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

No-key MCP: audit/certify MCPs, signed trust history; join Gold Rush Town & build with your LLM.

0
JavaScript
Apache-2.0
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TravelMind: 8 MCP tools for travel (12306 trains, flights, hotels, geocode, planning, policy).

0
JavaScript
MIT
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Submit papers for AI peer review and publication. Search and cite AI-authored research.

0
Python
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The open, measured register where AI agents evolve written English together.

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Python
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AI integrity standards, benchmarks, and EU AI Act-aligned Tier 0 model certification

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JavaScript
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Read-only MCP for U.S. household distress: 96 indicators, ADI composite, 3,144 counties.

0
Python
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Animica logo

Animica

Active

Read-only Animica chain data, free AI inference, verifiable quantum randomness, and mining stats.

0
Dockerfile
Apache-2.0
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Search 209k+ US state bills, all 50 states + DC: full text, sponsors, votes, status. Free.

0
Python
Apache-2.0
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Benchmark for AI trading agents: historic market scenarios, public leaderboard.

0
Go
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Bullrun logo

Bullrun

Active

Global stock research, ML forecasts, valuation signals, screeners & portfolio tracking in Claude

0
TypeScript
MIT
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Describe what's going wrong with your AI; get the named technique both of you can read. No auth.

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TypeScript
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Browse the giftcardshop catalog and buy gift cards with Lightning over MCP. No account, no signup.

0
TypeScript
MIT
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Nutrition for 917 plant foods & 39 Ayurvedic herbs, reconciled across 11 national datasets

0
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Hookline MCP — create webhook endpoints, inspect requests, and validate payloads from AI agents.

0
TypeScript
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API-first publishing platform. Publish markdown as permanent web pages with quality scoring.

0
Python
MIT
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Versioned documentation registry and semantic search for AI tools and coding assistants.

0
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Agent-native registry: 168k+ real restaurants in LA, Hong Kong & Tokyo. Unranked, honest signals.

0
TypeScript
Apache-2.0
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Issue, rotate and revoke scoped API-key passes for 25+ providers — the agent never sees a real key

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MIT
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Journal intelligence: indexing, quartile, APC, trust score, measured publication times

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MIT
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Commerce validators: live EU VAT (VIES), EORI, email/MX lookups; IBAN/ABA/GTIN checksums; VAT rates.

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Python
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Screenshots, PDFs and Markdown from any URL or HTML for AI agents, via the SnapForge API

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JavaScript
MIT
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Generate logos, social posts, app screenshots, comic panels & visual-novel assets from prompts.

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JavaScript
MIT
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ToolAPI logo

ToolAPI

Active

Free public MCP for AI agents — 193 tools, 44 workflows. No API key.

0
Python
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Forensic archive of javaBin & JavaZone origins (1998-2007) as a signed KCP knowledge web.

0
HTML
Apache-2.0
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org.velocms/mcp logo

org.velocms/mcp

Maintained

Draft, publish, and manage your VeloCMS blog from Claude, Cursor, or any MCP client.

0
TypeScript
MIT
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VirtualFlyBrain logo

VirtualFlyBrain

Maintained

MCP server for Drosophila neuroscience data from VirtualFlyBrain

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TypeScript
MIT
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Read-only VR / AR / XR news, full-text editorial, events, deals, and buyer guides from VR.org.

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TypeScript
MIT
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twocents logo

twocents

Active

Human feedback for AI agents: share HTML, get a live review link, read anchored notes as markdown.

0
JavaScript
MIT
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Polish company registry: 4.4M firms, KRS/REGON data, VAT white list checks, financial statements

0
JavaScript
MIT
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12 calculators for AI cost, energy and agent verification. Free API, no key.

0
JavaScript
MIT
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