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.

14,200 MCP servers

Give your AI agent stealth web scraping with Cloudflare bypass and CSS selection, powered by Scrapling.

67k
Python
BSD-3-Clause
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Give your AI coding agent full control of a live Chrome browser for 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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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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Official remote MCP server connecting AI agents to PostHog's product analytics, feature flags, and experiments.

35k
Python
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A local, zero-dependency knowledge-graph engine that lets AI coding agents query code structure instead of grepping files.

23k
C
MIT
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Validate oh-my-posh prompt configs and segment snippets against the official schema, remotely.

23k
Go
MIT
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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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Give your coding agent direct access to Figma design data for one-shot UI implementation.

15k
TypeScript
MIT
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Coder

Active

Manage self-hosted cloud development environments and AI coding agents through Coder via MCP.

14k
Go
AGPL-3.0
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PraisonAI

Active

Build autonomous, self-reflecting AI agents and connect them to any MCP server in minutes.

8.3k
Python
MIT
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Query all your synced apps and data sources with natural language, directly from your AI agent.

6.5k
Python
MIT
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Give AI agents full computer-use control over Windows: apps, UI, mouse/keyboard, and browser automation.

6.3k
Python
MIT
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Give AI coding agents direct control over Xcode builds, simulators, and app management.

6.0k
TypeScript
MIT
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One MCP gateway that lets AI agents progressively use thousands of tools without blowing up the context window.

5.8k
Python
Apache-2.0
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Query 200+ transparent financial ratios and metrics from your AI assistant, calculated from raw statements.

5.0k
Python
MIT
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Generate 26+ chart types and diagrams for AI agents via AntV's MCP server.

4.2k
TypeScript
MIT
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Natural-language access to Cloudflare's Workers, observability, security, and analytics services via domain-specific MCP servers.

3.9k
TypeScript
Apache-2.0
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Let AI agents build, script, and debug Unity games directly inside the Editor and in-game.

3.4k
C#
Apache-2.0
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Cloud browser automation for LLMs, powered by Browserbase and Stagehand.

3.4k
TypeScript
Apache-2.0
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Give your AI agent a cloud browser it can navigate, click, and extract data from.

3.4k
TypeScript
Apache-2.0
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Persistent, local-first AI memory stored as plain Markdown files you and your LLM both read and write.

3.3k
Python
AGPL-3.0
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DBHub

Active

Token-efficient MCP gateway for querying PostgreSQL, MySQL, MariaDB, SQL Server, and SQLite.

3.1k
TypeScript
MIT
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Explore the leaked Claude Code CLI source — tools, commands, and architecture — via MCP.

3.0k
TypeScript
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Give AI agents hands and eyes to inspect, control, and debug real iOS, Android, TV, and desktop apps.

3.0k
TypeScript
MIT
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Search, download, and analyze arXiv papers—plus semantic search, citation graphs, and alerts—right from your AI assistant.

2.9k
Python
Apache-2.0
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