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

AI job agent that scans 130+ careers pages, scores roles against your resume, and drafts applications—never applies without you.

198
Python
MIT
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AI tools for Canvas LMS: 99 tools for students, educators, and learning designers with FERPA compliance.

198
Python
MIT
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Official TypeScript library for the Telnyx API with MCP server support for AI assistants.

197
TypeScript
MIT
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Control Unity and Godot editors from AI clients with 260+ tools for scenes, scripts, physics, and materials.

196
C#
MIT
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MCP server that retrieves GitHub Copilot customization files from the awesome-copilot repository.

196
C#
MIT
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MIMinerU Open MCP logo

MinerU Open MCP

Maintained

Parse PDFs, images, Office files, and web pages into Markdown using MinerU's VLM+OCR engine via MCP.

196
Python
Apache-2.0
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Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, type.

195
Swift
Apache-2.0
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MEmelta UI logo

melta UI

Active

AI-ready design system MCP: enforce design contracts with tokens, rules, and automated HTML verification.

195
TypeScript
MIT
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SVSvGrid logo

SvGrid

Active

Svelte 5 data grid with AI-native MCP server for accurate code generation and API validation.

194
TypeScript
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Auto-fetch and visualize DMARC email authentication reports in a lightweight dashboard.

193
Go
Apache-2.0
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Live tennis scores, players, rankings, odds and win-probability for ATP, WTA, Challenger, ITF and juniors.

191
TypeScript
MIT
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GO

Access Gmail, Calendar, Drive, Docs, Sheets, Tasks, Meet, and Contacts from Claude — multi-account, OAuth-based, no middleman.

189
TypeScript
Apache-2.0
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Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows that evolve from failures

189
Python
Apache-2.0
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SASandBase logo

SandBase

Maintained

Connect AI agents to 2,000+ models and APIs through MCP without managing API keys.

188
TypeScript
Apache-2.0
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AI-powered reverse engineering, malware analysis, and security auditing via 120 integrated tools

188
Python
MIT
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Reusable prompt templates, multi-step workflow chains, and validation gates for AI coding clients.

186
TypeScript
MIT
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PYPyScrappy logo

PyScrappy

Active

AI-native web scraping toolkit with 22+ tools for structured, LLM-ready data extraction

186
Python
MIT
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TOToleno Network logo

Toleno Network

Maintained

Manage your Toleno mining account from Claude AI using natural language commands.

186
JavaScript
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MCP server for VictoriaMetrics providing API integration and read-only query capabilities for monitoring and observability.

184
Go
Apache-2.0
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MCP server for VictoriaMetrics providing API access and embedded documentation for monitoring and observability tasks.

184
Go
Apache-2.0
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Code graph MCP: 81 languages, 88 frameworks, 72.7% fewer PR-review tokens, comprehension at parity

184
TypeScript
MIT
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MCP bridge connecting Claude to self-hosted OpenClaw AI assistants via OAuth 2.1

183
TypeScript
MIT
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WOWord MCP Live logo

Word MCP Live

Maintained

Live Microsoft Word editing with tracked changes, comments, and 124 tools—edit while documents are open.

183
Python
MIT
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Authenticated email gateway for AI agents — real inboxes, SPF/DKIM verified, human-in-the-loop approval.

182
Go
Apache-2.0
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Self-hosted web research for AI agents—search, crawl, and rerank locally to minimize token usage.

182
Python
MIT
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Fast, self-hosted web search and crawling for AI agents—returns ranked evidence, not full pages.

182
Python
MIT
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Access Yahoo Finance stock data, news, analyst insights, options, and charts through AI assistants.

182
Python
MIT
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Read-only Polymarket research tools for AI agents: profiles, PnL, market scans, no keys required.

182
TypeScript
MIT
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COcom.mux/mcp logo

Official MCP Server for the Mux API—manage video assets, live streams, and playback tokens via AI assistants.

180
TypeScript
Apache-2.0
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Local-first persistent memory for AI coding tools—sync context across Claude, Cursor, VS Code, and more.

180
TypeScript
MIT
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