MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15651 |
A Node.js MCP server that acts as a communication bridge for the HandsAI Java a…
|
F 30 5⁄4 | ||||||||
| 15652 |
An MCP server that enables integration with SonarQube Server or Cloud for code …
|
F 30 6⁄4 | ||||||||
| 15653 |
Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by expo…
|
F 30 5⁄5 | ||||||||
| 15654 |
Universal MCP server that transforms any CLI tool into an MCP server. Works wit…
|
F 30 5⁄4 | ||||||||
| 15655 |
An MCP server that integrates Alibaba Cloud DashScope's FLUX model to provide A…
|
F 30 5⁄5 | ||||||||
| 15656 |
Integrates with the AgentCraft framework to enable secure communication and dat…
|
F 30 5⁄4 | ||||||||
| 15657 |
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
|
F 30 5⁄4 | ||||||||
| 15658 |
Enable natural language interactions with CircleCI functionality through MCP-en…
|
F 30 5⁄5 | ||||||||
| 15659 |
A declarative framework that manages LLM resources, prompts, and tools through …
|
F 30 5⁄5 | ||||||||
| 15660 |
MCP server that provides browser automation capabilities through a Chrome exten…
|
F 30 5⁄4 | ||||||||
| 15661 |
This MCP server provides access to the Test mcp server Traia API, enabling AI a…
|
F 30 5⁄5 | ||||||||
| 15662 |
A FastMCP-based server that supports SSE real-time event streaming and tool cal…
|
F 30 5⁄4 | ||||||||
| 15663 |
Connects LLMs to the Fantasy Premier League API for intelligent team management…
|
F 30 5⁄5 | ||||||||
| 15664 |
IBM watsonx.ai MCP server for Claude integration
|
F 30 5⁄5 | ||||||||
| 15665 |
An MCP server that allows a planning agent to delegate tasks to executor agents…
|
F 30 5⁄5 | ||||||||
| 15666 |
A security wrapper for MCP servers that provides trust-on-first-use pinning, gu…
|
F 30 5⁄5 | ||||||||
| 15667 |
Enables AI models to interactively prompt users for input or clarification dire…
|
F 30 5⁄5 | ||||||||
| 15668 |
Enables AI assistants to search, understand, and retrieve UI components from ui…
|
F 30 5⁄4 | ||||||||
| 15669 |
Enables comprehensive product management for e-commerce with CRUD operations, A…
|
F 30 5⁄5 | ||||||||
| 15670 |
Enables LLMs to organize and manage Windows file systems with intelligent file …
|
F 30 5⁄4 | ||||||||
| 15671 |
Provides AI-driven PostgreSQL database management with secure OAuth 2.1 authent…
|
F 30 5⁄5 | ||||||||
| 15672 |
An MCP server implementing the Chain-of-Recursive-Thoughts (CoRT) methodology t…
|
F 30 5⁄5 | ||||||||
| 15673 |
A lightweight and modular framework for building MCP-based file management syst…
|
F 30 5⁄5 | ||||||||
| 15674 |
Provides web crawling and browser automation capabilities with support for mult…
|
F 30 5⁄4 | ||||||||
| 15675 |
An MCP server that converts Markdown files containing Mermaid diagrams into PDF…
|
F 30 5⁄4 | ||||||||
| 15676 |
A demonstration MCP server built with TypeScript and Bun that implements a clas…
|
F 30 5⁄5 | ||||||||
| 15677 |
Enables AI agents to create, modify, and manage Figma designs through natural l…
|
F 30 5⁄5 | ||||||||
| 15678 |
A Model Context Protocol server that provides programmatic access to the Window…
|
F 30 5⁄5 | ||||||||
| 15679 |
Generates AI-powered prompts for creating markdown slide presentations and save…
|
F 30 5⁄5 | ||||||||
| 15680 |
An automation toolkit that enables AI-driven content publishing and creator dat…
|
F 30 5⁄5 | ||||||||
| 15681 |
Connects QGIS to Claude AI through the Model Context Protocol, enabling AI-assi…
|
F 30 5⁄4 | ||||||||
| 15682 |
Amazon MCP server to search & buy products using the L402
|
F 30 5⁄4 | ||||||||
| 15683 |
Enables text-to-image generation, style transfer, background removal, and autom…
|
F 30 5⁄5 | ||||||||
| 15684 |
Accesses the doppelgangers.ai Social Media Context API to provide contextualize…
|
F 30 5⁄5 | ||||||||
| 15685 |
AI-powered design and management for Webflow Sites
|
F 30 6⁄6 | ||||||||
| 15686 |
A Model Context Protocol server utilizing Claude AI for generating intelligent …
|
F 30 5⁄5 | ||||||||
| 15687 |
Enables AI agents to query a local knowledge graph built from document collecti…
|
F 30 5⁄5 | ||||||||
| 15688 |
An entertainment recommender MCP server that integrates with TMDB to help agent…
|
F 30 5⁄5 | ||||||||
| 15689 |
A MCP server for LLDB enabling AI binary and core file analysis, debugging, dis…
|
F 30 5⁄4 | ||||||||
| 15690 |
Enable fast, free real-time web search and access premium data from trusted med…
|
F 30 5⁄5 | ||||||||
| 15691 |
Retrieves blog articles from an external API with metadata including titles, au…
|
F 30 5⁄5 | ||||||||
| 15692 |
Converts quantum circuits into ZX-diagrams using categorical quantum mechanics,…
|
F 30 5⁄4 | ||||||||
| 15693 |
Integrates with Dumpling AI to provide data scraping, content processing, knowl…
|
F 30 5⁄5 | ||||||||
| 15694 |
A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, a…
|
F 30 5⁄5 | ||||||||
| 15695 |
Production-ready NestJS boilerplate with JWT auth, PostgreSQL/Prisma, AWS S3/SE…
|
F 30 5⁄4 | ||||||||
| 15696 |
AI-native security toolkit — fray go target.com scans everything. 7,600+ payloa…
|
F 30 5⁄4 | ||||||||
| 15697 |
Automatically enhances user prompts by applying expert-level prompt engineering…
|
F 30 5⁄4 | ||||||||
| 15698 |
Pinecone integration with vector search capabilities
|
F 30 5⁄5 | ||||||||
| 15699 |
MCP server for a queryable database for aging and longevity research from the O…
|
F 30 5⁄5 | ||||||||
| 15700 |
Extracts watermark-free videos and images from Douyin (TikTok) and Xiaohongshu …
|
F 30 5⁄5 | ||||||||