MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 1 hour, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15451 |
Claude Code as one-shot MCP server to have an agent in your agent.
|
F 30 5⁄5 | ||||||||
| 15452 |
A bridge between Gemini and GLM-4.5 models that provides 25 tools for automatin…
|
F 30 5⁄5 | ||||||||
| 15453 |
Implements a Model Context Protocol (MCP) server powered by Flux API from Cepha…
|
F 30 5⁄5 | ||||||||
| 15454 |
MCP server exposing SSH control for Linux and Windows servers via Model Context…
|
F 30 5⁄4 | ||||||||
| 15455 |
An advanced Model Context Protocol server that integrates real-time weather dat…
|
F 30 5⁄5 | ||||||||
| 15456 |
An MCP server that provides native Discord tools for Claude Code, enabling bidi…
|
F 30 5⁄5 | ||||||||
| 15457 |
On-device memory layer with retrieval-augmented search, hooks, and MCP server f…
|
F 30 5⁄4 | ||||||||
| 15458 |
A comprehensive MCP implementation designed for fullstack development that enab…
|
F 30 5⁄4 | ||||||||
| 15459 |
Firebase services including Auth, Firestore and Storage.
|
F 30 5⁄4 | ||||||||
| 15460 |
A comprehensive collection of LangGraph implementations, tutorials, and advance…
|
F 30 5⁄4 | ||||||||
| 15461 |
Gemini Image and Video Generator
|
F 30 5⁄4 | ||||||||
| 15462 |
Provides structured access to a temporal knowledge platform for searching histo…
|
F 30 6⁄6 | ||||||||
| 15463 |
This server provides a note storage system with a custom URI scheme, allowing u…
|
F 30 5⁄4 | ||||||||
| 15464 |
Self-hosted memory and governance layer for AI coding agents. 28 MCP tools with…
|
F 30 5⁄5 | ||||||||
| 15465 |
Docker container management and operations through MCP
|
F 30 5⁄4 | ||||||||
| 15466 |
A code-first MCP server that provides a single tool to execute JavaScript or Ty…
|
F 30 5⁄4 | ||||||||
| 15467 |
A mock MCP server for testing MCP client implementations and development workfl…
|
F 30 5⁄5 | ||||||||
| 15468 |
Tokenized user identity and virtual Visa cards for AI agents. Delegated user co…
|
F 30 5⁄4 | ||||||||
| 15469 |
This is a powerful Model Context Protocol (MCP) server that integrates multiple…
|
F 30 5⁄4 | ||||||||
| 15470 |
A Model Context Protocol (MCP) server that provides JSON-RPC functionality thro…
|
F 30 5⁄5 | ||||||||
| 15471 |
A standalone Model Context Protocol service that connects MasterGo design tools…
|
F 30 5⁄5 | ||||||||
| 15472 |
This server bridges the Model Context Protocol (MCP) to the MQTT protocol, allo…
|
F 30 5⁄4 | ||||||||
| 15473 |
Agent wallet, email, phone, and 41 paid tools: search, image/video/music gen, S…
|
F 30 5⁄5 | ||||||||
| 15474 |
A Model Context Protocol server that automates code generation for web developm…
|
F 30 5⁄5 | ||||||||
| 15475 |
Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, …
|
F 30 5⁄5 | ||||||||
| 15476 |
Multi-AI crypto token scanner. 6 AI agents independently analyze and debate tok…
|
F 30 6⁄6 | ||||||||
| 15477 |
Enables AI-powered image generation using Volcano Engine's SeeDream 4.0 model. …
|
F 30 6⁄6 | ||||||||
| 15478 |
Enables AI assistants to interact with MikroTik RouterOS devices through API an…
|
F 30 5⁄5 | ||||||||
| 15479 |
Enables searching and downloading court documents, listing cases, and retrievin…
|
F 30 6⁄6 | ||||||||
| 15480 |
An experimental MCP server that provides weather information tools, including t…
|
F 30 5⁄5 | ||||||||
| 15481 |
A server that implements Retrieval-Augmented Generation using GroundX and OpenA…
|
F 30 5⁄5 | ||||||||
| 15482 |
Provides AI assistants with access to sales data tools, including fetching quar…
|
F 30 5⁄4 | ||||||||
| 15483 |
Provides intelligent access to OPTA football API documentation with automatic a…
|
F 30 5⁄5 | ||||||||
| 15484 |
A Python-based execution tool that mimics a Jupyter notebook environment. It ac…
|
F 30 5⁄5 | ||||||||
| 15485 |
Provides an HTTP API for Claude Code using a native MCP channel to enable stabl…
|
F 30 5⁄4 | ||||||||
| 15486 |
Enhances Claude AI with persistent memory storage for Infrastructure-as-Code co…
|
F 30 5⁄5 | ||||||||
| 15487 |
dingding webhook mcp server
|
F 30 5⁄5 | ||||||||
| 15488 |
Enables AI-assisted development for Webasyst framework projects, including crea…
|
F 30 5⁄4 | ||||||||
| 15489 |
A Model Context Protocol server that enables programmatic control of Moom windo…
|
F 30 5⁄4 | ||||||||
| 15490 |
Guides problem-solving by breaking down complex problems into steps and recomme…
|
F 30 5⁄5 | ||||||||
| 15491 |
A Model Context Protocol server allowing Claude AI to interact with AWS resourc…
|
F 30 5⁄5 | ||||||||
| 15492 |
Predict anything with Chronulus AI forecasting and prediction agents.
|
F 30 5⁄5 | ||||||||
| 15493 |
Integrates the Atlassian Rovo Dev CLI with the Model Context Protocol, allowing…
|
F 30 5⁄5 | ||||||||
| 15494 |
Enables PTZ camera control with gimbal positioning, snapshots, and AI visual an…
|
F 30 5⁄4 | ||||||||
| 15495 |
An MCP server enabling CFBD API queries within Claude Desktop.
|
F 30 5⁄5 | ||||||||
| 15496 |
AI-powered Git workflow intelligence — 10 tools for commit messages, branch nam…
|
F 30 5⁄4 | ||||||||
| 15497 |
Enable fast, free real-time web search and access premium data from trusted med…
|
F 30 5⁄5 | ||||||||
| 15498 |
An MCP server for generic Database Management System (DBMS) Connectivity via SQ…
|
F 30 5⁄4 | ||||||||
| 15499 |
A smart router that helps users discover the most relevant tools from an MCP ca…
|
F 30 5⁄4 | ||||||||
| 15500 |
🤖 Multi-Agent MCP Server - Let Claude Code / Windsurf / Cursor orchestrate GPT,…
|
F 30 5⁄5 | ||||||||