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Search and manage OKF knowledge bundles locally with semantic and hybrid retrieval.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "okf-tools" yet — see the docs or source repo.
Use okf-tools to search local OKF knowledge bundles for “ranking logic of hybrid retrieval,” return the 5 most relevant results, and summarize the key points.
A list of relevant knowledge entries plus a concise summary of the hybrid retrieval ranking logic.
Use okf-tools to list the currently available OKF knowledge bundles, including name, update time, and topic, and identify which ones are suitable for technical documentation search.
A bundle inventory with metadata and recommendations for bundles suited to technical documentation search.
Use okf-tools to query “access control configuration” with BM25, vector search, and hybrid search, compare the result differences, and explain which approach fits this question best.
A comparison of results from all three retrieval methods, with suitability analysis and a recommended approach.
Generate, search, and reason over knowledge graphs from data sources without API keys.
Search Obsidian vaults semantically with graph context across multiple knowledge bases.
Expose repo backlog, decisions, and design notes as read-only MCP resources.
Search markdown knowledge bases with hybrid ranking and intelligent reranking.
Manage, version, and query a governance-grade Markdown knowledge base.
Search and retrieve local documents semantically for faster AI-powered knowledge access.