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
DEdevelopers logo

developers

Maintained

MCP server for developers documentation, generated by doc2mcp.

2
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DOdoc2mcp logo

doc2mcp

Maintained

MCP server for doc2mcp documentation, generated by doc2mcp.

2
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FRfreefirecommunity logo

MCP server for freefirecommunity documentation, generated by doc2mcp.

2
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LElearnhouse logo

learnhouse

Maintained

MCP server for learnhouse documentation, generated by doc2mcp.

2
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NEnetwork logo

network

Maintained

MCP server for network documentation, generated by doc2mcp.

2
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SKskill logo

skill

Maintained

MCP server for skill documentation, generated by doc2mcp.

2
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MacWhisper transcription for Claude Desktop. Fully local, no cloud, audio stays on your Mac.

2
Python
MIT
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ClickHouse query & management for AI agents — SQL-classified read/write/destructive gating.

2
TypeScript
MIT
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Kubernetes monitoring & ops for AI agents — safe-by-default access modes and guards.

2
TypeScript
MIT
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Ask your own documents with citations, plus durable memory for agents. Safe by default.

2
TypeScript
Apache-2.0
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uxspot.io UX reference: glossary, AI x UX tools directory, checklists and Learn UX curriculum

2
TypeScript
MIT
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COConarium logo

Conarium

Active

Governed database access for AI assistants: masking, signed receipts, coverage reconciliation.

2
TypeScript
MIT
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Allow AI systems to read, write, and query spreadsheet data via Google Sheets.

2
TypeScript
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Local-first, source-cited memory for AI agents with proposal review, failure memory, and MCP tools.

2
TypeScript
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Strips layout noise via DOM AST; with a query, BM25 filters to relevant sections. No model or API.

2
TypeScript
MIT
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Python code intelligence for coding agents: call paths, control flow, and change impact.

2
Python
MIT
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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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MCmcp-broker logo

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

2
Python
MIT
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Arena by Dravensoft over MCP: the router, the references and every component document.

2
TypeScript
MIT
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CACAiD MCP Server logo

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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JEjevnav logo

jevnav

Active

Replayable browser automation: Jev picks the element, a gate blocks risky actions, every run traces.

2
Python
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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MCP server for Reolink cameras: snapshots, device state, AI detection, PTZ, and deterrence controls

2
Python
MIT
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