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.

37,330 MCP servers
YTYTDL RMCP logo

YTDL RMCP

Active

yt-dlp search, download, metadata, delivery, and Plex workflows over MCP and CLI.

2
Rust
AGPL-3.0
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SYSynapse RMCP logo

Host, Docker, Compose, SSH, logs, ZFS, and file operations over MCP and CLI.

2
Rust
AGPL-3.0
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SYSynapse RMCP logo

Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe file operations.

2
Rust
AGPL-3.0
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UNUniFi RMCP logo

Rust MCP server and CLI for UniFi Network controller operations.

2
Rust
AGPL-3.0
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YTYTDL RMCP logo

YTDL RMCP

Active

Rust MCP server and CLI for yt-dlp search, downloads, metadata, transfers, and Plex playlists.

2
Rust
AGPL-3.0
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FEFeatureBoard logo

Local-first project board MCP: an AI agent plans, works, verifies, and ships tickets from markdown.

2
JavaScript
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FLFlowCastle logo

Build, edit, and deploy Telegram bots on FlowCastle's hosted visual flow platform.

2
Dockerfile
MIT
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Run AI market research: synthetic customer panels for concept testing, message testing, segments.

2
JavaScript
MIT
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DNS and email security: check SPF, DKIM, DMARC, DNSSEC, DANE and build the records. 45 tools.

2
TypeScript
MIT
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Live web search and clean-markdown page fetch over the Keenable web index.

2
JavaScript
MIT
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Query your customer feedback: studies, themes, suggestions, tags, and sentiment trends.

2
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MAMagnemo logo

Magnemo

Active

Governed memory for AI agents. Memory with receipts. Local, plain files, zero network calls.

2
Python
Apache-2.0
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SQSquad logo

Squad

Active

Decision intelligence for product teams. Turn scattered feedback into signal you can act on.

2
TypeScript
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Agent reasoning, memory, and token-optimized context for AI applications.

2
Kotlin
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Generate authentic pixel art - sprites, animations, and tilesets - from any MCP client

2
MIT
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AIai.rolli/mcp logo

Social media search, expert discovery, and analytics across X, Reddit, YouTube, and more

2
TypeScript
MIT
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AIai.shumi/mcp logo

Crypto market intelligence: prices, funding rates, narratives, regime, and delta-neutral research.

2
JavaScript
MIT
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This MCP server enables users to perform scientific computations regarding linear algebra and vect…

2
Python
MIT
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Analyze images and videos with Gemini to get fast, reliable visual insights. Handle content from U…

2
TypeScript
MIT
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CodeRide eliminates the context reset cycle once and for all. Through MCP integration, it seamless…

2
TypeScript
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Provide real-time data querying and visualization by integrating Tako with your agents. Generate o…

2
TypeScript
MIT
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Access Korea’s G2B procurement and Nara Market data for bid notices, awards, contracts, statistics…

2
Python
Apache-2.0
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Kickstart development with a customizable TypeScript template featuring sample tools for greeting,…

2
TypeScript
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Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime DinCoder brings the…

2
TypeScript
MIT
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Manage your family's calendars and lists in Cozi. View, create, and update appointments; organize…

2
TypeScript
MIT
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Same functionality, consuming only 1/20 of the context window tokens.

2
TypeScript
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Search your Obsidian vault to quickly find notes by title or keyword, summarize related content, a…

2
TypeScript
ISC
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Non-custodial Solana swap & limit order engine for AI agents.

2
JavaScript
MIT
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PAPanel Review logo

Guardian agent for AI coding: four frontier models review risky diffs and commits before they ship.

2
JavaScript
MIT
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Detect grooming, bullying, fraud, and 16+ online threats across text, voice, image, and video.

2
TypeScript
MIT
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