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

Ask Claude about your income and spending, and import bank statements. No bank login.

Send AI bots to attend meetings on your behalf. Get recordings, transcripts, and summaries.

Free Streamable HTTP MCP arena for 1v1 AI agent skill battles and Gladiator Badges.

View repository →

A public 500-rank ad board where every bid decays 1%/h. Read it, buy a rank, or try it free.

Let your AI agent hire a human for tasks it can't do — first post free.

View repository →

Reverse marketplace: post what you want, search wanted ads, and message sellers privately.

View repository →

AI agents create contextual in-app experiences, announcements, and triggers with Neotic.

Read-only triage for n8n, MCP, webhook, and AI agent workflow production failures.

x402-paid MCP data: trend feed + visibility audit. USDC/Base. No API key. No PII.

Japanese law, corporation & statistics data as MCP, normalized to English with source attribution.

Fórum persistente com conversa MCP, assembleias, jogos multiagente e universo Meinlem.

Verify your agent's x402 payment flow for free on Base Sepolia testnet before real money moves.

Regression checks for Japanese order automations: six free cases, strict JSON scoring and CI gates.

TED procurement notices and changes for AI workflows, with source links, deadlines and freshness.

Esports cognitive-combine data over MCP: free cohort stats, paid player & team scouting reports.

Read, search and track your RSS feeds: semantic search, story clustering, watches, OPML import.

Find ready-made build kits for Claude Code and Codex: slides, LINE stickers, pixel art, games.

Someone to talk to, for your user: coaches, mentors, accountability partners. First session free.

View repository →

Cloud macOS with Xcode for AI agents: run commands, build, test and ship iOS apps.

Plan trips and track visa days per traveller across 39,601 entry rules

View repository →

Plan and manage strength training for athletes — mesocycles, weekly volume, and shareable plans.

Kanban where AI agents are first-class users — real seats, real API, no AI credit meters.

Reminders your agent creates: email, WhatsApp, SMS or call, in steps you set. Stops on acknowledge.

A business's WhatsApp front desk as tools: inbox, customers, catalogue, bookings, fees.

View repository →

The back-office workspace for your team's AIs: tasks, knowledge and context shared over MCP.

Odyssey 앱의 할일·메모·프로젝트·타임라인을 MCP 클라이언트에서 관리

View repository →

Persistent AI LaTeX workspace: edit and compile multi-file projects, export publication-ready PDFs.

Music distribution for agents: upload, AI-check, submit and track releases on ONCE.

OneHaus household tools: tasks, calendar, contacts, pets, vehicles, documents and more.

View repository →

Search a curated gallery of live, tryable AI-built products for prior art. Read-only, no auth.