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

MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)

1
TypeScript
MIT
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Personal context for AI, written by you and never scraped: your profile and files, any MCP client.

1
Shell
MIT
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Point-in-time, survivorship-free SEC EDGAR fundamentals + smart-money signals for AI agents.

1
Python
Apache-2.0
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Stock verdicts, trend stage, P&F, breadth, macro regime, SEC filings. Free key: api.vanoe.ai/signup

1
Python
MIT
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Turn a GitHub repo or docs site into agent-ready context: pack it or search it, over MCP.

1
TypeScript
MIT
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Read any web page as clean Markdown for AI agents: fetch, search, metadata, links. SSRF-safe.

1
TypeScript
MIT
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VAVantio Gate logo

Vantio Gate — Policy Latch dry-run evaluate for agents. No live enforce from MCP.

1
JavaScript
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Vantio Optics — read-only Sight Loop observe for agents. Proofs, hosts, upgrade path.

1
JavaScript
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QUQuorel logo

Quorel

Active

Turn any public website into a clean, versioned, queryable API — with native MCP support.

1
MIT
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Official MCP server: EU VAT validation via VIES, plus offline rates and format checks.

1
TypeScript
MIT
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Runtime behavioral trust scoring for MCP servers. Check reliability before calling unknown tools.

1
JavaScript
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UK company data: profiles, iXBRL financials, directors, PSC chains, ECCTA. Hosted, no key.

1
TypeScript
MIT
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Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.

1
TypeScript
Apache-2.0
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On-device, self-organizing memory for AI coding agents — recalls the right facts into each prompt.

1
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VEVerdoc logo

Verdoc

Active

Deterministic AGENTS.md and repo analysis for coding agents, paid per call in USDC over x402.

1
JavaScript
MIT
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VEVerifyAX logo

VerifyAX

Active

Evaluate, benchmark, and simulate AI agents on the VerifyAX agent-evaluation platform.

1
TypeScript
Apache-2.0
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MCMCP Pirsch logo

Pirsch Analytics with natural language queries and trend analysis

1
TypeScript
MIT
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MCP server for the VesselAPI — maritime vessel tracking, port events, emissions, and navigation data

1
TypeScript
MIT
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ONOnboard logo

Onboard

Active

Your AI copilot for customer onboarding — projects, KPIs, tasks, and safe writes.

1
MIT
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Simulated people test your pages, copy and sign-up flows, and say why they would leave.

1
MIT
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FLFlyan logo

Flyan

Active

Search Ryanair flights from your AI agent. Unofficial.

1
Python
MIT
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Behavioral verification intelligence for AI coding agents. 17 MCP tools. Local-first. MIT.

1
TypeScript
MIT
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Identity certificates, public registry, and wishing well for AI agents — x402 micropayments on Base

1
JavaScript
Apache-2.0
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See a color or image as a colorblind person does; recolor images and make Ishihara plates.

1
HTML
MIT
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Check if a palette or image is colorblind-safe, generate safe palettes, check WCAG contrast.

1
HTML
MIT
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DEDevloop logo

Devloop

Active

Browser + dev-server logs on one correlated timeline, for Claude Code and AI agents.

1
TypeScript
MIT
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Author FURLOW Discord bot YAML: validate specs, list actions/events/builtins, scaffold bots.

1
TypeScript
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Security-first web access. Sanitizes pages, blocks injection, redacts PII. Now with PDF/JSON/SVG.

1
TypeScript
MIT
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COCookidoo MCP logo

Create, translate, and plan Cookidoo recipes with guided Thermomix actions and shopping lists.

1
HTML
Apache-2.0
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Dependency graph and blast-radius analysis for local TypeScript/JavaScript repos.

1
TypeScript
MIT
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