MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9801 |
Enables aerodynamic analysis through XFOIL polar computations. Provides typed m…
|
C 66 5⁄5 | ||||||||
| 9802 |
Provides intelligent error detection and debugging capabilities across multiple…
|
C 66 5⁄4 | ||||||||
| 9803 |
MCP server for MinerU document parsing API. Parse PDFs, images, DOCX, and PPTX …
|
C 66 5⁄5 | ||||||||
| 9804 |
Enables generation and visualization of bar and pie charts from structured data…
|
C 66 5⁄5 | ||||||||
| 9805 |
Enables AI assistants to reflect on, critique, and continuously improve their p…
|
C 66 6⁄6 | ||||||||
| 9806 |
A Model Context Protocol server that provides current weather forecasts for spe…
|
C 66 5⁄4 | ||||||||
| 9807 |
MCP DevTools: A suite of Model Context Protocol servers enabling AI assistants …
|
C 66 6⁄4 | ||||||||
| 9808 |
An integration that allows Cursor AI to generate images through the Draw Things…
|
C 66 5⁄4 | ||||||||
| 9809 |
Tool that allows you to wait a certain time to continue the execution of an age…
|
C 66 5⁄5 | ||||||||
| 9810 |
A Model Context Protocol server that allows AI assistants to retrieve user info…
|
C 66 5⁄5 | ||||||||
| 9811 |
freshrelease_py
Claim
|
C 66 5⁄4 | ||||||||
| 9812 |
A server that allows interfacing with the Chinese social media platform Xiaohon…
|
C 66 5⁄4 | ||||||||
| 9813 |
Enables deployment of MCP servers to Cloudflare Workers without authentication …
|
C 66 5⁄5 | ||||||||
| 9814 |
A Model Context Protocol server that helps large language models process code r…
|
C 66 5⁄5 | ||||||||
| 9815 |
PostgreSQL MCP Server
Claim
Enables natural language interaction with PostgreSQL databases through Amazon Q…
|
C 66 5⁄5 | ||||||||
| 9816 |
Personal environment variable memory with semantic search and project managemen…
|
C 66 5⁄5 | ||||||||
| 9817 |
MCP server for AI agents to detect flash loan arbitrage opportunities across DE…
|
C 66 5⁄5 | ||||||||
| 9818 |
Enables intelligent Go code quality checking with smart change detection throug…
|
C 66 5⁄4 | ||||||||
| 9819 |
A Model Context Protocol server that enables AI assistants to access and contro…
|
C 66 5⁄4 | ||||||||
| 9820 |
Enables persistent memory for AI systems by providing tools for episodic, seman…
|
C 66 5⁄5 | ||||||||
| 9821 |
A Node.js and TypeScript implementation that provides system information and he…
|
C 66 5⁄4 | ||||||||
| 9822 |
sliverc2-mcp
|
C 66 5⁄4 | ||||||||
| 9823 |
Provides integration with ClickUp's API, allowing you to retrieve task informat…
|
C 66 5⁄5 | ||||||||
| 9824 |
Engagio MCP
Claim
Enables Twitter engagement intelligence by monitoring accounts and topics to id…
|
C 66 5⁄5 | ||||||||
| 9825 |
Provides access to the US Census Bureau API, allowing AI agents to retrieve dem…
|
C 66 5⁄5 | ||||||||
| 9826 |
Provides access to real-time currency exchange rates, live stock market data vi…
|
C 66 5⁄5 | ||||||||
| 9827 |
An MCP server designed for managing files and folders specifically on the Windo…
|
C 66 5⁄4 | ||||||||
| 9828 |
Provides personalized Data Engineering learning updates by fetching recent news…
|
C 66 5⁄5 | ||||||||
| 9829 |
A production-grade Model Context Protocol (MCP) server for Microsoft SharePoint…
|
C 66 5⁄4 | ||||||||
| 9830 |
A Model Context Protocol server for Marketing Connect AI integrations that prov…
|
C 66 5⁄5 | ||||||||
| 9831 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 66 5⁄5 | ||||||||
| 9832 |
Typescript library for integrating Adyen APIs via an MCP server
|
C 66 6⁄6 | ||||||||
| 9833 |
Internet speed testing with network performance metrics including download/uplo…
|
C 66 5⁄5 | ||||||||
| 9834 |
Enables checking domain availability and pricing using the GoDaddy OTE API, sup…
|
C 66 5⁄4 | ||||||||
| 9835 |
Enables fetching YouTube video transcripts with Google OAuth 2.0 authentication…
|
C 66 5⁄5 | ||||||||
| 9836 |
Enables interaction with Android devices and emulators through ADB, allowing co…
|
C 66 5⁄5 | ||||||||
| 9837 |
Provides an interactive Python REPL environment that maintains persistent sessi…
|
C 66 5⁄4 | ||||||||
| 9838 |
A TypeScript-based MCP server that enables users to interact with Prometheus me…
|
C 66 5⁄5 | ||||||||
| 9839 |
Automated DOCX Redlining Engine
|
C 66 5⁄4 | ||||||||
| 9840 |
Weather MCP Server
Claim
Provides weather forecast and alert data for US locations through the National …
|
C 66 5⁄5 | ||||||||
| 9841 |
A Model Context Protocol server that provides tools to interact with Adobe Expe…
|
C 66 5⁄5 | ||||||||
| 9842 |
An open-source MCP server that provides applications like Cursor, Windsurf, and…
|
C 66 5⁄4 | ||||||||
| 9843 |
Provides access to GrabMaps services (Places, Maps, Routes) through AWS Locatio…
|
C 66 6⁄6 | ||||||||
| 9844 |
Provides AI assistants with access to materials science databases, enabling sea…
|
C 66 5⁄5 | ||||||||
| 9845 |
An MCP server for SiYuan Note that enables comprehensive management of notebook…
|
C 66 5⁄5 | ||||||||
| 9846 |
Enables interaction with Cloudera Machine Learning to manage projects, files, a…
|
C 66 5⁄5 | ||||||||
| 9847 |
Enables AI assistants to manage personal expenses through natural conversation,…
|
C 66 5⁄4 | ||||||||
| 9848 |
A server that interfaces with the Hedera Testnet Mirror Node API, converting it…
|
C 66 5⁄5 | ||||||||
| 9849 |
An MCP server that enables natural language search capabilities for Spryker pac…
|
C 66 5⁄5 | ||||||||
| 9850 |
An MCP server implementation that enables access to DexScreener API data, provi…
|
C 66 5⁄5 | ||||||||