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687,008 tools. Updated 2026-10-22 08:07

"Connecting to a vector knowledge base" matching MCP tools:

  • Retrieve a folder using its numeric id to access the knowledge-base articles organized within it.
    MIT
  • Compute CVSS v3.1 base scores from a vector string or eight base metrics, returning severity band, normalized vector, and impact/exploitability sub-scores as defined by FIRST.
    MIT
  • Run a free-form prompt through your organization's AI to get answers with its persona and knowledge base. Use it to draft texts or answer questions from the knowledge base.
    MIT

Matching MCP Servers

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    license
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    A knowledge base MCP server that aggregates team knowledge from multiple sources into Postgres. It provides hybrid search (full-text + vector + RRF) via MCP tools, and enables direct recording of decisions, learnings, and pitfalls.
    15
    1
    MIT

Matching MCP Connectors

  • A searchable knowledge base your assistant reads and writes.

  • AI-powered knowledge base for Double - Thank You with semantic search and question answering.

  • Initialize the local knowledge base by creating the SQLite database, vector index, and required directories. Run once to enable all retrieval tools and fix missing database errors.
    MIT
  • Check live MidOS system status including knowledge base stats, vector store health, available MCP tools with usage examples, and research queue to orient your agent and leverage MidOS effectively.
    MIT
  • Retrieve verified firearms information from Woody's knowledge base using vector search. Get raw document chunks with relevance scores for fact-checking or finding specifications.
    MIT
  • Updates the vector index with current knowledge base docs. Re-embeds changed files by default; use force to rebuild all embeddings from scratch after changing the embedding model.
    Business Source 1.1
  • Search your personal knowledge base using hybrid vector and keyword retrieval. Returns ranked excerpts with file paths and breadcrumbs for quoting, verifying, or exploring what exists on a topic.
    MIT
  • Discover available knowledge bases for Retrieval-Augmented Generation (RAG) workflows. Lists all document repositories to enable integration into AI applications.
    MIT
  • Search the local knowledge base to retrieve relevant information. Returns top matching knowledge cards with scores and content. Use to find existing knowledge before conducting web research.
    MIT
  • Statically validate a knowledge base to catch parse errors, undefined predicates, recursion with no base case, and duplicate facts or rules.
    MIT
  • Verify a user's read or write access to a knowledge base before querying, serving as a pre-flight permission check.
    Apache 2.0
  • Delete a saved knowledge topic from the knowledge base with required confirmation.
    Apache 2.0
  • Save resolved SAP HANA incidents or findings to a local Markdown knowledge base. Capture symptoms, root cause, solution, and lessons to build searchable documentation.
    MIT