MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8501 |
A Model Context Protocol server that bridges MCP clients with local LLM service…
|
C 69 5⁄4 | ||||||||
| 8502 |
Provides access to cryptocurrency market data through the CoinCap API v3, enabl…
|
C 69 5⁄5 | ||||||||
| 8503 |
Enables loading and statistical analysis of .xlsx and .csv files with visualiza…
|
C 69 5⁄4 | ||||||||
| 8504 |
cryptodataapi-mcp
Claim
Real-time crypto market data for AI agents — market health scores, derivatives,…
|
C 69 5⁄5 | ||||||||
| 8505 |
A simple educational MCP server providing basic math operations, string manipul…
|
C 69 5⁄4 | ||||||||
| 8506 |
A Model Context Protocol server that facilitates seamless communication between…
|
C 69 5⁄5 | ||||||||
| 8507 |
Provides secure access to containerized build environments for software project…
|
C 69 5⁄5 | ||||||||
| 8508 |
An MCP server allowing AI assistants like Claude to execute read-only SQL queri…
|
C 69 5⁄5 | ||||||||
| 8509 |
A Model Context Protocol server for time manipulation tasks, enabling AI models…
|
C 69 5⁄4 | ||||||||
| 8510 |
Provides instant access to EMC emission limits, frequency allocations, restrict…
|
C 69 5⁄5 | ||||||||
| 8511 |
An MCP server that enables users to search for movie and TV show resources acro…
|
C 69 5⁄5 | ||||||||
| 8512 |
Enables retrieval of weather information for major cities across Japan using th…
|
C 69 5⁄5 | ||||||||
| 8513 |
Mermaid Chart MCP
Claim
A powerful Model Context Protocol server that automatically generates Mermaid d…
|
C 69 5⁄5 | ||||||||
| 8514 |
A server that exposes Pi-hole functionality as tools for AI assistants, allowin…
|
C 69 5⁄5 | ||||||||
| 8515 |
Connects AI assistants like Claude to Google Drive, enabling them to browse, re…
|
C 69 5⁄4 | ||||||||
| 8516 |
A Model Context Protocol server that provides a standardized interface for AI m…
|
C 69 5⁄5 | ||||||||
| 8517 |
Enables interaction with Google Cloud Platform services through gcloud CLI, sup…
|
C 69 5⁄5 | ||||||||
| 8518 |
Provides tools to query Dutch vehicle registration data through the official RD…
|
C 69 5⁄5 | ||||||||
| 8519 |
mcp-server-cloudbrowser
|
C 69 5⁄5 | ||||||||
| 8520 |
A service discovery and proxy for MCP servers that enables registration, discov…
|
C 69 5⁄5 | ||||||||
| 8521 |
An MCP server that provides standardized access to Pokemon data, allowing users…
|
C 69 5⁄5 | ||||||||
| 8522 |
A Model Context Protocol server that enables Claude Code to directly interact w…
|
C 69 5⁄5 | ||||||||
| 8523 |
A locally-run MCP server that enables downloading images, videos, and LivePhoto…
|
C 69 5⁄4 | ||||||||
| 8524 |
An MCP server that enables coding agents to execute and manage long-running she…
|
C 69 5⁄5 | ||||||||
| 8525 |
cubox-mcp
Claim
|
C 69 5⁄5 | ||||||||
| 8526 |
An MCP server providing complete access to the RequestRepo toolset for managing…
|
C 69 5⁄5 | ||||||||
| 8527 |
US Weather MCP Server
Claim
Provides weather information for the United States through the Model Context Pr…
|
C 68 5⁄4 | ||||||||
| 8528 |
Coolify MCP Server
Claim
Enables interaction with Coolify applications and resources through the Coolify…
|
C 68 5⁄5 | ||||||||
| 8529 |
This server provides a tool to generate unified diffs between two text strings,…
|
C 68 5⁄5 | ||||||||
| 8530 |
A Model Context Protocol server that connects Claude and other MCP clients to A…
|
C 68 5⁄5 | ||||||||
| 8531 |
Provides tools to search and retrieve Google Gemini API documentation with full…
|
C 68 5⁄4 | ||||||||
| 8532 |
LolByte MCP Server
Claim
Enables interaction with League of Legends game data through the Riot Games API…
|
C 68 5⁄5 | ||||||||
| 8533 |
A comprehensive template for building Model Context Protocol servers with FastM…
|
C 68 5⁄5 | ||||||||
| 8534 |
🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and i…
|
C 68 5⁄4 | ||||||||
| 8535 |
COA Goldfish MCP
Claim
A lightweight short-term memory MCP server that automatically stores and recall…
|
C 68 5⁄5 | ||||||||
| 8536 |
Weather MCP Server
Claim
A Model Context Protocol compatible server that provides weather information fo…
|
C 68 5⁄5 | ||||||||
| 8537 |
Alpha Vantage MCP Server
Claim
Provides access to Alpha Vantage stock price data (OHLCV) and financial news wi…
|
C 68 5⁄5 | ||||||||
| 8538 |
Search and retrieve academic papers directly from arXiv with advanced query cap…
|
C 68 5⁄5 | ||||||||
| 8539 |
A Model Context Protocol server enabling AI assistants to directly interact wit…
|
C 68 5⁄5 | ||||||||
| 8540 |
Magic: The Gathering card search, combo lookup, draft analytics, and Commander …
|
C 68 5⁄5 | ||||||||
| 8541 |
A comprehensive MCP server with 30+ custom tools organized into categories: dat…
|
C 68 5⁄4 | ||||||||
| 8542 |
Perplexity MCP Server
Claim
Exposes Perplexity AI's search capabilities to Claude, enabling real-time web s…
|
C 68 5⁄5 | ||||||||
| 8543 |
Enables image analysis using GLM-4.5V's vision capabilities from Z.AI. Supports…
|
C 68 5⁄4 | ||||||||
| 8544 |
Suncture Healthcare MCP provides a set of specialized healthcare tools that can…
|
C 68 5⁄5 | ||||||||
| 8545 |
MCP Resume Chat Server
Claim
Enables AI-powered conversations about resume/CV content and email notification…
|
C 68 5⁄5 | ||||||||
| 8546 |
Xcode Errors MCP Server
Claim
Bridges Xcode and Cursor to provide real-time access to build errors, warnings,…
|
C 68 5⁄4 | ||||||||
| 8547 |
An MCP server that enables AI models to generate precise geometric images by pr…
|
C 68 5⁄5 | ||||||||
| 8548 |
AI Content Creation Assistant for Korean creators - Trend analysis & SEO
|
C 68 5⁄5 | ||||||||
| 8549 |
Exposes tmux features to AI agents for managing sessions, windows, and panes wi…
|
C 68 5⁄4 | ||||||||
| 8550 |
A TypeScript-based MCP server that fetches real-time stock market data and comp…
|
C 68 5⁄5 | ||||||||