diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 1c8f862..7a36adc 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,6 +1,6 @@
 # Contributing to the Agentfinder Catalog
 
-Want to list your augment (skill or MCP server) in the catalog? Open a pull request following the steps below. Contributions to this project are released to the public under the project's open source license.
+Want to list a resource in the catalog? Open a pull request following the steps below. Contributions to this project are released to the public under the project's open source license.
 
 ## Catalog Structure
 
@@ -12,6 +12,16 @@ catalog/
 
 Each augment is a single JSON file located under your publisher directory.
 
+New entries should use the canonical `urn:air:` identifier prefix and `type`.
+Legacy `urn:ai:` and `mediaType` inputs remain accepted. Generation normalizes
+the identifier once, and checks duplicates after normalization.
+
+Resource-specific metadata may be an inline JSON object in `data` instead of a
+`url`. Supply exactly one of them. An extension media type describes the payload;
+it does not establish payload validity, runtime support, or execution permission.
+For immutable source records, use a distinct identifier per selected revision
+and retain the repository URI, environment path, and revision inside the payload.
+
 ## How to Add Your Augment
 
 ### 1. Fork and clone the repository
@@ -35,16 +45,16 @@ Create a file at `catalog/<your-publisher>/<augment-name>.json` with the followi
 
 ```json
 {
-  "identifier": "urn:ai:github.com:<publisher>:<repo>:<augment-name>",
+  "identifier": "urn:air:github.com:<publisher>:<repo>:<augment-name>",
   "displayName": "Human-Readable Name",
-  "mediaType": "application/ai-skill",
+  "type": "application/ai-skill",
   "url": "https://github.com/<publisher>/<repo>/blob/main/path/to/SKILL.md",
   "description": "A short description of what this augment does.",
   "tags": [
     "optional-tag"
   ],
   "metadata": {
-    "sourceSet": "<repo>",
+    "sourceSet": "<publisher>/<repo>",
     "repoPath": "path/to/SKILL.md"
   }
 }
@@ -54,14 +64,15 @@ Create a file at `catalog/<your-publisher>/<augment-name>.json` with the followi
 
 | Field | Required | Description |
 |-------|----------|-------------|
-| `identifier` | ✅ | A URN uniquely identifying the augment. Format: `urn:ai:github.com:<publisher>:<repo>:<name>` |
-| `displayName` | ✅ | A human-readable display name |
-| `mediaType` | ✅ | The type of augment (e.g., `application/ai-skill`) |
-| `url` | ✅ | URL to the augment's definition file (e.g., SKILL.md) |
-| `description` | ✅ | A brief description of the augment's purpose |
-| `tags` | ❌ | Tags used to categorize and filter the augment |
-| `metadata.sourceSet` | ✅ | The source repository name |
-| `metadata.repoPath` | ✅ | Path to the definition file within the repository |
+| `identifier` | Yes | A unique canonical URN: `urn:air:github.com:<publisher>:<repo>:<name>`. Legacy `urn:ai:` is accepted for compatibility and normalized during generation. |
+| `displayName` | Yes | A human-readable display name |
+| `type` | Yes | The resource media type (e.g., `application/ai-skill`). Legacy `mediaType` is a compatibility-only alternative, not required alongside `type`. |
+| `url` | Conditional | URL to the resource's definition file. Supply exactly one of `url` or `data`. |
+| `data` | Conditional | Complete inline resource metadata as a JSON object, instead of `url`. |
+| `description` | Recommended | A brief description of the resource's purpose |
+| `tags` | No | Tags used to categorize and filter the resource |
+| `metadata.sourceSet` | Conditional | Source repository in `owner/repository` form. Required with `metadata.repoPath`, and for canvas-only entries. |
+| `metadata.repoPath` | Conditional | Safe repository-relative definition path. Required with `metadata.sourceSet`, and for canvas-only entries. |
 
 #### Canvas-only plugins
 
@@ -110,7 +121,7 @@ gh pr create --title "Add <augment-name>" --body "Adds <augment-name> to the age
 - **One file per augment** — don't bundle multiple augments into a single file.
 - **Use kebab-case** for file names (e.g., `my-cool-skill.json`).
 - **Keep descriptions concise** — one or two sentences.
-- **Ensure your URL is publicly accessible** so reviewers can verify the augment definition.
+- **Keep URL-carried definitions publicly accessible** so reviewers can inspect them. Inline records must preserve their source evidence without embedding credentials.
 
 ## Questions?
 
diff --git a/ai-catalog.json b/ai-catalog.json
index 9a0d051..5a69d6e 100644
--- a/ai-catalog.json
+++ b/ai-catalog.json
@@ -13055,6 +13055,452 @@
       },
       "type": "application/ai-skill"
     },
+    {
+      "@context": "https://agenticresourcediscovery.org/context/v1",
+      "capabilities": [],
+      "data": {
+        "artifact_availability": "resolvable",
+        "artifacts": [
+          {
+            "kind": "git",
+            "path": "envs/browsergym_env",
+            "revision": "338577885c00d69a92e652991b367fa246918093",
+            "uri": "https://github.com/huggingface/OpenEnv.git"
+          }
+        ],
+        "description": "Use browser actions such as click, fill, keyboard input, and scroll to complete web tasks. BrowserGym returns task goals and page observations for browser-agent training and evaluation.",
+        "framework_requirement": "openenv>=0.2.3",
+        "interfaces": [
+          {
+            "protocol": "openenv",
+            "role": "orchestration"
+          }
+        ],
+        "license": "BSD-3-Clause",
+        "license_url": "https://github.com/huggingface/OpenEnv/blob/338577885c00d69a92e652991b367fa246918093/LICENSE",
+        "name": "browsergym_env",
+        "owner": {
+          "authority": "github.com",
+          "id": "huggingface"
+        },
+        "schema_version": "0.1-draft",
+        "source": {
+          "id": "huggingface/OpenEnv",
+          "path": "envs/browsergym_env",
+          "provider": "github",
+          "revision": "338577885c00d69a92e652991b367fa246918093",
+          "uri": "https://github.com/huggingface/OpenEnv.git"
+        }
+      },
+      "description": "Use browser actions such as click, fill, keyboard input, and scroll to complete web tasks. BrowserGym returns task goals and page observations for browser-agent training and evaluation.",
+      "displayName": "BrowserGym web tasks",
+      "identifier": "urn:air:github.com:huggingface.OpenEnv:f780a687c0d809781e37582fb9082993df12110fcf7cb130d6da7193b0e7d68c:338577885c00d69a92e652991b367fa246918093",
+      "metadata": {
+        "provenance": {
+          "description": "envs/browsergym_env/discovery.json#description",
+          "framework_requirement": "envs/browsergym_env/pyproject.toml#project.dependencies",
+          "license": "LICENSE",
+          "name": "envs/browsergym_env/openenv.yaml#name",
+          "source": "https://github.com/huggingface/OpenEnv.git",
+          "representativeQueries": "envs/browsergym_env/discovery.json#representative_queries",
+          "displayName": "catalog/huggingface/openenv-browsergym-33857788.json#displayName"
+        },
+        "sourceSet": "huggingface/OpenEnv",
+        "repoPath": "envs/browsergym_env/openenv.yaml",
+        "declarationProfile": "openenv-discovery/0.1-draft",
+        "snapshotDigest": "sha256:105b0d254b72b599f1544b371d50fb7e0f0c3f7badf224b91791db7868ee929a"
+      },
+      "representativeQueries": [
+        "find a browser environment for web navigation tasks",
+        "train a web agent on form entry and button interaction",
+        "find an OpenEnv adapter for MiniWoB browser tasks"
+      ],
+      "tags": [
+        "browser-actions",
+        "browsergym",
+        "openenv",
+        "rl-environment",
+        "web-automation"
+      ],
+      "type": "application/vnd.openenv.environment-card+json"
+    },
+    {
+      "@context": "https://agenticresourcediscovery.org/context/v1",
+      "capabilities": [
+        "list_events",
+        "get_event",
+        "create_event",
+        "update_event",
+        "delete_event"
+      ],
+      "data": {
+        "artifact_availability": "resolvable",
+        "artifacts": [
+          {
+            "kind": "git",
+            "path": "envs/calendar_env",
+            "revision": "338577885c00d69a92e652991b367fa246918093",
+            "uri": "https://github.com/huggingface/OpenEnv.git"
+          }
+        ],
+        "description": "Perform scheduling tasks against a simulated calendar using MCP event tools. Scenarios provide seeded data and SQL checks for task outcomes.",
+        "framework_requirement": "openenv>=0.2.0",
+        "interfaces": [
+          {
+            "protocol": "openenv",
+            "role": "orchestration"
+          },
+          {
+            "protocol": "mcp",
+            "role": "agent-tools",
+            "source_revision": "338577885c00d69a92e652991b367fa246918093",
+            "status": "declared"
+          }
+        ],
+        "license": "BSD-3-Clause",
+        "license_url": "https://github.com/huggingface/OpenEnv/blob/338577885c00d69a92e652991b367fa246918093/LICENSE",
+        "manifest_spec_version": 1,
+        "name": "calendar_env",
+        "owner": {
+          "authority": "github.com",
+          "id": "huggingface"
+        },
+        "schema_version": "0.1-draft",
+        "source": {
+          "id": "huggingface/OpenEnv",
+          "path": "envs/calendar_env",
+          "provider": "github",
+          "revision": "338577885c00d69a92e652991b367fa246918093",
+          "uri": "https://github.com/huggingface/OpenEnv.git"
+        }
+      },
+      "description": "Perform scheduling tasks against a simulated calendar using MCP event tools. Scenarios provide seeded data and SQL checks for task outcomes.",
+      "displayName": "Calendar scheduling",
+      "identifier": "urn:air:github.com:huggingface.OpenEnv:c30ffa24e1ba51c93b85a00a25c6098cddc26c45c1c777d9cbedd575494e4f20:338577885c00d69a92e652991b367fa246918093",
+      "metadata": {
+        "provenance": {
+          "agent_tools": "envs/calendar_env/server/calendar_mcp/tools/events.py",
+          "description": "envs/calendar_env/discovery.json#description",
+          "framework_requirement": "envs/calendar_env/pyproject.toml#project.dependencies",
+          "license": "LICENSE",
+          "manifest_spec_version": "envs/calendar_env/openenv.yaml#spec_version",
+          "name": "envs/calendar_env/openenv.yaml#name",
+          "source": "https://github.com/huggingface/OpenEnv.git",
+          "representativeQueries": "envs/calendar_env/discovery.json#representative_queries",
+          "displayName": "catalog/huggingface/openenv-calendar-33857788.json#displayName"
+        },
+        "sourceSet": "huggingface/OpenEnv",
+        "repoPath": "envs/calendar_env/openenv.yaml",
+        "declarationProfile": "openenv-discovery/0.1-draft",
+        "snapshotDigest": "sha256:105b0d254b72b599f1544b371d50fb7e0f0c3f7badf224b91791db7868ee929a"
+      },
+      "representativeQueries": [
+        "find a calendar simulation for scheduling workflows",
+        "evaluate an agent that creates and updates calendar events",
+        "find MCP calendar tools with scenario-based outcome checks"
+      ],
+      "tags": [
+        "calendar",
+        "mcp",
+        "openenv",
+        "rl-environment",
+        "scheduling",
+        "tool-use"
+      ],
+      "type": "application/vnd.openenv.environment-card+json"
+    },
+    {
+      "@context": "https://agenticresourcediscovery.org/context/v1",
+      "capabilities": [],
+      "data": {
+        "artifact_availability": "resolvable",
+        "artifacts": [
+          {
+            "kind": "git",
+            "path": "envs/chess_env",
+            "revision": "338577885c00d69a92e652991b367fa246918093",
+            "uri": "https://github.com/huggingface/OpenEnv.git"
+          }
+        ],
+        "description": "Play chess with legal UCI moves against a Moonfish engine, a random opponent, or in self-play. Observations include the FEN board position, legal moves, and game outcome.",
+        "framework_requirement": "openenv>=0.2.2",
+        "interfaces": [
+          {
+            "protocol": "openenv",
+            "role": "orchestration"
+          }
+        ],
+        "license": "BSD-3-Clause",
+        "license_url": "https://github.com/huggingface/OpenEnv/blob/338577885c00d69a92e652991b367fa246918093/LICENSE",
+        "manifest_spec_version": 1,
+        "name": "chess_env",
+        "owner": {
+          "authority": "github.com",
+          "id": "huggingface"
+        },
+        "schema_version": "0.1-draft",
+        "source": {
+          "id": "huggingface/OpenEnv",
+          "path": "envs/chess_env",
+          "provider": "github",
+          "revision": "338577885c00d69a92e652991b367fa246918093",
+          "uri": "https://github.com/huggingface/OpenEnv.git"
+        }
+      },
+      "description": "Play chess with legal UCI moves against a Moonfish engine, a random opponent, or in self-play. Observations include the FEN board position, legal moves, and game outcome.",
+      "displayName": "Chess environment",
+      "identifier": "urn:air:github.com:huggingface.OpenEnv:9314f31e3366f50694bdf01233bcd9c5529185b86ffc87cae6b1b76da0176cce:338577885c00d69a92e652991b367fa246918093",
+      "metadata": {
+        "provenance": {
+          "description": "envs/chess_env/discovery.json#description",
+          "framework_requirement": "envs/chess_env/pyproject.toml#project.dependencies",
+          "license": "LICENSE",
+          "manifest_spec_version": "envs/chess_env/openenv.yaml#spec_version",
+          "name": "envs/chess_env/openenv.yaml#name",
+          "source": "https://github.com/huggingface/OpenEnv.git",
+          "representativeQueries": "envs/chess_env/discovery.json#representative_queries",
+          "displayName": "catalog/huggingface/openenv-chess-33857788.json#displayName"
+        },
+        "sourceSet": "huggingface/OpenEnv",
+        "repoPath": "envs/chess_env/openenv.yaml",
+        "declarationProfile": "openenv-discovery/0.1-draft",
+        "snapshotDigest": "sha256:105b0d254b72b599f1544b371d50fb7e0f0c3f7badf224b91791db7868ee929a"
+      },
+      "representativeQueries": [
+        "find a chess environment with a configurable opponent",
+        "evaluate move selection from a FEN board position",
+        "run chess self-play through an OpenEnv client"
+      ],
+      "tags": [
+        "board-game",
+        "chess",
+        "openenv",
+        "rl-environment",
+        "self-play",
+        "strategy"
+      ],
+      "type": "application/vnd.openenv.environment-card+json"
+    },
+    {
+      "@context": "https://agenticresourcediscovery.org/context/v1",
+      "capabilities": [],
+      "data": {
+        "artifact_availability": "resolvable",
+        "artifacts": [
+          {
+            "kind": "git",
+            "path": "envs/coding_env",
+            "revision": "338577885c00d69a92e652991b367fa246918093",
+            "uri": "https://github.com/huggingface/OpenEnv.git"
+          }
+        ],
+        "description": "Run Python snippets and inspect standard output, standard error, and exit status. Reset starts a fresh code-execution session.",
+        "framework_requirement": "openenv>=0.2.2",
+        "interfaces": [
+          {
+            "protocol": "openenv",
+            "role": "orchestration"
+          }
+        ],
+        "license": "BSD-3-Clause",
+        "license_url": "https://github.com/huggingface/OpenEnv/blob/338577885c00d69a92e652991b367fa246918093/LICENSE",
+        "name": "coding_env",
+        "owner": {
+          "authority": "github.com",
+          "id": "huggingface"
+        },
+        "schema_version": "0.1-draft",
+        "source": {
+          "id": "huggingface/OpenEnv",
+          "path": "envs/coding_env",
+          "provider": "github",
+          "revision": "338577885c00d69a92e652991b367fa246918093",
+          "uri": "https://github.com/huggingface/OpenEnv.git"
+        }
+      },
+      "description": "Run Python snippets and inspect standard output, standard error, and exit status. Reset starts a fresh code-execution session.",
+      "displayName": "Python code execution",
+      "identifier": "urn:air:github.com:huggingface.OpenEnv:6ec0c5544b59997c143879ef8c3c572542841b4711bac7b5791c7c23717a50dd:338577885c00d69a92e652991b367fa246918093",
+      "metadata": {
+        "provenance": {
+          "description": "envs/coding_env/discovery.json#description",
+          "framework_requirement": "envs/coding_env/pyproject.toml#project.dependencies",
+          "license": "LICENSE",
+          "name": "envs/coding_env/openenv.yaml#name",
+          "source": "https://github.com/huggingface/OpenEnv.git",
+          "representativeQueries": "envs/coding_env/discovery.json#representative_queries",
+          "displayName": "catalog/huggingface/openenv-coding-33857788.json#displayName"
+        },
+        "sourceSet": "huggingface/OpenEnv",
+        "repoPath": "envs/coding_env/openenv.yaml",
+        "declarationProfile": "openenv-discovery/0.1-draft",
+        "snapshotDigest": "sha256:105b0d254b72b599f1544b371d50fb7e0f0c3f7badf224b91791db7868ee929a"
+      },
+      "representativeQueries": [
+        "find an environment for executing Python code actions",
+        "test a coding agent with stdout stderr and exit-code feedback",
+        "find a Python execution environment for agent rollouts"
+      ],
+      "tags": [
+        "code-execution",
+        "openenv",
+        "programming",
+        "python",
+        "rl-environment"
+      ],
+      "type": "application/vnd.openenv.environment-card+json"
+    },
+    {
+      "@context": "https://agenticresourcediscovery.org/context/v1",
+      "capabilities": [
+        "echo_message",
+        "echo_with_length"
+      ],
+      "data": {
+        "artifact_availability": "resolvable",
+        "artifacts": [
+          {
+            "kind": "git",
+            "path": "envs/echo_env",
+            "revision": "338577885c00d69a92e652991b367fa246918093",
+            "uri": "https://github.com/huggingface/OpenEnv.git"
+          }
+        ],
+        "description": "Echo Environment for OpenEnv - simple test environment that echoes back messages",
+        "framework_requirement": "openenv>=0.3.1",
+        "interfaces": [
+          {
+            "protocol": "openenv",
+            "role": "orchestration"
+          },
+          {
+            "protocol": "mcp",
+            "role": "agent-tools",
+            "source_revision": "338577885c00d69a92e652991b367fa246918093",
+            "status": "declared"
+          }
+        ],
+        "license": "BSD-3-Clause",
+        "license_url": "https://github.com/huggingface/OpenEnv/blob/338577885c00d69a92e652991b367fa246918093/LICENSE",
+        "manifest_spec_version": 1,
+        "name": "echo_env",
+        "owner": {
+          "authority": "github.com",
+          "id": "huggingface"
+        },
+        "schema_version": "0.1-draft",
+        "source": {
+          "id": "huggingface/OpenEnv",
+          "path": "envs/echo_env",
+          "provider": "github",
+          "revision": "338577885c00d69a92e652991b367fa246918093",
+          "uri": "https://github.com/huggingface/OpenEnv.git"
+        }
+      },
+      "description": "Echo Environment for OpenEnv - simple test environment that echoes back messages",
+      "displayName": "Echo smoke test",
+      "identifier": "urn:air:github.com:huggingface.OpenEnv:b09a48991371fd47a5169a153573c03dd858488f53b3e02eaa218bddd0d38fd8:338577885c00d69a92e652991b367fa246918093",
+      "metadata": {
+        "provenance": {
+          "agent_tools": "envs/echo_env/server/echo_environment.py",
+          "description": "envs/echo_env/pyproject.toml#project.description",
+          "framework_requirement": "envs/echo_env/pyproject.toml#project.dependencies",
+          "license": "LICENSE",
+          "manifest_spec_version": "envs/echo_env/openenv.yaml#spec_version",
+          "name": "envs/echo_env/openenv.yaml#name",
+          "source": "https://github.com/huggingface/OpenEnv.git",
+          "representativeQueries": "envs/echo_env/discovery.json#representative_queries",
+          "displayName": "catalog/huggingface/openenv-echo-33857788.json#displayName"
+        },
+        "sourceSet": "huggingface/OpenEnv",
+        "repoPath": "envs/echo_env/openenv.yaml",
+        "declarationProfile": "openenv-discovery/0.1-draft",
+        "snapshotDigest": "sha256:105b0d254b72b599f1544b371d50fb7e0f0c3f7badf224b91791db7868ee929a"
+      },
+      "representativeQueries": [
+        "find an environment that echoes a message",
+        "find a minimal environment for checking OpenEnv tool calls",
+        "find an environment for a client smoke test"
+      ],
+      "tags": [
+        "openenv",
+        "rl-environment",
+        "smoke-test"
+      ],
+      "type": "application/vnd.openenv.environment-card+json"
+    },
+    {
+      "@context": "https://agenticresourcediscovery.org/context/v1",
+      "capabilities": [],
+      "data": {
+        "artifact_availability": "resolvable",
+        "artifacts": [
+          {
+            "kind": "git",
+            "path": "envs/reasoning_gym_env",
+            "revision": "338577885c00d69a92e652991b367fa246918093",
+            "uri": "https://github.com/huggingface/OpenEnv.git"
+          }
+        ],
+        "description": "Single-step reasoning tasks present one question per episode and use dataset-defined answer scoring. Configure seeded question datasets for reproducible reasoning rollouts.",
+        "framework_requirement": "openenv>=0.2.2",
+        "interfaces": [
+          {
+            "protocol": "openenv",
+            "role": "orchestration"
+          }
+        ],
+        "license": "BSD-3-Clause",
+        "license_url": "https://github.com/huggingface/OpenEnv/blob/338577885c00d69a92e652991b367fa246918093/LICENSE",
+        "manifest_spec_version": 1,
+        "name": "reasoning_gym",
+        "owner": {
+          "authority": "github.com",
+          "id": "huggingface"
+        },
+        "schema_version": "0.1-draft",
+        "source": {
+          "id": "huggingface/OpenEnv",
+          "path": "envs/reasoning_gym_env",
+          "provider": "github",
+          "revision": "338577885c00d69a92e652991b367fa246918093",
+          "uri": "https://github.com/huggingface/OpenEnv.git"
+        }
+      },
+      "description": "Single-step reasoning tasks present one question per episode and use dataset-defined answer scoring. Configure seeded question datasets for reproducible reasoning rollouts.",
+      "displayName": "Reasoning Gym questions",
+      "identifier": "urn:air:github.com:huggingface.OpenEnv:cb78fd052cc9d1a5800a1a9a89ac646b83781d7cacb8b7f883d0122dce3a9577:338577885c00d69a92e652991b367fa246918093",
+      "metadata": {
+        "provenance": {
+          "description": "envs/reasoning_gym_env/discovery.json#description",
+          "framework_requirement": "envs/reasoning_gym_env/pyproject.toml#project.dependencies",
+          "license": "LICENSE",
+          "manifest_spec_version": "envs/reasoning_gym_env/openenv.yaml#spec_version",
+          "name": "envs/reasoning_gym_env/openenv.yaml#name",
+          "source": "https://github.com/huggingface/OpenEnv.git",
+          "representativeQueries": "envs/reasoning_gym_env/discovery.json#representative_queries",
+          "displayName": "catalog/huggingface/openenv-reasoning-gym-33857788.json#displayName"
+        },
+        "sourceSet": "huggingface/OpenEnv",
+        "repoPath": "envs/reasoning_gym_env/openenv.yaml",
+        "declarationProfile": "openenv-discovery/0.1-draft",
+        "snapshotDigest": "sha256:105b0d254b72b599f1544b371d50fb7e0f0c3f7badf224b91791db7868ee929a"
+      },
+      "representativeQueries": [
+        "find configurable reasoning questions with graded answers",
+        "evaluate answers on seeded procedural reasoning tasks",
+        "find a single-step question-answer environment"
+      ],
+      "tags": [
+        "openenv",
+        "procedural-tasks",
+        "question-answering",
+        "reasoning",
+        "rl-environment",
+        "single-step"
+      ],
+      "type": "application/vnd.openenv.environment-card+json"
+    },
     {
       "identifier": "urn:air:github.com:huggingface:skills:train-sentence-transformers",
       "displayName": "Train Sentence Transformers",
@@ -22398,7 +22844,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-09-11T14:15:01Z",
+      "updatedAt": "2026-09-14T05:12:22Z",
       "metadata": {
         "readmeUrl": "https://github.com/bittlebitsai/bittlebits-plugin#readme",
         "repository": "https://github.com/bittlebitsai/bittlebits-plugin",
@@ -22410,10 +22856,10 @@
       "identifier": "urn:air:registry.modelcontextprotocol.io:ai.bowmark:bowmark",
       "displayName": "Bowmark",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/ai.bowmark%2Fbowmark/versions/8.112.0",
+      "url": "https://api.mcp.github.com/v0.1/servers/ai.bowmark%2Fbowmark/versions/8.124.3",
       "description": "Do things on live websites: prices, availability, quotes, bookings, anything behind a form or login.",
-      "version": "8.112.0",
-      "updatedAt": "2026-09-11T14:15:13Z",
+      "version": "8.124.3",
+      "updatedAt": "2026-09-14T05:12:23Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/bowmark-ai/skill#readme",
@@ -22429,7 +22875,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/ai.certscore%2Fmcp-light/versions/0.2.20",
       "description": "Free website privacy scanner for pre-consent cookies, trackers, consent, policy, and HTTPS/TLS.",
       "version": "0.2.20",
-      "updatedAt": "2026-09-11T14:15:28Z",
+      "updatedAt": "2026-09-14T05:12:39Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/ergoveritas1-alt/certscore.ai/tree/HEAD/packages/certscore-mcp",
@@ -22446,7 +22892,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/ai.connectmachine%2Fconnectmachine/versions/1.0.8",
       "description": "Manage your ConnectMachine contacts, networks, events, and digital business cards.",
       "version": "1.0.8",
-      "updatedAt": "2026-09-11T14:15:30Z",
+      "updatedAt": "2026-09-14T05:12:40Z",
       "metadata": {
         "readmeUrl": "https://github.com/connectmachine/mcp-server#readme",
         "repository": "https://github.com/connectmachine/mcp-server",
@@ -22471,7 +22917,7 @@
         "medianeria"
       ],
       "version": "1.0.4",
-      "updatedAt": "2026-09-11T14:15:37Z",
+      "updatedAt": "2026-09-14T05:12:42Z",
       "metadata": {
         "readmeUrl": "https://github.com/CMS87/epinu-mcp#readme",
         "repository": "https://github.com/CMS87/epinu-mcp",
@@ -22486,7 +22932,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/ai.example4%2Fxmp4/versions/1.2.6",
       "description": "OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.",
       "version": "1.2.6",
-      "updatedAt": "2026-09-11T14:15:39Z",
+      "updatedAt": "2026-09-14T05:12:43Z",
       "metadata": {
         "primaryLanguage": "HTML",
         "readmeUrl": "https://github.com/0ics-srls/lsai-xmp4.public#readme",
@@ -22510,7 +22956,7 @@
         "web-search"
       ],
       "version": "0.1.2",
-      "updatedAt": "2026-09-11T14:15:40Z",
+      "updatedAt": "2026-09-14T05:12:44Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/keenableai/keenable-mcp#readme",
@@ -22537,7 +22983,7 @@
         "claude-code"
       ],
       "version": "1.19.0",
-      "updatedAt": "2026-09-11T14:15:47Z",
+      "updatedAt": "2026-09-14T05:12:45Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/Nauro-AI/nauro#readme",
@@ -22551,7 +22997,7 @@
       "identifier": "urn:air:registry.modelcontextprotocol.io:ai.plori:plori",
       "displayName": "Plori",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/ai.plori%2Fplori/versions/0.13.1",
+      "url": "https://api.mcp.github.com/v0.1/servers/ai.plori%2Fplori/versions/0.14.1",
       "description": "Create and drive plori cloud agents and workflows over MCP; each agent has its own environment.",
       "tags": [
         "ai-agents",
@@ -22560,8 +23006,8 @@
         "mcp-server",
         "model-context-protocol"
       ],
-      "version": "0.13.1",
-      "updatedAt": "2026-09-11T14:15:53Z",
+      "version": "0.14.1",
+      "updatedAt": "2026-09-14T05:12:47Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/plori-ai/plori#readme",
@@ -22589,7 +23035,7 @@
         "accounting"
       ],
       "version": "1.10.2",
-      "updatedAt": "2026-09-11T14:15:55Z",
+      "updatedAt": "2026-09-14T05:12:49Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/RoboFinSystems/robosystems#readme",
@@ -22603,22 +23049,22 @@
       "identifier": "urn:air:registry.modelcontextprotocol.io:ai.vaaya:mcp",
       "displayName": "Vaaya",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/ai.vaaya%2Fmcp/versions/0.3.3",
-      "description": "Pay-per-call agent superpowers: media/video gen, product demos, research, GTM, scraping, compute.",
+      "url": "https://api.mcp.github.com/v0.1/servers/ai.vaaya%2Fmcp/versions/0.6.8",
+      "description": "Paid APIs and tokenized shares for agents. Prepaid funding, including authorized Instinct checkout.",
       "tags": [
         "agent-payments",
         "ai-agents",
         "code-sandbox",
         "deep-research",
         "mcp",
-        "mcp-server",
         "model-context-protocol",
         "web-scraping",
         "web-search",
-        "x402"
+        "x402",
+        "agent-skills"
       ],
-      "version": "0.3.3",
-      "updatedAt": "2026-09-11T14:15:56Z",
+      "version": "0.6.8",
+      "updatedAt": "2026-09-14T05:12:50Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/vaaya-ai/vaaya-mcp#readme",
@@ -22671,7 +23117,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/app.clicon%2Flotus/versions/1.27.0",
       "description": "Measure how AI assistants cite your brand. Returns measured data and ready-to-apply fixes.",
       "version": "1.27.0",
-      "updatedAt": "2026-09-11T14:16:07Z",
+      "updatedAt": "2026-09-14T05:12:51Z",
       "metadata": {
         "readmeUrl": "https://github.com/martinendara/lotus-mcp#readme",
         "repository": "https://github.com/martinendara/lotus-mcp",
@@ -22697,12 +23143,12 @@
         "gemini-cli-extension"
       ],
       "version": "1.0.3",
-      "updatedAt": "2026-09-11T14:16:08Z",
+      "updatedAt": "2026-09-14T05:12:52Z",
       "metadata": {
         "readmeUrl": "https://github.com/desktop-commander/remote-desktop-commander#readme",
         "repository": "https://github.com/desktop-commander/remote-desktop-commander",
         "repositorySource": "github",
-        "stargazerCount": 25,
+        "stargazerCount": 35,
         "websiteUrl": "https://mcp.desktopcommander.app"
       }
     },
@@ -22721,7 +23167,7 @@
         "workflows"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-09-11T14:16:09Z",
+      "updatedAt": "2026-09-14T05:12:53Z",
       "metadata": {
         "readmeUrl": "https://github.com/glifxyz/glif-mcp-server#readme",
         "repository": "https://github.com/glifxyz/glif-mcp-server",
@@ -22737,7 +23183,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/app.lucid.mcp%2Flucid/versions/1.0.0",
       "description": "Lucid’s connector creates diagrams, searches, edits, shares, and retrieves docs to summarize.",
       "version": "1.0.0",
-      "updatedAt": "2026-09-11T14:16:10Z",
+      "updatedAt": "2026-09-14T05:12:54Z",
       "metadata": {
         "readmeUrl": "https://github.com/lucidsoftware/lucid-mcp-server#readme",
         "repository": "https://github.com/lucidsoftware/lucid-mcp-server",
@@ -22764,7 +23210,7 @@
         "websocket"
       ],
       "version": "0.6.0",
-      "updatedAt": "2026-09-11T14:16:12Z",
+      "updatedAt": "2026-09-14T05:12:56Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/pensados/sentinelx-cloud-core#readme",
@@ -22838,14 +23284,14 @@
         "readmeUrl": "https://github.com/chroma-core/chroma-mcp#readme",
         "repository": "https://github.com/chroma-core/chroma-mcp",
         "repositorySource": "github",
-        "stargazerCount": 592
+        "stargazerCount": 593
       }
     },
     {
       "identifier": "urn:air:registry.modelcontextprotocol.io:cloud.dchub:mcp-server",
       "displayName": "DC Hub — Data Center Site Selection & Colocation: Electricity, Power Grid, Gas, Fiber",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/cloud.dchub%2Fmcp-server/versions/2.12.11",
+      "url": "https://api.mcp.github.com/v0.1/servers/cloud.dchub%2Fmcp-server/versions/2.12.14",
       "description": "Live power, energy, grid, gas, fiber & data-center site-selection infrastructure — query and cite.",
       "tags": [
         "ai-tools",
@@ -22859,8 +23305,8 @@
         "market-intelligence",
         "mcp"
       ],
-      "version": "2.12.11",
-      "updatedAt": "2026-09-11T14:16:20Z",
+      "version": "2.12.14",
+      "updatedAt": "2026-09-14T05:12:57Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/azmartone67/dchub-mcp-server#readme",
@@ -22877,7 +23323,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/co.axiom%2Fmcp/versions/1.0.0",
       "description": "List datasets, schemas, run APL queries, and use prompts for exploration, anomalies, and monitoring.",
       "version": "1.0.0",
-      "updatedAt": "2026-09-11T14:16:22Z",
+      "updatedAt": "2026-09-14T05:12:58Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/axiomhq/mcp/tree/HEAD/apps/mcp",
@@ -22905,7 +23351,7 @@
         "w2-staffing"
       ],
       "version": "1.7.2",
-      "updatedAt": "2026-09-11T14:16:24Z",
+      "updatedAt": "2026-09-14T05:12:59Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/tempguru-co/tempguru-mcp#readme",
@@ -22968,13 +23414,13 @@
         "mcp-server"
       ],
       "version": "0.15.7",
-      "updatedAt": "2026-09-11T14:16:28Z",
+      "updatedAt": "2026-09-14T05:13:01Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/apify/apify-mcp-server#readme",
         "repository": "https://github.com/apify/apify-mcp-server",
         "repositorySource": "github",
-        "stargazerCount": 6756
+        "stargazerCount": 7027
       }
     },
     {
@@ -22996,7 +23442,7 @@
         "cursor"
       ],
       "version": "2.0.0",
-      "updatedAt": "2026-09-11T14:16:30Z",
+      "updatedAt": "2026-09-14T05:13:03Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/atlassian/atlassian-mcp-server#readme",
@@ -23013,7 +23459,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.atom%2Fpremium-domains/versions/2.0.7",
       "description": "Search, appraise, trademark-check, and buy premium brandable domain names from Atom.com.",
       "version": "2.0.7",
-      "updatedAt": "2026-09-11T14:16:32Z",
+      "updatedAt": "2026-09-14T05:13:04Z",
       "metadata": {
         "readmeUrl": "https://github.com/atomdomains/atom-mcp-server#readme",
         "repository": "https://github.com/atomdomains/atom-mcp-server",
@@ -23028,7 +23474,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Fatc/versions/1.0.1",
       "description": "Provides access to Avalara Tax Content: TTE configs, jobs, communications, lodging, autorental",
       "version": "1.0.1",
-      "updatedAt": "2026-09-11T14:16:33Z",
+      "updatedAt": "2026-09-14T05:13:05Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23044,7 +23490,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Favatax/versions/1.0.1",
       "description": "Access Avalara AvaTax API for tax calculation, transactions, nexus management, and compliance",
       "version": "1.0.1",
-      "updatedAt": "2026-09-11T14:16:34Z",
+      "updatedAt": "2026-09-14T05:13:06Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23060,7 +23506,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Fbl/versions/1.0.0",
       "description": "Provides access to Avalara Tax Registration and Business Licenses APIs for filings and registrations",
       "version": "1.0.0",
-      "updatedAt": "2026-09-11T14:16:35Z",
+      "updatedAt": "2026-09-14T05:13:08Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23076,7 +23522,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Fclassification/versions/1.0.0",
       "description": "Classify, validate & verify HS codes and access tariff compliance data for cross-border trade",
       "version": "1.0.0",
-      "updatedAt": "2026-09-11T14:16:37Z",
+      "updatedAt": "2026-09-14T05:13:09Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23092,7 +23538,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Fcross-border/versions/1.0.0",
       "description": "Cross-border duty-rate and Trade & Tariff content lookups with product compliance and restrictions",
       "version": "1.0.0",
-      "updatedAt": "2026-09-11T14:16:38Z",
+      "updatedAt": "2026-09-14T05:13:10Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23108,7 +23554,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Fdocs/versions/1.0.1",
       "description": "Provides access to Avalara developer documentation, integration guides, and code examples",
       "version": "1.0.1",
-      "updatedAt": "2026-09-11T14:16:39Z",
+      "updatedAt": "2026-09-14T05:13:11Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23124,7 +23570,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Felr/versions/1.0.0",
       "description": "Provides access to Avalara E-Invoicing and Live Reporting APIs for document statuses and compliance",
       "version": "1.0.0",
-      "updatedAt": "2026-09-11T14:16:40Z",
+      "updatedAt": "2026-09-14T05:13:12Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23140,7 +23586,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.avalara%2Freturns/versions/1.0.1",
       "description": "Provides access to Avalara Global Returns API for tax returns, filing calendars, and compliance data",
       "version": "1.0.1",
-      "updatedAt": "2026-09-11T14:16:41Z",
+      "updatedAt": "2026-09-14T05:13:13Z",
       "metadata": {
         "readmeUrl": "https://github.com/avadev/mcp#readme",
         "repository": "https://github.com/avadev/mcp",
@@ -23156,7 +23602,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.blackduck%2Fmcp-server/versions/1.1.8",
       "description": "AI-powered security scanning using Black Duck Signal for vulnerability detection.",
       "version": "1.1.8",
-      "updatedAt": "2026-09-11T14:16:43Z",
+      "updatedAt": "2026-09-14T05:13:14Z",
       "metadata": {
         "readmeUrl": "https://github.com/blackducksoftware/mcp-server#readme",
         "repository": "https://github.com/blackducksoftware/mcp-server",
@@ -23170,7 +23616,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.breckenwander%2Ftravel-connector/versions/0.2.1",
       "description": "Search flights, hotels & experiences at all-in prices, then build a trip on breckenwander.com.",
       "version": "0.2.1",
-      "updatedAt": "2026-09-11T14:16:44Z",
+      "updatedAt": "2026-09-14T05:13:15Z",
       "metadata": {
         "primaryLanguage": "Dockerfile",
         "readmeUrl": "https://github.com/durwardjohnson/breckenwander-travel-connector#readme",
@@ -23194,13 +23640,13 @@
         "mcp"
       ],
       "version": "0.6.1",
-      "updatedAt": "2026-09-11T14:16:45Z",
+      "updatedAt": "2026-09-14T05:13:17Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/celigo/ai#readme",
         "repository": "https://github.com/celigo/ai",
         "repositorySource": "github",
-        "stargazerCount": 3,
+        "stargazerCount": 4,
         "websiteUrl": "https://github.com/celigo/ai/blob/main/docs/connect-mcp.md"
       }
     },
@@ -23221,7 +23667,7 @@
         "web3"
       ],
       "version": "1.10.10",
-      "updatedAt": "2026-09-11T14:16:46Z",
+      "updatedAt": "2026-09-14T05:13:18Z",
       "metadata": {
         "readmeUrl": "https://github.com/chainstacklabs/mcp-server#readme",
         "repository": "https://github.com/chainstacklabs/mcp-server",
@@ -23249,7 +23695,7 @@
         "voice-ai"
       ],
       "version": "0.1.0",
-      "updatedAt": "2026-09-11T14:16:48Z",
+      "updatedAt": "2026-09-14T05:13:19Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/SkillfulAgents/dialmcp-connector#readme",
@@ -23266,7 +23712,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.easyship%2Fmcp/versions/0.6.5",
       "description": "Connect Easyship to compare rates, create shipments, buy labels, and track packages globally.",
       "version": "0.6.5",
-      "updatedAt": "2026-09-11T14:16:49Z",
+      "updatedAt": "2026-09-14T05:13:20Z",
       "metadata": {
         "readmeUrl": "https://github.com/easyship/easyship-mcp-plugin#readme",
         "repository": "https://github.com/easyship/easyship-mcp-plugin",
@@ -23280,13 +23726,13 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.figma.mcp%2Fmcp/versions/1.0.3",
       "description": "The Figma MCP server brings Figma design context directly into your AI workflow.",
       "version": "1.0.3",
-      "updatedAt": "2026-09-11T14:16:50Z",
+      "updatedAt": "2026-09-14T05:13:22Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/figma/mcp-server-guide#readme",
         "repository": "https://github.com/figma/mcp-server-guide",
         "repositorySource": "github",
-        "stargazerCount": 1977
+        "stargazerCount": 1983
       }
     },
     {
@@ -23307,7 +23753,7 @@
         "model-context-protocol"
       ],
       "version": "1.2.0",
-      "updatedAt": "2026-09-11T14:16:52Z",
+      "updatedAt": "2026-09-14T05:13:22Z",
       "metadata": {
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         "readmeUrl": "https://github.com/getappniche/mcp#readme",
@@ -23323,7 +23769,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.getfirmament%2Ffirmament/versions/0.1.1",
       "description": "Your team's shared, verified knowledge for AI agents: ask what's true, record what you learn.",
       "version": "0.1.1",
-      "updatedAt": "2026-09-11T14:16:54Z",
+      "updatedAt": "2026-09-14T05:13:23Z",
       "metadata": {
         "readmeUrl": "https://github.com/spkenny455/firmament-mcp#readme",
         "repository": "https://github.com/spkenny455/firmament-mcp",
@@ -23338,7 +23784,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.getguru%2Fmcp-server/versions/1.0.2",
       "description": "Guru MCP Server - Connect AI tools to your Guru knowledge base",
       "version": "1.0.2",
-      "updatedAt": "2026-09-11T14:16:55Z",
+      "updatedAt": "2026-09-14T05:13:25Z",
       "metadata": {
         "readmeUrl": "https://github.com/guruhq/remote-mcp-server#readme",
         "repository": "https://github.com/guruhq/remote-mcp-server",
@@ -23363,7 +23809,7 @@
         "wp-agent"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-09-11T14:16:56Z",
+      "updatedAt": "2026-09-14T05:13:26Z",
       "metadata": {
         "readmeUrl": "https://github.com/yaniv-fink/wp-agent-mcp#readme",
         "repository": "https://github.com/yaniv-fink/wp-agent-mcp",
@@ -23389,7 +23835,7 @@
         "modelcontextprotocol"
       ],
       "version": "1.2.1",
-      "updatedAt": "2026-09-11T14:16:58Z",
+      "updatedAt": "2026-09-14T05:13:27Z",
       "metadata": {
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         "repository": "https://github.com/gleanwork/remote-mcp-server",
@@ -23405,7 +23851,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.hitsteps%2Fanalytics-operations/versions/1.1.4",
       "description": "AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chats.",
       "version": "1.1.4",
-      "updatedAt": "2026-09-11T14:16:59Z",
+      "updatedAt": "2026-09-14T05:13:28Z",
       "metadata": {
         "readmeUrl": "https://github.com/Hitsteps/MCP#readme",
         "repository": "https://github.com/Hitsteps/MCP",
@@ -23432,7 +23878,7 @@
         "technical-drawing"
       ],
       "version": "0.1.1",
-      "updatedAt": "2026-09-11T14:17:00Z",
+      "updatedAt": "2026-09-14T05:13:29Z",
       "metadata": {
         "primaryLanguage": "Dockerfile",
         "readmeUrl": "https://github.com/imnoo-team/drawing-converter-mcp#readme",
@@ -23448,7 +23894,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.industry-lens%2Fmcp-public/versions/0.2.0",
       "description": "B2B SaaS competitor pricing changes, strategic moves, market landscapes, reports and comparisons.",
       "version": "0.2.0",
-      "updatedAt": "2026-09-11T14:17:01Z",
+      "updatedAt": "2026-09-14T05:13:31Z",
       "metadata": {
         "readmeUrl": "https://github.com/IndustryLensOp/industrylens-mcp-docs#readme",
         "repository": "https://github.com/IndustryLensOp/industrylens-mcp-docs",
@@ -23471,13 +23917,13 @@
         "trading"
       ],
       "version": "0.9.0",
-      "updatedAt": "2026-09-11T14:17:04Z",
+      "updatedAt": "2026-09-14T05:13:32Z",
       "metadata": {
         "primaryLanguage": "Rust",
         "readmeUrl": "https://github.com/longbridge/longbridge-mcp#readme",
         "repository": "https://github.com/longbridge/longbridge-mcp",
         "repositorySource": "github",
-        "stargazerCount": 13,
+        "stargazerCount": 14,
         "websiteUrl": "https://longbridge.com"
       }
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@@ -23491,7 +23937,7 @@
         "gemini-cli-extension"
       ],
       "version": "1.0.3",
-      "updatedAt": "2026-09-11T14:17:06Z",
+      "updatedAt": "2026-09-14T05:13:33Z",
       "metadata": {
         "readmeUrl": "https://github.com/mablhq/mabl-mcp-server#readme",
         "repository": "https://github.com/mablhq/mabl-mcp-server",
@@ -23518,7 +23964,7 @@
         "model-context-protocol"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-09-11T14:17:07Z",
+      "updatedAt": "2026-09-14T05:13:34Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/macfax/macfax-mcp#readme",
@@ -23544,7 +23990,7 @@
         "gemini-cli-extension"
       ],
       "version": "1.1.1",
-      "updatedAt": "2026-09-11T14:17:08Z",
+      "updatedAt": "2026-09-14T05:13:36Z",
       "metadata": {
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         "readmeUrl": "https://github.com/anrawool/mailrith-agent-platform/tree/HEAD/packages/mcp-server",
@@ -23569,7 +24015,7 @@
         "persistent-memory"
       ],
       "version": "1.3.2",
-      "updatedAt": "2026-09-11T14:17:10Z",
+      "updatedAt": "2026-09-14T05:13:37Z",
       "metadata": {
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         "readmeUrl": "https://github.com/gpitrella/memxus-remote-mcp#readme",
@@ -23582,17 +24028,17 @@
       "identifier": "urn:air:registry.modelcontextprotocol.io:com.microsoft:azure",
       "displayName": "Azure MCP Server",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/com.microsoft%2Fazure/versions/3.0.0-beta.42",
+      "url": "https://api.mcp.github.com/v0.1/servers/com.microsoft%2Fazure/versions/3.0.0-beta.43",
       "description": "All Azure MCP tools to create a seamless connection between AI agents and Azure services.",
-      "version": "3.0.0-beta.42",
-      "updatedAt": "2026-09-11T14:17:11Z",
+      "version": "3.0.0-beta.43",
+      "updatedAt": "2026-09-14T05:13:38Z",
       "metadata": {
         "primaryLanguage": "C#",
         "readmeUrl": "https://github.com/microsoft/mcp/tree/HEAD/servers/Azure.Mcp.Server",
         "repository": "https://github.com/microsoft/mcp",
         "repositorySource": "github",
         "repositorySubfolder": "servers/Azure.Mcp.Server",
-        "stargazerCount": 3665,
+        "stargazerCount": 3674,
         "websiteUrl": "https://github.com/microsoft/mcp/tree/main/servers/Azure.Mcp.Server"
       }
     },
@@ -23603,14 +24049,14 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.microsoft%2Fmicrosoft-fabric/versions/1.4.0",
       "description": "MCP tools for interacting with Microsoft Fabric",
       "version": "1.4.0",
-      "updatedAt": "2026-09-11T14:17:13Z",
+      "updatedAt": "2026-09-14T05:13:40Z",
       "metadata": {
         "primaryLanguage": "C#",
         "readmeUrl": "https://github.com/microsoft/mcp/tree/HEAD/servers/Fabric.Mcp.Server",
         "repository": "https://github.com/microsoft/mcp",
         "repositorySource": "github",
         "repositorySubfolder": "servers/Fabric.Mcp.Server",
-        "stargazerCount": 3665,
+        "stargazerCount": 3674,
         "websiteUrl": "https://github.com/microsoft/mcp/tree/main/servers/Fabric.Mcp.Server"
       }
     },
@@ -23621,14 +24067,14 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.microsoft%2Fnuget/versions/1.4.16",
       "description": "A Model Context Protocol (MCP) server for NuGet.",
       "version": "1.4.16",
-      "updatedAt": "2026-09-11T14:17:14Z",
+      "updatedAt": "2026-09-14T05:13:41Z",
       "metadata": {
         "primaryLanguage": "HTML",
         "readmeUrl": "https://github.com/NuGet/Home/tree/HEAD/mcp",
         "repository": "https://github.com/NuGet/Home",
         "repositorySource": "github",
         "repositorySubfolder": "mcp",
-        "stargazerCount": 1553
+        "stargazerCount": 1554
       }
     },
     {
@@ -23638,7 +24084,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.microsoft%2Fsentinel-data-exploration/versions/1.0.1",
       "description": "Find relevant security data from Sentinel data lake for building effective agents. More:aka.ms/s/de",
       "version": "1.0.1",
-      "updatedAt": "2026-09-11T14:17:16Z",
+      "updatedAt": "2026-09-14T05:13:43Z",
       "metadata": {
         "readmeUrl": "https://github.com/microsoft/sentinel-data-exploration-mcp#readme",
         "repository": "https://github.com/microsoft/sentinel-data-exploration-mcp",
@@ -23657,7 +24103,7 @@
         "mcp-server"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-09-11T14:17:17Z",
+      "updatedAt": "2026-09-14T05:13:44Z",
       "metadata": {
         "readmeUrl": "https://github.com/mobbin/mobbin-mcp-server#readme",
         "repository": "https://github.com/mobbin/mobbin-mcp-server",
@@ -23679,7 +24125,7 @@
         "monday"
       ],
       "version": "0.0.1",
-      "updatedAt": "2026-09-11T14:17:18Z",
+      "updatedAt": "2026-09-14T05:13:45Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/mondaycom/mcp#readme",
@@ -23702,7 +24148,7 @@
         "sports-betting"
       ],
       "version": "1.4.5",
-      "updatedAt": "2026-09-11T14:17:19Z",
+      "updatedAt": "2026-09-14T05:13:46Z",
       "metadata": {
         "readmeUrl": "https://github.com/jessejohnsohn/negativeev-mcp#readme",
         "repository": "https://github.com/jessejohnsohn/negativeev-mcp",
@@ -23717,7 +24163,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.nitrosend%2Fnitrosend/versions/0.8.2",
       "description": "AI-native email marketing. Campaigns, automations, transactional, contacts, and analytics.",
       "version": "0.8.2",
-      "updatedAt": "2026-09-11T14:17:21Z",
+      "updatedAt": "2026-09-14T05:13:48Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/nitrosend/mcp#readme",
@@ -23734,7 +24180,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.opslevel%2Fmcp/versions/0.1.1",
       "description": "Query your OpsLevel internal developer portal: catalog, maturity data, and tech docs.",
       "version": "0.1.1",
-      "updatedAt": "2026-09-11T14:17:22Z",
+      "updatedAt": "2026-09-14T05:13:49Z",
       "metadata": {
         "readmeUrl": "https://github.com/OpsLevel/opslevel-mcp-remote#readme",
         "repository": "https://github.com/OpsLevel/opslevel-mcp-remote",
@@ -23761,7 +24207,7 @@
         "copilot"
       ],
       "version": "2.12.3",
-      "updatedAt": "2026-09-11T14:17:24Z",
+      "updatedAt": "2026-09-14T05:13:50Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/postmanlabs/postman-mcp-server#readme",
@@ -23778,7 +24224,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.publora%2Fmcp-server/versions/1.1.1",
       "description": "Schedule and publish to 10 social platforms: LinkedIn, X, Instagram, TikTok, YouTube, and more.",
       "version": "1.1.1",
-      "updatedAt": "2026-09-11T14:17:25Z",
+      "updatedAt": "2026-09-14T05:13:52Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/publora/mcp-server#readme",
@@ -23807,7 +24253,7 @@
         "mcp"
       ],
       "version": "1.0.2",
-      "updatedAt": "2026-09-11T14:17:27Z",
+      "updatedAt": "2026-09-14T05:13:53Z",
       "metadata": {
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         "repository": "https://github.com/qualityclouds/qualityclouds",
@@ -23832,7 +24278,7 @@
         "review-management"
       ],
       "version": "1.0.2",
-      "updatedAt": "2026-09-11T14:17:29Z",
+      "updatedAt": "2026-09-14T05:13:54Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/reputemap/mcp#readme",
@@ -23858,7 +24304,7 @@
         "website-screenshot"
       ],
       "version": "0.1.1",
-      "updatedAt": "2026-09-11T14:17:30Z",
+      "updatedAt": "2026-09-14T05:13:55Z",
       "metadata": {
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         "readmeUrl": "https://github.com/screenshotscout/screenshotscout-mcp#readme",
@@ -23874,7 +24320,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.sherweb%2Fplatform/versions/1.52.10",
       "description": "Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Connect to authenticate.",
       "version": "1.52.10",
-      "updatedAt": "2026-09-11T14:17:31Z",
+      "updatedAt": "2026-09-14T05:13:56Z",
       "metadata": {
         "readmeUrl": "https://github.com/sherweb/platform-mcp#readme",
         "repository": "https://github.com/sherweb/platform-mcp",
@@ -23886,7 +24332,7 @@
       "identifier": "urn:air:registry.modelcontextprotocol.io:com.shipstatic:mcp",
       "displayName": "ShipStatic",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/com.shipstatic%2Fmcp/versions/1.10.2",
+      "url": "https://api.mcp.github.com/v0.1/servers/com.shipstatic%2Fmcp/versions/1.12.1",
       "description": "Deploy static websites from AI agents. Free at mcp.shipstatic.com — no install, no signup.",
       "tags": [
         "ai",
@@ -23900,8 +24346,8 @@
         "static-hosting",
         "static-site"
       ],
-      "version": "1.10.2",
-      "updatedAt": "2026-09-11T14:17:33Z",
+      "version": "1.12.1",
+      "updatedAt": "2026-09-14T05:13:58Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/shipstatic/mcp#readme",
@@ -23930,7 +24376,7 @@
         "swagger"
       ],
       "version": "0.40.0",
-      "updatedAt": "2026-09-11T14:17:35Z",
+      "updatedAt": "2026-09-14T05:14:00Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/SmartBear/smartbear-mcp#readme",
@@ -23958,7 +24404,7 @@
         "swagger"
       ],
       "version": "0.33.0",
-      "updatedAt": "2026-09-11T14:17:37Z",
+      "updatedAt": "2026-09-14T05:14:02Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/SmartBear/smartbear-mcp#readme",
@@ -23974,7 +24420,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.sonatype%2Fdependency-management-mcp-server/versions/1.0.2",
       "description": "Sonatype component intelligence: versions, security analysis, and Trust Score recommendations",
       "version": "1.0.2",
-      "updatedAt": "2026-09-11T14:17:38Z",
+      "updatedAt": "2026-09-14T05:14:03Z",
       "metadata": {
         "readmeUrl": "https://github.com/sonatype/dependency-management-mcp-server#readme",
         "repository": "https://github.com/sonatype/dependency-management-mcp-server",
@@ -23992,7 +24438,7 @@
         "soracom"
       ],
       "version": "1.1.4",
-      "updatedAt": "2026-09-11T14:17:39Z",
+      "updatedAt": "2026-09-14T05:14:04Z",
       "metadata": {
         "readmeUrl": "https://github.com/soracom/mcp/tree/HEAD/servers/knowledge",
         "repository": "https://github.com/soracom/mcp",
@@ -24009,7 +24455,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.stackhawk%2Fstackhawk/versions/1.1.1",
       "description": "An MCP server that provides interaction with StackHawk's security scanning platform.",
       "version": "1.1.1",
-      "updatedAt": "2026-09-11T14:17:40Z",
+      "updatedAt": "2026-09-14T05:14:05Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/stackhawk/stackhawk-mcp#readme",
@@ -24025,7 +24471,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.stackoverflow.mcp%2Fmcp/versions/1.1.3",
       "description": "Access Stack Overflow's trusted and verified technical questions and answers.",
       "version": "1.1.3",
-      "updatedAt": "2026-09-11T14:17:41Z",
+      "updatedAt": "2026-09-14T05:14:06Z",
       "metadata": {
         "readmeUrl": "https://github.com/StackExchange/Stack-MCP#readme",
         "repository": "https://github.com/StackExchange/Stack-MCP",
@@ -24050,13 +24496,13 @@
         "gemini-cli-extension"
       ],
       "version": "0.2.4",
-      "updatedAt": "2026-09-11T14:17:43Z",
+      "updatedAt": "2026-09-14T05:14:08Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/stripe/agent-toolkit#readme",
         "repository": "https://github.com/stripe/agent-toolkit",
         "repositorySource": "github",
-        "stargazerCount": 1798
+        "stargazerCount": 1803
       }
     },
     {
@@ -24066,14 +24512,14 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.supabase%2Fmcp/versions/0.12.0",
       "description": "MCP server for interacting with the Supabase platform",
       "version": "0.12.0",
-      "updatedAt": "2026-09-11T14:17:45Z",
+      "updatedAt": "2026-09-14T05:14:09Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/supabase/mcp/tree/HEAD/packages/mcp-server-supabase",
         "repository": "https://github.com/supabase/mcp",
         "repositorySource": "github",
         "repositorySubfolder": "packages/mcp-server-supabase",
-        "stargazerCount": 2902,
+        "stargazerCount": 2906,
         "websiteUrl": "https://supabase.com/mcp"
       }
     },
@@ -24084,7 +24530,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.tallyfy%2Fmcp-server/versions/1.2.0",
       "description": "Automate tasks, processes, and approvals with AI.",
       "version": "1.2.0",
-      "updatedAt": "2026-09-11T14:17:46Z",
+      "updatedAt": "2026-09-14T05:14:11Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/tallyfy/mcp-public#readme",
@@ -24101,7 +24547,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.vercel%2Fvercel-mcp/versions/0.0.3",
       "description": "An MCP server for Vercel",
       "version": "0.0.3",
-      "updatedAt": "2026-09-11T14:17:47Z",
+      "updatedAt": "2026-09-14T05:14:12Z",
       "metadata": {
         "readmeUrl": "https://github.com/vercel/vercel-mcp-overview#readme",
         "repository": "https://github.com/vercel/vercel-mcp-overview",
@@ -24123,13 +24569,13 @@
         "business-critical-yes"
       ],
       "version": "2.0.0",
-      "updatedAt": "2026-09-11T14:17:49Z",
+      "updatedAt": "2026-09-14T05:14:13Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/webflow/mcp-server#readme",
         "repository": "https://github.com/webflow/mcp-server",
         "repositorySource": "github",
-        "stargazerCount": 139
+        "stargazerCount": 140
       }
     },
     {
@@ -24139,7 +24585,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/com.wix%2Fmcp/versions/1.0.2",
       "description": "A Model Context Protocol server for Wix AI tools",
       "version": "1.0.2",
-      "updatedAt": "2026-09-11T14:17:50Z",
+      "updatedAt": "2026-09-14T05:14:15Z",
       "metadata": {
         "readmeUrl": "https://github.com/wix/wix-mcp#readme",
         "repository": "https://github.com/wix/wix-mcp",
@@ -24158,7 +24604,7 @@
         "dax"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-09-11T14:17:51Z",
+      "updatedAt": "2026-09-14T05:14:16Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/workos/skills/tree/HEAD/mcp",
@@ -24188,7 +24634,7 @@
         "wordpress-mcp"
       ],
       "version": "2.0.0",
-      "updatedAt": "2026-09-11T14:17:52Z",
+      "updatedAt": "2026-09-14T05:14:17Z",
       "metadata": {
         "readmeUrl": "https://github.com/yaniv-fink/wpwriter-mcp#readme",
         "repository": "https://github.com/yaniv-fink/wpwriter-mcp",
@@ -24214,7 +24660,7 @@
         "privacy"
       ],
       "version": "1.0.3",
-      "updatedAt": "2026-09-11T14:17:54Z",
+      "updatedAt": "2026-09-14T05:14:18Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/Wuniq/wuniq-mcp#readme",
@@ -24242,13 +24688,13 @@
         "follower-export"
       ],
       "version": "2.6.0",
-      "updatedAt": "2026-09-11T14:17:56Z",
+      "updatedAt": "2026-09-14T05:14:20Z",
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       "version": "0.1.2",
-      "updatedAt": "2026-09-11T14:19:14Z",
+      "updatedAt": "2026-09-14T05:15:22Z",
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         "readmeUrl": "https://github.com/UI5/webcomponents-mcp-server#readme",
@@ -25452,18 +25898,18 @@
       "description": "Shared memory for AI agents. One address per fact, one signature you check. No key to read.",
       "tags": [
         "long-term-memory",
-        "shared-memory",
-        "a2a-protocol",
-        "mcp",
         "agent-interoperability",
         "agent-memory",
         "ai-agents",
         "content-addressed",
-        "earth-orientation",
-        "ed25519"
+        "ed25519",
+        "llm-tools",
+        "provenance",
+        "rust",
+        "transparency-log"
       ],
       "version": "2.4.0",
-      "updatedAt": "2026-09-11T14:19:15Z",
+      "updatedAt": "2026-09-14T05:15:23Z",
       "metadata": {
         "primaryLanguage": "Rust",
         "readmeUrl": "https://github.com/Vortx-AI/emem#readme",
@@ -25480,7 +25926,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.Wopee-io%2Fwopee-mcp/versions/1.30.1",
       "description": "AI testing agents for web apps — dispatch test runs, crawls, fetch artifacts and status.",
       "version": "1.30.1",
-      "updatedAt": "2026-09-11T14:19:16Z",
+      "updatedAt": "2026-09-14T05:15:25Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Wopee-io/wopee-mcp#readme",
@@ -25503,7 +25949,7 @@
         "trust"
       ],
       "version": "0.3.0",
-      "updatedAt": "2026-09-11T14:19:19Z",
+      "updatedAt": "2026-09-14T05:15:26Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/YugantM/hvtracker-mcp#readme",
@@ -25531,7 +25977,7 @@
         "ai-agent"
       ],
       "version": "1.0.5",
-      "updatedAt": "2026-09-11T14:19:20Z",
+      "updatedAt": "2026-09-14T05:15:27Z",
       "metadata": {
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         "repository": "https://github.com/adkit/ads-mcp",
@@ -25559,13 +26005,13 @@
         "ai-agents"
       ],
       "version": "0.21.5",
-      "updatedAt": "2026-09-11T14:19:21Z",
+      "updatedAt": "2026-09-14T05:15:29Z",
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         "readmeUrl": "https://github.com/agentic-hil/agentic-hil#readme",
         "repository": "https://github.com/agentic-hil/agentic-hil",
         "repositorySource": "github",
-        "stargazerCount": 12,
+        "stargazerCount": 13,
         "websiteUrl": "https://github.com/agentic-hil/stm32-starter"
       }
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@@ -25588,7 +26034,7 @@
         "cursor"
       ],
       "version": "1.5.1",
-      "updatedAt": "2026-09-11T14:19:23Z",
+      "updatedAt": "2026-09-14T05:15:31Z",
       "metadata": {
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         "readmeUrl": "https://github.com/alimbenhelal-pro/ALM-XPP-MCP#readme",
@@ -25615,7 +26061,7 @@
         "mcp-server"
       ],
       "version": "0.8.0",
-      "updatedAt": "2026-09-11T14:19:24Z",
+      "updatedAt": "2026-09-14T05:15:32Z",
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         "readmeUrl": "https://github.com/anilloutombam/mcp-failure-lab#readme",
@@ -25638,7 +26084,7 @@
         "yandex"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-09-11T14:19:26Z",
+      "updatedAt": "2026-09-14T05:15:33Z",
       "metadata": {
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         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -25663,7 +26109,7 @@
         "yandex"
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       "version": "1.8.0",
-      "updatedAt": "2026-09-11T14:19:27Z",
+      "updatedAt": "2026-09-14T05:15:35Z",
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         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -25688,7 +26134,7 @@
         "yandex"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-09-11T14:19:28Z",
+      "updatedAt": "2026-09-14T05:15:36Z",
       "metadata": {
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         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -25713,7 +26159,7 @@
         "yandex"
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       "version": "1.8.0",
-      "updatedAt": "2026-09-11T14:19:29Z",
+      "updatedAt": "2026-09-14T05:15:37Z",
       "metadata": {
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         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -25738,7 +26184,7 @@
         "yandex"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-09-11T14:19:31Z",
+      "updatedAt": "2026-09-14T05:15:39Z",
       "metadata": {
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         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -25763,7 +26209,7 @@
         "yandex"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-09-11T14:19:33Z",
+      "updatedAt": "2026-09-14T05:15:40Z",
       "metadata": {
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         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -25788,7 +26234,7 @@
         "yandex"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-09-11T14:19:34Z",
+      "updatedAt": "2026-09-14T05:15:42Z",
       "metadata": {
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         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -25813,7 +26259,7 @@
         "yandex"
       ],
       "version": "1.8.0",
-      "updatedAt": "2026-09-11T14:19:35Z",
+      "updatedAt": "2026-09-14T05:15:43Z",
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         "readmeUrl": "https://github.com/antohins/seo-tools-mcp#readme",
@@ -25827,7 +26273,7 @@
       "identifier": "urn:air:registry.modelcontextprotocol.io:io.github.aoreshkov:kotlin-lib-mcp",
       "displayName": "Kotlin & Java Library Sources",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/io.github.aoreshkov%2Fkotlin-lib-mcp/versions/0.5.0",
+      "url": "https://api.mcp.github.com/v0.1/servers/io.github.aoreshkov%2Fkotlin-lib-mcp/versions/0.6.0",
       "description": "Kotlin/Java library sources, public API and KDoc from the real Maven sources jar, for AI agents",
       "tags": [
         "analysis-api",
@@ -25841,14 +26287,14 @@
         "mcp-server",
         "ai-tools"
       ],
-      "version": "0.5.0",
-      "updatedAt": "2026-09-11T14:19:37Z",
+      "version": "0.6.0",
+      "updatedAt": "2026-09-14T05:15:45Z",
       "metadata": {
         "primaryLanguage": "Kotlin",
         "readmeUrl": "https://github.com/aoreshkov/kotlin-lib-mcp#readme",
         "repository": "https://github.com/aoreshkov/kotlin-lib-mcp",
         "repositorySource": "github",
-        "stargazerCount": 8,
+        "stargazerCount": 9,
         "websiteUrl": "https://github.com/aoreshkov/kotlin-lib-mcp"
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@@ -25859,7 +26305,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.arm%2Farm-mcp/versions/2.4.0",
       "description": "Official Arm MCP server for code migration, optimization, and Arm architecture guidance",
       "version": "2.4.0",
-      "updatedAt": "2026-09-11T14:19:38Z",
+      "updatedAt": "2026-09-14T05:15:46Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/arm/mcp#readme",
@@ -25888,13 +26334,13 @@
         "knowlege-graph"
       ],
       "version": "0.23.2",
-      "updatedAt": "2026-09-11T14:19:39Z",
+      "updatedAt": "2026-09-14T05:15:47Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/basicmachines-co/basic-memory.git#readme",
         "repository": "https://github.com/basicmachines-co/basic-memory.git",
         "repositorySource": "github",
-        "stargazerCount": 3930
+        "stargazerCount": 3952
       }
     },
     {
@@ -25916,13 +26362,13 @@
         "data-extraction"
       ],
       "version": "2.11.2",
-      "updatedAt": "2026-09-11T14:19:41Z",
+      "updatedAt": "2026-09-14T05:15:49Z",
       "metadata": {
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         "readmeUrl": "https://github.com/brightdata/brightdata-mcp#readme",
         "repository": "https://github.com/brightdata/brightdata-mcp",
         "repositorySource": "github",
-        "stargazerCount": 2635
+        "stargazerCount": 2638
       }
     },
     {
@@ -25944,13 +26390,13 @@
         "sqlserver"
       ],
       "version": "1.2.3",
-      "updatedAt": "2026-09-11T14:19:43Z",
+      "updatedAt": "2026-09-14T05:15:50Z",
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         "readmeUrl": "https://github.com/bytebase/dbhub#readme",
         "repository": "https://github.com/bytebase/dbhub",
         "repositorySource": "github",
-        "stargazerCount": 3497
+        "stargazerCount": 3506
       }
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     {
@@ -25972,7 +26418,7 @@
         "agentic-coding"
       ],
       "version": "1.0.0",
-      "updatedAt": "2026-09-11T14:19:44Z",
+      "updatedAt": "2026-09-14T05:15:52Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/cap-js/mcp-server#readme",
@@ -25988,7 +26434,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.carterchencc%2Fnomas/versions/1.3.2",
       "description": "Parsed SEC events by CIK/CUSIP: 8-K items, Form 144, Form D, FTD. Not EDGAR HTML.",
       "version": "1.3.2",
-      "updatedAt": "2026-09-11T14:19:45Z",
+      "updatedAt": "2026-09-14T05:15:53Z",
       "metadata": {
         "readmeUrl": "https://github.com/carterchencc/nomas_mcp#readme",
         "repository": "https://github.com/carterchencc/nomas_mcp",
@@ -26015,7 +26461,7 @@
         "bug-detection"
       ],
       "version": "0.6.0",
-      "updatedAt": "2026-09-11T14:19:46Z",
+      "updatedAt": "2026-09-14T05:15:54Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/chriswu727/argus#readme",
@@ -26044,13 +26490,13 @@
         "documentation"
       ],
       "version": "0.1.5",
-      "updatedAt": "2026-09-11T14:19:48Z",
+      "updatedAt": "2026-09-14T05:15:56Z",
       "metadata": {
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         "readmeUrl": "https://github.com/cometchat/docs-mcp#readme",
         "repository": "https://github.com/cometchat/docs-mcp",
         "repositorySource": "github",
-        "stargazerCount": 78,
+        "stargazerCount": 82,
         "websiteUrl": "https://www.cometchat.com/docs/mcp-server"
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@@ -26073,7 +26519,7 @@
         "context"
       ],
       "version": "0.4.81",
-      "updatedAt": "2026-09-11T14:19:49Z",
+      "updatedAt": "2026-09-14T05:15:57Z",
       "metadata": {
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         "readmeUrl": "https://github.com/contextstream/mcp-server#readme",
@@ -26090,7 +26536,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.devchad-cmd%2Fskilldb/versions/0.8.3",
       "description": "A registry of 5,900+ peer-authored skills any MCP agent can search and load on demand.",
       "version": "0.8.3",
-      "updatedAt": "2026-09-11T14:19:52Z",
+      "updatedAt": "2026-09-14T05:15:58Z",
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         "readmeUrl": "https://github.com/devchad-cmd/skilldb-sdk#readme",
@@ -26118,7 +26564,7 @@
         "model-context-protocol"
       ],
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-      "updatedAt": "2026-09-11T14:19:53Z",
+      "updatedAt": "2026-09-14T05:15:59Z",
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         "repository": "https://github.com/dsers/dsers-mcp-server",
@@ -26142,7 +26588,7 @@
         "observability"
       ],
       "version": "1.1.1",
-      "updatedAt": "2026-09-11T14:19:55Z",
+      "updatedAt": "2026-09-14T05:16:00Z",
       "metadata": {
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         "readmeUrl": "https://github.com/dynatrace-oss/dynatrace-managed-mcp#readme",
@@ -26158,7 +26604,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.f%2Fprompts.chat-mcp/versions/1.0.9",
       "description": "Search and retrieve AI prompts from prompts.chat, the social platform for AI prompts.",
       "version": "1.0.9",
-      "updatedAt": "2026-09-11T14:19:56Z",
+      "updatedAt": "2026-09-14T05:16:02Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/f/prompts.chat-mcp#readme",
@@ -26174,7 +26620,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.flinker-app%2Fifc-mcp/versions/0.1.17",
       "description": "Local IFC/BIM MCP server with IfcOpenShell Python in Pyodide and an IFC viewer.",
       "version": "0.1.17",
-      "updatedAt": "2026-09-11T14:19:57Z",
+      "updatedAt": "2026-09-14T05:16:03Z",
       "metadata": {
         "primaryLanguage": "JavaScript",
         "readmeUrl": "https://github.com/flinker-app/ifc-mcp#readme",
@@ -26194,14 +26640,14 @@
         "tag-production"
       ],
       "version": "0.25.0",
-      "updatedAt": "2026-09-11T14:19:59Z",
+      "updatedAt": "2026-09-14T05:16:04Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/getsentry/sentry-mcp/tree/HEAD/packages/mcp-server",
         "repository": "https://github.com/getsentry/sentry-mcp",
         "repositorySource": "github",
         "repositorySubfolder": "packages/mcp-server",
-        "stargazerCount": 846
+        "stargazerCount": 849
       }
     },
     {
@@ -26216,13 +26662,13 @@
         "mcp-server"
       ],
       "version": "1.12.1",
-      "updatedAt": "2026-09-11T14:20:00Z",
+      "updatedAt": "2026-09-14T05:16:06Z",
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         "readmeUrl": "https://github.com/github/github-mcp-server#readme",
         "repository": "https://github.com/github/github-mcp-server",
         "repositorySource": "github",
-        "stargazerCount": 32869
+        "stargazerCount": 32914
       }
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@@ -26237,7 +26683,7 @@
         "mcp-server"
       ],
       "version": "0.6.0",
-      "updatedAt": "2026-09-11T14:20:02Z",
+      "updatedAt": "2026-09-14T05:16:08Z",
       "metadata": {
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         "readmeUrl": "https://github.com/goreleaser/mcp#readme",
@@ -26253,7 +26699,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.hashicorp%2Fterraform-mcp-server/versions/1.0.0",
       "description": "Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise",
       "version": "1.0.0",
-      "updatedAt": "2026-09-11T14:20:04Z",
+      "updatedAt": "2026-09-14T05:16:09Z",
       "metadata": {
         "primaryLanguage": "Go",
         "readmeUrl": "https://github.com/hashicorp/terraform-mcp-server#readme",
@@ -26281,7 +26727,7 @@
         "services"
       ],
       "version": "0.1.0",
-      "updatedAt": "2026-09-11T14:20:05Z",
+      "updatedAt": "2026-09-14T05:16:11Z",
       "metadata": {
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         "readmeUrl": "https://github.com/holomodular/ServiceBricks#readme",
@@ -26306,13 +26752,13 @@
         "gemini-cli-extension"
       ],
       "version": "1.59.0",
-      "updatedAt": "2026-09-11T14:20:07Z",
+      "updatedAt": "2026-09-14T05:16:12Z",
       "metadata": {
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         "readmeUrl": "https://github.com/hostinger/api-mcp-server#readme",
         "repository": "https://github.com/hostinger/api-mcp-server",
         "repositorySource": "github",
-        "stargazerCount": 151
+        "stargazerCount": 154
       }
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     {
@@ -26334,13 +26780,13 @@
         "privacy"
       ],
       "version": "2.2.0",
-      "updatedAt": "2026-09-11T14:20:10Z",
+      "updatedAt": "2026-09-14T05:16:15Z",
       "metadata": {
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         "readmeUrl": "https://github.com/ihor-sokoliuk/mcp-searxng#readme",
         "repository": "https://github.com/ihor-sokoliuk/mcp-searxng",
         "repositorySource": "github",
-        "stargazerCount": 1221
+        "stargazerCount": 1232
       }
     },
     {
@@ -26362,7 +26808,7 @@
         "rag"
       ],
       "version": "4.16.0",
-      "updatedAt": "2026-09-11T14:20:13Z",
+      "updatedAt": "2026-09-14T05:16:17Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/jagoff/memo#readme",
@@ -26389,7 +26835,7 @@
         "jfrog-mcp"
       ],
       "version": "0.1.1",
-      "updatedAt": "2026-09-11T14:20:15Z",
+      "updatedAt": "2026-09-14T05:16:20Z",
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         "repository": "https://github.com/jfrog/jfrog-mcp-server",
@@ -26404,7 +26850,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.likhithreddy%2Ffittok/versions/0.11.1",
       "description": "Retrieve only the relevant code for a codebase question, within a token budget.",
       "version": "0.11.1",
-      "updatedAt": "2026-09-11T14:20:17Z",
+      "updatedAt": "2026-09-14T05:16:21Z",
       "metadata": {
         "primaryLanguage": "Python",
         "readmeUrl": "https://github.com/likhithreddy/fittok#readme",
@@ -26420,7 +26866,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.mapbox%2Fmcp-devkit-server/versions/0.8.2",
       "description": "Provides AI assistants with direct access to Mapbox developer APIs and documentation.",
       "version": "0.8.2",
-      "updatedAt": "2026-09-11T14:20:18Z",
+      "updatedAt": "2026-09-14T05:16:23Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/mapbox/mcp-devkit-server#readme",
@@ -26436,7 +26882,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.mapbox%2Fmcp-server/versions/99.0.0-dev",
       "description": "Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc.",
       "version": "99.0.0-dev",
-      "updatedAt": "2026-09-11T14:20:20Z",
+      "updatedAt": "2026-09-14T05:16:24Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/mapbox/mcp-server#readme",
@@ -26452,12 +26898,12 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.microsoft%2FEnterpriseMCP/versions/1.0.0",
       "description": "Official Microsoft MCP Server to query Microsoft Entra data using natural language",
       "version": "1.0.0",
-      "updatedAt": "2026-09-11T14:20:21Z",
+      "updatedAt": "2026-09-14T05:16:26Z",
       "metadata": {
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         "repository": "https://github.com/microsoft/EnterpriseMCP",
         "repositorySource": "github",
-        "stargazerCount": 53
+        "stargazerCount": 54
       }
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@@ -26473,7 +26919,7 @@
         "mcp-server"
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       "version": "1.0.2026090704",
-      "updatedAt": "2026-09-11T14:20:24Z",
+      "updatedAt": "2026-09-14T05:16:27Z",
       "metadata": {
         "primaryLanguage": "C#",
         "readmeUrl": "https://github.com/microsoft/mcp-dotnet-samples#readme",
@@ -26490,7 +26936,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.github.miroapp%2Fmcp-server/versions/1.0.2",
       "description": "Official Miro MCP server - Supports context to code and creating diagrams, docs, and data tables.",
       "version": "1.0.2",
-      "updatedAt": "2026-09-11T14:20:28Z",
+      "updatedAt": "2026-09-14T05:16:31Z",
       "metadata": {
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         "readmeUrl": "https://github.com/miroapp/miro-ai#readme",
@@ -26518,7 +26964,7 @@
         "mcp-server-card"
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@@ -27429,7 +27875,7 @@
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@@ -27488,7 +27934,7 @@
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       "description": "Debug production issues using Shipbook logs and Loglytics error insights.",
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         "readmeUrl": "https://github.com/snyk/studio-mcp#readme",
@@ -27525,7 +27971,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/io.unstructured%2Ftransform/versions/0.7.2",
       "description": "Turn documents into structured, AI-ready data by parsing, enriching, chunking, and embedding.",
       "version": "0.7.2",
-      "updatedAt": "2026-09-11T14:22:20Z",
+      "updatedAt": "2026-09-14T05:17:34Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Unstructured-IO/unstructured-mcp-integrations#readme",
@@ -27570,7 +28016,7 @@
         "readmeUrl": "https://github.com/makenotion/notion-mcp-server#readme",
         "repository": "https://github.com/makenotion/notion-mcp-server",
         "repositorySource": "github",
-        "stargazerCount": 4625
+        "stargazerCount": 4632
       }
     },
     {
@@ -27588,7 +28034,7 @@
         "speedtest"
       ],
       "version": "1.1.3",
-      "updatedAt": "2026-09-11T14:22:25Z",
+      "updatedAt": "2026-09-14T05:17:36Z",
       "metadata": {
         "readmeUrl": "https://github.com/SpeedOfMe/speedofme-mcp#readme",
         "repository": "https://github.com/SpeedOfMe/speedofme-mcp",
@@ -27610,7 +28056,7 @@
         "readmeUrl": "https://github.com/microsoft/azure-devops-mcp#readme",
         "repository": "https://github.com/microsoft/azure-devops-mcp",
         "repositorySource": "github",
-        "stargazerCount": 2010
+        "stargazerCount": 2011
       }
     },
     {
@@ -27630,7 +28076,7 @@
         "readmeUrl": "https://github.com/microsoft/clarity-mcp-server#readme",
         "repository": "https://github.com/microsoft/clarity-mcp-server",
         "repositorySource": "github",
-        "stargazerCount": 115
+        "stargazerCount": 116
       }
     },
     {
@@ -27686,7 +28132,7 @@
         "readmeUrl": "https://github.com/microsoft/markitdown#readme",
         "repository": "https://github.com/microsoft/markitdown",
         "repositorySource": "github",
-        "stargazerCount": 182601
+        "stargazerCount": 183689
       }
     },
     {
@@ -27706,7 +28152,7 @@
         "readmeUrl": "https://github.com/microsoft/playwright-mcp#readme",
         "repository": "https://github.com/microsoft/playwright-mcp",
         "repositorySource": "github",
-        "stargazerCount": 37010
+        "stargazerCount": 37072
       }
     },
     {
@@ -27734,7 +28180,7 @@
         "readmeUrl": "https://github.com/microsoftdocs/mcp#readme",
         "repository": "https://github.com/microsoftdocs/mcp",
         "repositorySource": "github",
-        "stargazerCount": 1884
+        "stargazerCount": 1887
       }
     },
     {
@@ -27750,7 +28196,7 @@
         "readmeUrl": "https://github.com/neondatabase/mcp-server-neon#readme",
         "repository": "https://github.com/neondatabase/mcp-server-neon",
         "repositorySource": "github",
-        "stargazerCount": 637
+        "stargazerCount": 642
       }
     },
     {
@@ -27778,7 +28224,7 @@
       "identifier": "urn:air:registry.modelcontextprotocol.io:one.faf:claude-faf-mcp",
       "displayName": "Claude FAF",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/one.faf%2Fclaude-faf-mcp/versions/5.22.1",
+      "url": "https://api.mcp.github.com/v0.1/servers/one.faf%2Fclaude-faf-mcp/versions/6.0.0",
       "description": "Persistent project context for Claude. IANA-registered .faf format.",
       "tags": [
         "ai",
@@ -27792,8 +28238,8 @@
         "mcp-server",
         "model-context-protocol"
       ],
-      "version": "5.22.1",
-      "updatedAt": "2026-09-11T14:22:39Z",
+      "version": "6.0.0",
+      "updatedAt": "2026-09-14T05:17:37Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Wolfe-Jam/claude-faf-mcp#readme",
@@ -27822,7 +28268,7 @@
         "typescript"
       ],
       "version": "3.0.2",
-      "updatedAt": "2026-09-11T14:22:40Z",
+      "updatedAt": "2026-09-14T05:17:38Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/Wolfe-Jam/faf-mcp#readme",
@@ -27857,14 +28303,14 @@
         "readmeUrl": "https://github.com/oraios/serena#readme",
         "repository": "https://github.com/oraios/serena",
         "repositorySource": "github",
-        "stargazerCount": 29180
+        "stargazerCount": 29277
       }
     },
     {
       "identifier": "urn:air:registry.modelcontextprotocol.io:org.sylin:ghostlight",
       "displayName": "Sylin Ghostlight",
       "type": "application/mcp-server+json",
-      "url": "https://api.mcp.github.com/v0.1/servers/org.sylin%2Fghostlight/versions/1.3.5",
+      "url": "https://api.mcp.github.com/v0.1/servers/org.sylin%2Fghostlight/versions/1.3.6",
       "description": "Visible local browser automation in signed-in Chromium, with optional policy and audit.",
       "tags": [
         "access-control",
@@ -27878,8 +28324,8 @@
         "model-context-protocol",
         "rust"
       ],
-      "version": "1.3.5",
-      "updatedAt": "2026-09-11T14:22:43Z",
+      "version": "1.3.6",
+      "updatedAt": "2026-09-14T05:17:40Z",
       "metadata": {
         "primaryLanguage": "Rust",
         "readmeUrl": "https://github.com/sylin-org/ghostlight#readme",
@@ -27908,13 +28354,13 @@
         "typescript"
       ],
       "version": "1.0.1",
-      "updatedAt": "2026-09-11T14:22:45Z",
+      "updatedAt": "2026-09-14T05:17:41Z",
       "metadata": {
         "primaryLanguage": "TypeScript",
         "readmeUrl": "https://github.com/gamedevpl/www.gamedev.pl#readme",
         "repository": "https://github.com/gamedevpl/www.gamedev.pl",
         "repositorySource": "github",
-        "stargazerCount": 14,
+        "stargazerCount": 15,
         "websiteUrl": "https://www.gamedev.pl"
       }
     },
@@ -27967,7 +28413,7 @@
       "url": "https://api.mcp.github.com/v0.1/servers/uk.sadiqoon%2Fsakh/versions/1.0.1",
       "description": "Ayatollah Khamenei corpus: fatwas, lectures, knowledge graph. Arabic/Persian. Research access.",
       "version": "1.0.1",
-      "updatedAt": "2026-09-11T14:22:49Z",
+      "updatedAt": "2026-09-14T05:17:43Z",
       "metadata": {
         "readmeUrl": "https://github.com/SADIQOON-LTD/sakh-mcp#readme",
         "repository": "https://github.com/SADIQOON-LTD/sakh-mcp",
@@ -28000,7 +28446,7 @@
         "readmeUrl": "https://github.com/zapier/zapier-mcp#readme",
         "repository": "https://github.com/zapier/zapier-mcp",
         "repositorySource": "github",
-        "stargazerCount": 405
+        "stargazerCount": 408
       }
     }
   ]
diff --git a/catalog/huggingface/openenv-browsergym-33857788.json b/catalog/huggingface/openenv-browsergym-33857788.json
new file mode 100644
index 0000000..d4cff2e
--- /dev/null
+++ b/catalog/huggingface/openenv-browsergym-33857788.json
@@ -0,0 +1,69 @@
+{
+  "@context": "https://agenticresourcediscovery.org/context/v1",
+  "capabilities": [],
+  "data": {
+    "artifact_availability": "resolvable",
+    "artifacts": [
+      {
+        "kind": "git",
+        "path": "envs/browsergym_env",
+        "revision": "338577885c00d69a92e652991b367fa246918093",
+        "uri": "https://github.com/huggingface/OpenEnv.git"
+      }
+    ],
+    "description": "Use browser actions such as click, fill, keyboard input, and scroll to complete web tasks. BrowserGym returns task goals and page observations for browser-agent training and evaluation.",
+    "framework_requirement": "openenv>=0.2.3",
+    "interfaces": [
+      {
+        "protocol": "openenv",
+        "role": "orchestration"
+      }
+    ],
+    "license": "BSD-3-Clause",
+    "license_url": "https://github.com/huggingface/OpenEnv/blob/338577885c00d69a92e652991b367fa246918093/LICENSE",
+    "name": "browsergym_env",
+    "owner": {
+      "authority": "github.com",
+      "id": "huggingface"
+    },
+    "schema_version": "0.1-draft",
+    "source": {
+      "id": "huggingface/OpenEnv",
+      "path": "envs/browsergym_env",
+      "provider": "github",
+      "revision": "338577885c00d69a92e652991b367fa246918093",
+      "uri": "https://github.com/huggingface/OpenEnv.git"
+    }
+  },
+  "description": "Use browser actions such as click, fill, keyboard input, and scroll to complete web tasks. BrowserGym returns task goals and page observations for browser-agent training and evaluation.",
+  "displayName": "BrowserGym web tasks",
+  "identifier": "urn:air:github.com:huggingface.OpenEnv:f780a687c0d809781e37582fb9082993df12110fcf7cb130d6da7193b0e7d68c:338577885c00d69a92e652991b367fa246918093",
+  "metadata": {
+    "provenance": {
+      "description": "envs/browsergym_env/discovery.json#description",
+      "framework_requirement": "envs/browsergym_env/pyproject.toml#project.dependencies",
+      "license": "LICENSE",
+      "name": "envs/browsergym_env/openenv.yaml#name",
+      "source": "https://github.com/huggingface/OpenEnv.git",
+      "representativeQueries": "envs/browsergym_env/discovery.json#representative_queries",
+      "displayName": "catalog/huggingface/openenv-browsergym-33857788.json#displayName"
+    },
+    "sourceSet": "huggingface/OpenEnv",
+    "repoPath": "envs/browsergym_env/openenv.yaml",
+    "declarationProfile": "openenv-discovery/0.1-draft",
+    "snapshotDigest": "sha256:105b0d254b72b599f1544b371d50fb7e0f0c3f7badf224b91791db7868ee929a"
+  },
+  "representativeQueries": [
+    "find a browser environment for web navigation tasks",
+    "train a web agent on form entry and button interaction",
+    "find an OpenEnv adapter for MiniWoB browser tasks"
+  ],
+  "tags": [
+    "browser-actions",
+    "browsergym",
+    "openenv",
+    "rl-environment",
+    "web-automation"
+  ],
+  "type": "application/vnd.openenv.environment-card+json"
+}
diff --git a/catalog/huggingface/openenv-calendar-33857788.json b/catalog/huggingface/openenv-calendar-33857788.json
new file mode 100644
index 0000000..f00aa39
--- /dev/null
+++ b/catalog/huggingface/openenv-calendar-33857788.json
@@ -0,0 +1,85 @@
+{
+  "@context": "https://agenticresourcediscovery.org/context/v1",
+  "capabilities": [
+    "list_events",
+    "get_event",
+    "create_event",
+    "update_event",
+    "delete_event"
+  ],
+  "data": {
+    "artifact_availability": "resolvable",
+    "artifacts": [
+      {
+        "kind": "git",
+        "path": "envs/calendar_env",
+        "revision": "338577885c00d69a92e652991b367fa246918093",
+        "uri": "https://github.com/huggingface/OpenEnv.git"
+      }
+    ],
+    "description": "Perform scheduling tasks against a simulated calendar using MCP event tools. Scenarios provide seeded data and SQL checks for task outcomes.",
+    "framework_requirement": "openenv>=0.2.0",
+    "interfaces": [
+      {
+        "protocol": "openenv",
+        "role": "orchestration"
+      },
+      {
+        "protocol": "mcp",
+        "role": "agent-tools",
+        "source_revision": "338577885c00d69a92e652991b367fa246918093",
+        "status": "declared"
+      }
+    ],
+    "license": "BSD-3-Clause",
+    "license_url": "https://github.com/huggingface/OpenEnv/blob/338577885c00d69a92e652991b367fa246918093/LICENSE",
+    "manifest_spec_version": 1,
+    "name": "calendar_env",
+    "owner": {
+      "authority": "github.com",
+      "id": "huggingface"
+    },
+    "schema_version": "0.1-draft",
+    "source": {
+      "id": "huggingface/OpenEnv",
+      "path": "envs/calendar_env",
+      "provider": "github",
+      "revision": "338577885c00d69a92e652991b367fa246918093",
+      "uri": "https://github.com/huggingface/OpenEnv.git"
+    }
+  },
+  "description": "Perform scheduling tasks against a simulated calendar using MCP event tools. Scenarios provide seeded data and SQL checks for task outcomes.",
+  "displayName": "Calendar scheduling",
+  "identifier": "urn:air:github.com:huggingface.OpenEnv:c30ffa24e1ba51c93b85a00a25c6098cddc26c45c1c777d9cbedd575494e4f20:338577885c00d69a92e652991b367fa246918093",
+  "metadata": {
+    "provenance": {
+      "agent_tools": "envs/calendar_env/server/calendar_mcp/tools/events.py",
+      "description": "envs/calendar_env/discovery.json#description",
+      "framework_requirement": "envs/calendar_env/pyproject.toml#project.dependencies",
+      "license": "LICENSE",
+      "manifest_spec_version": "envs/calendar_env/openenv.yaml#spec_version",
+      "name": "envs/calendar_env/openenv.yaml#name",
+      "source": "https://github.com/huggingface/OpenEnv.git",
+      "representativeQueries": "envs/calendar_env/discovery.json#representative_queries",
+      "displayName": "catalog/huggingface/openenv-calendar-33857788.json#displayName"
+    },
+    "sourceSet": "huggingface/OpenEnv",
+    "repoPath": "envs/calendar_env/openenv.yaml",
+    "declarationProfile": "openenv-discovery/0.1-draft",
+    "snapshotDigest": "sha256:105b0d254b72b599f1544b371d50fb7e0f0c3f7badf224b91791db7868ee929a"
+  },
+  "representativeQueries": [
+    "find a calendar simulation for scheduling workflows",
+    "evaluate an agent that creates and updates calendar events",
+    "find MCP calendar tools with scenario-based outcome checks"
+  ],
+  "tags": [
+    "calendar",
+    "mcp",
+    "openenv",
+    "rl-environment",
+    "scheduling",
+    "tool-use"
+  ],
+  "type": "application/vnd.openenv.environment-card+json"
+}
diff --git a/catalog/huggingface/openenv-chess-33857788.json b/catalog/huggingface/openenv-chess-33857788.json
new file mode 100644
index 0000000..3104860
--- /dev/null
+++ b/catalog/huggingface/openenv-chess-33857788.json
@@ -0,0 +1,72 @@
+{
+  "@context": "https://agenticresourcediscovery.org/context/v1",
+  "capabilities": [],
+  "data": {
+    "artifact_availability": "resolvable",
+    "artifacts": [
+      {
+        "kind": "git",
+        "path": "envs/chess_env",
+        "revision": "338577885c00d69a92e652991b367fa246918093",
+        "uri": "https://github.com/huggingface/OpenEnv.git"
+      }
+    ],
+    "description": "Play chess with legal UCI moves against a Moonfish engine, a random opponent, or in self-play. Observations include the FEN board position, legal moves, and game outcome.",
+    "framework_requirement": "openenv>=0.2.2",
+    "interfaces": [
+      {
+        "protocol": "openenv",
+        "role": "orchestration"
+      }
+    ],
+    "license": "BSD-3-Clause",
+    "license_url": "https://github.com/huggingface/OpenEnv/blob/338577885c00d69a92e652991b367fa246918093/LICENSE",
+    "manifest_spec_version": 1,
+    "name": "chess_env",
+    "owner": {
+      "authority": "github.com",
+      "id": "huggingface"
+    },
+    "schema_version": "0.1-draft",
+    "source": {
+      "id": "huggingface/OpenEnv",
+      "path": "envs/chess_env",
+      "provider": "github",
+      "revision": "338577885c00d69a92e652991b367fa246918093",
+      "uri": "https://github.com/huggingface/OpenEnv.git"
+    }
+  },
+  "description": "Play chess with legal UCI moves against a Moonfish engine, a random opponent, or in self-play. Observations include the FEN board position, legal moves, and game outcome.",
+  "displayName": "Chess environment",
+  "identifier": "urn:air:github.com:huggingface.OpenEnv:9314f31e3366f50694bdf01233bcd9c5529185b86ffc87cae6b1b76da0176cce:338577885c00d69a92e652991b367fa246918093",
+  "metadata": {
+    "provenance": {
+      "description": "envs/chess_env/discovery.json#description",
+      "framework_requirement": "envs/chess_env/pyproject.toml#project.dependencies",
+      "license": "LICENSE",
+      "manifest_spec_version": "envs/chess_env/openenv.yaml#spec_version",
+      "name": "envs/chess_env/openenv.yaml#name",
+      "source": "https://github.com/huggingface/OpenEnv.git",
+      "representativeQueries": "envs/chess_env/discovery.json#representative_queries",
+      "displayName": "catalog/huggingface/openenv-chess-33857788.json#displayName"
+    },
+    "sourceSet": "huggingface/OpenEnv",
+    "repoPath": "envs/chess_env/openenv.yaml",
+    "declarationProfile": "openenv-discovery/0.1-draft",
+    "snapshotDigest": "sha256:105b0d254b72b599f1544b371d50fb7e0f0c3f7badf224b91791db7868ee929a"
+  },
+  "representativeQueries": [
+    "find a chess environment with a configurable opponent",
+    "evaluate move selection from a FEN board position",
+    "run chess self-play through an OpenEnv client"
+  ],
+  "tags": [
+    "board-game",
+    "chess",
+    "openenv",
+    "rl-environment",
+    "self-play",
+    "strategy"
+  ],
+  "type": "application/vnd.openenv.environment-card+json"
+}
diff --git a/catalog/huggingface/openenv-coding-33857788.json b/catalog/huggingface/openenv-coding-33857788.json
new file mode 100644
index 0000000..9f7be29
--- /dev/null
+++ b/catalog/huggingface/openenv-coding-33857788.json
@@ -0,0 +1,69 @@
+{
+  "@context": "https://agenticresourcediscovery.org/context/v1",
+  "capabilities": [],
+  "data": {
+    "artifact_availability": "resolvable",
+    "artifacts": [
+      {
+        "kind": "git",
+        "path": "envs/coding_env",
+        "revision": "338577885c00d69a92e652991b367fa246918093",
+        "uri": "https://github.com/huggingface/OpenEnv.git"
+      }
+    ],
+    "description": "Run Python snippets and inspect standard output, standard error, and exit status. Reset starts a fresh code-execution session.",
+    "framework_requirement": "openenv>=0.2.2",
+    "interfaces": [
+      {
+        "protocol": "openenv",
+        "role": "orchestration"
+      }
+    ],
+    "license": "BSD-3-Clause",
+    "license_url": "https://github.com/huggingface/OpenEnv/blob/338577885c00d69a92e652991b367fa246918093/LICENSE",
+    "name": "coding_env",
+    "owner": {
+      "authority": "github.com",
+      "id": "huggingface"
+    },
+    "schema_version": "0.1-draft",
+    "source": {
+      "id": "huggingface/OpenEnv",
+      "path": "envs/coding_env",
+      "provider": "github",
+      "revision": "338577885c00d69a92e652991b367fa246918093",
+      "uri": "https://github.com/huggingface/OpenEnv.git"
+    }
+  },
+  "description": "Run Python snippets and inspect standard output, standard error, and exit status. Reset starts a fresh code-execution session.",
+  "displayName": "Python code execution",
+  "identifier": "urn:air:github.com:huggingface.OpenEnv:6ec0c5544b59997c143879ef8c3c572542841b4711bac7b5791c7c23717a50dd:338577885c00d69a92e652991b367fa246918093",
+  "metadata": {
+    "provenance": {
+      "description": "envs/coding_env/discovery.json#description",
+      "framework_requirement": "envs/coding_env/pyproject.toml#project.dependencies",
+      "license": "LICENSE",
+      "name": "envs/coding_env/openenv.yaml#name",
+      "source": "https://github.com/huggingface/OpenEnv.git",
+      "representativeQueries": "envs/coding_env/discovery.json#representative_queries",
+      "displayName": "catalog/huggingface/openenv-coding-33857788.json#displayName"
+    },
+    "sourceSet": "huggingface/OpenEnv",
+    "repoPath": "envs/coding_env/openenv.yaml",
+    "declarationProfile": "openenv-discovery/0.1-draft",
+    "snapshotDigest": "sha256:105b0d254b72b599f1544b371d50fb7e0f0c3f7badf224b91791db7868ee929a"
+  },
+  "representativeQueries": [
+    "find an environment for executing Python code actions",
+    "test a coding agent with stdout stderr and exit-code feedback",
+    "find a Python execution environment for agent rollouts"
+  ],
+  "tags": [
+    "code-execution",
+    "openenv",
+    "programming",
+    "python",
+    "rl-environment"
+  ],
+  "type": "application/vnd.openenv.environment-card+json"
+}
diff --git a/catalog/huggingface/openenv-echo-33857788.json b/catalog/huggingface/openenv-echo-33857788.json
new file mode 100644
index 0000000..d4a2544
--- /dev/null
+++ b/catalog/huggingface/openenv-echo-33857788.json
@@ -0,0 +1,79 @@
+{
+  "@context": "https://agenticresourcediscovery.org/context/v1",
+  "capabilities": [
+    "echo_message",
+    "echo_with_length"
+  ],
+  "data": {
+    "artifact_availability": "resolvable",
+    "artifacts": [
+      {
+        "kind": "git",
+        "path": "envs/echo_env",
+        "revision": "338577885c00d69a92e652991b367fa246918093",
+        "uri": "https://github.com/huggingface/OpenEnv.git"
+      }
+    ],
+    "description": "Echo Environment for OpenEnv - simple test environment that echoes back messages",
+    "framework_requirement": "openenv>=0.3.1",
+    "interfaces": [
+      {
+        "protocol": "openenv",
+        "role": "orchestration"
+      },
+      {
+        "protocol": "mcp",
+        "role": "agent-tools",
+        "source_revision": "338577885c00d69a92e652991b367fa246918093",
+        "status": "declared"
+      }
+    ],
+    "license": "BSD-3-Clause",
+    "license_url": "https://github.com/huggingface/OpenEnv/blob/338577885c00d69a92e652991b367fa246918093/LICENSE",
+    "manifest_spec_version": 1,
+    "name": "echo_env",
+    "owner": {
+      "authority": "github.com",
+      "id": "huggingface"
+    },
+    "schema_version": "0.1-draft",
+    "source": {
+      "id": "huggingface/OpenEnv",
+      "path": "envs/echo_env",
+      "provider": "github",
+      "revision": "338577885c00d69a92e652991b367fa246918093",
+      "uri": "https://github.com/huggingface/OpenEnv.git"
+    }
+  },
+  "description": "Echo Environment for OpenEnv - simple test environment that echoes back messages",
+  "displayName": "Echo smoke test",
+  "identifier": "urn:air:github.com:huggingface.OpenEnv:b09a48991371fd47a5169a153573c03dd858488f53b3e02eaa218bddd0d38fd8:338577885c00d69a92e652991b367fa246918093",
+  "metadata": {
+    "provenance": {
+      "agent_tools": "envs/echo_env/server/echo_environment.py",
+      "description": "envs/echo_env/pyproject.toml#project.description",
+      "framework_requirement": "envs/echo_env/pyproject.toml#project.dependencies",
+      "license": "LICENSE",
+      "manifest_spec_version": "envs/echo_env/openenv.yaml#spec_version",
+      "name": "envs/echo_env/openenv.yaml#name",
+      "source": "https://github.com/huggingface/OpenEnv.git",
+      "representativeQueries": "envs/echo_env/discovery.json#representative_queries",
+      "displayName": "catalog/huggingface/openenv-echo-33857788.json#displayName"
+    },
+    "sourceSet": "huggingface/OpenEnv",
+    "repoPath": "envs/echo_env/openenv.yaml",
+    "declarationProfile": "openenv-discovery/0.1-draft",
+    "snapshotDigest": "sha256:105b0d254b72b599f1544b371d50fb7e0f0c3f7badf224b91791db7868ee929a"
+  },
+  "representativeQueries": [
+    "find an environment that echoes a message",
+    "find a minimal environment for checking OpenEnv tool calls",
+    "find an environment for a client smoke test"
+  ],
+  "tags": [
+    "openenv",
+    "rl-environment",
+    "smoke-test"
+  ],
+  "type": "application/vnd.openenv.environment-card+json"
+}
diff --git a/catalog/huggingface/openenv-reasoning-gym-33857788.json b/catalog/huggingface/openenv-reasoning-gym-33857788.json
new file mode 100644
index 0000000..1a26f43
--- /dev/null
+++ b/catalog/huggingface/openenv-reasoning-gym-33857788.json
@@ -0,0 +1,72 @@
+{
+  "@context": "https://agenticresourcediscovery.org/context/v1",
+  "capabilities": [],
+  "data": {
+    "artifact_availability": "resolvable",
+    "artifacts": [
+      {
+        "kind": "git",
+        "path": "envs/reasoning_gym_env",
+        "revision": "338577885c00d69a92e652991b367fa246918093",
+        "uri": "https://github.com/huggingface/OpenEnv.git"
+      }
+    ],
+    "description": "Single-step reasoning tasks present one question per episode and use dataset-defined answer scoring. Configure seeded question datasets for reproducible reasoning rollouts.",
+    "framework_requirement": "openenv>=0.2.2",
+    "interfaces": [
+      {
+        "protocol": "openenv",
+        "role": "orchestration"
+      }
+    ],
+    "license": "BSD-3-Clause",
+    "license_url": "https://github.com/huggingface/OpenEnv/blob/338577885c00d69a92e652991b367fa246918093/LICENSE",
+    "manifest_spec_version": 1,
+    "name": "reasoning_gym",
+    "owner": {
+      "authority": "github.com",
+      "id": "huggingface"
+    },
+    "schema_version": "0.1-draft",
+    "source": {
+      "id": "huggingface/OpenEnv",
+      "path": "envs/reasoning_gym_env",
+      "provider": "github",
+      "revision": "338577885c00d69a92e652991b367fa246918093",
+      "uri": "https://github.com/huggingface/OpenEnv.git"
+    }
+  },
+  "description": "Single-step reasoning tasks present one question per episode and use dataset-defined answer scoring. Configure seeded question datasets for reproducible reasoning rollouts.",
+  "displayName": "Reasoning Gym questions",
+  "identifier": "urn:air:github.com:huggingface.OpenEnv:cb78fd052cc9d1a5800a1a9a89ac646b83781d7cacb8b7f883d0122dce3a9577:338577885c00d69a92e652991b367fa246918093",
+  "metadata": {
+    "provenance": {
+      "description": "envs/reasoning_gym_env/discovery.json#description",
+      "framework_requirement": "envs/reasoning_gym_env/pyproject.toml#project.dependencies",
+      "license": "LICENSE",
+      "manifest_spec_version": "envs/reasoning_gym_env/openenv.yaml#spec_version",
+      "name": "envs/reasoning_gym_env/openenv.yaml#name",
+      "source": "https://github.com/huggingface/OpenEnv.git",
+      "representativeQueries": "envs/reasoning_gym_env/discovery.json#representative_queries",
+      "displayName": "catalog/huggingface/openenv-reasoning-gym-33857788.json#displayName"
+    },
+    "sourceSet": "huggingface/OpenEnv",
+    "repoPath": "envs/reasoning_gym_env/openenv.yaml",
+    "declarationProfile": "openenv-discovery/0.1-draft",
+    "snapshotDigest": "sha256:105b0d254b72b599f1544b371d50fb7e0f0c3f7badf224b91791db7868ee929a"
+  },
+  "representativeQueries": [
+    "find configurable reasoning questions with graded answers",
+    "evaluate answers on seeded procedural reasoning tasks",
+    "find a single-step question-answer environment"
+  ],
+  "tags": [
+    "openenv",
+    "procedural-tasks",
+    "question-answering",
+    "reasoning",
+    "rl-environment",
+    "single-step"
+  ],
+  "type": "application/vnd.openenv.environment-card+json"
+}
diff --git a/scripts/generate_ai_catalog.py b/scripts/generate_ai_catalog.py
index 925ee2b..3def38e 100644
--- a/scripts/generate_ai_catalog.py
+++ b/scripts/generate_ai_catalog.py
@@ -27,6 +27,14 @@ def fail(message):
     raise SystemExit(message)
 
 
+def canonical_identifier(identifier, source):
+    if identifier.startswith("urn:air:"):
+        return identifier
+    if identifier.startswith("urn:ai:"):
+        return "urn:air:" + identifier[len("urn:ai:") :]
+    fail(f"{source}: identifier must start with urn:air: or legacy urn:ai:")
+
+
 def validate_canvas_only_tags(tags, source):
     missing_tags = CANVAS_ONLY_REQUIRED_TAGS.difference(tags)
     if missing_tags:
@@ -140,8 +148,7 @@ def validate(entry, source):
             fail(f"{source}: url must not contain credentials")
     if has_data and not isinstance(entry["data"], dict):
         fail(f"{source}: data must be an object")
-    if not entry["identifier"].startswith("urn:ai:"):
-        fail(f"{source}: identifier must start with urn:ai:")
+    canonical_identifier(entry["identifier"], source)
 
     version = entry.get("version")
     if version is not None and (
@@ -161,7 +168,8 @@ def validate(entry, source):
         validate_canvas_only_tags(tags, source)
         if not has_url:
             fail(f"{source}: canvas-only entries must use a GitHub descriptor url")
-        if entry.get("mediaType") != CANVAS_PLUGIN_MEDIA_TYPE:
+        legacy_type = entry.get("mediaType")
+        if legacy_type is not None and legacy_type != CANVAS_PLUGIN_MEDIA_TYPE:
             fail(
                 f"{source}: canvas-only entries must use mediaType "
                 f"{CANVAS_PLUGIN_MEDIA_TYPE}"
@@ -255,7 +263,7 @@ def generate():
 
     def add(entry, source):
         generated = dict(entry)
-        generated["identifier"] = "urn:air:" + entry["identifier"][len("urn:ai:") :]
+        generated["identifier"] = canonical_identifier(entry["identifier"], source)
         if not isinstance(generated.get("type"), str) or not generated["type"].strip():
             generated["type"] = entry.get("mediaType")
         version = entry.get("version")
@@ -275,7 +283,7 @@ def add(entry, source):
             fail(f"{path.relative_to(ROOT)}: invalid JSON: {error}")
         validate(entry, path.relative_to(ROOT))
         add(entry, path.relative_to(ROOT))
-        local_identifiers.add(entry["identifier"])
+        local_identifiers.add(canonical_identifier(entry["identifier"], path.relative_to(ROOT)))
 
     remote_entries = sorted(
         load_mcp_entries(),
@@ -292,7 +300,7 @@ def add(entry, source):
     for index, entry in enumerate(remote_entries):
         source = f"{MCP_CATALOG} entry {index}"
         validate(entry, source)
-        if entry["identifier"] not in local_identifiers:
+        if canonical_identifier(entry["identifier"], source) not in local_identifiers:
             generated = dict(entry)
             record = registry_records.get(registry_record_key(entry))
             name = display_name(entry, record)
diff --git a/tests/test_extension_catalog.py b/tests/test_extension_catalog.py
new file mode 100644
index 0000000..bf811a6
--- /dev/null
+++ b/tests/test_extension_catalog.py
@@ -0,0 +1,124 @@
+import json
+import re
+import tempfile
+import unittest
+from pathlib import Path
+from unittest.mock import patch
+
+from scripts import generate_ai_catalog
+
+
+class ExtensionCatalogTest(unittest.TestCase):
+    def test_openenv_examples_cover_distinct_tasks_from_one_pinned_snapshot(self):
+        records = [
+            json.loads(path.read_text())
+            for path in sorted((generate_ai_catalog.ROOT / "catalog" / "huggingface").glob("openenv-*.json"))
+        ]
+        expected_paths = {
+            "envs/echo_env",
+            "envs/coding_env",
+            "envs/browsergym_env",
+            "envs/calendar_env",
+            "envs/chess_env",
+            "envs/reasoning_gym_env",
+        }
+        self.assertEqual({entry["data"]["source"]["path"] for entry in records}, expected_paths)
+        self.assertEqual(len(records), len(expected_paths))
+        self.assertEqual(len({entry["identifier"] for entry in records}), len(records))
+        self.assertEqual(len({entry["data"]["source"]["revision"] for entry in records}), 1)
+        self.assertEqual(len({entry["metadata"]["snapshotDigest"] for entry in records}), 1)
+        for entry in records:
+            with self.subTest(path=entry["data"]["source"]["path"]):
+                generate_ai_catalog.validate(entry, "OpenEnv curated example")
+                source = entry["data"]["source"]
+                self.assertEqual(source["uri"], "https://github.com/huggingface/OpenEnv.git")
+                self.assertRegex(source["revision"], r"^(?:[a-f0-9]{40}|[a-f0-9]{64})$")
+                self.assertTrue(entry["identifier"].endswith(":" + source["revision"]))
+                self.assertEqual(entry["description"], entry["data"]["description"])
+                self.assertGreaterEqual(len(entry["representativeQueries"]), 2)
+                self.assertLessEqual(len(entry["representativeQueries"]), 5)
+                for artifact in entry["data"]["artifacts"]:
+                    for field in ("uri", "path", "revision"):
+                        self.assertEqual(artifact[field], source[field])
+
+    def test_documented_contributor_template_is_canonical_and_valid(self):
+        document = (generate_ai_catalog.ROOT / "CONTRIBUTING.md").read_text()
+        match = re.search(r"```json\n(\{.*?\})\n```", document, re.DOTALL)
+        self.assertIsNotNone(match)
+        template = match.group(1)
+        for placeholder, value in (
+            ("<publisher>", "example"),
+            ("<repo>", "resource-repository"),
+            ("<augment-name>", "example-skill"),
+        ):
+            template = template.replace(placeholder, value)
+        entry = json.loads(template)
+        self.assertTrue(entry["identifier"].startswith("urn:air:"))
+        self.assertIn("type", entry)
+        self.assertNotIn("mediaType", entry)
+        generate_ai_catalog.validate(entry, "CONTRIBUTING.md")
+
+    def entry(self, prefix="urn:air:"):
+        return {
+            "identifier": prefix + "example.org:openenv:echo:" + "a" * 40,
+            "displayName": "Echo",
+            "type": "application/vnd.openenv.environment-card+json",
+            "data": {
+                "source": {
+                    "uri": "https://github.com/example/envs.git",
+                    "path": "envs/echo_env",
+                    "revision": "a" * 40,
+                },
+                "license": "unknown",
+                "interfaces": [{"role": "orchestration", "protocol": "openenv"}],
+            },
+            "representativeQueries": ["test client tool calls", "find a message echo environment"],
+        }
+
+    def generate(self, *entries):
+        with tempfile.TemporaryDirectory() as directory:
+            root = Path(directory)
+            publisher = root / "catalog" / "example"
+            publisher.mkdir(parents=True)
+            for index, entry in enumerate(entries):
+                (publisher / f"entry-{index}.json").write_text(json.dumps(entry))
+            with (
+                patch.object(generate_ai_catalog, "ROOT", root),
+                patch.object(generate_ai_catalog, "SOURCE_DIR", root / "catalog"),
+                patch.object(generate_ai_catalog, "load_mcp_entries", return_value=[]),
+            ):
+                return generate_ai_catalog.generate()
+
+    def test_modern_inline_extension_round_trips_without_rewriting_its_subject(self):
+        entry = self.entry()
+        rendered, count = self.generate(entry)
+        self.assertEqual(count, 1)
+        result = json.loads(rendered)["entries"][0]
+        self.assertEqual(result, entry)
+        self.assertNotIn("url", result)
+
+    def test_legacy_identifiers_are_normalized_without_double_prefixing(self):
+        entry = self.entry("urn:ai:")
+        rendered, _ = self.generate(entry)
+        result = json.loads(rendered)["entries"][0]
+        self.assertEqual(result["identifier"], self.entry()["identifier"])
+        self.assertEqual(result["data"], entry["data"])
+
+    def test_aliases_cannot_create_duplicate_generated_identities(self):
+        with self.assertRaisesRegex(SystemExit, "duplicate"):
+            self.generate(self.entry("urn:ai:"), self.entry())
+
+    def test_two_revision_cards_remain_distinct(self):
+        second = self.entry()
+        second["identifier"] = second["identifier"][:-40] + "b" * 40
+        second["data"]["source"]["revision"] = "b" * 40
+        rendered, count = self.generate(self.entry(), second)
+        self.assertEqual(count, 2)
+        self.assertEqual(
+            {entry["data"]["source"]["revision"] for entry in json.loads(rendered)["entries"]},
+            {"a" * 40, "b" * 40},
+        )
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/tests/test_generate_ai_catalog.py b/tests/test_generate_ai_catalog.py
index 20b8b4a..94bc2bc 100644
--- a/tests/test_generate_ai_catalog.py
+++ b/tests/test_generate_ai_catalog.py
@@ -107,6 +107,19 @@ def test_valid_canvas_only_entry(self):
         entry = self.canvas_entry()
         generate_ai_catalog.validate(entry, "test")
 
+    def test_canvas_only_entry_accepts_canonical_type_without_legacy_field(self):
+        entry = self.canvas_entry()
+        entry["identifier"] = entry["identifier"].replace("urn:ai:", "urn:air:", 1)
+        entry["type"] = entry.pop("mediaType")
+        generate_ai_catalog.validate(entry, "test")
+
+    def test_canvas_only_entry_rejects_a_conflicting_legacy_type(self):
+        entry = self.canvas_entry()
+        entry["type"] = generate_ai_catalog.CANVAS_PLUGIN_MEDIA_TYPE
+        entry["mediaType"] = "application/ai-skill"
+        with self.assertRaisesRegex(SystemExit, "must use mediaType"):
+            generate_ai_catalog.validate(entry, "test")
+
     def test_canvas_only_entry_requires_each_contract_tag(self):
         tags = generate_ai_catalog.CANVAS_ONLY_REQUIRED_TAGS
         for missing_tag in sorted(tags):