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

Backlink tools for AI assistants: redirect, Google index, and backlink health checks.

Typed, deterministic tools on a live Salesforce or HubSpot copy, every write audited and reversible.

Read-only MCP over the LivingMeta AI-in-Research corpus: 12,400 papers, gaps, priority agenda.

Lucky AI study buddy over your own LlamaNotes courses: chat, progress, and AI course generation.

LLM and GPU rental prices: model price lookup, GPU listings, cheapest-GPU search, price history

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Public MCP server for the LLM Search Engine

Manage product translations from Claude and ship reviewed changes as GitHub pull requests.

Fresh human-observable information about physical places and conditions that may be stale online.

Official facts about Lovora (18+ AI companions): companions, prices, content rules, docs.

Deterministic MLP tax engine with IRS citations. 6 tools: basis, §751, estate, projections.

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Read-only Mafdet AI account tools (models, balance, usage, subscription) and docs search.

Send emails, track events, and manage contacts with MailJunky.

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AI agents that join live Google Meet, Teams, and Zoom calls as speaking participants.

Deterministic engineering solvers: biquad filter design, room eigenmodes, LLM VRAM fit.

Maps built for agents: routing incl. truck/ADR, geocoding, matrices, isochrones — 34 tools.

Live market data & technical analysis for US stocks, ETFs and crypto. Read-only, no signup.

AI analyst desk for stocks, options & crypto with sourced trade setups and a public accuracy record.

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Task management for teams building with AI agents. Agents claim tasks and report progress.

Score and tailor your CV/resume against a job posting — for AI agents and humans, no-login trial.

Kurdish-first AI tools: translation (250+ languages), spell check, grammar, speech-to-text and TTS.

Query 40 databases from Claude, ChatGPT, or Cursor — on any device. Read-only, encrypted, audited.

China's apparel supply chain data for AI: 1,000+ suppliers, 350+ fabrics, 170+ clusters.

Let AI assistants record meetings and work with notes, transcripts, contacts, and Drive.

Agent-first meeting schedule polls for humans and agents. Create polls, vote, find times.

Local hub your coding agents sign into: rooms, tasks, decisions, artifacts, memory. Desktop app.

Discover paid CSV and spec validation, citation overlap, and web page extraction for agents.

Send AI-made document changes for human review, then read the decisions back.

Living memory for AI coding agents: recall before acting, report outcomes so confidence is earned.

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Search and browse a curated gallery of memes, infographics, and visual content.

Memory for deep conversational context across any platform