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

Deterministic context selection for AI coding agents with local memory across sessions.

8
Shell
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CLClaude Bridge logo

Claude Bridge

Maintained

Local-first message bus for independent coding agents across machines.

8
Python
MIT
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Frame screenshots and screen recordings in realistic Apple device bezels for pixel-perfect mockups.

8
Swift
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Active state management for multi-agent coding: a shared, versioned project brain over MCP.

8
JavaScript
Apache-2.0
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FIfigmanage logo

figmanage

Maintained

Manage Figma workspaces with 102 tools for files, teams, seats, and offboarding via AI agent or CLI.

8
TypeScript
MIT
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DEDeed logo

Deed

Active

Contract-first language and MCP server for capability-aware code and patch review.

8
Rust
Apache-2.0
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Capture, verify, and diff your agent's tool capabilities deterministically—no model required.

8
Python
Apache-2.0
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AIAI Diagram Maker logo

Generate professional software diagrams from natural language, code, ASCII, images, and Mermaid definitions.

8
TypeScript
MIT
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Turn PDFs into structured JSON in seconds using AI + OCR—invoices, statements, contracts, no coding needed.

8
Python
MIT
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MCP proxy adding security scanning, behavioral profiling, risk gating, and safe tool execution to any server.

8
Python
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SSssh-mcp logo

ssh-mcp

Active

Centralized MCP gateway for controlled SSH access with per-client auth, command policies, and audit logging.

8
Python
MIT
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MCP server for PLANKA kanban boards with full CRUD operations on cards, tasks, comments, and labels.

8
TypeScript
MIT
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GOGodot Forge logo

Godot Forge

Maintained

Godot 4 MCP server — test runner, API docs, script analysis, scene parsing, LSP.

8
TypeScript
MIT
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Warhammer 40K and Kill Team rules, stats, and game flow MCP server

8
TypeScript
MIT
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EPEpitome logo

Epitome

Maintained

Personal AI memory — gives every AI agent shared, persistent memory of you

8
TypeScript
MIT
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LUlurq logo

lurq

Active

Verify npm packages before your AI agent installs them: hallucinations, advisories, API drift.

8
TypeScript
MIT
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Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.

8
Python
Apache-2.0
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53 tools for Apple Mail: SQLite search, batch ops, rules, signatures, and full mailbox management on macOS.

8
Swift
MIT
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Dependency-graph MCP server that shows Claude/Cursor what breaks when you change code, with provenance guards.

8
Go
MIT
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LIlivediagram logo

Create and edit real-time collaborative diagrams and mindmaps without signing in.

8
TypeScript
MIT
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Read-only attack-path tools: reachable routes to sensitive assets, and what a fix would cut.

8
Go
Apache-2.0
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MAMagic Hour logo

Create and edit images, videos, and audio through Magic Hour's hosted Streamable HTTP MCP server.

8
Python
Apache-2.0
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Access 900+ Zurich open datasets, real-time weather, parking, geodata, and parliamentary data via AI.

8
Python
MIT
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IBIBM Maximo logo

Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and intelligent code generation.

8
JavaScript
Apache-2.0
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Share AI-built artifacts on your own domain with zero-knowledge encryption and password protection.

8
JavaScript
MIT
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NMnMEMORY logo

nMEMORY

Active

Local, hermetic memory for coding agents that never fabricates—every answer carries its source or admits ignorance.

8
Rust
AGPL-3.0
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ZAZabbix MCP logo

MCP server for querying, automating, and integrating Zabbix monitoring data and management features.

8
Python
MIT
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Macro-factor quantitative trading signals for AI agents—live performance data, zero custody risk.

8
Python
MIT
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Catch AI-fabricated citations and audit bibliographies with retraction checks, open-access lookup, and 10,000+ citation styles.

8
TypeScript
MIT
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OPopenFlow logo

openFlow

Maintained

Generate video with Veo and images with Nano Banana through Google Flow, no API key needed.

8
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