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

Apple Health AI Bridge provides read-only local MCP access for Health Bridge for AI.

3
Python
Apache-2.0
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MEMemory OS AI logo

Memory OS AI

Maintained

Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking

3
Python
GPL-3.0
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MCP Server for Rootstock Blockchain

3
TypeScript
MIT
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Security, cost, and health governance proxy for MCP infrastructure

3
TypeScript
MIT
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MCP server for browser automation with AI agent

3
TypeScript
Apache-2.0
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XLxlsx-tools-mcp logo

xlsx-tools-mcp

Maintained

MCP server for accurate, structure-preserving read/write access to Excel (.xlsx) files

3
Python
MIT
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x402station.io: independent risk-signal layer for x402 endpoints before agents pay.

3
JavaScript
MIT
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Control the free edition of DaVinci Resolve 21.1 from Claude through a Lua script inside Resolve.

3
TypeScript
MIT
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Code quality analysis MCP server - detects security issues, deceptive patterns, and placeholders

3
TypeScript
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NONorn logo

Norn

Maintained

Local-first, persistent memory for AI coding agents — remember, recall, forget, and list, over MCP.

3
JavaScript
MIT
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Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness.

3
Python
MIT
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AI control of Android/iOS devices. Screenshots, UI tree, AI vision, Flutter, video. 49 tools.

3
TypeScript
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ECB data for AI agents — rates, yields, inflation, money supply, and 100+ datasets. No API key.

3
TypeScript
MIT
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Drive a stealth-patched Chromium daemon: navigate, screenshot, eval JS, attach over CDP.

3
TypeScript
MIT
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Unofficial Proton Mail MCP — send, read, search & organize email over SMTP and IMAP

3
TypeScript
MIT
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Revit tools over MCP stdio. Actions are enabled by default; REVIT_MCP_READ_ONLY=1 disables them.

3
C#
MIT
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PYpykrx-mcp logo

Korean stock market data (KOSPI/KOSDAQ) with ETF tracking and fundamental analysis

3
Python
MIT
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AIAISOTools logo

AISOTools

Active

Search, compare, and find alternatives across a catalog of 3,000+ AI tools.

3
MIT
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Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.

3
Python
MIT
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PCI DSS v4.0.1 compliance scanner for Go payment services, delivered as an MCP server

3
Go
MIT
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AIAI Readiness Kit logo

Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.

3
Python
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KWKwork logo

Kwork

Active

Account-bound, typed and durable stdio MCP gateway for the Kwork freelance marketplace

3
Python
MIT
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Search, analyze, and evaluate online businesses for sale on Flippa.com marketplace.

3
TypeScript
MIT
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UNUniProt MCP logo

Verifiable, release-aware protein evidence workflows over UniProt and linked scientific sources.

3
Python
Apache-2.0
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Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.

3
Python
MIT
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PageRank-curated code intelligence for coding agents over an indexed source repository.

3
Rust
MIT
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AI security layer: code scanning, PII detection, prompt injection, secrets, CVEs

3
Python
Apache-2.0
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Tells your agent which model to use and what it costs, across 45 providers and local runtimes.

3
TypeScript
MIT
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Add inline, range-anchored comments to Google Docs - the one comment op the Google APIs can't do.

3
JavaScript
MIT
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Agent gateway for Index discovery, AN Score evaluation, and Resolve governed execution

3
Python
MIT
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