Learning & Documentation MCP Servers

Neurolorap

Analyzes code and generates documentation for projects.

Gemini Example

Provides a foundational example for integrating custom tools with the Gemini CLI using the Model Context Protocol (MCP).

MyDocs

Empowers AI coding agents to access and leverage your personal historical documents for intelligent template generation and pattern recognition.

Knowledge Service

Manages a comprehensive knowledge and rules suite for Tailscale networks, featuring semantic search capabilities powered by libSQL vectors and OpenAI embeddings.

Context Bank

Connects AI agents to remote Git repositories to fetch and search markdown documentation and notes.

MyContext

Organizes and provides searchable access to project documentation stored in local markdown files.

Markdown RAG

Provides semantic search and Retrieval-Augmented Generation (RAG) capabilities for markdown documentation.

MAGMA Handbook

Provides AI assistants with intelligent, comprehensive access to the MAGMA computational algebra system handbook through advanced vector search and semantic understanding.

DocBridge

Fetches and reads official documentation in real-time, providing instant, context-aware answers to developers within their AI assistant.

FastMCP Quickstart

Provides a simple example for building an MCP server using FastMCP and Python, designed for use with Smithery.

GenCodeDoc

Manages intelligent versioning of code projects and automates documentation generation, offering CLI, REST API, and MCP interfaces for modern development workflows.

Research Assistant

Offers extensive tools, resources, and prompts by integrating Google Custom Search and Wikipedia functionality for advanced research and information retrieval.

Bookmark Server

Enables AI assistants to save and semantically search bookmarks using OpenAI's Retrieval Augmented Generation (RAG) capabilities.

Docs Server

Efficiently search Model Context Protocol documentation with high-quality BM25 search and on-demand content fetching.

Sci-Writer

Streamlines LaTeX manuscript compilation with robust command-line interface and MCP server capabilities.

ExamAI

Automates the generation, conduction, and evaluation of exams through an AI-powered assessment platform leveraging RAG and multi-LLM validation.

LimeLink

Integrates LimeLink dynamic link management with AI assistants via the Model Context Protocol, enabling link creation, lookup, and management.

Inkdex

Provides Retrieval Augmented Generation (RAG) capabilities for your markdown documentation.

Kibi

Provides a repo-local, per-git-branch, queryable knowledge base for software projects, storing linked entities to ensure end-to-end traceability between code and documentation.

Pipecat Docs

Provides a comprehensive MCP server for the Pipecat voice AI framework, enabling intelligent search and retrieval from documentation and GitHub issues via Claude Desktop or Cursor.