DocuMCP (RAG Documentation Server)

Crawl4AI RAG

Enhance your knowledge access by leveraging a cutting-edge Model Context Protocol (MCP) that combines web crawling and RAG capabilities. This innovative approach allows for seamless retrieval and storage of website content in vector databases, paving the way for advanced semantic search functionalities across crawled data.

GitMCP (GitHub to MCP)

Create a documentation center by converting your GitHub projects (repositories or GitHub pages), enabling accessibility to current documentation and code for AI applications such as Cursor, minimizing confusion.

MAGG

Experience a cutting-edge Meta-MCP server that revolutionizes the management of multiple MCP servers. Utilizing advanced intelligent discovery mechanisms from platforms such as Glama.ai and GitHub, this tool facilitates seamless server installation, configuration, and centralized tool accessibility. Benefit from automatic conflict resolution for smooth operations.

DevDocs

Discover a user-friendly software documentation context control server, tailored for software development professionals. Enjoy cost-free and confidential access to streamline your work processes effectively.

Ragie

Enhances connectivity with Ragie's knowledge repository system for streamlined retrieval and extraction of data from extensive datasets, optimizing search and information access.

GraphRAG

Enhance your document search experience with a potent combination of Neo4j graph database and Qdrant vector database. Uncover semantic connections and expand structural context by seamlessly following relationships.

Minima (Local RAG)

Efficiently access and fetch contextual information from nearby documents for RAG applications.

RAG Docs

Enhances information retrieval through semantic search functionality and a vector database (Qdrant), facilitating streamlined access to extensive document repositories.

RAG Documentation

Experience advanced knowledge access with seamless integration of Qdrant vector search and documentation retrieval in Model Context Protocol (MCP). Unlock context-aware responses and enable semantic querying for a richer user experience.

MCPunk (Roaming RAG)

Enhance your Roaming RAG tasks with MCPunk's innovative toolkit for seamless execution.

Memory Plus

Manage memories efficiently with a compact and local RAG memory storage solution designed for MCP agents. Seamlessly store, access, modify, remove, and illustrate long-lasting data between sessions.

MCP DB Utils

Unlock the potential of your AI with DButils, a comprehensive MCP solution that facilitates data analysis through seamless access to various database formats like sqlite, mysql, and postgres. Experience secure data handling via a unified connection setup.

MCP Advisor

Find and explore a variety of MCP services effortlessly through a discovery and recommendation platform. Utilize natural language queries to discover and comprehend the range of MCP services offered, with support for diverse search backends that enable server exploration based on semantic similarity.

VibeCoderMCP

Optimizing software development processes for LLMs by providing guidance on structured workflows, feature definition, creating PRDs, and tracking progress through a unique hybrid document storage solution.

Journal RAG

Easily search and retrieve personal notes and reflections from your markdown journal using advanced vector database technology, enhancing the way you recall past memories, ideas, and events.