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
XHelio-SPICE logo

XHelio-SPICE

Maintained

Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics

0
Python
MIT
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Run Playwright tests and surface structured results for AI agents doing test failure analysis.

0
TypeScript
MIT
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AI text detection and humanization for Claude Code, Cursor, and Windsurf.

0
JavaScript
MIT
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An MCP server that provides tools for fetching, converting, and extracting data from web pages.

0
Python
MIT
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An MCP server that provides document format conversion

0
Python
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An MCP server that provides fast Spotlight file search capabilities for macOS

0
Python
MIT
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An MCP server that provides PDF file conversion

0
Python
MIT
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An MCP server that provides PDF translation service

0
Python
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MCP for ROS 2 monitoring, debugging, and managing nodes, topics, services, and TF2 frames.

0
JavaScript
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K-Work Trust logo

K-Work Trust

Maintained

Korean business record validation and workflow safety gates for AI agents.

0
Python
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Unofficial MCP server for reading and managing Cloudcraft architecture blueprints

0
Python
MIT
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Safe Discord access for reading guild data and optionally managing bot messages

0
TypeScript
MIT
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Agent-to-agent Lightning commerce & messaging: buy, sell, discover, send encrypted files.

0
TypeScript
MIT-0
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Read-only Deputy coverage, workload, timesheet, availability, and staffing signals.

0
TypeScript
MIT
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Aviation accident report parsing and prompt generation service under the SHELL framework.

0
Python
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Player-prop lines, market metadata, and line movement over REST/MCP. 14 sports, CoD projections.

0
MIT
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FX forensic audit MCP. Detects hidden bank markups on cross-border payments. FINTRAC MSB.

0
Python
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Recherche d'offres de stage et d'alternance en France via le réseau iQuesta.com

0
MIT
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Send USPS letters, postcards & certified mail from any agent. No signup; pay-per-piece via Stripe.

0
JavaScript
MIT
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Live LP analytics — Uniswap V2/V3, Balancer, Curve stableswap: PnL, health, slippage, depeg risk.

0
Python
Apache-2.0
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Glyphloop logo

Glyphloop

Maintained

Create loop-perfect ASCII animations and website-ready embeds with an AI agent.

0
TypeScript
MIT
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Software entry prices for 16 categories, with ratings and true 3-year cost. CC BY 4.0

0
TypeScript
MIT
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Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.

0
Python
MIT
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Brazilian public data API for AI agents. BCB, IBGE, CVM, B3, compliance. x402 payments on Base.

0
Go
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Convert web pages or HTML to clean Markdown for LLM context. Local, no external API calls.

0
JavaScript
MIT
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Resolve sourced merchant facts and safe actions before an agent acts.

0
TypeScript
MIT
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DeFi safety checks on Base before you sign: honeypot, owner-power scan, approval risk, Aave health.

0
JavaScript
MIT
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SEC insider trading alerts, Form 4 signals, 8-K events, and company research via EDGAR Alert API.

0
TypeScript
MIT
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Fixes DPI coordinate scaling for Windows desktop automation MCP servers.

0
Python
MIT
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