MCP Server Quality Scores
Independent quality analysis of 58295 public MCP servers
Last updated 1 hour, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7251 |
A Model Context Protocol server providing real-time stock data and options anal…
|
B 70 5⁄5 | ||||||||
| 7252 |
mcp-vitacore
Claim
A session memory consolidation and architectural oversight system that uses Gem…
|
B 70 5⁄5 | ||||||||
| 7253 |
MCP server for Blockchain Data. It provides access to Tatum's blockchain API ac…
|
B 70 5⁄5 | ||||||||
| 7254 |
Calculate the altitude, rise, and set times of celestial objects (Sun, Moon, pl…
|
B 70 5⁄5 | ||||||||
| 7255 |
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
|
B 70 5⁄5 | ||||||||
| 7256 |
A production-ready MCP server that enables users to interact with PostgreSQL da…
|
B 70 5⁄5 | ||||||||
| 7257 |
Provides persistent memory for Claude by implementing a local knowledge graph t…
|
B 70 5⁄4 | ||||||||
| 7258 |
A self-hosted MCP server that provides AI assistants with a shared, persistent …
|
B 70 5⁄4 | ||||||||
| 7259 |
A toolkit for managing Claude desktop app extension configurations, enabling fe…
|
B 70 5⁄5 | ||||||||
| 7260 |
Enables AI agents to retrieve real-time data on wallet DeFi positions, token ba…
|
B 70 5⁄5 | ||||||||
| 7261 |
Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON valida…
|
B 70 5⁄5 | ||||||||
| 7262 |
Enables optimization, conversion to WebP, and uploading of images to Vercel Blo…
|
B 70 5⁄5 | ||||||||
| 7263 |
MCP Tools
Claim
An MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Se…
|
B 70 5⁄5 | ||||||||
| 7264 |
A server that enables Claude Desktop users to access the Claude API directly, a…
|
B 70 5⁄4 | ||||||||
| 7265 |
A simple server that enables AI models to send WhatsApp messages via the Twilio…
|
B 70 5⁄5 | ||||||||
| 7266 |
Enables AI language models to interact with YouTube content through a standardi…
|
B 70 5⁄5 | ||||||||
| 7267 |
A graph-powered code intelligence engine that indexes codebases into a structur…
|
B 70 5⁄4 | ||||||||
| 7268 |
Rubber Duck MCP
Claim
Brings rubber duck debugging to AI-powered IDEs by providing a tool for articul…
|
B 70 5⁄4 | ||||||||
| 7269 |
Provides persistent memory and context continuity for AI agents using Zep's Gra…
|
B 70 5⁄5 | ||||||||
| 7270 |
Weather MCP Server
Claim
A JavaScript ES Modules server that provides weather information including aler…
|
B 70 5⁄5 | ||||||||
| 7271 |
An MCP server that enables searching YouTube and retrieving high-accuracy video…
|
B 70 4⁄4 | ||||||||
| 7272 |
Provides UK-centric date calculations including bank holiday integration, sprin…
|
B 70 5⁄5 | ||||||||
| 7273 |
A local Model Context Protocol server that allows LLMs to securely execute shel…
|
B 70 5⁄5 | ||||||||
| 7274 |
A comprehensive time and calendar utility server that provides timezone convers…
|
B 70 5⁄5 | ||||||||
| 7275 |
A production-ready template for building Model Context Protocol servers in Type…
|
B 70 5⁄4 | ||||||||
| 7276 |
|
B 70 5⁄4 | ||||||||
| 7277 |
A TypeScript-based MCP server that enables text-to-image generation using Cloud…
|
B 70 5⁄5 | ||||||||
| 7278 |
A minimal demonstration MCP server built with FastMCP that exposes a simple gre…
|
B 70 6⁄6 | ||||||||
| 7279 |
Enables molecular generation, optimization, and analysis through NVIDIA MolMIM …
|
B 70 5⁄5 | ||||||||
| 7280 |
Comprehensive Binance Futures trading MCP server with 41 professional trading t…
|
B 70 5⁄5 | ||||||||
| 7281 |
mcp-batchit
Claim
🚀 MCP aggregator for batching multiple tool calls into a single request. Reduce…
|
B 70 5⁄4 | ||||||||
| 7282 |
Provides guidance and tools for the AWS Cloud Development Kit, including infras…
|
B 70 5⁄5 | ||||||||
| 7283 |
MCP Sigmund
Claim
Enables AI assistants to analyze personal financial data from Open Banking sour…
|
B 70 5⁄5 | ||||||||
| 7284 |
Manage Garmin Connect workouts, including strength workouts with mapped exercis…
|
B 70 5⁄5 | ||||||||
| 7285 |
MCP server for Motor Current Signature Analysis — fault detection in electric m…
|
B 70 5⁄4 | ||||||||
| 7286 |
Facilitates interactive software development planning by managing tasks, tracki…
|
B 70 5⁄5 | ||||||||
| 7287 |
Connects AI assistants to Amazing Marvin for comprehensive task management, inc…
|
B 70 5⁄5 | ||||||||
| 7288 |
Supabase Admin
Claim
Manage Supabase projects end to end across database, auth, storage, and realtim…
|
B 70 5⁄4 | ||||||||
| 7289 |
Enables extraction of fully rendered web content from dynamic pages, SPAs, and …
|
B 70 5⁄5 | ||||||||
| 7290 |
An MCP server providing access to Hong Kong transportation data, including pass…
|
B 70 5⁄5 | ||||||||
| 7291 |
A framework for building interactive UI applications and React-based widgets fo…
|
B 70 5⁄5 | ||||||||
| 7292 |
A Model-Context-Protocol server enabling users to perform basic operations on S…
|
B 70 5⁄5 | ||||||||
| 7293 |
Enables AI assistants to manage Optimizely DXP deployments through natural lang…
|
B 70 5⁄5 | ||||||||
| 7294 |
A Model Context Provider (MCP) server that exposes your automated API tools to …
|
B 70 5⁄5 | ||||||||
| 7295 |
A client-server browser automation solution that reduces HTML token usage by up…
|
B 70 5⁄5 | ||||||||
| 7296 |
A Model Context Protocol server that provides access to property data, address …
|
B 70 5⁄5 | ||||||||
| 7297 |
HopperPyMCP
Claim
A FastMCP server plugin for the Hopper disassembler that enables AI assistants …
|
B 70 5⁄4 | ||||||||
| 7298 |
Creates compact skeleton representations of large JSON files by preserving stru…
|
B 70 5⁄5 | ||||||||
| 7299 |
MCP server for Voximplant API enabling calls, SMS, recordings, scenarios, and r…
|
B 70 4⁄4 | ||||||||
| 7300 |
Coinmarket API integration to fetch cryptocurrency listings and quotes
|
B 70 5⁄5 | ||||||||