Category
Dev tools
GitHub, GitLab, issue trackers, observability, debugging
75 servers in this category · RSS
- open-webui Discovered 143.4k
open-webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
- Anthropic Official 87.9k
GitHub
Browse repositories, read code, search issues, create PRs, and manage workflows via the GitHub API.
- Anthropic Official 87.9k
GitLab
Read repositories, manage merge requests, and trigger pipelines via the GitLab API.
- Anthropic Official 87.9k
Sentry
Read Sentry issue details + stack traces so the model can debug errors with full context.
- Anthropic Official 87.9k
Everything
Demonstration server exercising every MCP primitive — tools, resources, prompts, sampling.
- ruvnet Discovered 61.9k
ruflo
🌊 The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning swarm intellige
- Panniantong Discovered 44.7k
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.
- sickn33 Discovered 42.0k
antigravity-awesome-skills
Installable GitHub library of 1,600+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes specialized plugins, installer CLI, bundles, workflows, and official
- wshobson Discovered 37.3k
agents
Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI
- heygen-com Discovered 32.0k
hyperframes
Write HTML. Render video. Built for agents.
- github Discovered 31.0k
github-mcp-server
GitHub's official MCP Server
- go-kratos Discovered 25.8k
kratos
Your ultimate Go microservices framework for the cloud-native era.
- Community 15.3k
Figma
Read Figma files + components — extract design tokens, generate code from frames.
- yusufkaraaslan Discovered 14.3k
Skill_Seekers
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
- kubeshark Discovered 12.0k
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 8.2k
git-mcp
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
- cporter202 Discovered 6.9k
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
- grab Discovered 6.9k
cursor-talk-to-figma-mcp
TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.
- superradcompany Discovered 6.5k
microsandbox
🧱 easy, fast, local microvms for untrusted workloads. use as dev container, ai agent sandbox, ci/cd, and more.
- jnMetaCode Discovered 6.1k
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
- heilcheng Discovered 5.9k
awesome-agent-skills
Tutorials, Guides and Agent Skills Directories
- mock-server Discovered 4.9k
mockserver-monorepo
MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspect and modify live traffic, and inject failures. It supports HTTP/1.1, HTTP/2, gRPC, WebSockets, TCP and more o
- open-webui Discovered 4.3k
mcpo
A simple, secure MCP-to-OpenAPI proxy server
- IBM Discovered 4.0k
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
- Cloudflare Vendor 3.9k
Cloudflare Workers
Deploy + manage Cloudflare Workers + Pages + KV + R2 from inside an agent conversation.
- 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.
- cobusgreyling Discovered 3.8k
loop-engineering
Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit,
- Manavarya09 Discovered 3.4k
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
- av Discovered 3.0k
harbor
Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to explore.
- Supabase Vendor 2.8k
Supabase
Manage Supabase projects — databases, auth users, edge functions, storage buckets.
- 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 2.8k
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%
- metatool-ai Discovered 2.5k
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
- tractorjuice Discovered 2.0k
arc-kit
The Enterprise Architecture Governance Harness — strategy, architecture, delivery, and assurance for AI coding assistants
- jgravelle Discovered 2.0k
jcodemunch-mcp
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens s
- glidea Discovered 1.7k
zenfeed
Make RSS 📰 great again with AI 🧠✨!!
- Azure Discovered 1.5k
data-api-builder
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
- sourcey Discovered 1.3k
sourcey
Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.
- grafbase Discovered 1.2k
grafbase
[Acquired by The Guild] The Grafbase GraphQL Federation Gateway
- keinsaasforever Discovered 1.1k
better-chatbot
Formerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and workflow automation.
- cgoinglove Discovered 1.1k
better-chatbot
Just a Better Chatbot. Powered by Agent & MCP & Workflows.
- rohitg00 Discovered 918
kubectl-mcp-server
Published in CNCF Landscape: A MCP server for Kubernetes.
- Community 894
OpenAPI
Turn any OpenAPI / Swagger spec into MCP tools — instant integration for REST APIs.
- bgauryy Discovered 871
octocode
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
- bgauryy Discovered 842
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
- ankorstore Discovered 834
yokai
Simple, modular, and observable Go framework for backend applications.
- atlassian Discovered 806
atlassian-mcp-server
Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OAuth 2.1 or
- vibheksoni Discovered 743
stealth-browser-mcp
The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.
- getsentry Discovered 724
sentry-mcp
An MCP server for interacting with Sentry via LLMs.
- Kymo-MCP Discovered 721
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
- mnemox-ai Discovered 718
idea-reality-mcp
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
- mondaycom Discovered 646
vibe
🎨 Vibe Design System - Official monday.com UI resources for application development in React.js
- pab1it0 Discovered 486
prometheus-mcp-server
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
- rahilp Discovered 416
second-brain-cloudflare
One memory layer, every AI tool. Store anything once — recall it in Claude, ChatGPT, Cursor, or any MCP client. Self-hosted on Cloudflare's free tier.
- Community 395
GraphQL
Query any GraphQL endpoint with introspection — schema-aware tool surface.
- Vercel Vendor 364
Vercel
Manage Vercel projects, deployments, env vars, and domains via the Vercel API.
- dex-original Discovered 344
okx-agent-trade-kit
okx trading bot okx agent mcp cli cryptocurrency okx api automated trading typescript okx trading bot model context protocol cursor ai trading crypto spot futures okx trading bot npm pnpm okx mcp open
- elusznik Discovered 336
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
- spences10 Discovered 329
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
- adhikasp Discovered 314
mcp-git-ingest
A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.
- getdatanaut Discovered 305
openmcp
Turn any openapi file into an mcp server, with just the tools you need.
- ErickWendel Discovered 281
erickwendel-contributions-mcp
A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms
- RekklesNA Discovered 271
ProxmoxMCP-Plus
Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.
- codespar Discovered 254
mcp-dev-latam
Open-source MCP servers for Latin American commerce — Pix, NF-e, banking, fiscal, logistics, and messaging across Brazil, Mexico, Argentina, Colombia, Chile, and Peru. MIT, on npm.
- QuinnAho Discovered 245
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-
- sbroenne Discovered 198
mcp-server-excel
Excel MCP Server & CLI - 23 tools, 214 operations for AI-powered Excel automation via COM API
- cafeTechne Discovered 191
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.
- rust-mcp-stack Discovered 175
rust-mcp-sdk
A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.
- marcuspat Discovered 161
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
- Axiom Vendor 61
Axiom
Query Axiom logs + traces via APL — model-driven log analysis.
- Community 41
GitHub Actions
Trigger + monitor GitHub Actions runs, fetch logs, manage workflow secrets.