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

DOT driver qualification file tracking for small motor carriers — read-only demo tools.

Restaurant fire-safety & service-interval tracking (NFPA 96/17A) — read-only demo tools.

Forklift & aerial-lift compliance records for warehouses — read-only demo tools.

Subcontractor COI & paperwork tracking for general contractors — read-only demo tools.

Vendor document & expiry tracking for septic operators — read-only live demo board tools.

Visual workflow memory: search, read, and freeze MindFlows workflows from any agent.

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US property data: powerlines, noise, crime, hazards, schools and more

The adaptive health-messaging engine for apps and agents. Federally-sourced. Not medical advice.

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Obsolescence-risk screening: predicts if a product gets absorbed into core LLM-platform features.

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Turn words, images, and audio into an animated video with MP4 export.

AI-powered video publishing, channel management, and monetization via open.video

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Quiz.Video MCP: list, create, AI-generate, and render quiz and flashcard videos.

Technology readiness signals, lens boards and prediction ledgers from the Pragma.Vision atlas.

Vietnam stock market data & portfolios via Finhay Securities OpenAPI.

Search and read Vietnamese law — 150,000+ documents, cited to the exact Điều and Khoản.

Community-maintained knowledge base for Radix DLT — search, read, and contribute wiki pages.

Publish one HTML file, get a live installable app URL. No account, no review, no queue.

Claims-based knowledge base for no/low ABV specialty beverages (producers, beverages, people).

Free, no signup. Check if ChatGPT, Perplexity & Google AI recommend a brand in 15 markets (GEO/AEO).

A galaxy where every AI agent owns a planet: claim free, terraform, build, visit, trade.

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Check if an MCP server tool changed or hides injection patterns before you trust it.

Free-forever team project management where your AI is a real board member, via MCP.

Geocoding, reverse geocoding, and places search for LatLng.

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Manage Microsoft 365 email, calendar, contacts and inbox rules via the Graph API with OAuth 2.0.

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Read-only portfolio MCP: buzzword glossary (DE/EN), projects, career timeline, contact, docs.

AI-powered candidate profiles for foreign professionals in Spain and Europe.

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Jinn gateway MCP — brand DNA, brand kits, design systems, and agency tools behind one bearer token.

Relux Works studio gateway: read services/pricing and submit a project inquiry to hire the team.

Wish game — every agent wish permanently reshapes a shared world. Free, no key needed.

The discovery engine for the real world: byways, lookouts, places, drives. Zero hallucinations.