MCP Server Quality Scores
Independent quality analysis of 57597 public MCP servers
Last updated 1 hour, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15701 |
🎨 AI-powered UI/UX design intelligence - 1519+ curated design resources through…
|
F 30 5⁄4 | ||||||||
| 15702 |
|
F 30 5⁄4 | ||||||||
| 15703 |
A secure, tunnel-native database bridge for AI agents. Connects localhost & on-…
|
F 30 5⁄5 | ||||||||
| 15704 |
Enhance your applications with intelligent context-aware capabilities. Leverage…
|
F 30 5⁄4 | ||||||||
| 15705 |
A Model Context Protocol server that provides tools for code modification and g…
|
F 30 5⁄5 | ||||||||
| 15706 |
Search and retrieve news articles and trending keywords from Google News and Go…
|
F 30 5⁄5 | ||||||||
| 15707 |
AI-powered circuit design through simulation — an MCP server that gives languag…
|
F 30 5⁄4 | ||||||||
| 15708 |
Enables text-to-image generation, style transfer, background removal, and autom…
|
F 30 5⁄5 | ||||||||
| 15709 |
A ModelContextProtocol server providing high-quality translation services with …
|
F 30 5⁄5 | ||||||||
| 15710 |
MCP server that helps AI models understand Vite/Nuxt applications better, avail…
|
F 30 5⁄4 | ||||||||
| 15711 |
Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also inclu…
|
F 30 5⁄4 | ||||||||
| 15712 |
Interfaces with the Perplexity AI API to provide advanced question answering ca…
|
F 30 5⁄5 | ||||||||
| 15713 |
An MCP server that parses Douyin share links and performs intelligent content a…
|
F 30 5⁄5 | ||||||||
| 15714 |
Enables AI-powered payment management for Bayarcash, allowing users to create p…
|
F 30 5⁄5 | ||||||||
| 15715 |
Enables access to StealthMole's threat intelligence API for searching and monit…
|
F 30 6⁄6 | ||||||||
| 15716 |
Provides access to Indian healthcare knowledge bases including 500,000+ branded…
|
F 30 5⁄5 | ||||||||
| 15717 |
Provides pre-defined prompt templates for AI assistants to generate comprehensi…
|
F 30 5⁄5 | ||||||||
| 15718 |
Provides software development planning tools to help users create implementatio…
|
F 30 5⁄5 | ||||||||
| 15719 |
Enables conversational interaction with Odoo to manage timesheets, expenses, co…
|
F 30 5⁄5 | ||||||||
| 15720 |
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
F 30 5⁄4 | ||||||||
| 15721 |
Built as a Model Context Protocol (MCP) server that provides advanced web searc…
|
F 30 5⁄5 | ||||||||
| 15722 |
Enables AI assistants like Claude to run backtests, fetch market data, list str…
|
F 30 5⁄4 | ||||||||
| 15723 |
Provide academic paper search capabilities by querying Google Scholar through a…
|
F 30 6⁄6 | ||||||||
| 15724 |
Enables management of insurance claims, inspections, and contractors through in…
|
F 30 5⁄4 | ||||||||
| 15725 |
Greet anyone by name with a friendly hello. Explore the origin of 'Hello, World…
|
F 30 6⁄6 | ||||||||
| 15726 |
Generates 'Kotonoha Sisters Explainer' style scenarios for the exia novel game …
|
F 30 5⁄5 | ||||||||
| 15727 |
Aggregates multiple MCP servers into a single gateway with unified top-level to…
|
F 30 5⁄5 | ||||||||
| 15728 |
Provides intelligent access to OPTA football API documentation with automatic a…
|
F 30 5⁄5 | ||||||||
| 15729 |
Analyzes codebases to suggest relevant learning projects and generate interacti…
|
F 30 5⁄5 | ||||||||
| 15730 |
A custom Model Context Protocol server that provides real-time financial analys…
|
F 30 5⁄5 | ||||||||
| 15731 |
A MCP Server that allows AI such as Claude to read from the directory structure…
|
F 30 5⁄4 | ||||||||
| 15732 |
Provides comprehensive React Native development assistance with expert-level au…
|
F 30 5⁄5 | ||||||||
| 15733 |
A framework for extending AI capabilities through remote control, calculations,…
|
F 30 5⁄5 | ||||||||
| 15734 |
[MCP Server] The Security Agent for AI assisted coding
|
F 30 5⁄4 | ||||||||
| 15735 |
Enables AI agents to perform secure Salesforce Lead management operations inclu…
|
F 30 5⁄5 | ||||||||
| 15736 |
AI search optimization analysis with actionable findings and gap analysis
|
F 30 5⁄4 | ||||||||
| 15737 |
Bridges locally installed Raycast extensions to any MCP-compatible client via s…
|
F 30 5⁄5 | ||||||||
| 15738 |
Enables Claude to interact with Things 3 on macOS, allowing users to create, up…
|
F 30 5⁄4 | ||||||||
| 15739 |
Provides tools and resources to detect AI-generated writing patterns and refine…
|
F 30 5⁄4 | ||||||||
| 15740 |
Provides AI assistants with live access to a Gerbil Scheme environment to evalu…
|
F 30 5⁄4 | ||||||||
| 15741 |
A Model Context Protocol server that provides Retrieval-Augmented Generation ca…
|
F 30 5⁄5 | ||||||||
| 15742 |
A self-hosted MCP server that crawls, indexes, and searches documentation from …
|
F 30 5⁄4 | ||||||||
| 15743 |
Facilitates interaction with a local MySQL database via a RESTful API, supporti…
|
F 30 5⁄4 | ||||||||
| 15744 |
Explore your local files with fast glob matching and text search. Find files ac…
|
F 30 5⁄4 | ||||||||
| 15745 |
AI-powered Git workflow intelligence — 10 tools for commit messages, branch nam…
|
F 30 5⁄4 | ||||||||
| 15746 |
A tool that integrates process mining capabilities with Claude AI, allowing use…
|
F 30 5⁄4 | ||||||||
| 15747 |
A lightweight Python-based server designed to run, manage and create CrewAI wor…
|
F 30 5⁄4 | ||||||||
| 15748 |
The server facilitates access to Julia documentation and source code through Cl…
|
F 30 5⁄5 | ||||||||
| 15749 |
MCP server that fetches YouTube video transcripts and optionally summarizes the…
|
F 30 5⁄4 | ||||||||
| 15750 |
A lightweight, extensible cybersecurity toolkit that connects AI assistants to …
|
F 30 5⁄5 | ||||||||