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

Use Grok as a peer code reviewer and second-opinion consultant inside Claude, Cursor, and Cline.

10
TypeScript
MIT
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Read-only China A-share market data MCP with 63 tools for AI agents: K-line, limit-up, capital flow, and research.

10
HTML
MIT
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Spec-Driven Development workflow: write and approve specs before code, with validation gates and bilingual guides.

10
TypeScript
MIT
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KAKagan logo

Kagan

Active

Supervised kanban board for AI coding agents with isolated git worktrees and human review gates.

10
TypeScript
MIT
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Search and fetch 100+ Hermes Agent tools, skills, and integrations from hermesatlas.com directly in your AI assistant.

10
JavaScript
MIT
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LOLoreConvo logo

LoreConvo

Active

Local-first persistent session memory across Claude Code, Cursor, Cowork, and other agents—SQLite-based, no cloud.

10
Python
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Analyze Figma designs for dev & AI readiness with 39 rules, scoring, and HTML reports.

10
HTML
MIT
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LOLockstep logo

Lockstep

Active

Decision memory for AI coding agents: captures decisions once, briefs every agent before it acts.

10
TypeScript
Apache-2.0
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SSH & Kubernetes access broker for AI agents—ephemeral certs in memory, never in the model's context.

10
Go
GPL-3.0
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Run and list Apple Shortcuts on macOS via the shortcuts CLI

10
TypeScript
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Headless browser control for agents — navigate, fill forms, click, and screenshot pages via accessibility snapshots.

10
TypeScript
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BRBrowserbase logo

Cloud browser sessions and web automation for AI agents via Browserbase

10
TypeScript
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CACanary logo

Canary

Active

Mindstone-internal test connector for release-pipeline validation; not intended for production use.

10
TypeScript
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ELElevenLabs logo

Generate speech, music, and sound effects; browse voices and transcribe audio via ElevenLabs API

10
TypeScript
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ElevenLabs Conversational AI agents, calls, conversations, and knowledge base integration for MCP hosts

10
TypeScript
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Read, search, send, and manage emails across iCloud, Gmail, Yahoo, Outlook, and custom IMAP providers.

10
TypeScript
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FAFathom logo

Fathom

Active

Access Fathom AI meeting transcriptions, search meetings, and manage teams via MCP

10
TypeScript
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FRFreshdesk logo

Freshdesk

Active

Manage Freshdesk helpdesk tickets, search support requests, reply to customers, and add internal notes.

10
TypeScript
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GAGamma logo

Gamma

Active

Create AI-powered presentations, documents, webpages, and social posts via Gamma

10
TypeScript
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Discover GA4 accounts, explore schemas, and run analytics reports via Google Analytics API

10
TypeScript
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Access Gmail, Calendar, Drive, Docs, Sheets, Slides, Contacts, and more via Google Workspace with host-orchestrated OAuth.

10
TypeScript
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HUHubSpot logo

HubSpot

Active

Manage HubSpot CRM contacts, deals, tickets, and workflows with multi-account OAuth integration.

10
TypeScript
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HUHumaans logo

Humaans

Active

Query employee profiles, job roles, time-away requests, and company info via Humaans HR platform.

10
TypeScript
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KLKling logo

Kling

Active

Generate AI videos from text descriptions or images via Kling AI

10
TypeScript
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Access Microsoft 365 Outlook calendar events—list, create, update, respond, and check availability.

10
TypeScript
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Access, search, upload, and share OneDrive files via Microsoft 365 Graph API.

10
TypeScript
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Read, search, send, reply, forward, draft, move, and delete Outlook email via Microsoft 365 Graph API.

10
TypeScript
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Access SharePoint sites, libraries, pages, and lists via Microsoft 365 Graph API with incremental consent.

10
TypeScript
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Access Microsoft Teams chats, messages, teams, channels, and presence via Microsoft 365 Graph API.

10
TypeScript
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MIMixmax logo

Mixmax

Active

Manage Mixmax sequences, send tracked emails, use templates, and monitor engagement

10
TypeScript
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