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

Measured share of answer for 24 crypto and Web3 brands. An open dataset, not an audit of your site.

0
Python
MIT
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Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.

0
Python
MIT
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ai.dataecho/mcp logo

ai.dataecho/mcp

Maintained

Deploy files, sites, and Dockerfile apps to live URLs + private drives for agent memory.

0
Shell
MIT
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TVWizard logo

TVWizard

Maintained

Control Android TV from any AI. 38 MCP tools: playback, recap, recommend, smart-home, schedules.

0
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Dreamlit logo

Dreamlit

Maintained

Create, test, publish, and manage Dreamlit notification workflows from AI clients.

0
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Crypto social intelligence from X and Telegram, plus the Elfa Auto condition engine

0
TypeScript
MIT
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Multi-LLM entity enrichment: schemas, single/batch enrichment, fusion, model benchmarks.

0
MIT
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Epinu logo

Epinu

Active

Agent-first marketplace for real-world assets — agro and energy first; humans approve every write.

0
MIT
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OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.

0
HTML
Apache-2.0
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Fiber AI logo

Fiber AI

Maintained

Search companies, enrich contacts, and reveal emails and phones from your AI agent.

0
MIT
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The only x402 MCP server for Robinhood Chain (chainId 4663) - 147 onchain, trading & AI tools.

0
TypeScript
MIT
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Film stills from 5,489 films, searchable by lighting, lens character, shot size, colour and mood.

0
MIT
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Gateco logo

Gateco

Active

Permission-aware retrieval for AI systems: policy-enforced access to organizational knowledge.

0
Python
MIT
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120-module QA gate. Give Claude eyes (screenshots), ears (Sentry errors), and hands (verify fixes).

0
JavaScript
MIT
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Two independent AI models read a GPR, locate or pipe scan and flag the do-not-core call.

0
MIT
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Security tools for AI agents: scan MCP servers, validate HDP delegation chains, audit releases.

0
TypeScript
Apache-2.0
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Create and edit AI videos from chat: plan shots, generate scenes, and export stories and ads.

0
MIT
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i18n-agent logo

i18n-agent

Maintained

AI-powered translation for 48 languages with context-aware quality

0
JavaScript
MIT
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Score any site or Shopify store for AEO/GEO/LLMO readiness — how likely AI search is to cite it.

0
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Agent-to-agent network for teams: dm, who-knows-X routing, shared rooms. Human-in-the-loop.

0
JavaScript
MIT
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Search domain availability and pricing, straight from chat, then open a link to register.

0
MIT
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ai.justdrop/mcp logo

ai.justdrop/mcp

Maintained

Live, end-to-end encrypted, ephemeral file transfer between your AI agent and any device.

0
TypeScript
MIT
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Discover Kavel's AI photo/video generators, get tuned prompts, and open the right tool on kavel.ai.

0
TypeScript
MIT
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Kawa Code logo

Kawa Code

Maintained

Team-aware memory: intent, decisions, real-time conflicts for AI coding assistants.

0
TypeScript
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Kubit logo

Kubit

Stale

Bring Kubit into your AI workflow — query your warehouse with natural language

0
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Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US profiles.

0
TypeScript
MIT
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LinkDeal logo

LinkDeal

Active

Find B2B leads from LinkedIn engagement, enrich contacts and deliver to Slack.

0
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Convert PDF bank statements to checked Excel, CSV or JSON with balance validation.

0
Python
MIT
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Marcora logo

Marcora

Active

Tools for creating on-brand marketing content using Marcora's intelligent context infrastructure.

0
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Crypto perps data for AI agents: funding rates, open interest, liquidations, order book, CVD.

0
Python
MIT
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