Model Context Protocol
MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.
6,541 servers
qpd-v/mcp-ragdocs
A Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant). This server allows you to add documentation from URLs or local files and then search through them using natural language queries.
assafelovic/gptr-mcp
While LLM apps can access web search tools with MCP, GPT Researcher MCP delivers deep research results. Standard search tools return raw results requiring manual filtering, often containing irrelevant sources and wasting context window space.
Noeli14/MCppServer
MCpp Server is a high-performance Minecraft server developed entirely in C++. Designed for speed, efficiency, and extensive customization, MCpp Server aims to provide a seamless and enjoyable experience for players while trying to maintain full compatibility with the latest Minecraft features.
modelscope/MCPBench
MCPBench is an evaluation framework for MCP Servers. It supports the evaluation of three types of servers: Web Search, Database Query and GAIA, and is compatible with both local and remote MCP Servers.
adityak74/mcp-scholarly
A MCP server to search for accurate academic articles. More scholarly vendors will be added soon.
zilliztech/mcp-server-milvus
The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools. Whether you're building an AI-powered IDE, enhancing a chat interface, or creating custom AI workflows, MCP provides a standardized way to connect LLMs with the context they need.
wopal-cn/mcp-hotnews-server
A Model Context Protocol (MCP) server that provides real-time hot trending topics from major Chinese social platforms and news sites.
getsentry/sentry-mcp
Sentry's MCP service is primarily designed for human-in-the-loop coding agents. Our tool selection and priorities are focused on developer workflows and debugging use cases, rather than providing a general-purpose MCP server for all Sentry functionality.
dbcodeio/public
A modern database client for VS Code, Cursor, Windsurf, Antigravity, and Kiro - and the database layer for your AI agent, with built-in MCP and Copilot tools.
yincongcyincong/mcp-client-go
mcp-client-go is a Golang client library for the Model Context Protocol (MCP). It allows developers to register and interact with various MCP-based services such as Amap (Gaode Maps) using a unified API.
junjiem/dify-plugin-tools-mcp_sse
A Dify plugin that implements tool calling through the MCP protocol, supporting SSE and Streamable HTTP transports.
GongRzhe/Office-Word-MCP-Server
A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Word documents. This server enables AI assistants to work with Word documents through a standardized interface, providing rich document editing capabilities.
monsterxx03/gospy
A tool for inspecting and analyzing running Go processes, including goroutine states, memory statistics, and binary information.
okooo5km/memory-mcp-server
A Model Context Protocol server that provides knowledge graph management capabilities. This server enables LLMs to create, read, update, and delete entities and relations in a persistent knowledge graph, helping AI assistants maintain memory across conversations. This is a Swift implementation of the official TypeScript Memory MCP Server.
canvrno/ProxmoxMCP
A Python-based Model Context Protocol (MCP) server for interacting with Proxmox hypervisors, providing a clean interface for managing nodes, VMs, and containers.
adamwattis/mcp-proxy-server
An MCP proxy server that aggregates and serves multiple MCP resource servers through a single interface. This server acts as a central hub that can.
tumf/mcp-text-editor
A Model Context Protocol (MCP) server that provides line-oriented text file editing capabilities through a standardized API. Optimized for LLM tools with efficient partial file access to minimize token usage.
genomoncology/biomcp
One binary. One grammar. Evidence from the biomedical sources you already trust.
pfldy2850/py-mcp-naver
A server implementation for Naver OpenAPI using the Model Context Protocol (MCP). This project provides tools to interact with various Naver services, such as searching blogs, news, books, and more.
ErickWendel/erickwendel-contributions-mcp
A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms. Query talks, blog posts, and videos using natural language through Claude, Cursor or similars. This project was built using Cursor IDE with the default agent (trial version).
admica/filescopemcp
FileScopeMCP watches your code, ranks every file by importance, maps all dependencies, and keeps AI-generated summaries fresh in the background. When your LLM asks "what does this file do?" — it gets a real answer without reading the source.
z80dev/cryo-mcp
Cryo MCP allows you to access Cryo's powerful blockchain data extraction capabilities via an API server that implements the MCP protocol, making it easy to query blockchain data from any MCP-compatible client.
vertile-ai/next-mcp-server
For cursor usage, define a mcp.json under ~/.cursor or [projectDir]/.cursor.
alexei-led/aws-mcp-server
Give Claude access to all 200+ AWS services through the AWS CLI.
