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

Connect AI models to ROS robots for bidirectional control and observation without modifying robot code.

1.4k
Python
Apache-2.0
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TYTypeUI logo

TypeUI

Active

Give AI coding tools access to design systems and UI prompts for better-looking interfaces.

1.4k
TypeScript
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SUSuperlog logo

Superlog

Active

Open-source observability agent that ingests traces, logs, and metrics to debug production systems.

1.4k
TypeScript
Apache-2.0
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Natural voice conversations with Claude Code—speak naturally, hear responses immediately with STT/TTS via MCP.

1.3k
Python
MIT
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PEPersome logo

Persome

Active

Local-first personal memory and model server for trusted MCP agents on macOS.

1.3k
Python
Apache-2.0
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EMemailmd logo

emailmd

Active

Convert markdown to email-safe HTML with linting and preview tools.

1.3k
TypeScript
MIT
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1117 professional agent skills — searchable & fetchable over MCP for Claude, ChatGPT, Gemini, Cursor & more.

1.3k
HTML
MIT
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3D & AR SDK for Android, iOS, Web, Desktop, Flutter, React Native — build with Compose, SwiftUI, or JavaScript.

1.3k
Kotlin
Apache-2.0
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Give AI agents full Brave Search capabilities: web, local, image, video, news, place search, LLM context, and summarization.

1.3k
TypeScript
MIT
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Web search, images, videos, news, and AI summaries via Brave Search API.

1.3k
TypeScript
MIT
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Give AI assistants direct access to SceneView's 3D/AR API docs, samples, and code generation.

1.2k
Kotlin
Apache-2.0
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AI-assisted Valkey/Redis observability for Claude Code and other MCP clients.

1.2k
TypeScript
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AI-agent flight search & booking across 400+ airlines, $20-50 cheaper than OTAs.

1.2k
Python
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Flight search & booking for AI agents across 400+ airlines with real, unmarked-up prices.

1.2k
Python
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Live Solana API calls and wallet tools for Claude, Cursor, and MCP clients.

1.2k
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Browse Solana wallets, trades, markets, and onchain data via live API calls through Claude and Cursor.

1.2k
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MAMagic Cloud logo

Self-hosted low-code platform that turns plain English into full-stack apps and exposes them as MCP tools for Claude and Cursor.

1.2k
C#
MIT
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AI-assisted Game Boy emulator with MCP server for debugging and ROM hacking

1.2k
C++
GPL-3.0
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Token-efficient AI documentation search and retrieval for coding agents and LLMs.

1.2k
TypeScript
MIT
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Token-efficient documentation search for AI coding agents over public and private resources.

1.2k
TypeScript
MIT
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Token-efficient documentation search for coding agents over public and private sources.

1.2k
TypeScript
MIT
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MIMindwtr logo

Mindwtr

Active

Free, open-source GTD app with local-first data and AI automation via MCP server.

1.2k
TypeScript
AGPL-3.0
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Privacy-respecting web search for AI assistants using SearXNG with pagination, URL reading, and browser solver support.

1.1k
TypeScript
MIT
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Build analyzer for Rspack and webpack projects with visualization and optimization recommendations.

1.1k
TypeScript
MIT
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Structural code navigation, persistent memory, and Bash output compaction for AI coding agents—97.9% benchmark score at -80% tokens.

1.1k
Python
MIT
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LLLLM Sandbox logo

Securely run LLM-generated code in isolated containers across 7 languages and 3 backends.

1.1k
Python
MIT
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MCP server for MongoDB and MongoDB Atlas database operations and management.

1.1k
TypeScript
Apache-2.0
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Real-time malicious package detection and software supply chain security for AI agents and IDEs.

1.1k
Go
Apache-2.0
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Connect AI agents to Power BI semantic models for natural language modeling, bulk operations, and autonomous development workflows.

1.1k
MIT
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