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.

23,114 MCP servers

Deterministic release gate for AI-written code and coding agents.

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MCP server for Backlog API integration with AI agents.

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MCP server for Redmine API integration with AI agents.

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AI-powered media & entertainment intelligence — research, briefs, and market data.

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Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.

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AI seller verification and policy risk analysis for any online store.

Pull TestFlight screenshot feedback from App Store Connect into AI coding agents.

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Discover travel brand collab opportunities for content creators via CollabsMap.

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Minimal Go MCP Server for high-performance context bridging

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DeFi MCP fleet: oracle, security audit, treasury yield, QA attestation, and compute tools on Base.

Cookie consent scanner: GDPR, CCPA, GCMv2. PASS/FAIL compliance checklists with fix recommendations.

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An MCP server that created for demo

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Query your brand's AI visibility across ChatGPT, Claude, Perplexity, and Gemini.

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AI agent gateway with web fetching, data extraction, crypto pricing, and x402 payments

DealHub MCP server for admins. Manage versions and users with 7 tools via Claude AI agents.

Technical SEO and AI-answer-readiness audit. Keyless; the metered tool refuses to spend silently.

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Evidra — Flight recorder for AI infrastructure agents

Figma MCP server with full read/write access via plugin — no API token, no rate limits. 73 tools.

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MCP server for Site Spy — lets AI agents monitor websites for changes

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MCP server for fast Android device interaction with scrcpy acceleration (~50ms latency).

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MCP server for fast Android screenshots via scrcpy frame buffer (~50ms latency).

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Plan, track, and learn from software projects — three MCP tools for the AI agent lifecycle.

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Remote MCP server that returns sentiment analysis results from SentinelScan API.

84 tools: open censorship observatory — incidents, forecasts, accessibility, agent messaging.

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USDC-backed agent payments. Transfer, escrow, x402 paywall, streams, subs. 28 tools.

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Volatility, SRISK, CRISK, liquidity and climate data from NYU Stern's V-Lab, with model forecasts.

Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semantic search.

MCP server for Ansys engineering simulations — CFD, FEA, meshing, and post-processing. 24 tools.

AI-powered diagrams, mind maps, flowcharts on a free unlimited collaborative whiteboard

Read, build, fit, and run Monte Carlo risk models in Excel through Vose Software's ModelRisk.