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.

23,114 MCP servers

Inspect and search Apple Contacts on macOS, and resolve a contact into a message-ready recipient.

9
Python
MIT
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Inspect and manage local files and folders inside allowed roots on macOS.

9
Python
MIT
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Search places, estimate routes, and build Apple Maps links on macOS.

9
Python
MIT
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Read, search, compose, and send emails via Apple Mail on macOS.

9
Python
MIT
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Inspect, search, create, edit, move, and organize notes in Apple Notes on macOS.

9
Python
MIT
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List, create, update, complete, and delete reminders in Apple Reminders on macOS.

9
Python
MIT
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Read Messages history on macOS and send or reply through Messages.app.

9
Python
MIT
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List, inspect, and run Apple Shortcuts on macOS.

9
Python
MIT
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Read and manage macOS system settings and perform scoped desktop actions.

9
Python
MIT
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Unified Apple ecosystem MCP server for macOS: Mail, Calendar, Notes, Files, Messages, and more.

9
Python
MIT
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MCP server for Komodo - manage Docker containers, servers, stacks, and deployments via AI

9
TypeScript
GPL-3.0
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MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host

9
TypeScript
MIT
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Generate app icons, favicons, OG images, and logos by routing across 30+ image models.

9
TypeScript
MIT
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Freshness-aware AI retrieval with 21 MCP tools for timestamped, decay-ranked live signals.

9
TypeScript
MIT
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Temporal search and comparison for official Luxembourg and reviewed EU law, with provenance.

9
C#
Apache-2.0
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Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

9
Python
MIT
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MCP server for temporary email management using ChatTempMail API

9
JavaScript
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Emotional intelligence for AI agents: neurotransmitter mood, personality, empathy, trait drift.

9
TypeScript
MIT
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MCP server for the Chia blockchain. Read-only Q&A via the public coinset.org API.

9
TypeScript
MIT
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Control AWX/Ansible Tower through natural language - 49 tools for automation

9
Python
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Search 600k+ CS/AI/ML papers with ranking and citation tracking over 22M+ citation edges.

9
TypeScript
MIT
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MCP server for ZenMoney personal finance app

9
TypeScript
MIT
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UK Companies House public register: search companies, officers, ownership, filings and documents.

9
TypeScript
MIT
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Inspect, drive and debug a running Ren'Py game: state, screenshots, guarded clicks, saves, builds.

9
Python
MIT
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EU AI Act + GDPR compliance scanner. One call, no arguments, 10 seconds. 22 AI frameworks detected.

9
Python
MIT
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Deterministic local-first context and impact maps for coding agents from tasks, issues, and diffs.

9
TypeScript
MIT
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MCP server for FactoryTalk Optix: author, preview, and verify Studio changes via the emulator.

9
Python
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Compress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.

9
Python
MIT
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Security scanner for MCP servers and skill files. Detects AVE vulnerabilities before production.

9
Python
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Security scanner for MCP servers and skill files. Detects AVE vulnerabilities before production.

9
Python
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