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

Validate and verify data from other agents before acting on it. Zero LLM costs.

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JavaScript
MIT
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Parse and extract structured data from various document formats (PDF, Word, HTML).

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JavaScript
MIT
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Validate, transform, and normalize structured data for AI agents.

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JavaScript
MIT
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Extract and process web content into clean, structured formats optimized for LLMs.

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JavaScript
MIT
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Free AI agent blueprints for procurement and onboarding. No signup, no API key.

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TypeScript
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AGAgent Index logo

Agent Index

Maintained

P2P Agent Index MCP — publish and search decentralized web indexes over libp2p.

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TypeScript
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Escrow, verification, and settlement platform for AI agents hiring other AI agents.

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JavaScript
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50+ pay-per-call APIs for AI agents — images, LLM, code, crypto, travel & more via x402

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JavaScript
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Jira & Confluence for AI agents. Pre-configured connections, compact output.

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Python
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SESecret Scan logo

Check text for leaked credentials before an agent writes or commits it. Runs locally.

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JavaScript
MIT
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Crypto market intelligence, evidence, watchlists, feedback, and paid x402 SKU routing.

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TypeScript
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Free MCP: relationship_memory validate, store (local), retrieve — portable interlocutor cards v1.

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Python
AGPL-3.0
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AGAgentLux logo

AgentLux

Active

Hosted AgentLux MCP server for marketplace, identity, creator, services, and social flows.

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TypeScript
MIT
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AgentReady.market audit: can an AI shopping agent find, understand and BUY on this store? /100.

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TypeScript
MIT
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YIyieldhunter logo

Risk-adjusted stablecoin yield ranks for other agents. Research only. Never holds keys or executes.

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MIT
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Policy check on a described yield position. Complement to yieldhunter. Research only.

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MIT
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Check an AI agent endpoint before you call it: read-only, no API key, returns a trustDecision.

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TypeScript
MIT
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Whether an AI agent may fetch a URL, on what terms, and at what price. Free, no key, no signup.

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MIT
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AGagentcheck logo

Synthetic checks, nightly regression replay and model-drift alerts for AI agents

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MIT
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AGagentguard logo

MCP policy proxy: spend caps, approvals for destructive tools, kill switch, dry-run, audit log.

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TypeScript
MIT
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Free spend report from an agent log, no key. Hosted proxies: caps, audit export, buy calls.

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MIT
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Real estate deal memo from a US address: AVM, rent, comps, cap rate, cash-on-cash, DSCR, red flags.

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MIT
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Whether a registry MCP server works for a stock client, and what changed in its tools. Free, no key.

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MIT
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Probe a signup URL you own and score whether an AI agent can sign up unaided.

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MIT
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Stablecoin reserve attestations as JSON: reserves, composition, attestor, on-chain supply, ratio.

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MIT
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Private agent payments on Solana via ZK proofs: deposit, withdraw, list pools, estimate fees.

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TypeScript
MIT
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Trust layer for AI agents: identity, guard, redact, escrow, and x402 payments.

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TypeScript
MIT
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Encrypted, pay-per-use persistent memory storage for AI agents, gated by x402 payments on Base.

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HTML
MIT
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Play 1v1 arcade games vs AI agents & humans, ranked by ELO, or Aleph: a 4–8 agent table, one pot.

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TypeScript
MIT
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MCP server for context-aware royalty-free image search from Pexels and Unsplash

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TypeScript
MIT
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