MCP Server Quality Scores
Independent quality analysis of 58073 public MCP servers
Last updated 2 hours, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8701 |
Provides multi-provider image generation with automatic fallback across service…
|
C 68 5⁄5 | ||||||||
| 8702 |
memoryOSS
Claim
Persistent long-term memory for AI agents. Local proxy + MCP memory layer for C…
|
C 68 5⁄5 | ||||||||
| 8703 |
MCP server for data visualization with Mermaid charts.
|
C 68 5⁄4 | ||||||||
| 8704 |
Provides real-time access to Transport for London data, enabling users to check…
|
C 68 5⁄5 | ||||||||
| 8705 |
Track SpaceX’s latest and upcoming launches. Fetch company information to add c…
|
C 68 5⁄4 | ||||||||
| 8706 |
An MCP server that transforms SKILL.md files into executable tools for AI agent…
|
C 68 5⁄5 | ||||||||
| 8707 |
The Waldur MCP Server facilitates interaction with Waldur instances via MCP, al…
|
C 68 5⁄5 | ||||||||
| 8708 |
A TypeScript MCP server for Home Assistant, enabling programmatic management of…
|
C 68 6⁄6 | ||||||||
| 8709 |
Bridge the gap between AI coding assistants and Dart/Flutter development workfl…
|
C 68 5⁄5 | ||||||||
| 8710 |
An MCP server that provides tools for reading, writing, and manipulating PDF fi…
|
C 68 4⁄4 | ||||||||
| 8711 |
Coordinates specialized agents (Architecture, Quality, Cloud, Prompt) to plan, …
|
C 68 5⁄5 | ||||||||
| 8712 |
Enables interaction with Gradle projects through the Gradle Wrapper, allowing u…
|
C 68 5⁄4 | ||||||||
| 8713 |
MCP server that wraps OpenAI's image generation and editing APIs, enabling text…
|
C 68 5⁄4 | ||||||||
| 8714 |
ステラリスのmodding支援用MCPサーバーです。SteamCMD APIとGitHub APIを使用して、mod開発者に必要な最新情報を提供します。
|
C 68 5⁄5 | ||||||||
| 8715 |
A foundational template for building MCP servers in Python using Streamable HTT…
|
C 68 5⁄4 | ||||||||
| 8716 |
A Model Context Protocol server that wraps AutoIt functionality, enabling LLMs …
|
C 68 5⁄4 | ||||||||
| 8717 |
google-ads-mcp-server
Claim
MCP server acting as an interface to the Google Ads, enabling programmatic acce…
|
C 68 5⁄5 | ||||||||
| 8718 |
A Model Context Protocol (MCP) service that enables integration with Mantis Bug…
|
C 68 5⁄5 | ||||||||
| 8719 |
tech-collector-mcp
Claim
Aggregates technical articles from multiple sources (Qiita, Dev.to, NewsAPI, Ha…
|
C 68 5⁄5 | ||||||||
| 8720 |
Connects Claude Desktop to Google Calendar for local calendar management includ…
|
C 68 5⁄4 | ||||||||
| 8721 |
An MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide w…
|
C 68 5⁄5 | ||||||||
| 8722 |
Enables AI-powered media manipulation including face swapping for videos and ph…
|
C 68 5⁄5 | ||||||||
| 8723 |
Provides professional Chinese astrology calculations including Four Pillars, Fi…
|
C 68 5⁄5 | ||||||||
| 8724 |
A Model Context Protocol (MCP) server for Cursor IDE that simplifies the instal…
|
C 68 5⁄5 | ||||||||
| 8725 |
Enables comprehensive travel planning by integrating Google Travel Services and…
|
C 68 5⁄5 | ||||||||
| 8726 |
An MCP server designed to manage meeting room reservations on the Boma platform…
|
C 68 5⁄5 | ||||||||
| 8727 |
A Model Context Protocol (MCP) server that implements AI-First Development fram…
|
C 68 5⁄5 | ||||||||
| 8728 |
Fetch MCP
Claim
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
|
C 68 5⁄4 | ||||||||
| 8729 |
Provides comprehensive access to Strava API for marathon training and race anal…
|
C 68 5⁄5 | ||||||||
| 8730 |
An integration tool that allows users to fetch weather alerts/forecasts from th…
|
C 68 5⁄5 | ||||||||
| 8731 |
An MCP server for interacting with SQL Server databases that enables schema ins…
|
C 68 5⁄5 | ||||||||
| 8732 |
Provides access to live SpaceX data including latest launches, upcoming launche…
|
C 68 5⁄5 | ||||||||
| 8733 |
Advanced Model Context Protocol server that integrates Gemini AI with Tailwind …
|
C 68 5⁄5 | ||||||||
| 8734 |
Provides access to comprehensive Chinese and multilingual Bible study resources…
|
C 68 5⁄5 | ||||||||
| 8735 |
A Model Context Protocol server that provides Azure Java SDK documentation to A…
|
C 68 5⁄5 | ||||||||
| 8736 |
Stackbilder MCP Gateway
Claim
Image generation, Cloudflare Worker scaffolding, C-level agent reasoning, and b…
|
C 68 5⁄5 | ||||||||
| 8737 |
JMAP MCP Server
|
C 68 5⁄5 | ||||||||
| 8738 |
Enables vulnerability analysis by querying CVE data through the CIRCL API and p…
|
C 68 5⁄5 | ||||||||
| 8739 |
Magic: The Gathering card search, combo lookup, draft analytics, and Commander …
|
C 68 5⁄5 | ||||||||
| 8740 |
Transforms idle LAN machines into a unified compute cluster for AI agents to of…
|
C 68 5⁄4 | ||||||||
| 8741 |
An MCP server that fetches jokes from various APIs (Chuck Norris, Dad jokes, an…
|
C 68 5⁄4 | ||||||||
| 8742 |
Enables comprehensive analysis of JavaScript/TypeScript project testing setups …
|
C 68 5⁄5 | ||||||||
| 8743 |
A minimal MCP server demonstrating how to build ChatGPT-compatible applications…
|
C 68 5⁄5 | ||||||||
| 8744 |
A starter project for quickly building Model Context Protocol servers using Typ…
|
C 68 5⁄5 | ||||||||
| 8745 |
Provides tools to search and retrieve Google Gemini API documentation with full…
|
C 68 5⁄4 | ||||||||
| 8746 |
Enables interaction with Fider customer feedback platforms, supporting post man…
|
C 68 5⁄5 | ||||||||
| 8747 |
MCP Resume Chat Server
Claim
Enables AI-powered conversations about resume/CV content and email notification…
|
C 68 5⁄5 | ||||||||
| 8748 |
Provides basic mathematical operations including arithmetic, square root, and n…
|
C 68 5⁄5 | ||||||||
| 8749 |
Enables interaction with CubeCobra's API to access and manage Magic: The Gather…
|
C 68 5⁄5 | ||||||||
| 8750 |
api-test-mcp
Claim
api-test-mcp
|
C 68 5⁄5 | ||||||||