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Index, validate, search, and navigate structured Markdown knowledge bases.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "okf-mcp" yet — see the docs or source repo.
Search this OKF knowledge base for concepts related to "vector databases". Rank the results by relevance and show each item's title, tags, and source file path.
A ranked list of relevant concepts with match reasons and corresponding Markdown file locations.
Validate the Markdown files and YAML frontmatter in this knowledge base against the Open Knowledge Format spec. List missing fields, formatting errors, and duplicate concepts.
A structured validation report identifying affected files, error types, and suggested fixes.
Starting from the concept "prompt engineering," show its parent, child, and related concepts, and provide a beginner-friendly learning path.
A concept graph summary plus an ordered learning path recommendation.
Generate, search, and reason over knowledge graphs from data sources without API keys.
Manage, version, and query a governance-grade Markdown knowledge base.
Index GitHub Markdown into Cloudflare KV for fast AI search and retrieval.
Search, validate, and cross-reference structured Markdown knowledge vaults for AI workflows.
Expose repo backlog, decisions, and design notes as read-only MCP resources.
Index and query knowledge from URLs, PDFs, and TeX in VS Code.