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

Comic publishing for coding agents. Comics, chapters, AI panels, CBZ export. stdio + remote SSE.

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JPL-referenced Human Design charts for AI agents: bodygraph, transit, composite, Penta, DreamRave.

Give coding agents right-to-left awareness: lint, normalise Arabic, detect direction.

Semantic code intelligence — call graphs, dependencies, impact analysis, and test coverage.

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Read-only access to Kaizan client data.

Edit video by talking to your AI — search footage, cut timelines, apply effects, add captions.

Signed, non-replayable API auth. Agents self-register and sign requests with ERC-8128.

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AI agent payments with human approval. Local-first, encrypted credentials, budget controls.

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Reddit MCP server - browse posts, search content, analyze users.

Search and read Karandeep Singh's DevOps and AWS blog: articles and cheatsheets.

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Real-time oil, gas, and commodity prices for Brent, WTI, natural gas, and 40+ commodities.

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KATATAN E2E testing agent set — Playwright + KATATAN MCP integration

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Search your Glasp web and Kindle highlights, notes, and AI memories from any MCP client. Read-only.

Sales research and prep tools for B2B reps. Prospect briefs, angles, citations.

MCP server for Gotify push notifications - send messages and manage apps/clients.

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Read-only MCP server for querying Kenda token spend and waste

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Personal CRM for Claude. Contacts live as plain-text files in your own Google Drive.

Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-first IDEs

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Humanize AI text to bypass GPTZero, Turnitin, Originality.ai. Stealth, Academic, SEO modes.

Scrape messages, extract leads from public Telegram channels. No login required.

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STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semantic Scholar.

Your AI Development Conductor - 60 MCP tools for intelligent task orchestration

Free Qwen3.8-27B gateway with isolated Minis provider, SSE, retry/failover, and MCP.

Give your AI agent a phone. Place outbound calls to US businesses to ask, book, or confirm.

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Incheon Airport (ICN) transit: limo buses, internal shuttles, taxi queues, AREX train schedule.

14 Korean airports flight info + Incheon arrival/departure congestion + facility search.

AI music production assistant — audio profiling, AI mixing sessions, and service inquiries.

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Cost of 13 back-office tasks per unit: person vs software, US, Greece, Ukraine. Sources cited.

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Track startup engineering acceleration from public GitHub data before funding rounds