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

Code intelligence MCP server — 80+ tools for navigation, impact analysis, and architecture

103
Go
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Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pricing, AI insights.

101
HTML
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macOS-MCP

Active

MCP server for macOS desktop automation via the Accessibility API.

100
Python
MIT
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MCP server enabling AI clients to interact with any MediaWiki wiki through standard tools

99
TypeScript
MIT
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Model Context Protocol (MCP) server for AI-assisted development of CAP applications.

99
JavaScript
Apache-2.0
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SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI assistants

97
Go
Apache-2.0
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Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel…

89
Python
Apache-2.0
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MCP server for SAPUI5/OpenUI5 development

89
TypeScript
Apache-2.0
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Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.

87
Python
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MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation

86
Go
Apache-2.0
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MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation

86
Go
Apache-2.0
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Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili…

85
Python
MIT
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AI-powered web scraping and data extraction capabilities through ScrapeGraph API

85
Python
MIT
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Totem — talk to your wearables with AI. Today: full Whoop access (48 tools).

85
TypeScript
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Full read + write access to your Whoop fitness data via the private iOS API. 48 tools.

85
TypeScript
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MCP Server for WeChat DevTools CLI - Automate development & testing with 7 aggregated APIs.

84
MIT
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CalDAV calendar operations (list, create, update, delete events) as MCP tools.

84
TypeScript
MIT
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Programmable email inbox for AI agents — JMAP, PoW auth, stdio MCP server.

83
TypeScript
MIT
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Semantic code search and analysis from CodeAlive for AI assistants and agents.

82
Python
MIT
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MCP server for managing LunchMoney personal finances: transactions, budgets, categories, and more.

82
TypeScript
MIT
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Official Arm MCP server for code migration, optimization, and Arm architecture guidance

81
Python
Apache-2.0
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Offline MCP access to ZIM knowledge archives — Wikipedia, Wiktionary, Stack Exchange, Kiwix.

81
Python
MIT
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Search ClinicalTrials.gov — find studies, retrieve results, match patients to eligible trials.

81
TypeScript
Apache-2.0
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MCP server for Atlassian Bitbucket Data Center - interact with repositories and code

79
TypeScript
MIT
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MCP server for Atlassian Confluence Data Center - access and manage content

79
TypeScript
MIT
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MCP server for Atlassian Jira Data Center - search, view, and create issues

79
TypeScript
MIT
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Rust code index MCP server with native 1C:Enterprise (BSL) support. 25 tools. Static binary.

77
Rust
MIT
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Lumen

Active

Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest.

74
Python
GPL-3.0
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MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineering and debugging

74
C++
MIT
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Crawl websites, export SEO data, and manage crawls via Screaming Frog SEO Spider.

73
Python
MIT
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