MCP Server Quality Scores
Independent quality analysis of 33692 public MCP servers
Last updated 2 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11851 |
Enables AI agents to interact with Apache Kafka through natural language, suppo…
|
C 62 5⁄5 | ||||||||
| 11852 |
Enables domain availability checking through dual verification using WHOIS look…
|
C 62 5⁄5 | ||||||||
| 11853 |
Allows AI assistants to access prompts from promptz.dev API without copy-pastin…
|
C 62 6⁄6 | ||||||||
| 11854 |
Bridges AI language models with Penpot design platform, enabling AI assistants …
|
C 62 5⁄5 | ||||||||
| 11855 |
A template for deploying a remote Model Context Protocol server on Cloudflare W…
|
C 62 5⁄5 | ||||||||
| 11856 |
Weather MCP Server
Claim
Provides current weather data and city comparisons for any location with suppor…
|
C 62 5⁄5 | ||||||||
| 11857 |
An MCP server that enables AI assistants to send native macOS notifications wit…
|
C 62 5⁄5 | ||||||||
| 11858 |
Rini MCP Server
Claim
A collection of custom MCP servers providing various AI-powered capabilities in…
|
C 62 5⁄4 | ||||||||
| 11859 |
Monitor and analyze PostgreSQL databases with natural-language queries. Diagnos…
|
C 62 6⁄4 | ||||||||
| 11860 |
A serverless MCP implementation on Cloudflare Workers that allows connecting AI…
|
C 62 5⁄5 | ||||||||
| 11861 |
Excel MCP Server
Claim
Enables AI-powered employee data management in Excel files, automatically class…
|
C 62 5⁄4 | ||||||||
| 11862 |
CarbonOracle
Claim
CO2 & Climate Intelligence MCP — live EU ETS carbon price, real-time grid carbo…
|
C 62 5⁄5 | ||||||||
| 11863 |
An MCP server that generates images of random dogs from the Dog CEO API with 'L…
|
C 62 5⁄4 | ||||||||
| 11864 |
Converts Markdown files into professional diagrams such as flowcharts, mind map…
|
C 62 5⁄4 | ||||||||
| 11865 |
A Model Context Protocol server that provides intelligent hashcat integration f…
|
C 62 5⁄4 | ||||||||
| 11866 |
Connects AI assistants to a Kali Linux terminal for executing security tools, m…
|
C 62 5⁄5 | ||||||||
| 11867 |
MCP Server
Claim
A minimal Python-based server that provides real-time weather data and a safe m…
|
C 62 5⁄5 | ||||||||
| 11868 |
MCP server for read-only Linux system administration, diagnostics, and troubles…
|
C 62 6⁄4 | ||||||||
| 11869 |
Enables users to interact with Washington DC Metro (WMATA) transit system throu…
|
C 62 6⁄6 | ||||||||
| 11870 |
A lightweight server that provides real-time system information including CPU, …
|
C 62 5⁄4 | ||||||||
| 11871 |
Enables AI models to control and query smart home devices (air conditioners, li…
|
C 62 5⁄5 | ||||||||
| 11872 |
A Model Context Protocol (MCP) server that provides access to Crunchbase data f…
|
C 62 6⁄6 | ||||||||
| 11873 |
A Model Context Protocol server that enables LLMs to fetch and process web cont…
|
C 62 5⁄5 | ||||||||
| 11874 |
Yahoo Fantasy Football MCP server for Claude Desktop - Advanced lineup optimiza…
|
C 62 6⁄4 | ||||||||
| 11875 |
A Model Context Protocol server that enables AI agents to interact with local L…
|
C 62 5⁄4 | ||||||||
| 11876 |
Provides access to Homello platform product documentation and configuration met…
|
C 62 5⁄5 | ||||||||
| 11877 |
A deployable Model Context Protocol server on Cloudflare Workers that allows LL…
|
C 62 5⁄5 | ||||||||
| 11878 |
MCP Server
Claim
A configurable server implementation that provides MCP (Model-Controller-Protoc…
|
C 62 5⁄5 | ||||||||
| 11879 |
An authless Cloudflare Workers server that provides tools to scrape, analyze, a…
|
C 62 5⁄5 | ||||||||
| 11880 |
Django Firebase MCP
Claim
A Django app that implements Firebase Model Context Protocol server, enabling A…
|
C 62 5⁄5 | ||||||||
| 11881 |
A deployable Model Context Protocol server on Cloudflare Workers that enables A…
|
C 62 5⁄5 | ||||||||
| 11882 |
A Model Context Protocol server that allows Large Language Models like Claude t…
|
C 62 5⁄5 | ||||||||
| 11883 |
Provides AI assistants with structured access to an organization's engineering …
|
C 62 5⁄4 | ||||||||
| 11884 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
|
C 62 5⁄5 | ||||||||
| 11885 |
MCP server for PayFast — AI assistants interact with South Africa's payment gat…
|
C 62 6⁄4 | ||||||||
| 11886 |
Enables AI-powered threat intelligence analysis of IPs, domains, URLs, and file…
|
C 62 5⁄5 | ||||||||
| 11887 |
A Model Context Protocol server that enables creating, modifying, and validatin…
|
C 62 5⁄5 | ||||||||
| 11888 |
Execute commands in visible VSCode terminal tabs with output capture and sessio…
|
C 62 5⁄4 | ||||||||
| 11889 |
Wallet infrastructure for Ai agents. EVM + Solana. x402 payments. No KYC.
|
C 62 6⁄4 | ||||||||
| 11890 |
Exposes DICOM operations as tools for AI agents to interact with medical imagin…
|
C 62 5⁄5 | ||||||||
| 11891 |
AI agent toolkit for accessing and analyzing SEC EDGAR filing data. Build intel…
|
C 62 5⁄4 | ||||||||
| 11892 |
A Model Context Protocol server that enables AI models to interact with GitHub'…
|
C 62 5⁄5 | ||||||||
| 11893 |
Provides tools for generating optimized images via Google's Gemini model and fe…
|
C 62 5⁄5 | ||||||||
| 11894 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 62 5⁄5 | ||||||||
| 11895 |
A FastMCP server for natural language data analysis that allows users to load C…
|
C 62 5⁄4 | ||||||||
| 11896 |
Zuul CI — build failure analysis, log search, pipeline status, and job configur…
|
C 62 5⁄5 | ||||||||
| 11897 |
A Model Context Protocol server built with mcp-framework that allows users to i…
|
C 62 5⁄5 | ||||||||
| 11898 |
|
C 62 5⁄4 | ||||||||
| 11899 |
Enhances developer tasks by retrieving relevant context from project documentat…
|
C 62 5⁄5 | ||||||||
| 11900 |
An MCP server that powers AI agents with indexed blockchain data from The Graph.
|
C 62 5⁄5 | ||||||||