MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 4 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9051 |
Converts code into UML diagrams and flowcharts through static analysis, enablin…
|
C 68 5⁄5 | ||||||||
| 9052 |
A TypeScript server implementing the Model Context Protocol that enables AI age…
|
C 68 5⁄5 | ||||||||
| 9053 |
Provides code refactoring capabilities for TypeScript/JavaScript and Python thr…
|
C 68 5⁄5 | ||||||||
| 9054 |
Transforms CSV data into beautiful visualizations including line charts, bar gr…
|
C 68 5⁄5 | ||||||||
| 9055 |
MCP Web Fetch Server
Claim
Enables fetching content from any URL with support for different HTTP methods, …
|
C 68 5⁄5 | ||||||||
| 9056 |
Jina Web Search MCP
Claim
Enables web content retrieval and semantic search capabilities through the Jina…
|
C 68 5⁄5 | ||||||||
| 9057 |
Weather MCP Server
Claim
Provides weather information through the Model Context Protocol, fetching real-…
|
C 68 5⁄5 | ||||||||
| 9058 |
A Model Context Protocol server that integrates AI assistants with Mem0.ai's pe…
|
C 68 5⁄5 | ||||||||
| 9059 |
A personal memory system that provides AI assistants with long-term memory capa…
|
C 68 5⁄5 | ||||||||
| 9060 |
A Model Context Protocol server that provides Git version control operations as…
|
C 68 5⁄4 | ||||||||
| 9061 |
Enables fetching and processing web content by retrieving URLs and converting H…
|
C 68 5⁄5 | ||||||||
| 9062 |
A basic TypeScript starter template for building Model Context Protocol (MCP) s…
|
C 68 5⁄5 | ||||||||
| 9063 |
transition-mcp
Claim
AI-powered multisport coaching — workouts, training plans, and performance anal…
|
C 68 5⁄4 | ||||||||
| 9064 |
Enables AI models to search the web using DuckDuckGo, scrape webpage content in…
|
C 68 5⁄5 | ||||||||
| 9065 |
A Model Context Protocol (MCP) server that provides read-only TDengine database…
|
C 68 5⁄5 | ||||||||
| 9066 |
Enables safe file system operations including reading, writing, updating, and d…
|
C 68 5⁄4 | ||||||||
| 9067 |
MCP server for interacting with [YDB](https://ydb.tech) databases
|
C 68 5⁄5 | ||||||||
| 9068 |
An MCP server that enables the execution of arbitrary bash commands and returns…
|
C 68 5⁄5 | ||||||||
| 9069 |
A Model Context Protocol server that enables LLMs to interact with user and tas…
|
C 68 5⁄4 | ||||||||
| 9070 |
Enables AI assistants to execute Python, JavaScript, Bash, and Go code in blazi…
|
C 68 5⁄5 | ||||||||
| 9071 |
Notion Query MCP Server
Claim
Provides structured, SQL-style query access to Notion databases, allowing Claud…
|
C 68 5⁄5 | ||||||||
| 9072 |
Provides comprehensive access to ElevenLabs AI audio features including text-to…
|
C 68 5⁄5 | ||||||||
| 9073 |
Enables AI tools to analyze Java dependencies by scanning Maven projects, decom…
|
C 68 5⁄5 | ||||||||
| 9074 |
Enables interaction with Google Forms API to create forms, add questions, and r…
|
C 68 5⁄5 | ||||||||
| 9075 |
Provides an MCP-native operational interface for diagnostics, explainability, r…
|
C 68 5⁄4 | ||||||||
| 9076 |
websearch-mcp
Claim
Enables web searching via SearXNG, page content extraction with Crawl4AI, and i…
|
C 68 5⁄5 | ||||||||
| 9077 |
Enables downloading videos from platforms like YouTube and converting them to t…
|
C 68 5⁄4 | ||||||||
| 9078 |
An MCP server that transforms SKILL.md files into executable tools for AI agent…
|
C 68 5⁄5 | ||||||||
| 9079 |
Stackbilder MCP Gateway
Claim
Image generation, Cloudflare Worker scaffolding, C-level agent reasoning, and b…
|
C 68 5⁄5 | ||||||||
| 9080 |
A Model Context Protocol server that enables running and managing long-running …
|
C 68 5⁄5 | ||||||||
| 9081 |
Automates Java Maven testing workflows with decision table-based test generatio…
|
C 68 5⁄4 | ||||||||
| 9082 |
Helps AI agents read and write valid TEI XML. Element lookup, attribute resolut…
|
C 68 5⁄5 | ||||||||
| 9083 |
An MCP server designed to manage meeting room reservations on the Boma platform…
|
C 68 5⁄5 | ||||||||
| 9084 |
Provides comprehensive filesystem operations (read, write, list, create, delete…
|
C 68 5⁄5 | ||||||||
| 9085 |
Xcode Errors MCP Server
Claim
Bridges Xcode and Cursor to provide real-time access to build errors, warnings,…
|
C 68 5⁄4 | ||||||||
| 9086 |
An MCP server that enables AI agents to interact with the IOTA blockchain, supp…
|
C 68 5⁄4 | ||||||||
| 9087 |
Provides web search and content retrieval optimized for AI coding assistants, r…
|
C 68 5⁄4 | ||||||||
| 9088 |
A Model Context Protocol server that integrates with Tilt to provide programmat…
|
C 68 5⁄4 | ||||||||
| 9089 |
An MCP server for intelligent YouTube video analysis that provides token-optimi…
|
C 68 5⁄5 | ||||||||
| 9090 |
An MCP server that enables AI agents to retrieve and analyze error reports from…
|
C 68 5⁄5 | ||||||||
| 9091 |
A lightweight MCP for SonarQube reports
|
C 68 5⁄5 | ||||||||
| 9092 |
Provides semantic search over AWS Cloudscape Design System documentation using …
|
C 68 5⁄4 | ||||||||
| 9093 |
Provides access to comprehensive Chinese and multilingual Bible study resources…
|
C 68 5⁄5 | ||||||||
| 9094 |
Enables comprehensive PDF operations including text/image manipulation, annotat…
|
C 68 5⁄5 | ||||||||
| 9095 |
An advanced MCP server that provides stateful voice-controlled AGI capabilities…
|
C 68 5⁄4 | ||||||||
| 9096 |
rulego-server
Claim
A lightweight dependency-free workflow automation platform. Supports iPaaS, str…
|
C 68 5⁄4 | ||||||||
| 9097 |
A minimal MCP server implementation designed for learning how to integrate tool…
|
C 68 5⁄5 | ||||||||
| 9098 |
Goodday‑MCP is a lightweight Model Context Protocol (MCP) server designed to se…
|
C 68 5⁄5 | ||||||||
| 9099 |
Enables temperature conversion from Fahrenheit to Celsius through HTTP requests…
|
C 68 5⁄5 | ||||||||
| 9100 |
Enables AI-powered semantic search through Expo SDK documentation across multip…
|
C 68 6⁄6 | ||||||||