MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10601 |
An MCP server that enables highly personalized music recommendations from TIDAL…
|
C 65 5⁄5 | ||||||||
| 10602 |
Let the LLM's do the heavy work while creating and managing your Nextcloud Note…
|
C 65 5⁄4 | ||||||||
| 10603 |
Enables LLMs to interact with Oracle Databases by providing specific table and …
|
C 65 5⁄5 | ||||||||
| 10604 |
A powerful AI service platform that provides complete MCP tool calling capabili…
|
C 65 5⁄5 | ||||||||
| 10605 |
A secure vector-based memory server that provides persistent semantic memory fo…
|
C 65 5⁄4 | ||||||||
| 10606 |
A Server-Sent Events implementation using FastAPI framework that integrates Mod…
|
C 65 5⁄5 | ||||||||
| 10607 |
Enables comprehensive color manipulation, conversion between 22+ formats (HEX, …
|
C 65 5⁄5 | ||||||||
| 10608 |
Enables searching and analyzing Korean patents through the KIPRIS API using nat…
|
C 65 5⁄5 | ||||||||
| 10609 |
Provides real-time cryptocurrency market data and technical indicators (EMA, MA…
|
C 65 5⁄5 | ||||||||
| 10610 |
A lightweight Node.js-based MCP server that exposes custom tools via HTTP and S…
|
C 65 5⁄4 | ||||||||
| 10611 |
MCP server for tinify.ai image optimization. AI-powered upscaling, resizing/cro…
|
C 65 6⁄4 | ||||||||
| 10612 |
Provides stock market data and computes technical indicators like EMA, MACD, an…
|
C 65 5⁄5 | ||||||||
| 10613 |
Enables access to Yaizu City's open data and smart city APIs through Claude Des…
|
C 65 5⁄5 | ||||||||
| 10614 |
A starter template for building custom MCP servers that can integrate with Clau…
|
C 65 5⁄5 | ||||||||
| 10615 |
Provide up-to-date and historical Formula 1 race schedules for any specified ye…
|
C 65 5⁄4 | ||||||||
| 10616 |
A Model Context Protocol (MCP) server that provides seamless integration with t…
|
C 65 5⁄4 | ||||||||
| 10617 |
A serverless Model Context Protocol (MCP) implementation for Cloudflare Workers…
|
C 65 5⁄4 | ||||||||
| 10618 |
Create workflow, sequence, and architecture diagrams using FlowZap Code DSL. 7 …
|
C 65 6⁄6 | ||||||||
| 10619 |
Travel Agent MCP Server
Claim
Provides tools to fetch up-to-date visa and immigration information for various…
|
C 65 5⁄5 | ||||||||
| 10620 |
An MCP server to interact with Google Search Console and Bing Webmasters.
|
C 65 5⁄4 | ||||||||
| 10621 |
A comprehensive MCP server that provides Claude AI with full access to YouTube …
|
C 65 6⁄6 | ||||||||
| 10622 |
Enables AI clients to manage Hexo blogs by providing tools for article CRUD ope…
|
C 65 5⁄4 | ||||||||
| 10623 |
Enables managing school attendance records and interacting with GitHub reposito…
|
C 65 5⁄5 | ||||||||
| 10624 |
A Python-based MCP server that enables AI assistants to search for infographics…
|
C 65 5⁄5 | ||||||||
| 10625 |
A server that provides access to Mathematica documentation through FastMCP, ena…
|
C 65 5⁄4 | ||||||||
| 10626 |
Doorstop MCP
Claim
Enables interaction with the Doorstop requirements management framework, allowi…
|
C 65 5⁄4 | ||||||||
| 10627 |
SQL Query Optimizer
Claim
Analyzes SQL queries for performance issues, provides optimization suggestions …
|
C 65 5⁄5 | ||||||||
| 10628 |
Provides comprehensive data for A-shares, Hong Kong, and US stocks alongside cr…
|
C 65 5⁄5 | ||||||||
| 10629 |
Provides AI assistants with comprehensive access to Grafana's React component l…
|
C 65 6⁄6 | ||||||||
| 10630 |
A Model Context Protocol server that provides comprehensive tools for monitorin…
|
C 65 5⁄5 | ||||||||
| 10631 |
Provides structured access to actionable insights, frameworks, and leadership a…
|
C 65 5⁄4 | ||||||||
| 10632 |
Model Context Protocol (MCP) server for Databricks that empowers AI agents to a…
|
C 65 5⁄5 | ||||||||
| 10633 |
A Model Context Protocol server that enables natural language interaction with …
|
C 65 5⁄5 | ||||||||
| 10634 |
Enables control system analysis and testing through PID controller evaluation a…
|
C 65 5⁄5 | ||||||||
| 10635 |
A Model Context Protocol server implementation to query the NIST National Vulne…
|
C 65 5⁄5 | ||||||||
| 10636 |
Enables access to the Semantic Scholar Academic Graph API for searching and ret…
|
C 65 5⁄5 | ||||||||
| 10637 |
Enables users to preprocess, analyze, and visualize CSV data through comprehens…
|
C 65 5⁄4 | ||||||||
| 10638 |
About
An MCP server that resolves, analyzes, and contextualizes ENS domain acti…
|
C 65 5⁄5 | ||||||||
| 10639 |
Enables Claude to search and analyze Obsidian vault content using ripgrep with …
|
C 65 5⁄4 | ||||||||
| 10640 |
Container MCP Server
Claim
Enables weather lookups, mathematical calculations, and context-aware operation…
|
C 65 5⁄5 | ||||||||
| 10641 |
tradingview-mcp
Claim
AI-powered trading toolkit with backtesting, live sentiment, Yahoo Finance data…
|
C 65 5⁄4 | ||||||||
| 10642 |
An MCP server that crawls and parses OpenAPI JSON or Swagger UI URLs to provide…
|
C 65 5⁄5 | ||||||||
| 10643 |
MCP Hybrid Forecasting
Claim
Enables algorithmic stock trading analysis by combining ARIMA, ARIMA-GARCH, and…
|
C 65 5⁄5 | ||||||||
| 10644 |
A MCP server for Joplin note-taking application that enables interaction with J…
|
C 65 5⁄4 | ||||||||
| 10645 |
Enables AI models to interact programmatically with Dokploy servers to manage p…
|
C 65 5⁄5 | ||||||||
| 10646 |
Tigris MCP Server
|
C 65 6⁄6 | ||||||||
| 10647 |
Automates the evaluation of GitHub hackathon submissions by providing tools to …
|
C 65 5⁄4 | ||||||||
| 10648 |
BlobGuard MCP
Claim
A lightweight, multi-tenant blob storage and diff server that helps LLM coding …
|
C 65 5⁄5 | ||||||||
| 10649 |
A Model Context Protocol server that exposes over 200+ APIs from API.market as …
|
C 65 5⁄5 | ||||||||
| 10650 |
An Model Context Protocol server that enables LLMs to autonomously reverse engi…
|
C 65 5⁄4 | ||||||||