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
YOYourMemory logo

Persistent, self-improving memory for AI agents with biological decay and consolidation—your AI remembers across sessions.

263
Python
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GEGeoLens logo

GeoLens

Active

Self-hosted spatial catalog with read-only MCP access: search datasets, preview features, run sandboxed SQL queries.

262
Python
Apache-2.0
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Arbitrage detection and paper trading for prediction markets on Kalshi and Polymarket.

258
Python
Apache-2.0
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QVQVeris logo

QVeris

Active

Discover, inspect, and call 10,000+ external tools with usage audits and credit settlement.

255
JavaScript
MIT
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AI-powered Power BI Desktop editor—query models, create measures, and optimize performance through natural language.

255
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Publish videos to TikTok, Instagram Reels, YouTube Shorts, X, and Facebook through AI agents.

255
JavaScript
MIT
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SQsquirrelscan logo

Website QA tool for coding agents: audit SEO, performance, security, accessibility with 273 rules and exact fixes over MCP.

254
TypeScript
MIT
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Quality-scored Google search, webpage extraction, and deep research for AI agents.

252
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Manage MikroTik routers via AI: firewall, NAT, routing, DHCP, DNS, WireGuard, and more through natural language.

251
Python
MIT
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Visualize in-memory buffers during GDB/LLDB debugging sessions with an MCP server for AI agents.

249
C++
MIT
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Turn your AI coding IDE into a design engineer with design systems, UI principles, and accessibility review.

249
TypeScript
MIT
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Extract frames and transcripts from any social video for AI agents to analyze and build from.

248
Shell
MIT
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Access real-time and historical price feeds for 500+ crypto, equities, FX, and commodities assets via Pyth.

246
TypeScript
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Script flawless coding demonstrations and present slides seamlessly within VS Code.

245
TypeScript
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Persistent, consensus-validated institutional memory for AI agents with Byzantine-resilient infrastructure.

244
Go
Apache-2.0
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CLClippy logo

Clippy

Active

Copy AI-generated content to macOS clipboard instantly—emails, code, text, and files.

244
Go
MIT
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GFgflow-cli logo

gflow-cli

Active

CLI and MCP server to drive Google Veo video and Imagen image generation from your terminal or agent.

243
Python
MIT
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Run code snippets in 40+ programming languages directly from Claude or Cursor.

243
TypeScript
MIT
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Connect your Actual Budget to Claude—query accounts, transactions, and spending insights with natural language.

241
TypeScript
MIT
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Payment layer for AI agents. Call thousands of paid APIs on Solana and Base with automatic x402 settlement.

240
TypeScript
MIT
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Local-first, open memory for AI agents—learn once, remember everywhere across Claude, Cursor, and other tools.

240
TypeScript
Apache-2.0
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Analyze T-SQL scripts for design, naming, and performance issues with 140+ static code analysis rules.

239
C#
MIT
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Web, academic, and code search with graph RAG and data lineage—no API key required.

239
TypeScript
MIT
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Persistent memory for AI agents using spreading activation — no vector DB, no API calls, fully offline.

237
Python
MIT
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VEVexor logo

Vexor

Active

Semantic search engine for files and code with configurable embeddings and reranking.

237
Python
MIT
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Claude Code plugin + MCP server for ComfyUI: generate images, author workflows, manage models in natural language.

235
TypeScript
MIT
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GA4 MCP server for AI agents: real-time query exploration, schema discovery, and metric aggregation.

235
Python
MIT
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AI-powered browser automation with CodeAgent architecture—write Python to navigate, click, type, and extract data.

234
Python
MIT
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UIUI Beats logo

UI Beats

Maintained

Search, read, and install animated React components from UI Beats directly in your coding agent.

233
TypeScript
MIT
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Semantic search over 22M Taiwan court judgments with citation verification and appeal-chain tracking.

232
Python
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