MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15901 |
Refine messy backlog items into structured, actionable work items with titles, …
|
F 30 5⁄5 | ||||||||
| 15902 |
Implements a Model Context Protocol (MCP) server powered by Flux API from Cepha…
|
F 30 5⁄5 | ||||||||
| 15903 |
Gemini Image and Video Generator
|
F 30 5⁄4 | ||||||||
| 15904 |
Enables AI assistants to interact with MikroTik RouterOS devices through API an…
|
F 30 5⁄5 | ||||||||
| 15905 |
Predict anything with Chronulus AI forecasting and prediction agents.
|
F 30 5⁄5 | ||||||||
| 15906 |
Integrates the Atlassian Rovo Dev CLI with the Model Context Protocol, allowing…
|
F 30 5⁄5 | ||||||||
| 15907 |
Enable fast, free real-time web search and access premium data from trusted med…
|
F 30 5⁄5 | ||||||||
| 15908 |
A server that enables natural language interactions with Couchbase databases th…
|
F 30 5⁄5 | ||||||||
| 15909 |
Provides reasoning content to MCP-enabled AI clients by interfacing with Deepse…
|
F 30 5⁄5 | ||||||||
| 15910 |
Enables AI assistants to play Pokemon Fire Red through the mGBA emulator by pro…
|
F 30 5⁄4 | ||||||||
| 15911 |
Record and share your AI-driven development journey. Auto-saves project milesto…
|
F 30 5⁄4 | ||||||||
| 15912 |
An interactive disassembler for the CPU 6502, focused on Commodore 8-bit comput…
|
F 30 6⁄4 | ||||||||
| 15913 |
Enables music generation through Suno AI, providing tools for account authentic…
|
F 30 5⁄4 | ||||||||
| 15914 |
Enables AI assistants to send text notifications with titles, messages, signatu…
|
F 30 5⁄5 | ||||||||
| 15915 |
A Model Context Protocol server that enables AI to interact with Twitter, allow…
|
F 30 5⁄5 | ||||||||
| 15916 |
This project showcases how to use the MCP protocol with Azure OpenAI. It provid…
|
F 30 5⁄4 | ||||||||
| 15917 |
A server that enables seamless integration with Yango Tech e-commerce platform …
|
F 30 5⁄5 | ||||||||
| 15918 |
Enables interaction with the Anki desktop flashcard application through the Ank…
|
F 30 5⁄4 | ||||||||
| 15919 |
A comprehensive MCP implementation designed for fullstack development that enab…
|
F 30 5⁄4 | ||||||||
| 15920 |
Provides AI-powered selection and generation of specialized system prompts from…
|
F 30 5⁄5 | ||||||||
| 15921 |
Enables Type 1 diabetes patients and caregivers to monitor real-time blood gluc…
|
F 30 6⁄6 | ||||||||
| 15922 |
A Model Context Protocol server that provides read-only access to PostgreSQL da…
|
F 30 5⁄5 | ||||||||
| 15923 |
Collects and stores Danbooru character data in a Turso cloud database with auto…
|
F 30 5⁄5 | ||||||||
| 15924 |
Provides secure access to Tennis Warehouse product data, enabling users to sear…
|
F 30 5⁄5 | ||||||||
| 15925 |
A bridge server that connects MCP-compatible clients to the OpenClaw (Jarvis) A…
|
F 30 5⁄5 | ||||||||
| 15926 |
A high-performance MCP server that enables AI assistants to safely interact wit…
|
F 30 5⁄5 | ||||||||
| 15927 |
The server connects the Claude AI to the internet through the capabilites of th…
|
F 30 5⁄5 | ||||||||
| 15928 |
Normalize and convert more than 400 file types via TweekIT's hosted MCP streama…
|
F 30 6⁄6 | ||||||||
| 15929 |
A Model Context Protocol server that allows AI agents to interact with Apache D…
|
F 30 5⁄5 | ||||||||
| 15930 |
A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functio…
|
F 30 5⁄4 | ||||||||
| 15931 |
An intelligent debugging assistant that automates the debugging process by anal…
|
F 30 5⁄5 | ||||||||
| 15932 |
Enhances Claude AI with persistent memory storage for Infrastructure-as-Code co…
|
F 30 5⁄5 | ||||||||
| 15933 |
A Python-based execution tool that mimics a Jupyter notebook environment. It ac…
|
F 30 5⁄5 | ||||||||
| 15934 |
Enables Claude to interact with Things 3 on macOS, allowing users to create, up…
|
F 30 5⁄4 | ||||||||
| 15935 |
Enables AI image generation using Doubao Seedream models and video generation u…
|
F 30 6⁄6 | ||||||||
| 15936 |
An MCP server that provides real-time cryptocurrency news sourced from NewsData…
|
F 30 5⁄5 | ||||||||
| 15937 |
Enables AI assistants to read, search, and analyze local file systems with tool…
|
F 30 5⁄4 | ||||||||
| 15938 |
A DeepSeek MCP-like Server for Terminal
|
F 30 5⁄4 | ||||||||
| 15939 |
🛍📦 Unofficial Amazon Model Context Protocol Server (MCP) - Search products and …
|
F 30 5⁄5 | ||||||||
| 15940 |
A joke/demo Model Context Protocol server that injects cringe-worthy advertisem…
|
F 30 5⁄5 | ||||||||
| 15941 |
An MCP server for retrieving and filtering logs from Mezmo with a quota-conscio…
|
F 30 5⁄5 | ||||||||
| 15942 |
A lightweight MCP server that enables database access and querying through ODBC…
|
F 30 5⁄4 | ||||||||
| 15943 |
Provides web and local search capabilities via Brave Search combined with advan…
|
F 30 5⁄5 | ||||||||
| 15944 |
Pinecone integration with vector search capabilities
|
F 30 5⁄5 | ||||||||
| 15945 |
Integrates with Dumpling AI to provide data scraping, content processing, knowl…
|
F 30 5⁄5 | ||||||||
| 15946 |
Provides advanced iTerm2 terminal automation using Python API integration, enab…
|
F 30 5⁄4 | ||||||||
| 15947 |
Three-layer memory system for agents (identity/active/archive) with semantic se…
|
F 30 5⁄4 | ||||||||
| 15948 |
Unofficial MCP server for searching and retrieving scientific data from the Cat…
|
F 30 5⁄4 | ||||||||
| 15949 |
Am MCP server for LNbits Lightning Network wallet integration.
|
F 30 5⁄4 | ||||||||
| 15950 |
A Python starter template for building MCP servers with client connection manag…
|
F 30 5⁄5 | ||||||||