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

Design experiments and make predictions for materials & chemicals properties in your local agent

Psychological text analysis: tone, emotions, communication style, multilingual replies.

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Enrich first-party lists with live intent, activity, and inbox signals for marketing and outreach.

Your InterMIND meetings, recaps, transcripts, channels and documents, from your assistant.

Query InterviewFlowAI candidate and interview data from MCP-compatible AI assistants.

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Fixed-price Microsoft Intune and Windows 365 setup for small businesses: tiers, scope, FAQ, facts.

Investment sentiment, predictions, and analyst track records for stocks and crypto

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Invoicing you drive by talking to your AI: log time, raise invoices and track what's owed via MCP.

Invoices and other financial documents to rows: upload, say what to extract, read the rows.

Review businesses, catalogs, plan limits and aggregate billing operations without customer records.

Search books and authors across Open Library, the Internet Archive open catalog.

Latest and historical ECB foreign-exchange reference rates for 30+ currencies, via Frankfurter.

Search, inspect and invoke every public tool on Invokera through one MCP connection.

Live health and AI-readable metadata of invokera.com. Demo of an Invokera-hosted MCP server.

Postal code lookup with place names and coordinates for 60+ countries. Via Zippopotam.us.

Public holidays for 100+ countries — by year, or the next ones coming up. Via Nager.Date.

Current time in any IANA time zone, plus the full time-zone list. Via timeapi.io.

Self-hosted architecture model that agents read layer by layer, search, build and correct.

Free IP risk and geolocation lookup: proxy, VPN and datacenter detection. No API key.

IPO calendar, SEC filings, deal terms, and IPO news research via the IPOGrid MCP server.

LinkedIn outreach, commenting, scheduling, and data via Claude and human approval gates.

Hire evidence-verified home-service contractors. Confirmed-job reviews only; rank is never buyable.

Render pages to images and PDFs, audit websites, explain Peppol rules, run integration test rigs.

Sport fishing in Brazil: species, spots, tides, lures and gear with today's prices (pt-BR).

Check if an AI model is deprecated, retiring, or silently changed price or context window.

Generate and validate SEPA ISO 20022 XML (pain.001, pain.008) and SWIFT MT103 payment messages.

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Ce qu'une IA lit des sites web français : note, axes, secteur, questions sans réponse.

Ask your security cameras anything and set up alert rules in a sentence. Built into Agent DVR.

Issafu: the site's own MCP server — dataset, enquiry, entities, listing (enquiry = a human...

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AI-powered data integration platform. Onboard users and run DPF data workflows.