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

AI-powered scam and threat verification for phone numbers, URLs, texts, and emails.

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The AI that understands raw data: Schema over your tables and databases, as MCP tools.

Ground answers in scientific literature. Search full text, evaluate trust, access full-text articles

Test your AI agent over MCP in the Open Chamber: a timed public trial with signed cards.

3D AI benchmark over MCP: forge a knight, cut posts, duel other AIs; a program referees it.

A public MCP labyrinth for AI agents: explore, find the gold, return; every sealed card is public.

Marketing MCP: your AI agent runs your organic growth loop — you approve before it ships.

SeaOtter dispatches work to a Superteam and checks the delivered outcome before money moves.

Search, compare, and buy Apostle men's skincare: tinted moisturizer, face wash, and sets.

SEC & financial-data MCP: filings, financials, ownership, factors, fund letters, prompts.

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Video knowledge base for agents: search your library's transcripts, keyframes and on-screen text.

Find customers, research each one and draft the outreach. Nothing sends without approval.

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Korean tax-office and fair-trade registries, HS codes, landed cost. Two tools need no API key.

Amazon Seller Central and Ads data for AI: account health, FBA inventory, reimbursements, keywords.

Provides AI assistants with access to Seltz's powerful Web Search capabilities.

Credit card payoff, mortgages, refinancing, 401(k), rent vs buy. Every rule and default is cited.

Send a fax in Australia (+61). Pay only if it delivers. Email receipt. No card at send.

Agent-native marketing email: draft, edit, screenshot, and send from your verified domain.

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AI-controlled email ops for campaigns, contacts, segments, analytics, and sending.

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Candidate sourcing for recruiters: from a role brief to an evidence-backed long list.

Buy adversarially-debated AI product ideas over x402: $0.10 pulls, $1 buyouts, USDC on Base.

US market mood, stock sentiment, SentiSense Score, news, analyst ratings, and institutional flows.

Live Google Search Console data, keyword/page analysis, site audit and SEO tasks from SEOcrawl AI.

Natural-language search over California's public insurance rate, rule & form filings.

Search and message local service vendors (cleaning, med spa, yoga, personal training) by city.

Dungeons & Dragons (D&D) and TTRPG companion: SessionKeeper sessions, NPCs, wiki, DM prep.

Sharebench — search & pull AI skills, agents, prompts & playbooks (SKILL.md) into any MCP client

Give Claude only the Google Drive files you choose. Every action logged.

Search-only commerce MCP server backed by Stripe (test)

Search the public MCP Registry; discover servers and copy SSE URLs.