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MCP server enabling symbol-aware semantic search in Claude Code, allowing precise location of functions, types, and implementations via a symbol graph and embeddings.

Enables deep web search across multiple providers including Google, Bing, Brave, DuckDuckGo, and Perplexity, with support for comprehensive AI-powered research using intelligent multi-engine queries.

A production-style MCP server that lets Claude Desktop search your local documents using TF-IDF keyword search. No heavy frameworks, just plain Python and the official MCP SDK.

MCP Devops

List of MCP servers for Devops \u0026 SRE tasks

MCP Directory

directory for Awesome MCP Servers

MCP Directory 2aa21a1c

discover MCP Servers and Clients for Claude Integration

Enables searching and retrieving open-access journals and articles from the Directory of Open Access Journals.

MCP Docker Compose

Docker Compose setup for multiple MCP servers (Oracle, PostgreSQL, Jira, etc.) with Nginx proxy, enabling AI assistants to access databases and services via SSE interface.

An MCP server for the Docmost documentation platform that enables managing pages, spaces, and comments through natural language. It supports content search, page exports, and revision history tracking within the Docmost workspace.

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

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.

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.

MCP Enhancement Servers

Waldzell AI's monorepo of MCP servers for model enhancement. Use in Claude Desktop, Cline, Roo Code, and more!

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