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.

14,200 MCP servers

MCP server for Ozon Seller API — products, FBS/FBO, finance, analytics, returns

2
Python
MIT
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MCP server for Wildberries Seller API — products, orders, supplies, analytics, advertising

2
Python
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Local MCP broker that exposes one compact entry for many upstream servers.

2
Python
MIT
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CAiD MCP Server

Maintained

Validated 3D CAD modeling for AI agents via CAiD + OCCT. 107 tools across 22 modules.

2
Python
MIT
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Final Cut Pro MCP — 88 tools: FCPXML engine, live FCP control, media analysis, puppets.

2
Python
MIT
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UploadKit MCP — 40+ upload components, route scaffolds, BYOS setup, full docs search.

2
TypeScript
MIT
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MCP server for Excel add-ins via WebView2 CDP

2
TypeScript
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MCP server for Office add-ins via WebView2/CDP. Provides excel.*, page.*, and addin.* tools.

2
Go
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Official DSers MCP for dropshipping: import, edit, price, and publish products to Shopify and Wix.

2
Apache-2.0
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Procedure verification for AR/XR with memory, visual sessions, and DPO trajectory export.

2
Python
MIT
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MCP server for real-time product search by barcode (EAN, UPC, GTIN) or keyword on ean-search.org

2
Python
MIT
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Swiss weather data for AI assistants — forecasts, measurements, stations, pollen.

2
TypeScript
CC0-1.0
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JProfiler

Active

Java profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and more.

2
MIT
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Zread.ai MCP Server - 连接 zread.ai 文档平台的 MCP 服务器,让 AI 助手能够阅读 GitHub 仓库文档、搜索代码、与仓库 AI 对话。

2
Python
MIT
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Brand atomic system over MCP: verbal, visual, motion, tokens, and a magic_trick taste primer.

2
TypeScript
MIT
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MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence

2
JavaScript
MIT
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Trust & human sign-off for AI agents: approval required before irreversible agent actions

2
JavaScript
Apache-2.0
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MCP server for the Stream.estate French real estate API

2
TypeScript
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Persistent context for AI agents built fromlearned vectors with certainty scores.

2
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MCP server wrapping the Tesla Fleet API and TeslaMate API

2
Python
MIT
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MCP server for desktop notifications over stdio

2
JavaScript
Apache-2.0
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Universal memory for AI agents and tools. Save, organize and search context anywhere.

2
Python
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Engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 60+ articles indexed.

2
Python
MIT
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UK property research tools - crime stats, schools, demographics, valuations for AI.

2
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Identity, trust, and A2A orchestration for autonomous AI agents

1
JavaScript
MIT
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AnomalyArmor

Maintained

Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.

1
Python
MIT
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Indexed ecommerce site directory — vendor lookups, brands by city/market/founder. 10 tools.

1
MIT
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Boolsai Grep

Maintained

Parallel regex across all Boolsai scans — discover new vendor patterns, niche signals. 4 tools.

1
MIT
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Boolsai Scan

Maintained

Live tech-stack scan of any public site — vendors, account IDs, scripts, JSON-LD. 2 tools.

1
MIT
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Boolsai Signals

Maintained

Quant-research MCP — tradeable signals from public-company website stack changes. 7 tools.

1
MIT
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