MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9901 |
A connector that gives Claude direct access to MySQL databases through the Mode…
|
C 66 5⁄5 | ||||||||
| 9902 |
A Model Context Protocol server for Marketing Connect AI integrations that prov…
|
C 66 5⁄5 | ||||||||
| 9903 |
Provides real-time NOAA space weather data (solar flares, Kp index, solar wind)…
|
C 66 5⁄5 | ||||||||
| 9904 |
Enables persistent storage and retrieval of decisions, settings, and operationa…
|
C 66 5⁄5 | ||||||||
| 9905 |
Me-MCP
Claim
A personal MCP Server that allows AI agents to retrieve your resume and contact…
|
C 66 5⁄5 | ||||||||
| 9906 |
A Model Context Protocol (MCP) server for generating a beautiful interactive mi…
|
C 66 5⁄4 | ||||||||
| 9907 |
An MCP server for HF radio propagation analytics using the IONIS dataset collec…
|
C 66 5⁄4 | ||||||||
| 9908 |
A Model Context Protocol server that enables integration with GitHub Actions, a…
|
C 66 5⁄5 | ||||||||
| 9909 |
MCP server that allows searching and retrieving book information from Aladin's …
|
C 66 5⁄5 | ||||||||
| 9910 |
Browser automation for MCP clients via Zen Browser. Parallel multi-tab, content…
|
C 66 5⁄4 | ||||||||
| 9911 |
A Model Context Protocol server that allows Claude to query the Untappd beer da…
|
C 66 5⁄4 | ||||||||
| 9912 |
Provides access to real-time and historical snow conditions, weather data, and …
|
C 66 5⁄5 | ||||||||
| 9913 |
freshrelease_py
Claim
|
C 66 5⁄4 | ||||||||
| 9914 |
Provides Python and FastAPI coding best practices with searchable guidelines, c…
|
C 66 5⁄5 | ||||||||
| 9915 |
A lightweight MCP server that tells you exactly who you are.
|
C 66 5⁄4 | ||||||||
| 9916 |
Lambda-MCP-Server
Claim
Creates a simple MCP tool server with "streaming" HTTP.
|
C 66 5⁄4 | ||||||||
| 9917 |
A Model Context Protocol server that enables Claude to execute SQL queries on S…
|
C 66 5⁄5 | ||||||||
| 9918 |
Enables AI assistants to access real-time US weather forecasts and alerts throu…
|
C 66 5⁄5 | ||||||||
| 9919 |
JFrog dummy MCP server
|
C 66 5⁄5 | ||||||||
| 9920 |
Enables execution of shell commands, directory navigation, and interactive prog…
|
C 66 5⁄4 | ||||||||
| 9921 |
Enables AI assistants to perform comprehensive Redis database operations includ…
|
C 66 5⁄5 | ||||||||
| 9922 |
A Model Context Protocol (MCP) server that enables LLM applications to perform …
|
C 66 5⁄5 | ||||||||
| 9923 |
MCP Job Search
Claim
Helps users find suitable LinkedIn job opportunities by automatically scraping …
|
C 66 5⁄5 | ||||||||
| 9924 |
Provides personalized Data Engineering learning updates by fetching recent news…
|
C 66 5⁄5 | ||||||||
| 9925 |
Generate visualizations from fetched data using the VegaLite format and rendere…
|
C 66 5⁄4 | ||||||||
| 9926 |
brainiall-mcp-server
Claim
AI-powered speech tools: pronunciation assessment with phoneme-level feedback, …
|
C 66 5⁄5 | ||||||||
| 9927 |
MCP server for the Waitlister API — manage waitlist subscribers through AI assi…
|
C 66 5⁄4 | ||||||||
| 9928 |
MCP Server for Facebook ADs Library - Get instant answers from FB's ad library
|
C 66 5⁄5 | ||||||||
| 9929 |
Enables users to query Kimchi Premium (KIMP) data for cryptocurrencies, showing…
|
C 66 5⁄5 | ||||||||
| 9930 |
A starter kit for quickly building Model Context Protocol (MCP) servers using t…
|
C 66 5⁄4 | ||||||||
| 9931 |
Provides AI models with real-time data about New England's power grid through a…
|
C 66 5⁄5 | ||||||||
| 9932 |
An integration that allows Cursor AI to generate images through the Draw Things…
|
C 66 5⁄4 | ||||||||
| 9933 |
An MCP server that enables connection to Microsoft SQL Server databases, provid…
|
C 66 5⁄5 | ||||||||
| 9934 |
Provides access to GrabMaps services (Places, Maps, Routes) through AWS Locatio…
|
C 66 6⁄6 | ||||||||
| 9935 |
An MCP server implementation that enables access to DexScreener API data, provi…
|
C 66 5⁄5 | ||||||||
| 9936 |
This MCP server connects clients with Shopify store data, enabling retrieval of…
|
C 66 5⁄5 | ||||||||
| 9937 |
Enables AI assistants to review GitLab merge requests by fetching changes, anal…
|
C 66 5⁄5 | ||||||||
| 9938 |
|
C 66 5⁄4 | ||||||||
| 9939 |
MCP server for managing i18n translations in Nuxt projects.
|
C 66 5⁄4 | ||||||||
| 9940 |
A standardized interface for agent-to-agent communication that enables composab…
|
C 66 5⁄5 | ||||||||
| 9941 |
A read-only Model Context Protocol server that enables LLMs to query Cisco Fire…
|
C 66 5⁄5 | ||||||||
| 9942 |
mcp-toolkittest
|
C 66 5⁄5 | ||||||||
| 9943 |
Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…
|
C 66 5⁄4 | ||||||||
| 9944 |
Enables academic literature management through PDF import, hybrid search, knowl…
|
C 66 5⁄5 | ||||||||
| 9945 |
A Node.js package and GitHub Action for evaluating MCP (Model Context Protocol)…
|
C 66 6⁄4 | ||||||||
| 9946 |
Run SOQL queries against your Salesforce org to retrieve records and insights. …
|
C 66 6⁄6 | ||||||||
| 9947 |
Provides access to Dune Analytics blockchain data through specialized tools for…
|
C 66 5⁄5 | ||||||||
| 9948 |
A Python-based MCP server that aggregates real-time trending topics and news fr…
|
C 66 5⁄5 | ||||||||
| 9949 |
Deterministic pre-execution safety certification for autonomous AI agents. Eval…
|
C 66 5⁄4 | ||||||||
| 9950 |
MCP server that provides comprehensive tools for managing [Higress](https://git…
|
C 66 5⁄4 | ||||||||