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.

23,019 MCP servers

Firebase CLI and MCP Server for deploying, managing, and interacting with Firebase projects from your AI development environment.

4.5k
TypeScript
MIT
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AI-powered smart home control for Home Assistant with 88+ tools for automations, devices, and dashboards.

4.4k
Python
MIT
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Generate 26+ chart types and diagrams for AI agents via AntV's MCP server.

4.2k
TypeScript
MIT
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Kubernetes port forwarding for local development with automatic /etc/hosts entries and unique IPs per service.

4.2k
Go
Apache-2.0
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AGagent-device logo

Mobile app automation and verification for AI coding agents on iOS, Android, TV, and desktop.

4.1k
TypeScript
MIT
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Real-time market data, technical analysis, screeners and backtesting for stocks, crypto and forex across global exchanges.

4.1k
Python
MIT
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TOTolgee logo

Tolgee

Active

AI-powered translation management integrated directly into your editor via MCP

4.1k
TypeScript
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Natural-language access to Cloudflare's Workers, observability, security, and analytics services via domain-specific MCP servers.

3.9k
TypeScript
Apache-2.0
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Connect AI agents to Azure services with seamless MCP integration.

3.6k
C#
MIT
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MCP tools for interacting with Microsoft Fabric workspaces, items, and data.

3.6k
C#
MIT
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Template MCP server example from Microsoft.

3.6k
C#
MIT
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Token-free MCP server for accessing RevoGrid data grid documentation, API, and feature knowledge.

3.4k
TypeScript
MIT
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AI-powered access to RevoGrid DataGrid documentation, examples, and Pro features via MCP.

3.4k
TypeScript
MIT
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Let AI agents build, script, and debug Unity games directly inside the Editor and in-game.

3.4k
C#
Apache-2.0
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Cloud browser automation for LLMs, powered by Browserbase and Stagehand.

3.4k
TypeScript
Apache-2.0
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Give your AI agent a cloud browser it can navigate, click, and extract data from.

3.4k
TypeScript
Apache-2.0
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Access Grafana dashboards, datasources, and observability data through Claude and Cursor.

3.4k
Go
Apache-2.0
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Google Ads MCP server for analyzing performance, managing keywords, bids, and campaigns with live account data.

3.4k
TypeScript
MIT
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Meta Ads MCP for analyzing Facebook and Instagram campaign performance, managing budgets, and optimizing creative.

3.4k
TypeScript
MIT
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Persistent, local-first AI memory stored as plain Markdown files you and your LLM both read and write.

3.3k
Python
AGPL-3.0
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Entity-level code intelligence for AI agents: semantic diffs, impact analysis, blame, and context.

3.3k
Rust
Apache-2.0
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Deep semantic codebase intelligence for AI: hybrid search, dependency graphs, and impact analysis—zero config, fully private.

3.3k
TypeScript
AGPL-3.0
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Turn long videos into viral shorts and publish to TikTok, Instagram, YouTube with AI-powered clipping, UGC video generation, and YouTube optimization.

3.2k
Python
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AI-native backend-as-a-service with Postgres, auth, storage, functions, and RAG—managed via MCP tools.

3.2k
TypeScript
Apache-2.0
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DBDBHub logo

DBHub

Active

Token-efficient MCP server for querying PostgreSQL, MySQL, SQL Server, SQLite, and MariaDB with zero dependencies.

3.1k
TypeScript
MIT
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RARadar logo

Radar

Active

Kubernetes visibility for AI agents: query workloads, events, logs, topology, and Helm releases via MCP.

3.0k
Go
Apache-2.0
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AGagent-device logo

Give AI agents hands and eyes to inspect, control, and debug real iOS, Android, TV, and desktop apps.

3.0k
TypeScript
MIT
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SHShipSwift logo

ShipSwift

Active

40+ production-ready SwiftUI components and recipes for AI-native iOS app development.

2.9k
Swift
MIT
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Search, download, and analyze arXiv papers with semantic search, citation graphs, and research alerts via MCP.

2.9k
Python
Apache-2.0
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SUSupabase logo

Supabase

Active

Connect your Supabase projects to Claude, Cursor, and other AI assistants for database and project management.

2.9k
TypeScript
Apache-2.0
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