Skip to main content
Glama
zackscriven

lemma_docs_mcp

by zackscriven
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Local

Related Servers

Alternatives to lemma_docs_mcp

No user-submitted related servers found.

    Related Servers

    • rag-mcp

      Swabhimanc
      F
      license
      Not graded
      quality
      C
      maintenance
      Provides read-only MCP tools for hybrid semantic and keyword search over locally indexed PDF documentation, with citations and context retrieval for LLM agents.
      -

    • RAG In A Box MCP Server

      DevNexsler
      F
      license
      Not graded
      quality
      B
      maintenance
      Enables any MCP-compatible AI assistant to search, filter, and retrieve information from a local document collection using a hybrid search pipeline with vector, BM25, reranking, and LLM enrichment.
      4
      -

    • kb-mcp-server

      laneinrain
      A
      license
      Not graded
      quality
      B
      maintenance
      Enables semantic search over a local knowledge base using MCP tools, allowing AI clients to retrieve relevant document chunks via the search_knowledge tool.
      340 npm
      2
      MIT

    • 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

    • CorpusGate

      mustafa0zdemir
      A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI tools to securely search and retrieve relevant, source-attributed chunks from private local documents via MCP, without sending document content to third-party services.
      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

    A4.7/5.0

    Scored across 2 tools

    Disambiguation5/5

    The two tools have clearly distinct roles: one performs ranked search/discovery over the corpus, the other retrieves full text for specific chunks or documents. There is no overlap or ambiguity between them.

    Naming Consistency5/5

    Both tool names follow the same `lemma_docs_<verb>` pattern, with context indicating search/discovery and get indicating retrieval. The naming convention is consistent and predictable.

    Tool Count3/5

    Two tools is on the thin side, but for a narrow local-documentation retrieval server the search-and-get pair is a reasonable minimal setup. It feels slightly sparse rather than fully fleshed out.

    Completeness4/5

    The server covers the core documentation workflow: discover relevant chunks and then expand them to full text. Notable gaps like listing all documents or browsing the corpus are acknowledged by the tool descriptions, and the search tool can surface paths, so agents can work around them.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources