MCP Essentials
Must-have Model Context Protocol servers and tools
Showing 421–480 of 1,739 skills · Page 8 of 29
brycewang-stanford / stata-code
43Agent-native Stata bridge for empirical research — run DiD/IV/RDD and publication-ready tables from Claude Code, Jupyter, or VS Code on one token-economy result schema, with StatsPAI cross-validation.
ferdinandobons / CodeDebrief
42Local-first static analysis that turns source code into deterministic, source-grounded workflow maps for coding agents via MCP.
codeaholicguy / ai-devkit
1.6kThe control plane for AI coding agents.
google-gemini / behavioral-evals
106.9kGuidance for creating, running, fixing, and promoting behavioral evaluations
IvanMurzak / Unity-MCP
4.2kAI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free.
bethington / ghidra-mcp
3.7kGhidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.
stickerdaniel / linkedin-mcp-server
3.4kOpen-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.
zcaceres / markdownify-mcp
3.0kA Model Context Protocol server for converting almost anything to Markdown
mcpjungle / MCPJungle
1.2kOne place to manage & connect to all your MCP servers
vostride / agent-qa
904Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in natural language for web and mobile. agent-qa learns from every run, adapts to UI changes, and catches regressions before you ship.
uvwt / agentdock
709Secure MCP runtime for AI agents to operate local machines, servers, and containers with multi-device orchestration.
Dakkshin / after-effects-mcp
599MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, properties) via the Model Context Protocol using ExtendScript.
agentify-sh / desktop
553Agentify Desktop lets Codex/Claude/OpenCode control your logged-in ChatGPT, Claude, AiStudio, Gemini, Grok, Perplexity web sessions via MCP, parallel hidden/visible tabs, file upload + image download
kochetkov-ma / claude-brewcode
31Brewcode - full-featured development platform for Claude Code: infinite focus tasks with automatic context handoff, prompt optimization, skill/agent creation, quorum code reviews, project rules management, and knowledge persistence
INo-xious / stockbit-mcp
29Model Context Protocol (MCP) server for Stockbit (Indonesian / IDX market) — broker summary / bandarmology, quotes, top movers, orderbook, fundamentals, sentiment, your portfolio, and your real chart. (Work In Progress)
Snailclimb / JavaGuide
158.4kJava 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发
codexu / note-gen
12.7kCapture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with AI.
0xJacky / nginx-ui
11.5kYet another WebUI for Nginx
xianyu-sheng / Xenon
52🚀 Xenon — Agent Harness for AI coding agents. 证据导向架构 + 7种推理范式 + 执行隔离边界 + SWE-bench 40% 通过率（+6.7pp）。可信、可验证、可评测的 AI Agent 运行时。
brightwave-inc / tidebreak
25Open-source, local-first desktop for AI coding agents and document work. Run Claude Code, Codex CLI, opencode, and Grok CLI in isolated Git worktrees.
kerbelp / metatron
24Git-native context layer for AI coding agents. Your team's real engineering decisions — patterns, pitfalls, conventions — live as reviewed markdown files in your repo; agents consult them before writing code and record what they learn.
dagucloud / dagu
3.8kSelf-hostable workflow orchestrator for teams whose main work isn't orchestration. Declarative YAML over your scripts, SSH commands, containers, etc; keep workflows separate from business logic. One binary, no database, runs on limited H/W resources. Alternative to Airflow / Cron / Job Scheduler.
go-nunu / nunu
2.6kA CLI tool for building Go applications.
f / mcptools
1.6kA command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.
BlackSnufkin / LitterBox
1.5kA self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets an LLM agent drive analysis end to end.
PaperDebugger / paperdebugger
1.5kA Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
datalayer / jupyter-mcp-server
1.3k🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
polterguy / magic
1.2kInstant SECURE Full Stack Apps and AI Agents
LycheeMem / LycheeMem
1.2kLightweight Long-Term Memory for LLM Agents.
grayhatdevelopers / vidxp
50VidXP (Video eXPlain) - Video Indexing Engine. Search in videos in natural language. 👀 Connect your Hermes / Claude / OpenClaw agents, allow them to understand videos with low token cost.
enessari / metabase-ai-assistant
49The most powerful MCP Server for Metabase - 111+ tools for AI SQL generation, dashboard automation & enterprise BI. Works with Claude, Cursor, ChatGPT.
xi-zhao / OpenQuantum
49Open-source quantum Agent workspace with a desktop client, Web UI, messaging, Qiskit/MCP tools, and scientific validation
AI-XiaoDao / ai-browser-mcp
48AI浏览器 MCP Server — Windows 本地浏览器自动化 MCP 服务端 · 265 tools · Cursor/Claude Code/Claude Desktop/Trae 原生 stdio 直连 · Web Scraping · JS 逆向 · CDP 断点 · 指纹反检测 · 网络拦截 · 填表 RPA · FBrowser CEF 内核 · MIT 开源
openziti / mcp-gateway
48Zero trust gateway for MCP servers. Aggregate, filter, and securely access MCP tools from anywhere without VPNs, open ports, or exposed endpoints. Built on OpenZiti, zrok, and Agora with cryptographic identity, mTLS, per-client isolation, and tool-level permission control.
markifact / markifact-mcp
48MCP server for Google Ads, Meta Ads, GA4, TikTok Ads, and LinkedIn Ads. Manage 300+ ad operations from Claude, ChatGPT, Gemini, Cursor, or any AI client. Human-in-the-loop on every write.
zhixuli0406 / DuDuClaw
47Open-source AI Agent platform — 80+ MCP tools, 7 channels (Slack/Discord/LINE/Telegram), Rust + Python. Self-hostable Claude/GPT alternative for production multi-LLM systems.
justadityaraj / shim-mcp
46WordPress MCP server plugin, live on WordPress.org. Connect Claude Code, Cursor, or any MCP client to WordPress over stdio (WP-CLI) or HTTP. 56 abilities, self-contained, no cloud.
angrysky56 / mcp-logic
46Fully functional AI Logic Calculator utilizing Prover9/Mace4 via Python based Model Context Protocol (MCP-Server)- tool for Windows, Linux, Claude App etc
Upsonic / Upsonic
7.9kBuild autonomous AI agents in Python.
tractorjuice / arc-kit
2.2kThe Enterprise Architecture Governance Harness — strategy, architecture, delivery, and assurance using AI coding assistants
doobidoo / mcp-memory-service
1.9kOpen-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
zhu1090093659 / deepseek-pp
1.8kDeepSeek Web browser extension: AI agent workspace with MCP tools, memory, Skills, automation, web search, and conversation export.
Appllama / appllama-skills
1.1kA builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.
suekou / mcp-notion-server
922A Model Context Protocol server for connecting Notion to MCP-compatible clients
wshobson / maverick-mcp
660MaverickMCP - Personal Stock Analysis MCP Server
neiltron / apple-health-mcp
567Local-first Apple Health MCP server. Lets AI assistants answer questions about your sleep, workouts, activity and heart data from a local export.
AnxForever / stylekit
472精选优质 Web 设计风格，提供文档、组件模板、代码片段， 以及可直接导出的 AI Rules。
thatrebeccarae / claude-marketing
133A full marketing department for Claude Code. Skill packs for Klaviyo, Shopify, GA4, Looker Studio, paid media, and more. Audit, optimize, and report using natural language.
craftwork-design / retro
28Weekly retro for your coding agent. A Claude Code skill that mines your session transcripts for recurring failures and turns them into evidence-backed CLAUDE.md fixes. Local-only, zero dependencies, MIT.
Kong / kong
44.1k🦍 The API and AI Gateway
NirDiamant / agents-towards-production
21.4kEnd-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
palmier-io / palmier-pro
14.3kmacOS video editor built for AI
wonderwhy-er / DesktopCommanderMCP
9.5kThis is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
firish / claude_code_vs
83Bring Claude Code to Visual Studio 2026: A native diff with accept/reject, a live debugger Claude can drive autonomously, Roslyn code navigation, and Test Explorer integration. The IDE half of Claude Code's integration protocol. Community-built, unofficial.
utensils / claudette
75Claude's missing better half — a companion tool for Claude Code usage.
aws / amazon-q-developer-cli
2.0k✨ Agentic chat experience in your terminal. Build applications using natural language.
OpenAgentPlatform / Dive
1.8kDive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨
redhat-et / ripwire
1.7kThe ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then check you built what you meant — blast radius, tests-to-run, quality deltas.
svnscha / mcp-windbg
1.6kModel Context Protocol for WinDbg.
chunkhound / chunkhound
1.4kYour entire engineering context, deeply understood