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

Qualitative research platform. Design studies, analyze interviews, and generate insights.

AI user research via studies, interviews, recruitment, reports, and quantitative surveys.

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Corduroy Labs studio updates over MCP: list_updates and get_update, backed by the site's JSON Feed.

Access your Cosmonote audio notes, transcriptions, summaries, and action items.

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Headless API-first double-entry accounting & bookkeeping engine. 84 MCP tools over HTTP.

Search Australian lender credit policies, compare lenders and pre-vet deals, with citations.

Check who your agent is about to pay over x402: real service, relayer, treasury, or buyer.

Turn footage into finished video: content-aware reframing, captions behind the subject, graphics.

Custom domains for SaaS and AI agents: search, register, connect DNS, and issue HTTPS over MCP.

246 tools to run sales, marketing & hiring: CRM, leads, AI calling, content, recruiting & SEO.

Search and enrich B2B people & companies — 70+ filters (funding, linkedin, industry, country, ...).

B2B data enrichment for 375M+ companies: legal entities, corporate hierarchies, and contacts.

AI deal pipeline for IT freelancers in DACH: analyze, list and manage project inquiries.

Append-only decisions with provenance, supersession, retrieval, and audited MCP actions.

AI Accountant for Quickbooks- recording, reconcile, month-end close

AI influencer search on TikTok, Instagram, YouTube. Deinai MCP token required; credits per result.

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SKILL-02 (not SKILL-01): AI influencer search on TikTok, Instagram & YouTube. sk_live_ token.

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Create AWS cost estimates and shareable AWS Pricing Calculator URLs.

Sales-agent MCP for Demand Discovery AI. Validate startup ideas with behavioral signals.

Guides for making interactive videos & AI product demos that answer viewers' questions.

Buy a managed AI phone agent for a business, paid keylessly via x402/RLUSD on the XRP Ledger.

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HPC lease economics, datacenter power, debt linkage, and political risk for miners and neoclouds.

Rust MCP server and CLI for Unraid GraphQL, NAS, Docker, VM, and storage workflows.

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Journal-formatted PDFs for 18,000+ journals, real DOI citations, posters & slide decks.

Generate, search, and manage codebase documentation on DocuWriter.ai. 72 tools incl. Autopilot.

Privacy-first work tracking with summaries, reports, coaching, and AI-ready long-term memory.

Build zero-shot video models for object detection, and category and attribute classification.

Crypto market microstructure, options, and on-chain metrics. Free discovery; $0.05/call via x402.

Drone-sector market intelligence for AI agents: free briefings and profiles, licenced tracker data.

Read-only MCP access to DSGHT.ai published foresight and country-grounded claim resolution.

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