The Model Context Protocol is the open standard for connecting AI
assistants to tools and data. This repository is two things:

1. A directory — a curated, categorized list of MCP servers the community has built and shipped.
2. A teaching repo — small, readable server implementations in Python you can clone, run, and copy from.

Built and maintained by AI Anytime. Additions come from the community — see Contributing.

📑 Contents

• Servers in this repo
• Quick start
• Community directory
  • Agents, IDEs & developer tools
  • Search & discovery
  • Knowledge, memory & context
  • Media & generation
  • Security
  • Finance & markets
  • Marketing, content & social
  • Cloud, ops & data
  • Commerce, travel & logistics
  • Work & productivity
• Contributing
• Resources
• License

🧱 Servers in this repo

Reference implementations you can run locally. Each folder is self-contained — open it and follow its README.md.

[!TIP]
New to MCP? Read weather first (smallest surface area), then http-sse-mcp-starter to see the same
idea served remotely, then streamlit as an MCP Host to see the other side of the wire.

🚀 Quick start

git clone https://github.com/AIAnytime/Awesome-MCP-Server.git
cd Awesome-MCP-Server/weather

uv sync              # or: pip install -r requirements.txt
uv run weather.py

Then point an MCP client at it. With Claude Code:

claude mcp add weather -- uv --directory /absolute/path/to/Awesome-MCP-Server/weather run weather.py

For Claude Desktop, add the same command to claude_desktop_config.json under mcpServers.
Stuck? The MCP playlist on the AI Anytime YouTube channel walks through it end to end.

🌍 Community directory

Servers built by the community. Entries are alphabetical within each category.

Legend — stdio runs locally on your machine · http is a hosted remote server (nothing to install) · sse is a remote server over Server-Sent Events.

Agents, IDEs & developer tools

• Agent QA stdio — Author, validate, run, and inspect natural-language web and mobile regression tests, with persistent test memory. Install: npx -y agent-qa mcp
• Antigravity Link stdio — Mirror active AI chat sessions from Google's Antigravity IDE to your phone: send messages, upload files, stop generation, automate workflows across 9 tools. Registry: io.github.cafeTechne/antigravity-link
• claude-node stdio — Python subprocess bridge to the Claude Code CLI, giving Python direct access to Claude Code's native capabilities over stream-json.
• OpenAPI to MCP Cloud Bridge sse — Zero-setup hosted bridge that turns any OpenAPI JSON spec into a remote MCP server. Hosted bridge
• Roundtable stdio — Zero-configuration server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) behind one interface with auto-discovery. Website
• SandBase CLI stdio — Agent-first CLI and MCP bridge for discovering, inspecting, and running 2,000+ AI models on one account — search, scraping, multimodal generation, data APIs, sandboxes. Install: npx -y @sandbaseai/cli connect · Website
• Skillselion stdio — On-demand skill loader over a catalog of 79,000+ agent skills, MCP servers, and plugins; materializes the matching SKILL.md and its scripts into the session mid-task. Install: npx -y skillselion-mcp · Website

Search & discovery

• AISOTools http — Search a curated catalog of 1,766 AI tools by keyword, category, or pricing; compare 2–5 products side by side and find alternatives. Read-only, no API key, sponsored results flagged. Install: claude mcp add --transport http aisotools https://aisotools.com/api/mcp · Docs
• nothumansearch http — Search engine over 8,600+ agent-native services: discover MCP servers, OpenAPI providers, and llms.txt publishers by keyword, category, or agentic-readiness score. Registry: ai.nothumansearch/search
• Parallel Search http — Free live web search and URL fetching, no account or API key. Endpoint: https://search.parallel.ai/mcp
• TwitterAPI.io http — 12 read-only tools over twitterapi.io: tweet search with full operators, profiles, followers, conversation threads, real-time streaming, trending topics. Endpoint: mcp.twitterapi.io/mcp
• Xquik http — X/Twitter search, extraction workflows, account insights, webhooks, and SDK access. Docs

Knowledge, memory & context

• GoodMemory stdio — Local-first, auditable memory for coding agents. SQLite-backed, read-only context/trace/search tools by default, with durable writes opt-in behind inspect, revise, forget, and export. Install: npm install -g goodmemory
• Screenpipe stdio — Local-first 24/7 screen and microphone recording with OCR, accessibility-tree, and transcript indexing, so assistants can answer questions over everything you've seen and heard. Install: claude mcp add screenpipe -- npx -y screenpipe-mcp@latest

Media & generation

• prompt-to-asset stdio — Routes image-generation prompts to 30+ models (DALL·E, Stable Diffusion, Flux, Midjourney) through one interface. Install: npm install -g prompt-to-asset
• RunAPI stdio — Browse the RunAPI model catalog and run image, video, music/audio, text-to-speech, and LLM tasks from agent workflows. Install: npx -y @runapi.ai/mcp

Security

• Darkmoon stdio — Open-source (GPLv3) autonomous penetration-testing platform orchestrating 80+ offensive security tools through 50 specialist agents, with proof of exploitation behind every finding. Runs fully locally.

Finance & markets

• AskCyborg http — Stress-tests public and private companies through analyst debate: reports, scores, comparisons, competitors, recent developments. Anonymous free tier, no API key. Endpoint: https://mcp.askcyborg.com/mcp
• EventTrader http — Prediction-market trading: place bets, TGE token price predictions, real-time orderbooks, agent cloning, due-diligence scoring. Platform
• Helium http — Real-time news with 37-dimension bias scoring, ML options pricing, and live market data. Interactive demo · REST API

Marketing, content & social

• Autoposting http — Draft, schedule, and publish to X, LinkedIn, Instagram, Threads, and YouTube, plus AI carousels and video clipping. OAuth 2.1 with dynamic client registration — no secret to paste. Install: claude mcp add --transport http autoposting https://app.autoposting.ai/mcp
• Liftli http — Head-of-content for LinkedIn, X, and Substack: extracts your voice from your own posts, turns voice notes and transcripts into drafts, critiques them, then publishes through official platform APIs. 54 tools, no scraping.
• NotFair http — Google Ads diagnostics (CPA, ROAS, search-term waste, quality scores) and optimizations executed through the official Google Ads API behind a human-approval gate.
• NotFair Skills — Skills, not a server. Open-source Claude Code skills for SEO, GEO, Google Ads, and Meta Ads that pull live data through the Google Ads, Meta Ads, Search Console, and GA4 MCP servers.

Cloud, ops & data

• Zopnight http — Read-only cloud cost and infrastructure governance across AWS, Azure, and GCP: 85 tools spanning cost, resources, schedules, recommendations, budgets, and diagnostics. Install: claude mcp add --transport http zopnight https://api.zop.dev/mcp-server --header "Authorization: Bearer zn_pat_YOUR_TOKEN" · Claude setup

Commerce, travel & logistics

• BuyWhere stdio — Cross-border e-commerce product search across 150M+ products in Singapore, SEA, and US markets with real-time price comparison. Install: npx @buywhere/mcp-server
• Packrift http — Packaging procurement: exact-size SKU lookup, carton-fit recommendations, shipping estimates, and dimensional-weight calculations.
• Pocket Drives http — Search peer-to-peer luxury, exotic, and EV rentals from independent hosts. Endpoint: https://pocketdrives.ai/mcp, no auth.

Work & productivity

• AI Applyd http — ATS resume scoring, job-description analysis, interview prep, cover letters, resume building, and auto-apply that submits on the employer's own hiring system. Website
• Process Street http — Connect agents to Process Street workflows, tasks, runs, data sets, and operational records, with an interactive authorization flow. Docs

🤝 Contributing

Contributions are very welcome — this list is only as good as the people adding to it.

Adding a server? Read CONTRIBUTING.md first. The short version:

• One server per pull request.
• Add it as a bullet in the right category, in alphabetical order. Please don't renumber anything or introduce numbered lists — that's what broke this file before.
• Use the exact entry format:

  - **[Name](https://link-to-repo-or-docs)** `stdio|http|sse` — One sentence on what it does. Install: `command` · [Docs](https://…)
  

• Keep it to one or two sentences. No marketing copy, no tracking parameters in URLs.
• The server must actually exist, speak MCP, and be reachable by someone who isn't you.

📚 Resources

• Model Context Protocol — documentation
• MCP specification
• Official MCP registry
• MCP Python SDK · TypeScript SDK
• AI Anytime on YouTube — MCP tutorials and walkthroughs

📜 License

MIT. Listed third-party servers carry their own licenses — check each project before using it.