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

Find printer profiles, check bed fit, slice to .gcode.3mf and extract the G-code.

1
Python
MIT
View repository →
Supernote logo

Supernote

Maintained

Capture the screen, read/render notes, and upload files on a Ratta Supernote from an AI agent.

1
TypeScript
MIT
View repository →

An MCP server providing zero-shot object detection and segmentation using Ultralytics YOLOE.

1
Python
View repository →

Live ArduPilot control over MAVLink: state, params, modes, prearm diagnosis, gated arm. SITL-first.

1
Python
MIT
View repository →

Orchestrate multiple Claude Code agents in parallel from chat

1
JavaScript
View repository →
mcp-lint logo

mcp-lint

Maintained

Lint MCP tool schemas for cross-client compatibility and agent preflight safety.

1
TypeScript
MIT
View repository →

Git-aware memory store for AI coding agents; memories are anchored to git blob hashes.

1
Python
MIT
View repository →

Nano Banana 2 exposes the Nano Banana 2 image generation model online with prompt presets and quick

1
JavaScript
MIT
View repository →

Explore PVZ Fusion gameplay, selected plant guides, and verified PC or Android build information

1
JavaScript
MIT
View repository →

Docker container management and Dockerfile analysis

1
TypeScript
MIT
View repository →

Log parse, filter, analyze for AI agents

1
TypeScript
View repository →

Markdown TOC, lint, format, stats for AI agents

1
TypeScript
MIT
View repository →

DNS, IP info, SSL, WHOIS, ping for AI agents

1
TypeScript
View repository →

SEO analysis - meta tags, keywords, links, page speed

1
TypeScript
MIT
View repository →

Wine pairing intelligence with 7 tools. Deterministic scoring, sommelier-calibrated.

1
TypeScript
MIT
View repository →

Security scanning for AI coding tools. Detects secrets, threat models, and runs pre-commit checks.

1
TypeScript
View repository →

MCP server for the Spanish AEMPS CIMA pharmaceutical registry (20,000+ authorised medicines).

1
Python
View repository →

Scan code for Korean compliance risks — PIPA/개인정보보호법, Network Act, Credit Info. Not legal advice.

1
Go
MIT
View repository →

Search, compare, and install self-evolving AI Agent Genes ranked by Arena fitness

1
TypeScript
Apache-2.0
View repository →

Multi-provider media generation — images, video, audio, and transcription via a unified interface

1
TypeScript
MIT
View repository →

Local stdio MCP server for rstream setup, tunnels, WebTTY, and remote operations.

1
Go
Apache-2.0
View repository →

Deterministic policy firewall for AI agent tool calls - YAML rules, not a fuzzy risk score.

1
Python
MIT
View repository →

Explainable ALLOW/WARN/BLOCK risk decisions for AI agent actions before execution, signed as OAA.

1
Python
MIT
View repository →
devmcp logo

devmcp

Active

Git/CI MCP server with the full protocol surface (tools, resources, prompts, roots, sampling).

1
Python
MIT
View repository →
verimcp logo

verimcp

Active

Transparent MCP proxy that independently re-verifies tool-call claims before the Host trusts them.

1
Python
MIT
View repository →

RunAPI MCP server for Midjourney: create tasks, poll status, check pricing.

1
TypeScript
Apache-2.0
View repository →

RunAPI MCP server for Veo 3.1: create tasks, poll status, check pricing.

1
TypeScript
Apache-2.0
View repository →

MCP server for ChangeDetection.io website monitoring and change history.

1
Python
MIT
View repository →

LLMs can't draw. This MCP can. 81 arts + 100 kaomoji + diagrams + charts.

1
TypeScript
MIT
View repository →

Get recommended by Amazon's AI. Hosted MCP server for Amazon listing compliance & generation.

1
Python
MIT
View repository →