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

Deterministic decision guardrail for AI agents and bots. Verifies pre-trade economics (long-only).

Arizona Roof Replacement Cost: the site's own MCP server — enquiry (enquiry = a human handoff,...

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Arizona Solar Cost Calculator: the site's own MCP server — calculator, enquiry (enquiry = a...

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MCP server unifying ERPs, CRMs, APIs and knowledge base for Claude, ChatGPT and Gemini.

Search & license real-orchestra music from your agent: EUR 29.90 one-time, WAV + certificate.

Last day to make an offer and still fund inside a Canadian rate hold. Needs the expiry date.

Search and read public Black Label Golf pages with source URLs.

A-share data over MCP: quotes, profile, order book, K-line, financials, money flow, boards. 24 tools

Cloud MCP server for Chinese A-share and ETF market data, news, financials and capital flows.

Read-only directory of vetted AI implementation agencies from the Ashton & Forge marketplace.

Korea and Japan attention and market records for agents. Paid per call over x402.

Ask questions across Shopify, Klaviyo, GA4 and 20+ e-commerce sources in plain English.

Independent measurements of how 12 AI models answer brand questions in Chinese and English.

How ChatGPT, Claude, Perplexity and Gemini mention your brand: visibility, mentions, competitors.

Measure whether AI assistants actually recommend a brand, from measured answers.

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Describe a problem in plain language; get matching products with honest caveats. Never sponsored.

Discover meeting-coordination Envoys. Work in progress; identity discovery is coming soon.

Ask your Rent Manager portfolio anything: live, read-only financials, rent roll, leasing.

Curated Islamic MCP: Quran (Arabic + Pickthall), 445 du'as, 99 Names, crisis-aware.

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Current App Store rankings, keyword metrics, app metadata, and credit balances for AI agents.

Search Assetzaar's catalog of UI components, agent skills, SaaS kits and automations.

Birth charts for agents: BaZi, Chinese and Western zodiac, numerology. Keyless and read-only.

Read-only XRPL tools for ASTEROID: identity, market, supply, liquidity, escrows, holders, AMM quotes

Check a Dutch supplier before you pay: KvK register, name match, VIES VAT, EU sanctions. No key.

Email security and AI discoverability scores for any domain, with the exact record or tag to fix.

Every project you have going, on one board your coding agents keep current and you actually read.

Run your website's AI support agent: knowledge, conversations, leads and live replies.

Create, edit, restructure, import and export Atlas Red mind maps from any MCP client. Free.

Ask your AI cost, runway, and guardrails from your real AtlasBurn data — read-only.

AI-ready GIS, geofencing, DataSynch, CRM, inventory, routing, APIs, telemetry and workflows.