MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15251 |
A bridge connecting physical hardware with AI large language models through the…
|
F 30 5⁄5 | ||||||||
| 15252 |
Exposes Google Gemini's Nano Banana image generation models to Claude, enabling…
|
F 30 5⁄5 | ||||||||
| 15253 |
MCP GPT Image 1
|
F 30 5⁄5 | ||||||||
| 15254 |
Agent-to-agent messaging relay. Discover agents, send messages, and receive rep…
|
F 30 5⁄4 | ||||||||
| 15255 |
Enables Claude to collaborate with Gemini for code reviews, second opinions, an…
|
F 30 5⁄5 | ||||||||
| 15256 |
Enables natural language queries about JavaScript/TypeScript codebases using gr…
|
F 30 5⁄4 | ||||||||
| 15257 |
A multi-provider AI image generation server that allows users to create and tra…
|
F 30 5⁄4 | ||||||||
| 15258 |
A complete todo management system with authentication and billing that enables …
|
F 30 5⁄5 | ||||||||
| 15259 |
Access your iTerm session and control terminal commands seamlessly.
|
F 30 5⁄5 | ||||||||
| 15260 |
A FastMCP-powered microserver that allows users to programmatically generate we…
|
F 30 5⁄4 | ||||||||
| 15261 |
Facilitates interaction with a local MySQL database via a RESTful API, supporti…
|
F 30 5⁄4 | ||||||||
| 15262 |
Provides a Qt-based graphical interface for AI tools like Cursor to facilitate …
|
F 30 5⁄4 | ||||||||
| 15263 |
A server based on Model Context Protocol that provides predefined prompt templa…
|
F 30 6⁄6 | ||||||||
| 15264 |
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
F 30 5⁄4 | ||||||||
| 15265 |
A Model Context Protocol server that integrates Wireshark's network analysis ca…
|
F 30 5⁄4 | ||||||||
| 15266 |
A Model Context Protocol server that allows AI agents to interact with Apache D…
|
F 30 5⁄5 | ||||||||
| 15267 |
Enables interaction with Slack channels including checking Xcode Cloud build st…
|
F 30 5⁄5 | ||||||||
| 15268 |
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
|
F 30 5⁄4 | ||||||||
| 15269 |
A professional tool for automatically generating enterprise-standard tracking c…
|
F 30 5⁄4 | ||||||||
| 15270 |
Integrates Google Gemini API capabilities into Claude Code, supporting text gen…
|
F 30 5⁄5 | ||||||||
| 15271 |
A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functio…
|
F 30 5⁄4 | ||||||||
| 15272 |
A versatile MCP server framework that enables AI capabilities like remote contr…
|
F 30 5⁄5 | ||||||||
| 15273 |
Provides access to official MeteoSwiss weather data, including regional reports…
|
F 30 5⁄5 | ||||||||
| 15274 |
MCP server for video analysis — extracts transcripts, key frames, OCR text, and…
|
F 30 5⁄5 | ||||||||
| 15275 |
Provides a Model Context Protocol server that enables large language models to …
|
F 30 5⁄5 | ||||||||
| 15276 |
A tool-augmented LLM system for the full PDDL planning pipeline, improving reli…
|
F 30 5⁄4 | ||||||||
| 15277 |
Provides free Bing search capabilities without an API key, with smart language …
|
F 30 5⁄4 | ||||||||
| 15278 |
A server-based tool that enables the generation of mathematical animations from…
|
F 30 5⁄5 | ||||||||
| 15279 |
Read jira data via JQL and api and execute requests to create and edit tickets.
|
F 30 5⁄5 | ||||||||
| 15280 |
An MCP server for generic Database Management System (DBMS) Connectivity via SQ…
|
F 30 5⁄4 | ||||||||
| 15281 |
An MCP server that provides AI agents with full access to the X (Twitter) API f…
|
F 30 5⁄5 | ||||||||
| 15282 |
Provides tools to retrieve information about current and upcoming free games on…
|
F 30 5⁄5 | ||||||||
| 15283 |
Enables searching news articles and retrieving top headlines from the GNews API…
|
F 30 5⁄5 | ||||||||
| 15284 |
Clayton Christensen persona agent for strategic advisory using disruption theory
|
F 30 5⁄5 | ||||||||
| 15285 |
Agent-to-agent referral network where AI agents discover, recommend, and refer …
|
F 30 6⁄6 | ||||||||
| 15286 |
A lightweight Python-based server designed to run, manage and create CrewAI wor…
|
F 30 5⁄4 | ||||||||
| 15287 |
Test, score, and inspect n8n workflows via MCP. Config-driven test suites with …
|
F 30 5⁄5 | ||||||||
| 15288 |
Discover MCP endpoints for real-world entities by resolving business domains.
|
F 30 6⁄6 | ||||||||
| 15289 |
Dynamically discovers and exposes WordPress 6.9+ Abilities API capabilities as …
|
F 30 5⁄5 | ||||||||
| 15290 |
Enables AI agents to create, modify, and manage Figma designs through natural l…
|
F 30 5⁄5 | ||||||||
| 15291 |
A Model Context Protocol server that connects AI agents to Dune Analytics data,…
|
F 30 5⁄5 | ||||||||
| 15292 |
Enables AI assistants to control a Minecraft bot through natural language comma…
|
F 30 5⁄4 | ||||||||
| 15293 |
Execute terminal commands locally or remotely via SSH with session persistence …
|
F 30 5⁄4 | ||||||||
| 15294 |
Enables real-time voice-to-text order processing and chicken business managemen…
|
F 30 5⁄5 | ||||||||
| 15295 |
An observational memory server that uses LLM agents to capture, compress, and r…
|
F 30 5⁄4 | ||||||||
| 15296 |
Connects Kimi Code with Claude Code, enabling Claude to delegate bulk codebase …
|
F 30 5⁄4 | ||||||||
| 15297 |
|
F 30 5⁄4 | ||||||||
| 15298 |
An MCP server that enables LLMs to generate spoken audio from text using OpenAI…
|
F 30 5⁄5 | ||||||||
| 15299 |
Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by expo…
|
F 30 5⁄5 | ||||||||
| 15300 |
Enables comprehensive MySQL database operations including CRUD, performance opt…
|
F 30 5⁄5 | ||||||||