PluginBench

MCP Servers

Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

23,019 MCP servers

Control a real Chrome browser to complete any task: fill forms, extract data, book flights.

110k
Python
MIT
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Real-time global intelligence: markets, conflicts, country risk, energy, and infrastructure monitoring via 39 MCP tools.

83k
TypeScript
AGPL-3.0
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NENetdata logo

Netdata

Active

Real-time infrastructure monitoring with per-second metrics, ML-powered anomaly detection, and zero-configuration setup.

80k
Go
GPL-3.0
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Trending hip-hop artist momentum scores across four cultural dimensions.

79k
TypeScript
MIT
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AI orchestration platform with 100+ agents, swarm coordination, and self-learning memory for enterprise development.

68k
TypeScript
MIT
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Web scraping with stealth HTTP, real browsers, and Cloudflare bypass capabilities.

67k
Python
BSD-3-Clause
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COContext7 logo

Context7

Active

Fetch up-to-date, version-specific code documentation and examples directly into your AI coding prompts.

61k
TypeScript
MIT
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Draw and visually collaborate with AI agents on tldraw's infinite canvas.

50k
TypeScript
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MEMetabase logo

Metabase

Active

Search, explore, query, and visualize data in Metabase through AI agents.

49k
Clojure
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Control and inspect live Chrome browsers with DevTools for reliable automation, debugging, and performance analysis.

45k
TypeScript
Apache-2.0
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Let AI agents manage your Puter files, websites, and serverless workers over MCP.

43k
TypeScript
AGPL-3.0
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Free open-source resume builder with AI integration and multiple export formats.

41k
TypeScript
MIT
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Browser automation for AI agents via MCP, powering ByteDance's Agent TARS hybrid GUI/DOM browser control.

37k
TypeScript
Apache-2.0
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Run arbitrary shell commands from an MCP-connected AI agent.

37k
TypeScript
Apache-2.0
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Filesystem access MCP server from ByteDance's UI-TARS/Agent TARS ecosystem.

37k
TypeScript
Apache-2.0
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Adds web search capability to MCP-enabled AI agents like Agent TARS.

37k
TypeScript
Apache-2.0
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Browser automation for LLMs using accessibility trees instead of screenshots.

36k
TypeScript
Apache-2.0
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Official remote MCP server connecting AI agents to PostHog's product analytics, feature flags, and experiments.

35k
Python
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GIGitHub logo

GitHub

Active

Connect AI assistants to GitHub—manage repos, issues, PRs, and workflows through natural language.

32k
Go
MIT
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IDE-level semantic code retrieval, editing, and refactoring tools for AI coding agents.

28k
Python
MIT
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Fast, efficient code intelligence engine for AI agents — 158 languages, sub-millisecond queries, 99% fewer tokens.

23k
C
MIT
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Validate oh-my-posh configurations and segment snippets against the official schema.

23k
Go
MIT
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SKSkyvern logo

Skyvern

Active

AI-powered browser automation for agents — navigate, click, fill forms, and extract data from any website.

22k
Python
AGPL-3.0
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Search and discover Agent Skills — reusable AI agent capability packages — from the skills.sh registry.

21k
Python
Apache-2.0
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SCscreenpipe logo

Search your local screen recordings, audio transcripts, and computer activity with AI-powered memory.

21k
Rust
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FUFunASR logo

FunASR

Active

Transcribe local audio with private, on-device speech recognition using FunASR and SenseVoice.

20k
Python
MIT
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Compile code in 30+ languages and inspect assembly output with thousands of compilers via MCP.

19k
TypeScript
BSD-2-Clause
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KEKeploy logo

Keploy

Active

Auto-generate API tests and mocks from real traffic, OpenAPI, curl, or Postman—no code changes needed.

18k
Go
Apache-2.0
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Connect AI agents to enterprise databases with prebuilt tools or a custom tools framework.

16k
Go
Apache-2.0
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Open source MCP server connecting AI agents to enterprise databases with prebuilt and custom tools.

16k
Go
Apache-2.0
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