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Crawls documentation websites and provides semantic search capabilities over the content through vector embeddings, enabling natural language queries of technical documentation.

Generic MCP server that exposes Markdown documentation to LLMs, enabling them to search and answer questions about any software documentation.

Provides comprehensive access to MCP documentation through structured guides, full-text search, and interactive development workflows for building servers and clients.

Enables semantic search and retrieval of MCP (Model Context Protocol) documentation using Redis-backed embeddings, allowing users to query and access documentation content through natural language.

Converts DOCX files to Markdown with formatting preservation and image extraction, and provides image analysis tools for document processing workflows.

An intelligent document processing system that automatically classifies, extracts information from, and routes business documents using the Model Context Protocol (MCP).

A multi-format MCP server that enables reading and generating Office, PDF, text, EPUB, and presentation documents. It provides unified tools for document processing and creation through AI assistants.

Efficiently delivers project documentation to AI agents like Claude on-demand, optimizing token usage by loading context only when needed. Supports document retrieval, listing, and keyword search with security features.

Enables LLMs to read .NET assemblies as C# by providing tools to list types, decompile types, decompile assemblies, and search decompiled source.

MCP Drive

This repository contains a project to implement mcp server in spring for google drive

MCP Eda Server

Server for EDA Tools, Duke University

MCP Edge Search

A Model Context Protocol server that enables web search capabilities for MCP clients like Claude Desktop

Enables storing and retrieving information using vector embeddings with semantic search capabilities. Integrates with the AI Embeddings API to automatically generate embeddings for content and perform similarity-based searches through natural language queries.

MCPE Server Proxy

This helps with joining MCPI servers on MCPE

MCP Experiments

Experiments with MCP server and clients.

MCP Fashion Server

AI 기반 여성 의류 쇼핑몰 콘텐츠 자동화 시스템

Fetches web pages and converts them to clean, readable markdown format by extracting main content while removing navigation, ads, and other non-essential elements to minimize token usage.

A beginner MCP server that enables Claude to read local text, CSV, and Markdown files. Built as a learning project to understand how to connect AI to local file systems using the MCP protocol.

MCP File Server 28c813a9

MCP File System Server for Claude Desktop

MCP File Summarizer

Lightweight MCP server that summarizes local .txt and .md files using AI agents