MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22701 |
Enables AI-assisted music composition through copyable pattern templates, style…
|
D 49 4⁄4 | ||||||||
| 22702 |
An MCP Server that provides a conversational interface to Google Tag Manager AP…
|
D 49 4⁄4 | ||||||||
| 22703 |
Provides real-time and historical cryptocurrency market data from multiple exch…
|
D 49 4⁄4 | ||||||||
| 22704 |
MCP server and MCP Toolkit for Flutter and Dart VM - supports dynamic tooling
|
D 49 4⁄4 | ||||||||
| 22705 |
An MCP server that implements the 'think' tool, providing Claude with a dedicat…
|
D 49 4⁄4 | ||||||||
| 22706 |
MCP server for Autodesk Revit (BIM) with 705+ API endpoints. Enables AI agents …
|
D 49 4⁄3 | ||||||||
| 22707 |
Enables language models to read and analyze LINE Bot conversations through a st…
|
D 49 4⁄4 | ||||||||
| 22708 |
DotNet MCP Server Demo
Claim
A demonstration .NET 8 Web API that implements the Model Context Protocol with …
|
D 49 4⁄4 | ||||||||
| 22709 |
Enables comprehensive network security scanning and vulnerability assessment us…
|
D 49 4⁄3 | ||||||||
| 22710 |
A platform that integrates and manages APIs from ByteDance's Ocean Engine (巨量引擎…
|
D 49 4⁄4 | ||||||||
| 22711 |
An advanced MCP server that provides interactive feedback mechanisms with suppo…
|
D 49 4⁄4 | ||||||||
| 22712 |
A comprehensive MCP server that provides 159 tools for interacting with the Fre…
|
D 48 4⁄4 | ||||||||
| 22713 |
Access comprehensive market data to research stocks, companies, indexes, ETFs, …
|
D 48 5⁄5 | ||||||||
| 22714 |
Enhanced MCP Server
Claim
A comprehensive MCP server with dual interfaces (stdio and web dashboard) that …
|
D 48 4⁄3 | ||||||||
| 22715 |
Sectional MCP Panel
Claim
A management service that orchestrates multiple server processes organized into…
|
D 48 4⁄4 | ||||||||
| 22716 |
A comprehensive airline booking operations server that enables users to search …
|
D 48 4⁄3 | ||||||||
| 22717 |
Provides high-quality text-to-speech synthesis with 10 natural voices, emotion …
|
D 48 4⁄4 | ||||||||
| 22718 |
Enables discovery and analysis of research ecosystems by extracting metadata fr…
|
D 48 4⁄4 | ||||||||
| 22719 |
An MCP server that enables management of Google Play games via the Google Games…
|
D 48 4⁄4 | ||||||||
| 22720 |
An MCP server that allows agents to interact with Meilisearch, a powerful open-…
|
D 48 4⁄4 | ||||||||
| 22721 |
An MCP server that fetches RSS feeds and shares them with LLMs, allowing AI ass…
|
D 48 4⁄4 | ||||||||
| 22722 |
githubmcp
Claim
|
D 48 3⁄3 | ||||||||
| 22723 |
WeCom MCP
Claim
Enables AI assistants to interact with Enterprise WeChat (WeCom) using natural …
|
D 48 4⁄3 | ||||||||
| 22724 |
Business.AI.Demo
Claim
This project demonstrates how to integrate AI capabilities into a typical busin…
|
D 48 4⁄3 | ||||||||
| 22725 |
An MCP server that provides comprehensive access to real-time stock quotes, fin…
|
D 48 4⁄4 | ||||||||
| 22726 |
Weather MCP Server
Claim
Enables users to get current weather conditions and forecasts for any city thro…
|
D 48 4⁄4 | ||||||||
| 22727 |
A JSON-RPC 2.0 compliant server that enables interaction with HDF5 data files a…
|
D 48 4⁄3 | ||||||||
| 22728 |
A Python implementation of the Model Context Protocol (MCP) server that enables…
|
D 48 4⁄3 | ||||||||
| 22729 |
An MCP server that provides persistent multimodal context storage for LLM agent…
|
D 48 4⁄3 | ||||||||
| 22730 |
An MCP server that enables interaction with the Firebase App Check API, allowin…
|
D 48 4⁄4 | ||||||||
| 22731 |
infobus-mcp
Claim
Model Context Protocol server enabling AI assistants to access transit informat…
|
D 48 4⁄3 | ||||||||
| 22732 |
Enables control of smart lights through MQTT messaging protocol, supporting ope…
|
D 48 4⁄4 | ||||||||
| 22733 |
A service that provides Playwright browser automation functionality through Mod…
|
D 48 4⁄4 | ||||||||
| 22734 |
Manages markdown notes in a specified directory, allowing users to create, read…
|
D 48 4⁄3 | ||||||||
| 22735 |
Provides a semantic layer for querying and analyzing BigQuery's Austin Bikeshar…
|
D 48 4⁄3 | ||||||||
| 22736 |
An auto-generated MCP server that enables interaction with AWS QuickSight servi…
|
D 48 4⁄4 | ||||||||
| 22737 |
A beginner-friendly MCP-inspired JSON-RPC server built with Node.js, offering b…
|
D 48 4⁄4 | ||||||||
| 22738 |
mcp-launcher
Claim
🐳🧩 Easy to use MCP builder & launcher for all possible MCP servers, just like O…
|
D 48 4⁄3 | ||||||||
| 22739 |
MCP Orchestration Server
Claim
A master control program that orchestrates intelligent agents with a plug-and-p…
|
D 48 4⁄3 | ||||||||
| 22740 |
Enables integration and control of DeepSeek and Claude AI models through RESTfu…
|
D 48 4⁄4 | ||||||||
| 22741 |
A Model Context Protocol server that translates high-level intents into command…
|
D 48 4⁄3 | ||||||||
| 22742 |
Enables AI assistants to read and send Instagram direct messages using the Mode…
|
D 48 4⁄4 | ||||||||
| 22743 |
A lightweight Model Context Protocol server that provides an in-memory key-valu…
|
D 48 4⁄4 | ||||||||
| 22744 |
A pluggable and observable modular RAG framework that enables AI assistants to …
|
D 48 4⁄4 | ||||||||
| 22745 |
Automatically generates structured agile backlogs including epics, features, an…
|
D 48 4⁄4 | ||||||||
| 22746 |
A Model Context Protocol server that provides a comprehensive interface to Alte…
|
D 48 4⁄4 | ||||||||
| 22747 |
Enables interaction with Google Calendar through the Google Calendar API. Suppo…
|
D 48 4⁄4 | ||||||||
| 22748 |
Exposes over 90 Garmin Connect tools for tracking activities, health metrics, a…
|
D 48 4⁄4 | ||||||||
| 22749 |
git-auto-commit
Claim
Analyzes git repository changes to generate conventional commit messages and su…
|
D 48 4⁄3 | ||||||||
| 22750 |
A task management system that exposes CRUD operations for todos through a custo…
|
D 48 4⁄3 | ||||||||