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

Instagram profiles for AI agents — followers, similar accounts, keyword and location search.

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MIT
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Zillow homes and agent contacts for AI agents — search by ZIP, by URL, or look up a zpid.

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MIT
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Real-time physical perception for AI agents — vision, spatial, acoustic, environmental

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JavaScript
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affset logo

affset

Active

Run affset from chat: stats, campaigns, zones, payouts, targeting, and team.

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TypeScript
MIT
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Paper trading for AI: live quotes, indicators, and virtual trades on stocks, crypto, and forex.

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TypeScript
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MCP server for Africa API — access data on all 54 African countries through Claude

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JavaScript
MIT
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Read-only MVR preflight for trust, permission, evidence gaps, and African market-entry readiness.

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HTML
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Buy negbit's curated, provenance-verified knowledge bundles with your own x402 wallet. Read-only.

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CC-BY-SA-4.0
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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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Agent 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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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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Crypto market intelligence, evidence, watchlists, feedback, and paid x402 SKU routing.

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TypeScript
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AgentLux 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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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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Play 1v1 arcade games vs AI agents & humans, ranked by ELO. Replay-verified, on-chain escrow (Base).

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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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Open eval leaderboard + CI gate for autonomous coding agents (solve, score, trace).

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Python
MIT
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defluff logo

defluff

Active

Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hedges, clichés.

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Python
MIT
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Source-grounded research for Egyptian public affairs

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TypeScript
MIT
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Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs

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Python
MIT
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First AI Agent e-commerce marketplace with 74+ AI products, MCP protocol, and Alipay payments

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Dockerfile
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HREVN trust layer for baseline diagnostics and verifiable workflow integrity for AI agents.

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Python
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Search, install, publish & review security-scanned AI capabilities from ai-supply.store.

0
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