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

Find the repo to build from: search 100k+ repos by base-fitness, clone free or buy over x402.

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Official GitLab MCP Server

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Search, order, and manage eSIM data packages for 190+ countries.

On-demand GPU nodes for agents: create nodes, run commands, and submit jobs, billed by the minute.

Amazon marketplace data for products, offers, reviews, sellers, search, categories, and deals.

Fashion product discovery and virtual try-on via the Glance catalog

Connect AI agents to GlassFrog: roles, skills, notes, tensions, and governance.

Search 13.7M+ USPTO trademarks. Clearance, phonetic matching, TTAB stats, analytics.

MCP server for the LinkedIn Marketing API — campaigns, analytics, creatives.

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Persistent AI capability reservoir for charging, storing, drawing, and reusing authorized AI work.

Search expert emerging-markets research on economics, politics, policy and sovereign risk.

7 day surf forecasts (wave, wind, period) for any coordinate or named surf spot.

AI-native git hosting — repos, PRs, issues, CI gates, and AI code review over MCP (60 tools).

Ship models, build logs, tutorials, galleries, public URLs, and contextual content search.

Scrape Google Maps business leads, reviews, and photos via hosted Remote MCP.

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AI chatbot that turns conversations into typed records. Create Gnosaris, set fields, read the data.

Persistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.

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AI image generation: characters, products, posters and edits, saved to your gallery.

Manage GoCardless payments, mandates, subscriptions, refunds and payouts via AI assistants.

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Game prices across verified stores, with price history and a buy-now-or-wait verdict.

Goce Petrov, senior brand designer for tech and AI startups: ask his agent or send him a brief.

Verbatim California Title 24 and local zoning code lookup by section number, with citations.

Search and analyze 50,000+ hours of business podcast transcripts, entities, and speakers.

People-enrich: work email + phone, company & domain enrichment. Pay-per-call USDC, no key.

247 LLMs + image/video/voice/music gen + crypto/DeFi/markets/web-search. Pay-per-call USDC, no key.

Live prediction markets: Polymarket + Kalshi prices, odds, order books. Pay-per-call USDC, no key.

The checkout your AI runs — bumps, upsells, subscriptions, tax and affiliates on your own Stripe.

Free health AI: drug interaction checks, medicine facts and health questions in 90+ languages

Field evidence for coding agents: what AI builders shipped, broke, and fixed. Dated, source-linked.

Access-posture reports for agent data sourcing: robots, bot wall, licensing. Paid per call via x402.