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  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to retrieve free, source-linked decision methods and optional decision packs through MCP tools such as catalog, method, sample_pack, and pack_offer. It operates without model calls and disables payments by default.
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  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI-powered document analysis and querying for project documentation using vector embeddings stored in Redis. Supports document upload, context-aware Q\&A, automatic test case generation, and requirements traceability through OpenAI integration.
    204 npm
    -
  • A
    license
    A
    quality
    C
    maintenance
    Deterministic navigation maps over code AND markdown for AI agents: one MCP server, two lenses (tree-sitter TS/JS/Python + markdown). Map a whole project, read one function or one doc-section, ~99% less context. Merges codelens + docslens.
    13
    1
    AGPL 3.0
  • F
    license
    A
    quality
    D
    maintenance
    Enables users to search and fetch Google's Gemini API documentation directly within an MCP-compliant environment. It provides structured access to guides and references for features like function calling, embeddings, and text generation.
    2
    -
  • A
    license
    A
    quality
    A
    maintenance
    Python Docs MCP Server gives AI coding agents local access to the official Python standard library docs. It can look up docs by Python version, return specific sections, and keep answers compact for clients like Claude Desktop, Cursor, and Codex. It runs without API keys or a hosted service.
    6
    9
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server that provides AI assistants with access to Multi Theft Auto: San Andreas function documentation through vector similarity search and smart keyword expansion. It enables efficient information retrieval with features like deprecation warnings and SQLite caching for technical documentation.
    11
    37 npm
    8
    GPL 3.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to access the complete documentation of the jangada library, ensuring they write code using the correct and current API without guessing function names or parameters.
    4
    MIT
  • F
    license
    A
    quality
    A
    maintenance
    Enables read-only, cited lookups of official Zendesk content across the Help Center, developer/API docs, changelogs and release notes, and live service status and maintenance. It also reports whether a feature is current, beta, EAP, deprecated, or retired.
    7
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables incident responders to answer who owns a service, who to escalate to and when, which runbook steps to try first, and whether the current escalation step is on time, all from a local file with no external APIs or network calls.
    4
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Gives coding agents offline, local lookup of real MetaTrader 5 built-in function signatures, sections and documentation links, plus plain-language meanings for trade server return codes and runtime errors. It runs over stdio with a prebuilt index, making no network calls and requiring no API key, so agents stop emitting MQL4 syntax or inventing functions.
    3
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Provides reference documentation for REAPER development, including ReaScript API, JSFX programming, and ReaWrap API, with tools to search and query function information to prevent redundant token usage.
    2
    19 npm
    16
    MIT