Skip to main content
Glama
TimWongUp

Keepygaga RAG

by TimWongUp
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

Related Servers

Alternatives to Keepygaga RAG

No user-submitted related servers found.

    Related Servers

    • RAGDown

      cubicecho
      F
      license
      A
      quality
      B
      maintenance
      Enables agents to run hybrid dense and BM25 search over a local folder of Markdown files, read and write notes, and trigger reindexing as the folder changes. It also injects the most relevant sections into each prompt automatically and runs entirely locally with a bundled embedding model.
      6
      -

    • shelfmark

      LucasSantana-Dev
      A
      license
      A
      quality
      A
      maintenance
      Enables coding agents to query local notes, decisions, docs, and code with hybrid retrieval (BM25 + embeddings + reranking) and get path:line citations. It provides tools like rag_query for full-corpus search and search_knowledge for project-scoped knowledge recall.
      2
      1
      MIT

    • terminal_kb

      xuj1nfan
      A
      license
      B
      quality
      B
      maintenance
      Enables local agents to search and retrieve cited evidence from PDFs and Markdown notes, including page-specific passages and rendered page images.
      6
      GPL 3.0

    • repository-runtime

      AcydusX
      A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to search, read, and traverse a local knowledge base of Markdown files using full-text search and relationship graph, reducing token usage.
      MIT

    • search-docs

      otolab
      A
      license
      A
      quality
      A
      maintenance
      Enables AI agents to search local Markdown documents using natural language, with automatic indexing and section-level retrieval.
      10
      1 npm
      1
      MIT

    • my-kb

      alexiuhubhiu
      F
      license
      Not graded
      quality
      C
      maintenance
      Enables agents to search a local, fully offline personal document library (Markdown/txt/PDF/docx) via SQLite FTS5 trigram search with subject-terminology expansion, returning every hit with its domain, document title, section path, and page or offset provenance. It also exposes domain statistics, incremental ingestion, and document deprecation as tools, alongside a read-only, runtime-persona-scoped ask/coverage mode.
      -
    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

    A4.4/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool exposed, there is no possible overlap or misselection between tools. The single search operation is unambiguous.

    Naming Consistency5/5

    The lone tool is named with a clear, lowercase verb ('search') that accurately describes its action. There are no other names to create mixed conventions or inconsistent patterns.

    Tool Count3/5

    A single tool is borderline: acceptable for a retrieval-only endpoint, but thin for a server branded as a RAG system, which would typically benefit from source/table discovery or management tools.

    Completeness3/5

    The search tool itself is feature-rich with hybrid retrieval, reranking, and filters, but the surface is incomplete for a RAG lifecycle: agents cannot ingest, update, delete, or even enumerate available sources/tables without external knowledge.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources