Documentation MCP Servers – Page 3

Docs RAG

Enables AI to query and analyze local documents and Git repositories through a RAG system built with TypeScript, LlamaIndex, and Gemini embeddings.

LaTeX MathML

Converts LaTeX mathematical expressions to MathML using MathJax-node, enabling seamless mathematical notation translation for scientific and technical…

Code Explainer

Integrates with Cloudflare Workers to provide code explanation services, including architecture diagram generation, core functionality identification, and…

MultilspyLSP

Provides Language Server Protocol (LSP) capabilities through multilspy, enabling code intelligence features like finding definitions, references, completions…

Wikipedia

Provides direct access to Wikipedia content through five tools for searching, retrieving summaries, accessing full articles, getting random pages, and changing…

AI Expert Workflow

Facilitates structured product development through specialized AI roles (Product Manager, UX Designer, Software Architect) that generate documentation and…

Metal Framework

Integrates Metal Framework documentation search and code generation capabilities for graphics-intensive application development.

Code Scanner Server

Analyzes source code across multiple programming languages to extract structural information like classes, functions, and variables, with flexible filtering…

Confluence

Integrates with Atlassian Confluence to enable direct retrieval, searching, creation, and updating of wiki pages without switching contexts.

Bing Webmaster Tools

Integrates with Bing Webmaster Tools API to enable complete site management, URL submission, traffic analysis, crawling, keyword research, and content…

Fetch URL

Rust-based server that provides a fetch tool for retrieving content from URLs, enabling access to web documentation, online resources, and specific website…

Documentation Search

Provides a documentation search tool that retrieves the latest Python library documentation from LangChain, LlamaIndex, and OpenAI through targeted Google…

Tidymodels MCP Server

Provides access to the tidymodels R ecosystem, enabling function search, package exploration, template code generation, and GitHub issue tracking for data…

Confluence

Integrates with Atlassian Confluence to enable direct querying and retrieval of wiki content using CQL (Confluence Query Language) for seamless documentation…

Git-Spice Documentation Search

Provides instant access to git-spice documentation within your IDE, enabling real-time searching and automatic assistance for developers working with git-spice…

Code2Flow

Generates visual code flow diagrams from source code to help understand program structure, execution paths, and architectural relationships without manual…

Basilisp nREPL

Bridges Anthropic's Model Control Protocol with Basilisp's nREPL server, enabling direct execution of Basilisp code, documentation retrieval, namespace…

GreyHack Tools

Provides specialized tools for Grey Hack game players to search GitHub for code examples, validate scripts against official API documentation, generate common…

ClaudeHopper (Construction Document Analysis)

Integrates with Claude Desktop to analyze construction documents, enabling semantic search across architectural drawings and specifications through LanceDB…

Google Workspace

Integrates with Google Workspace to enable document creation, search, and management across Drive, Docs, and Sheets using OAuth authentication and multiple…

Confluence Chat

Lightweight Confluence content expansion server that generates enhanced page content through a JSON-RPC interface, simplifying documentation workflows with…

Manual Tests MCP Server

A YAML-based server for managing manual test cases with tools for test automation workflows.

Wenlan

Local-first AI knowledge base and LLM wiki with source-cited pages and MCP access for coding agents.

MCP Rules Enforcer Zero

An MCP server that enforces rules from markdown files for AI agents. This is a zero-tool version that requires an external rules file.