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    Enables searching and reading AWS knowledge from sources the official AWS Knowledge MCP Server does not index, including re:Post community Q&A, kiro.dev documentation, and AWS Builder Center posts.
    3
    Apache 2.0
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    Index docs websites and local folders, then let Claude, Cursor, or any MCP client answer from the current docs, with a link to every section it used.
    3
    55 npm
    MIT
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    Enables offline, real-time search of Apple Developer Documentation from Xcode's local index, returning full text, code examples, availability, and framework listings without network calls.
    3
    MIT
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    Enables LLMs to chat with long PDFs using a reasoning-based, tree-structured document index that navigates content like a human would, without requiring vector databases or hitting context limits.
    10
    332 npm
    411
    MIT
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    Provides a local, version-exact API index for installed Python and TypeScript packages, enabling accurate lookups and static code checking that catches hallucinated or misused APIs without executing the code.
    9
    MIT
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    Enables AI agents to search a local folder of Markdown, AsciiDoc, and text files through a SQLite FTS5 keyword index, returning the most relevant sections with file paths, line ranges, and heading breadcrumbs instead of grepping through a repo. It also exposes tools to list indexed documents and refresh the index incrementally, all offline with no dependencies, network calls, or embeddings.
    3
    MIT
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    Enables full-text search, page reading in Markdown, and index browsing across the published documentation of the Sinequa atomic, atomic-angular and galactik libraries. Runs locally over public docs only, with no authentication or backend required.
    3
    MIT
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    Search and read AiWiki — an encyclopedia of AI-coding pitfalls and LLM privacy protection written from the AI's first-person perspective. 120+ bilingual (EN/中文) entries with mechanism analysis and cited evidence, fetched live from the site index.
    2
    8
    CC BY-SA 4.0
  • A
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    Enables AI agents to connect local knowledge bases, preview and index selected directories, search for traceable snippets with source metadata, and read indexed document versions through MCP tools.
    6
    MIT
  • A
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    quality
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    maintenance
    Enables agents like Codex to search and read MetaX official documentation, MetaX-MACA GitHub content, and Docker image catalog entries from a local offline index, with source citations returned for each result.
    4
    Apache 2.0
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    Connects to vibe-code-best-practices.vercel.app to index 817 tools across 185 sections and 10 domains, routes the right tool/Skill for your project need, and can recommend a full stack.
    9
    MIT
  • A
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    Enables searching a checked-in index of official Tauri 2 documentation through a read-only, stdio-based MCP tool, returning bounded results with titles, canonical URLs, sections, context, and version information.
    3
    42 npm
    1
    MIT
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    Enables AI agents to query a local index of AnyLogic 8.9 documentation, including guide pages and Java API references, to retrieve accurate blocks, properties, method signatures, tutorials, and examples without network access at query time.
    7
    1
    MIT
  • A
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    Enables LLMs to scrape, index, and search modern and legacy Salesforce documentation by piercing complex Shadow DOM and iframe structures. It supports hierarchical spidering of entire guides and local RAG capabilities using a SQLite database for offline querying.
    5
    31 npm
    4
    MIT
  • A
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    Enables AI agents to index TouchDesigner installations, control live instances with undoable batches and health checks, and inspect saved .toe projects offline.
    46
    MIT
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    Enables semantic search over local markdown documentation by indexing files and ranking results using vector similarity and BM25 fusion.
    1
    8 npm
    Apache 2.0
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    maintenance
    Enables AI agents to search a locally built, topic-specific index over MCP using hybrid keyword and semantic retrieval with trust, version, recency, and evidence-aware ranking. It also lets agents outline coverage, fetch full documents or threads, and inspect index metadata.
    4
    MIT
  • F
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    Enables retrieval and cleaning of official documentation content for popular AI/Python libraries (uv, langchain, openai, llama-index) through web scraping and LLM-powered content extraction. Uses Serper API for search and Groq API to clean HTML into readable text with source attribution.
    1
    4
    -
  • A
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    Enables MCP clients to search and browse 1C:Enterprise syntax help, with full-text, vector, and hybrid search, page/chunk retrieval, hierarchy navigation, related-page lookup, and index rebuilding.
    9
    MIT
  • F
    license
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    quality
    Not graded
    maintenance
    Searches and fetches real-time documentation for libraries like Langchain, OpenAI, and Llama-Index using the Serper API. It allows LLMs to access up-to-date technical information and bypass knowledge cut-off limitations.
    1
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  • F
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    Read-only MCP server for Municipalidad de Rosario citizen queries, routing by intent to official sources and a local document index. It exposes tools for querying official documents, procedures, claims, payments, appointments, and news via MCP stdio or HTTP.
    10
    -
  • F
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    An MCP server that fetches real-time documentation for popular libraries like Langchain, Llama-Index, MCP, and OpenAI, allowing LLMs to access updated library information beyond their knowledge cut-off dates.
    1
    3
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  • F
    license
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    Provides read-only, structured access to Yasin ecosystem information (project registry, documentation, GitHub state, diagnostics) through the MCP protocol, enabling AI agents to query without direct repository access.
    22
    3
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  • F
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    Enables users to search and fetch documentation from supported libraries (langchain, llama-index, openai, uv) as clean, readable text, which can be used as context for answering questions.
    1
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  • A
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    Not graded
    quality
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    maintenance
    Scaffolds a documentation repository that serves as a remote MCP server, providing agentic search tools (glob, grep, read) over markdown docs, with a minimal browser UI.
    28 npm
    MIT
  • A
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    Not graded
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    maintenance
    Enables agents to search and read public Ravensight documentation over unauthenticated remote HTTP, retrieving cited excerpts and Markdown sections with revision-aware pagination. Provides a browsable index of document IDs and sections, with read-only, free access that cannot touch customer studios or player data.
    MIT