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

AI-powered Google Cloud management, troubleshooting, and infrastructure design via natural language.

65
Apache-2.0
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AI-powered Huawei Cloud integration with safety guardrails, CLI tooling, and guided operations for coding agents.

65
JavaScript
Apache-2.0
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Manage Google, Meta, Amazon, TikTok, LinkedIn & ChatGPT ads with 400+ tools for campaigns and analytics.

64
Jupyter Notebook
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AI-powered Cocos Creator editor automation with embedded MCP server and JavaScript execution.

64
JavaScript
MIT
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WHWHOIS logo

WHOIS

Active

Query WHOIS/RDAP information for domains, IP addresses, CIDR prefixes and ASNs with caching and MCP integration.

64
Go
MIT
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SISilica Core logo

Lightweight local retrieval for code and documents—search, read, and pack with zero network calls.

64
Python
MIT
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Real-time collaboration rooms for AI agents with messaging and git integration.

64
TypeScript
AGPL-3.0
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Read, search, create, and manage Bear notes via CloudKit with AI-optimized context library support.

64
Swift
MIT
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THtheabbie logo

theabbie

Active

Access live information about Abhishek Chaudhary (theabbie) from his public profile.

64
JavaScript
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MAMailtrap logo

Mailtrap

Active

Send and test emails via Mailtrap sandbox and transactional API from your AI agent.

64
TypeScript
MIT
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Living fungal armor for AI agents: persistent context, metabolism, and evolution across model generations.

63
Rust
MIT
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Accurate Unity API documentation for AI agents—prevents hallucinated signatures across Unity 6, 2023, and 2022 LTS.

63
Python
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Multi-agent collaborative reasoning with auditable thought ledgers, persistent storage, and real-time observability.

63
TypeScript
MIT
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Search jobs from 4,400+ company career pages directly—no duplicates, fresh postings within hours.

63
Python
MIT
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MUMusic Studio logo

Music Studio

Maintained

ABC sheet music and Strudel live-coding studio for AI-assisted music composition and performance.

63
TypeScript
MIT
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Lightweight local RAG for Claude Code with 40x token reduction through semantic search.

63
Go
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MCMCP AutoMem logo

Graph-vector memory for AI assistants with persistent recall across Claude, Cursor, and other MCP platforms.

63
TypeScript
MIT
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Connect AI agents to self-hosted document processing: extract, edit, redact, and annotate PDFs via natural language.

62
TypeScript
MIT
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Real-time cost tracking for every MCP tool call across Cursor, Claude Desktop, Windsurf, and VS Code.

62
TypeScript
MIT
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Access Discourse forums as tools for AI agents via MCP protocol.

62
TypeScript
MIT
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ESesa logo

esa

Active

Official MCP server for esa.io—connect AI assistants to your team's documentation and knowledge base.

62
TypeScript
MIT
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Run network diagnostics from thousands of global locations via natural language—ping, traceroute, DNS, MTR, and HTTP tests worldwide.

62
TypeScript
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SYSynap Memory logo

Persistent memory for AI agents — log and recall conversation context across sessions with ~15ms latency.

61
Python
Apache-2.0
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Connect Claude to Airtable bases, tables, and records through WayStation's remote MCP server.

61
JavaScript
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Connect Claude to Gmail for reading emails, sending messages, and managing labels through WayStation's remote MCP server.

61
JavaScript
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Connect Claude to Jira through WayStation's secure remote MCP integration hub.

61
JavaScript
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Connect Claude and ChatGPT to productivity tools like Notion, Monday, Airtable, Slack, and Jira through a secure integration hub.

61
JavaScript
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Connect Claude to Miro and 12+ productivity tools through WayStation's secure integration hub.

61
JavaScript
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Connect Claude to Monday.com boards, items, and updates through WayStation's secure remote MCP server.

61
JavaScript
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Connect Claude to Office 365, Google Workspace, and 10+ productivity tools through a secure integration hub.

61
JavaScript
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