MCP Servers

AWS Documentation

✓★ 9,400

Fetch, convert, and search AWS documentation pages, with recommendations for related content.

Docs MCP Server

★ 1,500

Creates a personal, always-current knowledge base for AI by indexing documentation from websites, GitHub, npm, PyPI, and local files.

Local RAG

★ 335

Privacy-first local RAG server for semantic document search without external APIs

MCP Documentation Server

★ 335

A server for document management and semantic search using AI embeddings, with local JSON storage.

RAG Documentation

★ 265

Retrieve and process documentation using vector search to provide context for AI assistants.

Dash API Docs

★ 164

MCP server for Dash, the macOS API documentation browser

Needle

★ 99

Production-ready RAG out of the box to search and retrieve data from your own documents.

Docs MCP Server

★ 89

An MCP server that makes documentation and codebases searchable for AI assistants, supporting local directories and Git repositories.

HexDocs MCP

★ 68

Semantic search for Hex package documentation. Requires local Elixir and Mix installation.

RAG Documentation MCP Server

★ 62

Retrieve and process documentation using vector search to provide relevant context for AI assistants.

ContextMCP

★ 58

A self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search.

Powertools for AWS MCP

★ 42

Search the Powertools for AWS Lambda documentation across multiple runtimes to find documentation and examples.

Hugeicons MCP Server

★ 26

Search for icons from the Hugeicons library and get usage documentation.

gnosis-mcp

★ 24

Zero-config knowledge base for AI coding agents. Loads your markdown docs into a searchable database and exposes them as MCP tools — search, read, and manage documentation without leaving your editor. Works instantly with SQLite (no setup), upgrades to PostgreSQL + pgvector for hybrid semantic search. Includes skills for searching docs (/gnosis:search), health checks (/gnosis:status), doc management (/gnosis:manage), and first-time setup (/gnosis:setup). 6 MCP tools, 3 resources, FTS5 keyword search, 176 tests.

Deep Research

★ 17

An agent-based tool for web search and advanced research, including analysis of PDFs, documents, images, and YouTube transcripts.

Langflow Document Q&A Server

★ 15

A document question-and-answer server powered by Langflow.

Unity Docs

★ 9

Search and retrieve Unity documentation and API references locally with smart version handling.

Searchcraft

★ 8

Manage Searchcraft cluster's Documents, Indexes, Federations, Access Keys, and Analytics.

Enhanced Documentation Search

★ 8

Provides real-time access to documentation, library popularity data, and career insights using the Serper API.

Fuel Network & Sway Language

★ 7

Semantic search for Fuel Network and Sway Language documentation using a local vector database.

PipeCD Docs

★ 5

Search and retrieve official PipeCD documentation.

QuantConnect PDF MCP Server

★ 5

Converts QuantConnect PDF documentation into searchable markdown, enabling fast, context-aware search.

Unreal Engine Knowledge Graph

★ 5

Search concept relationships in the Unreal Engine official documentation using a Neo4j-powered knowledge graph.

Legislative Yuan API

★ 5

Search for bills, documents, and meeting records from Taiwan's Legislative Yuan API.

Researcher MCP

★ 5

A research assistant powered by Perplexity AI for intelligent search, documentation retrieval, and code assistance.

Google AI Search MCP

★ 4

A server providing Google AI-powered search and documentation tools for developers.

Legal MCP Server Argentina

★ 4

A server for intelligent search and jurisprudence analysis of Argentine legal documents.

MCP Lucene Server

★ 4

MCP Lucene Server is a Model Context Protocol (MCP) server that exposes Apache Lucene's full-text search capabilities through a conversational interface. It allows AI assistants (like Claude) to help users search, index, and manage document collections without requiring technical knowledge of Lucene or search engines.

Panda3D Docs

★ 3

Search and retrieve documentation for the Panda3D game engine.

Docs MCP

★ 3

A server for efficiently searching and referencing user-configured local documents.