Skip to main content
Glama
pittzhang20260507

official-docs

by pittzhang20260507
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

Related Servers

Alternatives to official-docs

No user-submitted related servers found.

    Related Servers

    • techdocs

      neminsuksen
      A
      license
      Not graded
      quality
      B
      maintenance
      Enables MCP clients to search technical document collections using hybrid BM25 and embedding retrieval, returning cited page-level passages to support grounded, evidence-based answers.
      MIT

    • OpsLens AI MCP Server

      vp1410
      F
      license
      Not graded
      quality
      B
      maintenance
      Provides MCP tools to search engineering runbooks and historical incidents using semantic retrieval, supporting evidence-grounded incident investigation.
      -

    • rag-mcp

      mmelmesary
      A
      license
      Not graded
      quality
      B
      maintenance
      Enables any MCP-capable LLM client to search self-hosted long-term memory over markdown and PDF documents, combining dense semantic vectors with BM25 keyword retrieval and optional cross-encoder reranking. Exposes a read-only tool surface for querying incidents, runbooks, and other knowledge-base content, while writes happen out-of-band through ingestion jobs or a token-gated internal API.
      1
      MIT

    • grounded-rag-mcp

      chetan1521
      A
      license
      A
      quality
      B
      maintenance
      Enables any MCP host to search and answer over your own documents with hybrid BM25+dense retrieval, cross-encoder reranking, and grounded, cited responses that refuse when no evidence is found.
      5
      MIT

    • insight-mcp

      Airohh
      A
      license
      Not graded
      quality
      C
      maintenance
      Enables hybrid document search (BM25 and dense) over a configurable corpus via MCP tools, returning passages and sources for AI agents to cite in answers.
      MIT

    • Markdown RAG MCP

      mohllal
      A
      license
      Not graded
      quality
      D
      maintenance
      Provides semantic search over markdown documentation using RAG, allowing natural language queries and integration with MCP clients.
      1
      MIT
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.5/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no possibility of overlap or misselection. The single tool's purpose is unambiguous.

    Naming Consistency5/5

    The lone tool follows a clear snake_case verb_noun pattern (search_official_docs). No inconsistency exists because there is only one name.

    Tool Count3/5

    One tool is borderline thin for a documentation server. While a search-only interface is functional, the scope could reasonably support additional tools for fetching full documents or listing sources.

    Completeness4/5

    The server covers core documentation retrieval with source URLs, but lacks obvious operations like fetching a full document, listing available doc sets, or handling versions. These are minor gaps that agents can work around.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources