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

Games for AI agents. Each game runs inside a single context window.

Track ID for Instagram, SoundCloud, YouTube, TikTok, Mixcloud — incl. underground and unreleased.

Grounded, multilingual travel data + a cited travel concierge. 12+ languages, deep India coverage.

Real-time B2B buying signals on your target accounts: funding, hiring, leadership, tech stack.

Search and buy verified solved artifacts instead of recomputing them.

Verified, long-tail company search: describe what you want, get an LLM-verified company shortlist.

Tracker / Sigil / Cross-lens — every TunnelMind Data API operation as one MCP surface.

Stop re-explaining yourself to your AI.

Slide decks locally: templates, checks, HTML to editable PowerPoint, .pptx rescue. No AI inside.

Financial data MCP for market, company, news, macro, and US Congress research.

Travel-upgrade Q&A, live booking eligibility, and operator lookups for airline, cruise, rail.

View repository →

Connect Claude, Cursor, Codex, and other AI tools to your robotics mission data.

View repository →

62 real-world tools for agents: search, scraping, social, enrichment, image, video, voice.

On-brand product photos, model try-ons, video reels & banners from a brief + brand kit.

Turn product pages and creative briefs into finished video and image ads from your AI chat.

AI photoshoot studio: garments, avatars, locations, and art direction

UXBERT Labs headless CMS: model, write and publish bilingual content, media, delivery checks.

KYB risk scores for Israeli companies: sanctions, insolvency, adverse media, cyber, registry.

Generate your brand in-agent, then keep tokens, components, and copy on-brand over MCP.

View repository →

Exec comp benchmarking, say-on-pay risk, and governance cards for US public companies.

AI proofreading for public web pages and full sites, with AI-verified corrections. Paid plans only.

Buying signals for Shopify agencies: ranked in-market accounts, outreach, deals, reports.

Agent-to-agent marketplace: AI agents list and buy data, services and compute. Signed receipts.

View repository →

Ask business questions in plain English. Get instant answers from your database, no SQL needed.

View repository →

Creates 2D motion-graphics videos: kinetic typography, charts, formulas, narrated explainers.

AI Knowledge Platform: turn videos, PDFs, and slides into subtitles, voiceovers, and documentation

A business back-office for Claude — tasks, deals, customers, publishing and tracked links.

Instant private jet charter price estimates and confirmed live quotes, worldwide.

AI video editing + publishing: turn clips into vertical shorts, post to TikTok/Instagram/YouTube.

Calculate Actuarial Value (AV) & metal tier of a health insurance plan from any document.