SyedFahad7 · Nov 10, 2026 · Nov 10, 2026 · Nov 10, 2026
diff --git a/changelog/console.mdx b/changelog/console.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Console"
 description: "Release notes for the Graphify web app at app.graphify.com: new screens, Overview and Billing changes, connector fixes and other updates, newest first."
+keywords: ["console changelog", "app.graphify.com release notes", "overview and billing updates", "connector fixes"]
 sidebarTitle: "Console"
 mode: "wide"
 hideFooterPagination: true

diff --git a/changelog/highlights.mdx b/changelog/highlights.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Highlights"
 description: "The biggest changes to hosted Graphify, explained in plain language, such as the new Overview with code findings, with the newest changes listed first."
+keywords: ["graphify highlights", "what's new in graphify", "new overview", "reviews workspace", "developer memory"]
 sidebarTitle: "Highlights"
 mode: "wide"
 hideFooterPagination: true

diff --git a/changelog/local.mdx b/changelog/local.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Local"
 description: "Where to find graphifyy open-source release notes: GitHub releases for the Graphify-Labs/graphify repo and the changelog on graphify.com."
+keywords: ["graphifyy release notes", "graphify cli changelog", "github releases", "open-source changelog"]
 hideFooterPagination: true
 sidebarTitle: "Local"
 icon: "laptop"

diff --git a/changelog/platform.mdx b/changelog/platform.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Graphify"
 description: "Release notes for hosted Graphify's reviews, formal verification, Memory, MCP server and indexing, including fixes for GitHub and GitLab, newest first."
+keywords: ["graphify release notes", "mcp sign-in", "reconnect gitlab", "@graphify review", "indexing changelog"]
 sidebarTitle: "Graphify"
 mode: "wide"
 hideFooterPagination: true

diff --git a/concepts/ask-about-your-code.mdx b/concepts/ask-about-your-code.mdx
@@ -2,6 +2,7 @@
 title: "Ask a question about your code"
 sidebarTitle: "Ask about your code"
 description: "Ask your agent a plain-English question and get back the definitions and files from your indexed repository that answer it."
+keywords: ["ask about your code", "plain english question", "indexed repository", "definitions and files"]
 surface: "cloud"
 hideFooterPagination: true
 icon: "message-circle-question-mark"

diff --git a/concepts/check-impact.mdx b/concepts/check-impact.mdx
@@ -2,6 +2,7 @@
 title: "Check the impact of a change before you make it"
 sidebarTitle: "Check the impact of a change"
 description: "Ask your agent what a change to a symbol or file reaches in your indexed repository, which files carry the most risk, and which tests cover them."
+keywords: ["change impact", "what a change reaches", "files at risk", "tests that cover a change"]
 surface: "cloud"
 hideFooterPagination: true
 icon: "radar"

diff --git a/concepts/colliding-pull-requests.mdx b/concepts/colliding-pull-requests.mdx
@@ -2,6 +2,7 @@
 title: "Find pull requests that collide before you merge"
 sidebarTitle: "Find colliding pull requests"
 description: "Find open pull requests that change the same part of your code graph, see the merge-order risk with graphify prs, and rank the review queue with a model."
+keywords: ["colliding pull requests", "merge order risk", "graphify prs", "review queue"]
 surface: "both"
 hideFooterPagination: true
 icon: "git-merge-conflict"

diff --git a/concepts/follow-calls.mdx b/concepts/follow-calls.mdx
@@ -2,6 +2,7 @@
 title: "Follow calls and trace a path between symbols"
 sidebarTitle: "Follow calls and paths"
 description: "Ask your agent what calls a function, what it calls, and how one symbol reaches another. Hosted Graphify answers from real call edges in your indexed repo."
+keywords: ["who calls this function", "callers and callees", "trace a path", "call edges"]
 surface: "cloud"
 hideFooterPagination: true
 icon: "route"

diff --git a/concepts/index-a-repository.mdx b/concepts/index-a-repository.mdx
@@ -2,6 +2,7 @@
 title: "Index your first repository in Graphify"
 sidebarTitle: "Index your first repository"
 description: "Connect a GitHub or GitLab repository to Graphify, switch on indexing, and confirm the build finished so your agent can query the graph."
+keywords: ["index a repository", "connect github", "connect gitlab", "indexing build"]
 surface: "cloud"
 hideFooterPagination: true
 icon: "folder-git-2"

diff --git a/concepts/outputs.mdx b/concepts/outputs.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Graph files and outputs"
 description: "The files Graphify writes to graphify-out/, including graph.json, what each one contains, and the parts you can reuse in other tools."
+keywords: ["graphify-out", "graph.json", "GRAPH_REPORT.md", "graph.html"]
 surface: "both"
 hideFooterPagination: true
 icon: "file-output"

diff --git a/concepts/provenance.mdx b/concepts/provenance.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Edges and provenance"
 description: "How to read a Graphify edge: what a relationship claims, where it came from, and the EXTRACTED, INFERRED, and AMBIGUOUS confidence tags."
+keywords: ["graph edges", "EXTRACTED INFERRED AMBIGUOUS", "confidence tags", "provenance"]
 surface: "both"
 hideFooterPagination: true
 icon: "fingerprint"

diff --git a/concepts/review-a-pull-request.mdx b/concepts/review-a-pull-request.mdx
@@ -2,6 +2,7 @@
 title: "Review a pull request with Graphify"
 sidebarTitle: "Review a pull request"
 description: "Get a Graphify review on a pull request, rerun it after new commits with @graphify review, and teach it with @graphify wrong, good and suppress."
+keywords: ["pull request review", "@graphify review", "@graphify wrong", "rerun a review"]
 surface: "cloud"
 hideFooterPagination: true
 icon: "git-pull-request-arrow"

diff --git a/concepts/what-is-formal-verification.mdx b/concepts/what-is-formal-verification.mdx
@@ -2,6 +2,7 @@
 title: "What is formal verification? A plain guide"
 sidebarTitle: "What is formal verification?"
 description: "Formal verification proves code behavior for every input in scope, not just tested ones. How it differs from tests and review, and what a proof covers."
+keywords: ["what is formal verification", "proofs and tests", "counterexample", "bounded proof"]
 surface: "cloud"
 hideFooterPagination: true
 icon: "sigma"

diff --git a/for-agents.mdx b/for-agents.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Notes for AI agents using the Graphify docs"
 description: "Rules for coding agents that answer questions from the Graphify docs: package names, commands, and which surface each page covers."
+keywords: ["notes for agents", "graphifyy package name", "which docs surface", "llms.txt"]
 surface: "both"
 hideFooterPagination: true
 sidebarTitle: "Notes for agents"

diff --git a/integrations/buildkite.mdx b/integrations/buildkite.mdx
@@ -2,6 +2,7 @@
 title: "Buildkite test selection"
 sidebarTitle: "Buildkite (Test Impact)"
 description: "Connect Buildkite to hosted Graphify to run only the tests a pull request affects, upload a dynamic pipeline, and fall back to the full test suite."
+keywords: ["buildkite test selection", "test impact", "dynamic pipeline", "ci token"]
 surface: "cloud"
 hideFooterPagination: true
 ---

diff --git a/integrations/cursor.mdx b/integrations/cursor.mdx
@@ -2,6 +2,7 @@
 title: "Graphify for Cursor"
 sidebarTitle: "Cursor"
 description: "Connect Cursor to Graphify's hosted MCP server with OAuth, or install the open-source Graphify skill and query a graph built on your machine."
+keywords: ["cursor mcp", "cursor oauth", "graphify skill for cursor", "cursor background agents"]
 surface: "both"
 hideFooterPagination: true
 ---

diff --git a/integrations/github.mdx b/integrations/github.mdx
@@ -2,6 +2,7 @@
 title: "GitHub integration: index repos and review PRs"
 sidebarTitle: "GitHub"
 description: "Install the Graphify GitHub App to index your default branch on every push, sync repositories, and review pull requests. Edge cases and errors."
+keywords: ["graphify github app", "index on every push", "pull request reviews", "github install"]
 surface: "cloud"
 hideFooterPagination: true
 ---

diff --git a/integrations/gitlab.mdx b/integrations/gitlab.mdx
@@ -2,6 +2,7 @@
 title: "GitLab integration: index GitLab.com projects"
 sidebarTitle: "GitLab"
 description: "Connect GitLab.com projects to Graphify with OAuth. Graphify indexes the default branch on each push and reviews merge requests."
+keywords: ["gitlab.com oauth", "index gitlab projects", "merge request review", "gitlab connect"]
 surface: "cloud"
 hideFooterPagination: true
 ---

diff --git a/integrations/google-drive.mdx b/integrations/google-drive.mdx
@@ -2,6 +2,7 @@
 title: "Google Drive integration: search docs with code"
 sidebarTitle: "Google Drive"
 description: "Connect a Google Drive folder to hosted Graphify with read-only access, so your workspace and agents can search its documents alongside your code."
+keywords: ["google drive folder", "search docs with code", "read-only drive", "connect google drive"]
 surface: "cloud"
 hideFooterPagination: true
 ---

diff --git a/integrations/hermes.mdx b/integrations/hermes.mdx
@@ -2,6 +2,7 @@
 title: "Graphify for Hermes Agent"
 sidebarTitle: "Hermes"
 description: "Connect Nous Research's Hermes Agent to Graphify's hosted MCP server with browser OAuth, or install the open-source Graphify skill for Hermes."
+keywords: ["hermes agent", "hermes mcp", "nous research hermes", "hermes oauth"]
 surface: "both"
 hideFooterPagination: true
 ---

diff --git a/integrations/jetbrains.mdx b/integrations/jetbrains.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Graphify MCP for JetBrains"
 description: "Install the Graphify MCP plugin to connect JetBrains AI Assistant to your indexed repositories through hosted Graphify's MCP server. No API key to paste."
+keywords: ["jetbrains ai assistant", "graphify mcp plugin", "jetbrains marketplace", "no api key"]
 surface: "cloud"
 hideFooterPagination: true
 ---

diff --git a/integrations/openclaw.mdx b/integrations/openclaw.mdx
@@ -2,6 +2,7 @@
 title: "Graphify MCP for OpenClaw"
 sidebarTitle: "Graphify MCP for OpenClaw"
 description: "Install the Graphify MCP plugin from ClawHub to connect OpenClaw to hosted Graphify, then search indexed repos and follow callers and dependencies."
+keywords: ["openclaw mcp", "clawhub graphify", "openclaw oauth", "openclaw plugin"]
 surface: "cloud"
 hideFooterPagination: true
 ---

diff --git a/integrations/other-agents.mdx b/integrations/other-agents.mdx
@@ -2,6 +2,7 @@
 title: "Graphify for other MCP clients"
 sidebarTitle: "Other MCP clients"
 description: "Connect any MCP client to Graphify over Streamable HTTP, or run the open-source Graphify MCP server with a generic mcpServers entry."
+keywords: ["other mcp clients", "windsurf cline zed", "streamable http mcp", "graphify install platform"]
 surface: "both"
 hideFooterPagination: true
 ---

diff --git a/integrations/overview.mdx b/integrations/overview.mdx
@@ -2,6 +2,7 @@
 title: "Integrations: coding agents and MCP clients"
 sidebarTitle: "Overview"
 description: "See which coding agents and assistants connect to Graphify's hosted MCP server, which support the open-source skill, and which get always-on context."
+keywords: ["coding agent integrations", "hosted mcp", "graphify cli skill", "which agent to connect"]
 surface: "both"
 hideFooterPagination: true
 icon: "layout-grid"

diff --git a/integrations/vercel.mdx b/integrations/vercel.mdx
@@ -2,6 +2,7 @@
 title: "Vercel integration: Graphify MCP for projects"
 sidebarTitle: "Graphify MCP for Vercel"
 description: "Connect Vercel projects to hosted Graphify's MCP server through the Marketplace integration or Vercel Connect, and choose how each path issues its token."
+keywords: ["graphify for vercel", "GRAPHIFY_MCP_TOKEN", "vercel marketplace", "vercel connect"]
 surface: "cloud"
 hideFooterPagination: true
 ---

diff --git a/integrations/vscode.mdx b/integrations/vscode.mdx
@@ -2,6 +2,7 @@
 title: "Graphify for VS Code and GitHub Copilot"
 sidebarTitle: "VS Code and GitHub Copilot"
 description: "Connect VS Code and GitHub Copilot to Graphify's hosted MCP server with OAuth, or install the open-source Graphify skill and query a graph on your machine."
+keywords: ["vs code mcp", "github copilot", "graphify mcp extension", "vs code marketplace"]
 surface: "both"
 hideFooterPagination: true
 ---

diff --git a/open-source/ask-your-agent.mdx b/open-source/ask-your-agent.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Ask your agent one question"
 description: "The shortest path with the open-source Graphify CLI: install graphifyy, add the skill for your assistant, map the repo and check the files it writes."
+keywords: ["graphify install", "/graphify .", "graphify query", "first graph question"]
 surface: "local"
 hideFooterPagination: true
 sidebarTitle: "Ask your agent one question"

diff --git a/open-source/features/exports.mdx b/open-source/features/exports.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Export and reuse your graph"
 description: "Export a Graphify graph as an interactive map, a wiki, graph files, or database import scripts you can reuse in other tools."
+keywords: ["graphify export", "export wiki", "obsidian export", "neo4j cypher", "graphml"]
 surface: "local"
 icon: "file-down"
 ---

diff --git a/open-source/features/headless-extraction.mdx b/open-source/features/headless-extraction.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Extract without an IDE"
 description: "Run graphify extraction from a terminal or CI without an IDE or assistant, for code-only graphs or optional semantic extraction."
+keywords: ["graphify extract", "code-only extraction", "extract in ci", "semantic extraction"]
 surface: "local"
 icon: "bot"
 ---

diff --git a/open-source/features/incremental-updates.mdx b/open-source/features/incremental-updates.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Keep the graph current"
 description: "Keep your code knowledge graph current: refresh only changed files, exclude noisy paths, and recover from stale graphify output."
+keywords: ["graphify update", "graphify watch", "git hooks", "incremental graph"]
 surface: "local"
 icon: "refresh-cw"
 ---

diff --git a/open-source/features/languages.mdx b/open-source/features/languages.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Supported inputs"
 description: "The languages, schemas, documents, and media Graphify can map, which extractor handles each, and the optional extras to install."
+keywords: ["supported languages", "file extensions", "terraform hcl", "documents and media"]
 surface: "both"
 icon: "languages"
 ---

diff --git a/open-source/features/mcp-tools.mdx b/open-source/features/mcp-tools.mdx
@@ -1,6 +1,7 @@
 ---
 title: "MCP tool reference"
 description: "Reference for the ten tools in Graphify's local MCP server: the inputs for graph queries, paths, explanations, and pull request tools."
+keywords: ["local mcp tools", "query_graph", "shortest_path", "get_pr_impact", "graph_stats"]
 surface: "local"
 hideFooterPagination: true
 icon: "wrench"

diff --git a/open-source/features/querying.mdx b/open-source/features/querying.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Ask better graph questions"
 description: "Ask better questions of your code knowledge graph with graphify query, path, and explain, and pick the right command for each kind of question."
+keywords: ["graphify query", "graphify path", "graphify explain", "ask the graph"]
 surface: "local"
 icon: "search"
 ---

diff --git a/open-source/features/work-memory.mdx b/open-source/features/work-memory.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Record useful findings"
 description: "Save useful findings from graph queries in graphify and turn previous investigations into lessons your assistant can reuse."
+keywords: ["save a query result", "graph lessons", "work memory", "reuse findings"]
 surface: "local"
 icon: "notebook-pen"
 ---

diff --git a/open-source/installation.mdx b/open-source/installation.mdx
@@ -2,6 +2,7 @@
 title: "Install Graphify CLI with uv or pipx"
 sidebarTitle: "Installation"
 description: "Install graphify with uv or pipx on macOS, Linux, or Windows, upgrade it, and register the Graphify skill with your coding assistant."
+keywords: ["install graphifyy", "uv tool install", "pipx", "graphify install skill"]
 surface: "local"
 hideFooterPagination: true
 icon: "download"

diff --git a/open-source/local-development.mdx b/open-source/local-development.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Run Graphify locally"
 description: "Run Graphify entirely on your machine: a code-only workflow, or semantic extraction with a local model backend such as Ollama."
+keywords: ["run graphify locally", "code-only workflow", "ollama", "local model"]
 surface: "local"
 hideFooterPagination: true
 icon: "laptop"

diff --git a/open-source/troubleshooting.mdx b/open-source/troubleshooting.mdx
@@ -2,6 +2,7 @@
 title: "Troubleshoot Graphify CLI"
 sidebarTitle: "Troubleshooting"
 description: "Fix common Graphify problems: install errors, an empty or stale graph, and MCP server connection issues in Claude Code, Cursor, and other clients."
+keywords: ["graphify install error", "command not found", "empty graph", "mcp connection issues"]
 surface: "both"
 hideFooterPagination: true
 icon: "life-buoy"

diff --git a/platform/connections.mdx b/platform/connections.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Agents and integrations"
 description: "Connect Claude Code, Codex, Cursor or another coding agent to your hosted Graphify workspace over MCP, add shared knowledge and manage your integrations."
+keywords: ["connect a coding agent", "hosted mcp", "workspace integrations", "agent connection"]
 surface: "cloud"
 hideFooterPagination: true
 icon: "cable"

diff --git a/platform/console.mdx b/platform/console.mdx
@@ -2,6 +2,7 @@
 title: "Console tour: the Graphify web app"
 sidebarTitle: "Console tour"
 description: "A tour of the Graphify web app at app.graphify.com: Overview, repository graphs, pull request reviews, formal verification, Wiki, memory and connectors."
+keywords: ["console tour", "app.graphify.com", "overview graphs wiki", "pull request reviews"]
 surface: "cloud"
 hideFooterPagination: true
 icon: "layout-dashboard"

diff --git a/platform/contributors.mdx b/platform/contributors.mdx
@@ -2,6 +2,7 @@
 title: "Contributors: code authorship and reach"
 sidebarTitle: "Contributors"
 description: "See who wrote what in a repository: authorship, the reach of each contributor's code in the graph, and any available commit signing evidence."
+keywords: ["code authorship", "contributor reach", "commit signing", "who wrote this code"]
 surface: "cloud"
 hideFooterPagination: true
 icon: "users"

diff --git a/platform/graphify-vs-local.mdx b/platform/graphify-vs-local.mdx
@@ -2,6 +2,7 @@
 title: "Graphify vs Graphify CLI: hosted or open source"
 sidebarTitle: "Graphify vs Graphify CLI"
 description: "Compare hosted Graphify with Graphify CLI, the open-source graphifyy package: how each builds, updates and serves the graph, and what needs hosted."
+keywords: ["graphify vs graphify cli", "hosted or open source", "graphifyy comparison", "which graphify to use"]
 surface: "both"
 hideFooterPagination: true
 icon: "scale"

diff --git a/platform/learning.mdx b/platform/learning.mdx
@@ -2,6 +2,7 @@
 title: "Learning: tune AI code review findings"
 sidebarTitle: "Learning"
 description: "Teach Graphify which review findings matter with @graphify wrong, good, and suppress. Learning reduces noise and never changes verification results."
+keywords: ["@graphify wrong", "@graphify good", "@graphify suppress", "review learning"]
 surface: "cloud"
 hideFooterPagination: true
 icon: "graduation-cap"

diff --git a/platform/overview.mdx b/platform/overview.mdx
@@ -2,6 +2,7 @@
 title: "Graphify overview: hosted code knowledge graph"
 sidebarTitle: "Overview"
 description: "Explore graphs, Wiki, pull request reviews, formal verification, Learning and shared agent memory in your hosted Graphify workspace."
+keywords: ["graphify overview", "hosted code knowledge graph", "wiki reviews verification", "shared agent memory"]
 surface: "cloud"
 hideFooterPagination: true
 icon: "house"

diff --git a/platform/profile.mdx b/platform/profile.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Profile: achievements and Power Ranking"
 description: "Your Profile page in hosted Graphify: lifetime achievements and badge tiers, the last seven days of Performance, and how your Power Ranking is scored."
+keywords: ["profile achievements", "power ranking", "badge tiers", "seven day performance"]
 surface: "cloud"
 hideFooterPagination: true
 sidebarTitle: "Profile"

diff --git a/platform/quickstart.mdx b/platform/quickstart.mdx
@@ -2,6 +2,7 @@
 title: "Graphify in 5 minutes"
 sidebarTitle: "Quickstart"
 description: "Get started with hosted Graphify in 5 minutes: sign in, index a GitHub repository, and ask your coding agent about it through the hosted MCP server."
+keywords: ["graphify quickstart", "index a github repository", "hosted mcp", "get started in 5 minutes"]
 surface: "cloud"
 hideFooterPagination: true
 icon: "zap"

diff --git a/platform/read-a-result.mdx b/platform/read-a-result.mdx
@@ -1,6 +1,7 @@
 ---
 title: "Read a review and a verdict"
 description: "Tell a Graphify review finding from a formal verification verdict: what each result label means, what it proves, and what to read before calling a PR safe."
+keywords: ["review finding", "verification verdict", "read a review", "is this pull request safe"]
 surface: "cloud"
 hideFooterPagination: true
 sidebarTitle: "Read a review and a verdict"

diff --git a/platform/support/faqs.mdx b/platform/support/faqs.mdx
@@ -2,6 +2,7 @@
 title: "FAQs"
 sidebarTitle: "FAQs"
 description: "Answers to common Graphify questions: getting started, indexing, failed builds, plan limits, reviews, assistants, data, and where to get help."
+keywords: ["graphify faq", "failed builds", "plan limits", "getting started"]
 surface: "cloud"
 hideFooterPagination: true
 icon: "circle-question-mark"

diff --git a/platform/support/move-from-local.mdx b/platform/support/move-from-local.mdx
@@ -2,6 +2,7 @@
 title: "Move from Graphify CLI"
 sidebarTitle: "Move from Graphify CLI"
 description: "Move a repository from the local graphifyy package to Graphify: connect it, point assistants at the hosted MCP server, and keep a way back."
+keywords: ["move from graphify cli", "graphifyy to hosted", "switch to hosted mcp", "roll back"]
 surface: "both"
 hideFooterPagination: true
 icon: "arrow-right-left"

diff --git a/platform/support/pricing.mdx b/platform/support/pricing.mdx
@@ -2,6 +2,7 @@
 title: "Plans and pricing"
 sidebarTitle: "Plans and pricing"
 description: "Free plan for up to 3 repositories, no card required. Compare Free, Pro, Teams, and Enterprise pricing, allowances, and billing."
+keywords: ["free pro teams enterprise", "plans and pricing", "14-day trial", "billing"]
 surface: "both"
 hideFooterPagination: true
 icon: "credit-card"

diff --git a/platform/support/rate-limits.mdx b/platform/support/rate-limits.mdx
@@ -2,6 +2,7 @@
 title: "Rate limits and plan limits"
 sidebarTitle: "Rate limits"
 description: "Per-minute request limits for Ask, query, and MCP, memory limits, plan allowances, and how to handle a 429 from Graphify."
+keywords: ["rate limits", "429", "mcp request limits", "plan allowances"]
 surface: "cloud"
 hideFooterPagination: true
 icon: "gauge"