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

Wet-lab triage for AI binder-design agents. Yeast display, mammalian display, DMS at library scale.

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Get matched with a top-rated, review-verified real estate agent in the US or Canada.

Live US savings, CD, mortgage & HELOC rates with source + timestamp on every figure.

135 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, econ, intel — one key.

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Search, save, organize, cook, and share recipes with any AI assistant.

A memory your AI can prove and the market of the present tense. SHA-256, verifiable offline.

Manage hosts, redirects, SSL, and traffic analytics from Claude and other AI assistants.

Get authoritative answers about Redpanda documentation and search API references.

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Ask Claude, ChatGPT, or Grok about your ReelRifter watchlist, history, and viewing stats.

Browser automation for AI agents: compressed page snapshots, batched actions, fewer tokens.

Domains, DNS, DNSSEC and hosting at regfish; diagnose any domain; OAuth or API key.

NIS2 tools: scope check, EU transposition, incident deadlines, and your own org's status (token).

20 MCP tools for Pitt County NC real estate — parcels, permits, sales, builders, and foreclosures.

Open-source CRM your AI agents can write to: 32 MCP tools for companies, people, deals, and tasks.

Corporate identity finder and email verification. Map real addresses and users to real people.

Reliability and bottleneck simulation for manufacturing lines; run experiments, sweep buffers.

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Reliability statistics — Weibull/lognormal fitting, MTBF/MTTR, availability, system composition.

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API-first CRM for LLMs - contacts, companies, deals and activities over a native MCP server.

Search current remote / work-from-home jobs by category, region, perk, or company.

Solo lectura: tarifa vigente, colegiación del equipo y hubs del blog clínico de psicología.

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MCP server for Renzo protocol data, including chains, vaults, operators, and ezETH metrics.

Stop drowning in app reviews: auto-reply on App Store & Google Play, on-brand, 100+ languages.

Grounded support investigation for ReplyPen customers. Sign in with your ReplyPen account.

Read-only access to your Reporting Ninja marketing and analytics data across 20+ ad platforms.

Find companies hiring for a role and geo, qualify them, and watch them for changes.

Search and book local services in France: real availability, quotes, consented one-tap bookings.

Read-only, source-backed compatibility lookups and approved changes for ResolveMesh's catalog.

The issue tracker AI coding agents pull work from: atomic claims, dependency-aware dispatch.

FIRE & retirement calculators + a multi-currency portfolio rebalancer (exact buy/sell trades).

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Deep fundamental data & SEC filings from public companies — operating KPIs not even in Bloomberg.