UsefulSoftwareCo
★ 3,768executor
The missing integration layer for AI agents. Let them call any OpenAPI / MCP / GraphQL / custom js functions in secure environment.
AI channelMCP servers 
Open-source MCP servers
MCP, the Model Context Protocol, is an open standard for connecting AI assistants to outside tools and data. An MCP server exposes something, such as a database, a browser, a GitHub account or a folder of files, as tools the assistant can call. Clients such as Claude Desktop, Cursor and VS Code load these servers.
How to choose
Check what a server can reach before you install it. One that can run shell commands or write files has all the power of the account it runs under, so prefer servers that ask for the narrowest access: read-only tokens and a single folder. Also check whether it runs locally over stdio or as a remote service you would have to trust.
Most-starred projects
97–120 of 581modelcontextprotocol
★ 3,689java-sdk
The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI
Mouseww
★ 3,659anything-analyzer
全能协议分析工具：浏览器抓包 + MITM 代理 + 指纹伪装 + AI 分析 + MCP Server 无缝对接 AI Agent/IDE | All-in-one protocol analysis toolkit — built-in browser capture, MITM proxy, JS hooks, fingerprint spoofing, AI analysis & MCP server for agent integration
opensumi
★ 3,655core
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.
butterbase-ai
★ 3,506butterbase
Open-source backend-as-a-service. Postgres, auth, storage, functions, AI gateway, MCP.
stickerdaniel
★ 3,485linkedin-mcp-server
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.
huangjunsen0406
★ 3,469py-xiaozhi
Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction.
metorial
★ 3,354metorial
Connect any AI model to 1200+ integrations (MCP, CLI, API)
skyhook-io
★ 3,352radar
The missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's broken, why, and what changed. Issues, Topology, event timeline, Helm, GitOps, live service traffic, and cluster audits - all in one Go binary.
HiThink-Tech
★ 3,343Financial-API
同花顺官方 A股金融数据服务，提供股票实时行情、历史行情、财务报表、指数、板块、涨停等数据，适用于 AI Agent、量化研究和应用开发，支持 API、MCP、CLI 和 Python。Official Tonghuashun (HiThink) A-share financial data service providing real-time and historical stock market data, financial statements, indices, sectors and limit-up data for AI agents, quantitative research and application development.
Netw0rkNoob
★ 3,338VulnClaw
基于 AI Agent + MCP 工具链 + 渗透 Skill 编排， 配合大语言模型， 自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。
giancarloerra
★ 3,304SocratiCode
Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta.
crystaldba
★ 3,301postgres-mcp
Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents.
punkpeye
★ 3,266fastmcp
A TypeScript framework for building MCP servers.
taylorwilsdon
★ 3,172google_workspace_mcp
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool
dosco
★ 3,167graphjin
One governed graph for AI agents, GraphQL + MCP over your databases, files, APIs, and code.
blazickjp
★ 3,152arxiv-mcp-server
A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.
signerlabs
★ 3,121ShipSwift
AI-native SwiftUI component library with full-stack recipes — connect via MCP for instant access.
ahujasid
★ 3,052ableton-mcp
Control Ableton Live with any LLM: create tracks, arrange clips & compose music via MCP
snyk
★ 3,047agent-scan
Security scanner for AI agents, MCP servers and agent skills.
microsoft
★ 3,020skills
Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
wesammustafa
★ 3,013Claude-Code-Everything-You-Need-to-Know
A practical Claude Code guide with clear mental models and copy-paste examples — setup, prompt engineering, slash commands, skills, hooks, subagents, agent teams, and MCP servers. Beginner path to power-user depth. Featured in Awesome Claude Code.
Jpisnice
★ 2,991shadcn-ui-mcp-server
A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native
zcaceres
★ 2,990markdownify-mcp
A Model Context Protocol server for converting almost anything to Markdown.