MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9901 |
A Model Context Protocol (MCP) server that provides AI agents with comprehensiv…
|
C 66 6⁄4 | ||||||||
| 9902 |
Enables aerodynamic analysis through XFOIL polar computations. Provides typed m…
|
C 66 5⁄5 | ||||||||
| 9903 |
Enables image analysis and understanding using Vision Language Models through O…
|
C 66 5⁄5 | ||||||||
| 9904 |
Code Execution Server
Claim
Enables execution of code in a sandbox environment with integrated web search c…
|
C 66 5⁄5 | ||||||||
| 9905 |
This template provides a streamlined foundation for building Model Context Prot…
|
C 66 5⁄4 | ||||||||
| 9906 |
Enables LLMs to perform web searches through Perplexica with multiple focus mod…
|
C 66 5⁄5 | ||||||||
| 9907 |
A server that manages conversation context for LLM interactions, storing recent…
|
C 66 5⁄5 | ||||||||
| 9908 |
A Model Context Protocol server that enables AI assistants to access and contro…
|
C 66 5⁄4 | ||||||||
| 9909 |
ChatGPT-like AI that runs 100% locally on your hardware. No subscriptions, no c…
|
C 66 5⁄4 | ||||||||
| 9910 |
A MCP server that creates graphic recordings by converting websites or text inp…
|
C 66 5⁄4 | ||||||||
| 9911 |
Official Substack MCP Server
|
C 66 5⁄5 | ||||||||
| 9912 |
Git Stuff Server
Claim
MCP server providing Git-related functionalities, primarily a tool to generate …
|
C 66 5⁄5 | ||||||||
| 9913 |
Enables advanced OpenAI GPT model integration with Claude through 5 specialized…
|
C 66 5⁄5 | ||||||||
| 9914 |
一个 Alpha Vantage API 查询 股票信息的 MCP server.
|
C 66 5⁄5 | ||||||||
| 9915 |
Generate visualizations from fetched data using the VegaLite format and rendere…
|
C 66 5⁄4 | ||||||||
| 9916 |
Provides weather forecast data for locations in China using the HeFeng Weather …
|
C 66 5⁄5 | ||||||||
| 9917 |
Connects LLMs to Phaser Editor v5 to facilitate the management of game scenes, …
|
C 66 5⁄4 | ||||||||
| 9918 |
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
|
C 66 5⁄5 | ||||||||
| 9919 |
Hello Widget Example
Claim
A minimal ChatGPT app demonstrating interactive greeting widgets with confetti …
|
C 66 5⁄5 | ||||||||
| 9920 |
Provides real-time NOAA space weather data (solar flares, Kp index, solar wind)…
|
C 66 5⁄5 | ||||||||
| 9921 |
|
C 66 5⁄5 | ||||||||
| 9922 |
Automated DOCX Redlining Engine
|
C 66 5⁄4 | ||||||||
| 9923 |
A Model Context Protocol server that allows AI agents to play Texas Holdem poke…
|
C 66 5⁄5 | ||||||||
| 9924 |
A Model Context Protocol (MCP) server that allows interaction with PDF and EPUB…
|
C 66 5⁄4 | ||||||||
| 9925 |
nf-core MCP Server
Claim
Enables users to manage and navigate nf-core bioinformatics pipeline repositori…
|
C 66 5⁄4 | ||||||||
| 9926 |
Provides intelligent error detection and debugging capabilities across multiple…
|
C 66 5⁄4 | ||||||||
| 9927 |
A Model Context Protocol server that enables AI assistants to control Chrome br…
|
C 66 5⁄4 | ||||||||
| 9928 |
A Model Context Protocol server that allows Claude to query the Untappd beer da…
|
C 66 5⁄4 | ||||||||
| 9929 |
Provides access to 5,000+ Key Performance Indicators across 264 operating areas…
|
C 66 6⁄6 | ||||||||
| 9930 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 66 5⁄5 | ||||||||
| 9931 |
A Model Context Protocol server that allows management of Counter-Strike 2 game…
|
C 66 5⁄5 | ||||||||
| 9932 |
A Model Context Protocol server that provides secure curl command execution cap…
|
C 66 5⁄5 | ||||||||
| 9933 |
Maximo MCP Server
Claim
An API server that enables interaction with IBM Maximo resources like Assets an…
|
C 66 5⁄5 | ||||||||
| 9934 |
Provides translation capabilities using the DeepL API, supporting text translat…
|
C 66 5⁄5 | ||||||||
| 9935 |
A Node.js server that provides advanced video and image processing capabilities…
|
C 66 5⁄5 | ||||||||
| 9936 |
Spotify MCP Server
Claim
Enables comprehensive Spotify integration through natural language commands, su…
|
C 66 5⁄5 | ||||||||
| 9937 |
Provides machine learning researchers with tools for creating publication-quali…
|
C 66 5⁄5 | ||||||||
| 9938 |
An MCP server that allows LLMs to create structured Xmind mind maps with hierar…
|
C 66 5⁄5 | ||||||||
| 9939 |
A Model Context Protocol server that provides tools to interact with Adobe Expe…
|
C 66 5⁄5 | ||||||||
| 9940 |
Provides access to comprehensive financial data including income statements, ba…
|
C 66 5⁄5 | ||||||||
| 9941 |
Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styl…
|
C 66 6⁄6 | ||||||||
| 9942 |
MCP server for Lucid App integration that enables AI-powered analysis and manag…
|
C 66 5⁄4 | ||||||||
| 9943 |
Automate your browser with AI using a Chrome extension and MCP server, enabling…
|
C 66 5⁄4 | ||||||||
| 9944 |
Enables persistent storage and retrieval of decisions, settings, and operationa…
|
C 66 5⁄5 | ||||||||
| 9945 |
Enables trading and market analysis through Tiger Brokers API integration. Prov…
|
C 66 5⁄5 | ||||||||
| 9946 |
A minimal Model Context Protocol server that provides basic arithmetic tools an…
|
C 66 5⁄5 | ||||||||
| 9947 |
Enables access to GVA GIS (Generalitat Valenciana) geographic data through ArcG…
|
C 66 5⁄5 | ||||||||
| 9948 |
deep-research
Claim
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP…
|
C 66 6⁄4 | ||||||||
| 9949 |
Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via…
|
C 66 6⁄4 | ||||||||
| 9950 |
An MCP server that enables asset tracking by providing a bridge between the ite…
|
C 66 5⁄5 | ||||||||