MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8701 |
A Model Context Protocol server that integrates with AWS CodePipeline, allowing…
|
C 68 5⁄5 | ||||||||
| 8702 |
Customer Reminder MCP
Claim
Enables automated customer reminder management by connecting to Google Sheets t…
|
C 68 5⁄5 | ||||||||
| 8703 |
MCP QuickJS Runner
Claim
Provides secure execution of arbitrary JavaScript code within a sandboxed Quick…
|
C 68 5⁄4 | ||||||||
| 8704 |
Provides deterministic, plain-English narratives explaining machine learning mo…
|
C 68 5⁄4 | ||||||||
| 8705 |
Provides LLMs with comprehensive knowledge about the V programming language, in…
|
C 68 5⁄4 | ||||||||
| 8706 |
Enables blockchain payment operations across multiple networks including Base, …
|
C 68 5⁄5 | ||||||||
| 8707 |
Automatically plays Subway Surfers gameplay in the background during coding ses…
|
C 68 5⁄4 | ||||||||
| 8708 |
A Model Context Protocol (MCP) service that enables integration with Mantis Bug…
|
C 68 5⁄5 | ||||||||
| 8709 |
YetiBrowser MCP
Claim
An open-source alternative to BrowserMCP that enables AI assistants to interact…
|
C 68 5⁄4 | ||||||||
| 8710 |
smart-search
Claim
A local-first MCP server that enables semantic search over PDF and DOCX documen…
|
C 68 5⁄4 | ||||||||
| 8711 |
Enables AI assistants to interact with New Relic monitoring and observability d…
|
C 68 5⁄5 | ||||||||
| 8712 |
rulego-server
Claim
A lightweight dependency-free workflow automation platform. Supports iPaaS, str…
|
C 68 5⁄4 | ||||||||
| 8713 |
Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municip…
|
C 68 6⁄6 | ||||||||
| 8714 |
Universal Microsoft Graph API gateway providing access to 1000+ endpoints for m…
|
C 68 5⁄5 | ||||||||
| 8715 |
A Model Context Protocol server that enables users to interact with Polygon.io …
|
C 68 5⁄5 | ||||||||
| 8716 |
MCP server that wraps OpenAI's image generation and editing APIs, enabling text…
|
C 68 5⁄4 | ||||||||
| 8717 |
Provides a simple 'wait' tool that introduces deliberate pauses into workflows …
|
C 68 5⁄5 | ||||||||
| 8718 |
An MCP server for interacting with VictoriaMetrics database.
|
C 68 5⁄4 | ||||||||
| 8719 |
An MCP server that provides tools for interacting with Chrome through its DevTo…
|
C 68 5⁄5 | ||||||||
| 8720 |
Provide real-time cryptocurrency price data and market analysis.
|
C 68 6⁄6 | ||||||||
| 8721 |
An implementation of the Model Context Protocol for Django that enables AI agen…
|
C 68 5⁄5 | ||||||||
| 8722 |
estudIA-MCP
Claim
RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for …
|
C 68 5⁄5 | ||||||||
| 8723 |
Enables forensic analysis of Windows notification databases (wpndatabase.db) fr…
|
C 68 5⁄4 | ||||||||
| 8724 |
Enables AI assistants to execute Python, JavaScript, Bash, and Go code in blazi…
|
C 68 5⁄5 | ||||||||
| 8725 |
Enables AI agents to automate token swaps on Uniswap DEX across multiple blockc…
|
C 68 5⁄5 | ||||||||
| 8726 |
Enables comprehensive analysis of JavaScript/TypeScript project testing setups …
|
C 68 5⁄5 | ||||||||
| 8727 |
tech-collector-mcp
Claim
Aggregates technical articles from multiple sources (Qiita, Dev.to, NewsAPI, Ha…
|
C 68 5⁄5 | ||||||||
| 8728 |
Enables interaction with the DiSH room booking platform to search availability,…
|
C 68 5⁄4 | ||||||||
| 8729 |
A modular MCP server that enables interaction with multiple database types incl…
|
C 68 5⁄5 | ||||||||
| 8730 |
Enables natural language exploration of Azure environments by generating and ex…
|
C 68 5⁄5 | ||||||||
| 8731 |
🔐 Plug-and-play auth for Python MCP servers.
|
C 68 6⁄4 | ||||||||
| 8732 |
A full-stack template for building Model Context Protocol servers that expose t…
|
C 68 5⁄4 | ||||||||
| 8733 |
Provides real-time weather data and air quality information for geographic coor…
|
C 68 5⁄5 | ||||||||
| 8734 |
A Python-based MCP server that enables integration with Microsoft Security Copi…
|
C 68 5⁄5 | ||||||||
| 8735 |
A comprehensive template for building MCP servers that expose UI component regi…
|
C 68 5⁄5 | ||||||||
| 8736 |
Enables Trae IDE to parse and query Swagger/Knife4j API documentation by conver…
|
C 68 5⁄4 | ||||||||
| 8737 |
MCP Server for Telegram
|
C 68 5⁄5 | ||||||||
| 8738 |
Analyzes log files to identify root causes of project errors and generates deta…
|
C 68 5⁄4 | ||||||||
| 8739 |
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
|
C 68 5⁄5 | ||||||||
| 8740 |
Provides professional Chinese astrology calculations including Four Pillars, Fi…
|
C 68 5⁄5 | ||||||||
| 8741 |
An MCP server that enables AI models to generate precise geometric images by pr…
|
C 68 5⁄5 | ||||||||
| 8742 |
MCP server for data visualization with Mermaid charts.
|
C 68 5⁄4 | ||||||||
| 8743 |
Provides LLM access to Unicity gaming platform games through a payment-gated da…
|
C 68 5⁄5 | ||||||||
| 8744 |
MCP Web Chat
Claim
A server that enables WebChat functionality through MCP (Model-Control-Protocol…
|
C 68 5⁄4 | ||||||||
| 8745 |
An MCP server that enables users to generate structured XMind mind maps with hi…
|
C 68 5⁄4 | ||||||||
| 8746 |
US Weather MCP Server
Claim
Provides weather information for the United States through the Model Context Pr…
|
C 68 5⁄4 | ||||||||
| 8747 |
A Model Context Protocol server that integrates with Microsoft's Edit tool, all…
|
C 68 5⁄5 | ||||||||
| 8748 |
An implementation of the Model Context Protocol that provides AI clients with i…
|
C 68 5⁄5 | ||||||||
| 8749 |
Exposes the structure and documentation of the openreview-py library, enabling …
|
C 68 5⁄5 | ||||||||
| 8750 |
A Model Context Protocol server to run other MCP servers
|
C 68 5⁄4 | ||||||||