MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8651 |
rulego-server
Claim
A lightweight dependency-free workflow automation platform. Supports iPaaS, str…
|
C 68 5⁄4 | ||||||||
| 8652 |
An implementation of the Model Context Protocol for Django that enables AI agen…
|
C 68 5⁄5 | ||||||||
| 8653 |
Enables interaction with the Tandoor Recipe Manager via the Model Context Proto…
|
C 68 5⁄5 | ||||||||
| 8654 |
estudIA-MCP
Claim
RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for …
|
C 68 5⁄5 | ||||||||
| 8655 |
Windows MCP Server
Claim
Enables comprehensive Windows desktop automation including screen capture, OCR …
|
C 68 5⁄4 | ||||||||
| 8656 |
MCP Tool Server
Claim
Provides real-world tools for weather data, stock market information, and inter…
|
C 68 5⁄5 | ||||||||
| 8657 |
A Model Context Protocol server that integrates with AWS CodePipeline, allowing…
|
C 68 5⁄5 | ||||||||
| 8658 |
Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequ…
|
C 68 5⁄5 | ||||||||
| 8659 |
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
|
C 68 5⁄5 | ||||||||
| 8660 |
MCP Server for Telegram
|
C 68 5⁄5 | ||||||||
| 8661 |
OCI MCP Server
Claim
Enables interaction with Oracle Cloud Infrastructure services through a unified…
|
C 68 5⁄5 | ||||||||
| 8662 |
A Python-based MCP server that enables integration with Microsoft Security Copi…
|
C 68 5⁄5 | ||||||||
| 8663 |
unreal-mcp
Claim
Enables Claude Desktop to interact with Unreal Engine 5.3 via Remote Control AP…
|
C 68 5⁄4 | ||||||||
| 8664 |
Enables comprehensive travel planning by integrating Google Travel Services and…
|
C 68 5⁄5 | ||||||||
| 8665 |
A Model Context Protocol server that enables IDEs like Cursor and Windsurf to a…
|
C 68 5⁄5 | ||||||||
| 8666 |
Analyzes local Git repositories to provide detailed insights into commit statis…
|
C 68 5⁄4 | ||||||||
| 8667 |
Provides professional Chinese astrology calculations including Four Pillars, Fi…
|
C 68 5⁄5 | ||||||||
| 8668 |
A Model Context Protocol server that enables standardized interaction with Azur…
|
C 68 5⁄5 | ||||||||
| 8669 |
An MCP server for searching your personal WhatsApp messages, contacts and sendi…
|
C 68 5⁄4 | ||||||||
| 8670 |
Provides access to comprehensive Chinese and multilingual Bible study resources…
|
C 68 5⁄5 | ||||||||
| 8671 |
An MCP server that provides easy setup and configuration for multiple AI develo…
|
C 68 5⁄4 | ||||||||
| 8672 |
Enables comprehensive PDF operations including text/image manipulation, annotat…
|
C 68 5⁄5 | ||||||||
| 8673 |
Enables discovery and submission of AI community events, hackathons, and meetup…
|
C 68 5⁄5 | ||||||||
| 8674 |
Enables real-time weather queries for cities worldwide using Open-Meteo API. Pr…
|
C 68 5⁄5 | ||||||||
| 8675 |
|
C 68 5⁄5 | ||||||||
| 8676 |
MaxMSP-MCP-Server
Claim
A coding agent for Max (Max/MSP/Jitter), which is a visual programming language…
|
C 68 5⁄4 | ||||||||
| 8677 |
Provides tools to search and retrieve Google Gemini API documentation with full…
|
C 68 5⁄4 | ||||||||
| 8678 |
Enables safe, concurrent file system operations with sandboxed directory access…
|
C 68 5⁄4 | ||||||||
| 8679 |
ComfyUI MCP Server
Claim
Enables orchestration of ComfyUI workflows through natural language by discover…
|
C 68 5⁄5 | ||||||||
| 8680 |
An MCP server that enables users to search for government grants based on keywo…
|
C 68 5⁄5 | ||||||||
| 8681 |
Provides multi-provider image generation with automatic fallback across service…
|
C 68 5⁄5 | ||||||||
| 8682 |
Enables text-to-image generation through the ModelScope platform using the Qwen…
|
C 68 5⁄5 | ||||||||
| 8683 |
An MCP server that enables users to generate structured XMind mind maps with hi…
|
C 68 5⁄4 | ||||||||
| 8684 |
Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances to…
|
C 68 5⁄5 | ||||||||
| 8685 |
MCP Web Chat
Claim
A server that enables WebChat functionality through MCP (Model-Control-Protocol…
|
C 68 5⁄4 | ||||||||
| 8686 |
Exposes the structure and documentation of the openreview-py library, enabling …
|
C 68 5⁄5 | ||||||||
| 8687 |
Analyzes log files to identify root causes of project errors and generates deta…
|
C 68 5⁄4 | ||||||||
| 8688 |
tech-collector-mcp
Claim
Aggregates technical articles from multiple sources (Qiita, Dev.to, NewsAPI, Ha…
|
C 68 5⁄5 | ||||||||
| 8689 |
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore di…
|
C 68 5⁄5 | ||||||||
| 8690 |
An MCP server for interacting with VictoriaMetrics database.
|
C 68 5⁄4 | ||||||||
| 8691 |
Enables AI assistants to interact with New Relic monitoring and observability d…
|
C 68 5⁄5 | ||||||||
| 8692 |
An MCP server that provides access to project files and their contents, allowin…
|
C 68 5⁄4 | ||||||||
| 8693 |
YetiBrowser MCP
Claim
An open-source alternative to BrowserMCP that enables AI assistants to interact…
|
C 68 5⁄4 | ||||||||
| 8694 |
A Model Context Protocol server that connects Claude and other AI assistants to…
|
C 68 5⁄5 | ||||||||
| 8695 |
MCP server for data visualization with Mermaid charts.
|
C 68 5⁄4 | ||||||||
| 8696 |
An MCP server that enables AI models to generate precise geometric images by pr…
|
C 68 5⁄5 | ||||||||
| 8697 |
ADM1 MCP Server
Claim
Enables natural language control of anaerobic digestion modeling using the inte…
|
C 68 5⁄5 | ||||||||
| 8698 |
Enables AI agents to interact with terminal-based TUI applications by capturing…
|
C 68 5⁄4 | ||||||||
| 8699 |
A Model Context Protocol server for querying large JSON files using JSONPath ex…
|
C 68 5⁄5 | ||||||||
| 8700 |
LolByte MCP Server
Claim
Enables interaction with League of Legends game data through the Riot Games API…
|
C 68 5⁄5 | ||||||||