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

Query 80+ databases from AI agents using DBX connections configured in your desktop app.

16k
Rust
Apache-2.0
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Give your coding agent direct access to Figma design data for one-shot UI implementation.

15k
TypeScript
MIT
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OPOpenMetadata logo

Open context layer for AI: governed metadata, semantics, lineage, and organizational memory for data discovery and trusted AI agents.

15k
TypeScript
Apache-2.0
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COCoder logo

Coder

Active

Manage self-hosted cloud development environments and AI coding agents through Coder via MCP.

14k
Go
AGPL-3.0
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Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS with AI integration.

12k
Go
Apache-2.0
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Execute terminal commands, manage files, and control processes with AI—no API costs.

9.4k
TypeScript
MIT
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Control Android and iOS devices with LLM agents—tap, swipe, type, and automate mobile workflows.

9.1k
Python
MIT
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Manage tasks, projects, and labels in Kaneo directly from Claude and other MCP clients.

8.4k
TypeScript
MIT
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PRPraisonAI logo

PraisonAI

Active

Build autonomous, self-reflecting AI agents and connect them to any MCP server in minutes.

8.3k
Python
MIT
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Semantic search across Sui blockchain documentation and knowledge sources powered by kapa.ai

7.7k
Rust
Apache-2.0
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Web scraping, search, and research tools for AI agents via Firecrawl API

7.3k
JavaScript
MIT
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Official MCP Registry: publish and discover MCP servers like an app store for AI agents.

7.2k
Go
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QRQR Rápido logo

Generate QR codes for URLs, PIX, Wi-Fi, vCards, WhatsApp and more via MCP.

7.2k
Go
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HOHoncho logo

Honcho

Active

Memory infrastructure for stateful agents: store conversations, let Honcho reason in the background, query peer representations and context.

6.7k
Python
AGPL-3.0
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Query all your synced apps and data sources with natural language, directly from your AI agent.

6.5k
Python
MIT
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Give AI agents full computer-use control over Windows: apps, UI, mouse/keyboard, and browser automation.

6.3k
Python
MIT
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MCP server for Xcode project management, simulator control, and iOS/macOS app development automation.

6.3k
TypeScript
MIT
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Historical documentation of the Claude Code source leak and its aftermath—not a functional MCP server.

6.2k
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RERepowise logo

Repowise

Active

Codebase intelligence layer for AI agents—graph, git history, docs, decisions, code health with 10 MCP tools.

6.1k
Python
AGPL-3.0
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Give AI coding agents direct control over Xcode builds, simulators, and app management.

6.0k
TypeScript
MIT
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AI-powered mobile automation for iOS and Android—control simulators, emulators, and real devices through a unified API.

6.0k
TypeScript
Apache-2.0
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One MCP gateway that lets AI agents progressively use thousands of tools without blowing up the context window.

5.8k
Python
Apache-2.0
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OUOuroboros logo

Ouroboros

Active

Agent OS that turns vague ideas into verified code through structured interviews, immutable specs, and replayable workflows.

5.6k
Python
MIT
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DRdraw.io logo

draw.io

Active

Create interactive draw.io diagrams in chat with 10,000+ searchable shapes.

5.2k
JavaScript
Apache-2.0
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Query 200+ transparent financial ratios and metrics from your AI assistant, calculated from raw statements.

5.0k
Python
MIT
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JIJitsu logo

Jitsu

Active

Open-source event data platform and Segment alternative with AI-powered pipeline management via MCP.

5.0k
TypeScript
MIT
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Mock, record/replay, verify and chaos-test HTTP, REST, gRPC or LLM dependencies over MCP.

4.9k
Java
Apache-2.0
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AIai.exa/exa logo

Fast, intelligent web search and content fetching for AI agents with advanced research capabilities.

4.9k
TypeScript
MIT
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ZOZotero MCP logo

Search, read, annotate, and manage your Zotero research library with AI—local or cloud access.

4.7k
Python
MIT
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Local-first web intelligence for AI agents—search, fetch, crawl, extract, and research with no API keys or cloud dependency.

4.6k
TypeScript
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