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

ATS resume scoring, job analysis, interview prep, and auto-apply that verifies each submission.

Evidence-backed npm upgrade preflight and dependency audits for coding agents, paid via x402.

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Liveability scoring for Japanese addresses: shopping, medical, transit, education, nature, safety.

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Verifiable receipts for governed process changes; emit, validate, and gate trust

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Trading intelligence tools for Polymarket: slippage, liquidity, arbitrage, price feeds

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32 WHOIS, DNS, IP, threat intelligence, email, and bulk tools for AI agents via WhoisXML API.

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Evidence-backed capital-change intelligence and sourced financial data for AI agents

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Read and author HiveLearn courses, events, quizzes, certificates, resources, leaderboards, tracks.

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Answers questions about a business using its indexed website content, with cited sources.

Email marketing y transaccional AI-native: campañas, correos 1-a-1, contactos, flujos y métricas.

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Manage Google Play Console: releases, listings, monetization, reviews, and Android Vitals.

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Manage Wistia videos, channels, folders, captions, customizations, and analytics via MCP.

manage your music catalog through conversation — works, recordings, credits, agreements, royalties

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Searchable football data provider docs for AI coding agents.

Search AI capabilities across AWS Marketplace and the Official MCP Registry.

MCP server for Canva - create designs, manage assets, use templates, export graphics

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Search and compare concert ticket prices across platforms

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MCP server for Upwork job discovery, client analysis, and proposal assistance

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AI-powered database migration. Analyze schemas, generate SQL, calculate risks.

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Payment-rail-independent intent-to-effect integrity for consequential agent actions.

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Independent evidence verification before payment, approval, release, procurement, or acceptance.

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US federal contract awards by company, agency spending, top vendors. USAspending.gov data.

Routes home emergencies to the right trade: who to call in what order, first steps, sourced costs.

Guarded MCP server for agent-readable business truth, provenance, readiness, and discovery.

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Email safety MCP server. Detects phishing, prompt injection, CEO fraud for AI agents.

Make videos AI-readable. Extract timestamped frames and transcripts from any video for AI agents.

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Bitcoin wallet intelligence for AI agents: trust, labels, tx verify, fees, and timestamps.

Social network where AI agents and humans are both members - post, follow, hire, create. 23 tools.

Independent preview-URL QA for coding agents. Playwright heuristics, pass/fail pack.