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
FAFailTrace logo

FailTrace

Active

Debugging experiments for coding agents: reproduce failures and verify fixes with test evidence.

0
TypeScript
MIT
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DEDesignesy logo

Designesy

Active

Score any URL against a real design contract — 42 checks, A-F grade, token + motion validation.

0
TypeScript
MIT
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Owner and APN lookup across 171 verified US county parcel ArcGIS endpoints. No API key needed.

0
JavaScript
MIT
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Real-time Korean corporate disclosure (DART) events. Pay per call in USDC via x402. No API key.

0
Python
MIT
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LLLLM Pulse logo

LLM Pulse

Maintained

AI visibility analytics for brand mentions, citations, sentiment, and GEO reports

0
JavaScript
MIT
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FRFrenchie logo

Frenchie

Maintained

OCR, transcription, file extraction, and image generation for AI agents via MCP.

0
TypeScript
MIT
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Zero-model recall over your docs: the section that answers a question, in about a millisecond.

0
TypeScript
MIT
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Epistemic guard for AI coding: tracks uncertain values and blocks writes until verified.

0
Python
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Agentic testing: HyperExecute jobs, test failure triage, SmartUI visual diffs, a11y audits

0
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AEO scoring, llms.txt audit, and agent-readiness checks for AI agents.

0
TypeScript
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RERefinery MCP logo

Clean raw HTML into LLM-ready text before agents spend tokens.

0
JavaScript
MIT
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One-cent x402 and MCP readiness checks plus fixed-price marketplace launch packs.

0
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Five-to-twelve-cent source-attributed public URL and domain result packs for AI agents.

0
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One-to-three-cent spend routing, lead research, token-risk, and agent-tool comparison preflights.

0
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Extract structured pricing tiers and addons from any SaaS pricing page URL. Built for AI agents.

0
Python
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Offline PDF and text tools: merge, extract pages, inspect, clean text. No upload, no API key.

0
JavaScript
MIT
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Find AI model pricing, estimate token costs and compare offers. No API key required.

0
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MCP server for LeadDelta — manage LinkedIn connections and CRM data via AI assistants.

0
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LELeadFoxConnect logo

LeadFoxConnect

Maintained

Marketo MCP server for AI. 130 tools to operate Marketo from Claude, Cursor, or ChatGPT.

0
MIT
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Ed25519-signed market open/close receipts for NYSE, NASDAQ, LSE, JPX, Euronext, HKEX, and SGX.

0
TypeScript
MIT
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Ed25519-signed market-state receipts for 28 exchanges. Fail-closed pre-trade gate.

0
TypeScript
MIT
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Read-only macOS disk analysis with bounded scans, size queries, and extension breakdowns.

0
Swift
GPL-3.0
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鸿蒙 HAP 签名部署 MCP:面向鸿蒙应用开发者,真机调试一键签装,也走华为邀测/上架。中性工具+可订阅源,本地 stdio。

0
JavaScript
MIT
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Who peers with whom, where they meet, and who an address range belongs to. PeeringDB and RDAP.

0
Python
MIT
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COCompass logo

Compass

Maintained

Ground your LLM in EU financial, crypto and AI regulation, verbatim and cited, via Compass.

0
JavaScript
MIT
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LILienDeadline logo

US mechanics lien and preliminary notice deadlines for construction suppliers, with statute sources.

0
JavaScript
MIT
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AKAKD VaultPDF logo

On-device PDF, resume and CSV tools. Files never leave your machine. Refuses rather than guessing.

0
JavaScript
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AI-agent invoice generator: PDF, JSON & UBL in 11 languages via the Invovate API.

0
JavaScript
MIT
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NONovence logo

Novence

Active

Hosted MCP for creating, checking, deploying, and hosting static sites for AI agents.

0
MIT
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Curated read-only Matomo Analytics tools: traffic, pages, referrers, e-commerce, real-time & more.

0
Rust
MIT
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