Category
Dev tools
GitHub, GitLab, issue trackers, observability, debugging
64 servers in this category · RSS
- open-webui Discovered 136.9k
open-webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
- Anthropic Official 85.6k
GitHub
Browse repositories, read code, search issues, create PRs, and manage workflows via the GitHub API.
- Anthropic Official 85.6k
GitLab
Read repositories, manage merge requests, and trigger pipelines via the GitLab API.
- Anthropic Official 85.6k
Sentry
Read Sentry issue details + stack traces so the model can debug errors with full context.
- Anthropic Official 85.6k
Everything
Demonstration server exercising every MCP primitive — tools, resources, prompts, sampling.
- sickn33 Discovered 37.4k
antigravity-awesome-skills
Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill coll
- github Discovered 29.8k
github-mcp-server
GitHub's official MCP Server
- go-kratos Discovered 25.7k
kratos
Your ultimate Go microservices framework for the cloud-native era.
- Panniantong Discovered 19.4k
Agent-Reach
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
- heygen-com Discovered 17.9k
hyperframes
Write HTML. Render video. Built for agents.
- yusufkaraaslan Discovered 13.5k
Skill_Seekers
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
- kubeshark Discovered 11.9k
kubeshark
eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.
- tadata-org Discovered 11.9k
fastapi_mcp
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
- idosal Discovered 8.1k
git-mcp
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
- grab Discovered 6.8k
cursor-talk-to-figma-mcp
TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.
- mukul975 Discovered 6.3k
Anthropic-Cybersecurity-Skills
754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Cop
- cporter202 Discovered 5.1k
API-mega-list
This GitHub repo is a powerhouse collection of APIs you can start using immediately to build everything from simple automations to full-scale applications. One of the most valuable API lists on GitHub
- heilcheng Discovered 4.8k
awesome-agent-skills
Tutorials, Guides and Agent Skills Directories
- open-webui Discovered 4.2k
mcpo
A simple, secure MCP-to-OpenAPI proxy server
- Atmosphere Discovered 3.8k
atmosphere
Real-time transport layer for Java AI agents. Build once with @Agent — deliver over WebSocket, SSE, gRPC, and WebTransport/HTTP3. Talk MCP, A2A and AG-UI.
- Cloudflare Vendor 3.7k
Cloudflare Workers
Deploy + manage Cloudflare Workers + Pages + KV + R2 from inside an agent conversation.
- IBM Discovered 3.7k
mcp-context-forge
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call
- av Discovered 2.9k
harbor
Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to explore.
- jnMetaCode Discovered 2.9k
superpowers-zh
🦸 AI 编程超能力 · 中文增强版 — superpowers（116k+ ⭐）完整汉化 + 6 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 16 款 AI 编程工具真正会干活
- Jpisnice Discovered 2.8k
shadcn-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
- opensolon Discovered 2.7k
solon
🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90%
- Supabase Vendor 2.7k
Supabase
Manage Supabase projects — databases, auth users, edge functions, storage buckets.
- Manavarya09 Discovered 2.5k
design-extract
Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Comp
- metatool-ai Discovered 2.3k
metamcp
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
- jamubc Discovered 2.2k
gemini-mcp-tool
MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding
- apioo Discovered 2.1k
fusio
Self-Hosted API Management for Builders
- glidea Discovered 1.7k
zenfeed
Make RSS 📰 great again with AI 🧠✨!! [作者新开的Gpt模型中转站 - 0.2 倍率, 0.2元当1刀花，比官方便宜35倍 https://token.glidea.app]
- Azure Discovered 1.4k
data-api-builder
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
- grafbase Discovered 1.2k
grafbase
[Acquired by The Guild] The Grafbase GraphQL Federation Gateway
- cgoinglove Discovered 1.1k
better-chatbot
Just a Better Chatbot. Powered by Agent & MCP & Workflows.
- rohitg00 Discovered 885
kubectl-mcp-server
Published in CNCF Landscape: A MCP server for Kubernetes.
- ankorstore Discovered 833
yokai
Simple, modular, and observable Go framework for backend applications.
- bgauryy Discovered 814
octocode-mcp
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codeb
- Kymo-MCP Discovered 719
mcpcan
MCPCAN is a centralized management platform for MCP services. It deploys each MCP service using a container deployment method. The platform supports container monitoring and MCP service token verifica
- jonigl Discovered 699
mcp-client-for-ollama
A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model switching, streaming responses, tool management, human-in-the-l
- mnemox-ai Discovered 688
idea-reality-mcp
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
- getsentry Discovered 686
sentry-mcp
An MCP server for interacting with Sentry via LLMs.
- mondaycom Discovered 644
vibe
🎨 Vibe Design System - Official monday.com UI resources for application development in React.js
- vibheksoni Discovered 640
stealth-browser-mcp
The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.
- AVIDS2 Discovered 443
memorix
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Cursor, Claude Code, Codex, Windsurf, Gemini CLI, GitHub Copilot, Kiro, OpenCode, Antigravity, and Trae.
- pab1it0 Discovered 440
prometheus-mcp-server
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
- Vercel Vendor 356
Vercel
Manage Vercel projects, deployments, env vars, and domains via the Vercel API.
- elusznik Discovered 331
mcp-server-code-execution-mode
An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions contex
- getdatanaut Discovered 306
openmcp
Turn any openapi file into an mcp server, with just the tools you need.
- adhikasp Discovered 306
mcp-git-ingest
A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.
- spences10 Discovered 305
mcp-omnisearch
🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi, Exa), AI tools (Kagi FastGPT, Exa, Linkup), and content extraction services (Firecraw
- QuinnAho Discovered 235
claudemap
google maps for vibecoders.
- warpdot-dev Discovered 229
composio
typescript python sdk ai-agents anthropic openapi langchain openai-agents llamaindex mastra vercel-ai mcp oauth saas llm integrations agent-tools automation cloudflare google-gemini tooling rag multi-
- ErickWendel Discovered 228
erickwendel-contributions-mcp
A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms
- RekklesNA Discovered 187
ProxmoxMCP-Plus
Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.
- rust-mcp-stack Discovered 175
rust-mcp-sdk
A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.
- marcuspat Discovered 162
turbo-flow
Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Instances, Github Codespaces, Google Cloud Shell, and more! Features 600+ AI subagents, Claude Flow, SPARC methodology, and
- cafeTechne Discovered 161
antigravity-link-extension
Mobile companion for Google's Antigravity IDE. Mirror AI sessions on your phone, send messages, stop generation, automate via 9 MCP tools or OpenAPI.
- sbroenne Discovered 154
mcp-server-excel
Excel MCP Server & CLI - 23 tools, 214 operations for AI-powered Excel automation via COM API
- Community
Figma
Read Figma files + components — extract design tokens, generate code from frames.
- Community
GitHub Actions
Trigger + monitor GitHub Actions runs, fetch logs, manage workflow secrets.
- Axiom Vendor
Axiom
Query Axiom logs + traces via APL — model-driven log analysis.
- Community
OpenAPI
Turn any OpenAPI / Swagger spec into MCP tools — instant integration for REST APIs.
- Community
GraphQL
Query any GraphQL endpoint with introspection — schema-aware tool surface.