MCP Server Quality Scores
Independent quality analysis of 50515 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15951 |
A standalone Model Context Protocol service that connects MasterGo design tools…
|
F 30 5⁄5 | ||||||||
| 15952 |
A Node.js MCP server that loads and manages decision trees from .rtdq files and…
|
F 30 5⁄5 | ||||||||
| 15953 |
Enables HTTP Request Smuggling vulnerability scanning by wrapping the Smuggler …
|
F 30 5⁄5 | ||||||||
| 15954 |
Enables interaction with the Civitai API to search for AI models, browse images…
|
F 30 5⁄5 | ||||||||
| 15955 |
Automatic enforcement of critical rules for Claude AI preventing 96 documented …
|
F 30 5⁄5 | ||||||||
| 15956 |
Enables natural language queries about JavaScript/TypeScript codebases using gr…
|
F 30 5⁄4 | ||||||||
| 15957 |
MCP proxy server with lazy loading support - reduces context usage through on…
|
F 30 5⁄4 | ||||||||
| 15958 |
Automatically detects security vulnerabilities in AI-generated code, scanning f…
|
F 30 5⁄5 | ||||||||
| 15959 |
Streamlines React Native CLI project upgrades by providing automated tools to g…
|
F 30 5⁄5 | ||||||||
| 15960 |
A Model Context Protocol server that enables AI agents to join and interact wit…
|
F 30 5⁄5 | ||||||||
| 15961 |
Providing real-time cross-chain bridge metrics.
|
F 30 5⁄5 | ||||||||
| 15962 |
AI Agents framework with 64+ built-in tools for search, memory, workflows, code…
|
F 30 5⁄4 | ||||||||
| 15963 |
Greet people, perform quick calculations, and generate images from text prompts…
|
F 30 5⁄4 | ||||||||
| 15964 |
A Model Context Protocol server that provides Flutter UI templates for developm…
|
F 30 5⁄4 | ||||||||
| 15965 |
A Model Context Protocol server that connects GitHub code to Claude.ai. This se…
|
F 30 5⁄5 | ||||||||
| 15966 |
Reduce context usage on file use. Send only unified diffs instead of full files…
|
F 30 5⁄5 | ||||||||
| 15967 |
🚀 Universal SDK for building next-gen MCP servers
|
F 25 5⁄4 | ||||||||
| 15968 |
An MCP server that provides HTTP client capabilities with browser impersonation…
|
F 25 5⁄5 | ||||||||
| 15969 |
Leverage AI-driven observability, security, and automation to analyze anomalies…
|
F 25 5⁄5 | ||||||||
| 15970 |
Connects LLMs to Wikidata's structured knowledge base using a hybrid architectu…
|
F 25 6⁄6 | ||||||||
| 15971 |
Provides programmatic access to ingest and query Windows event logs (especially…
|
F 25 5⁄4 | ||||||||
| 15972 |
A Model Context Protocol server that bridges Google Sheets, Azure AI, and MQTT …
|
F 25 5⁄5 | ||||||||
| 15973 |
Enables AI-powered competitor monitoring and daily schedule optimization by int…
|
F 25 5⁄5 | ||||||||
| 15974 |
A multi-service email platform for MCP-compatible clients that supports standar…
|
F 25 5⁄5 | ||||||||
| 15975 |
Enables LLM agents to execute arbitrary Python code in secure, isolated sandbox…
|
F 25 5⁄5 | ||||||||
| 15976 |
Enables secure interaction with blockchain smart contracts across multiple chai…
|
F 25 5⁄5 | ||||||||
| 15977 |
Provides documentation and component references for the Reacticx React Native l…
|
F 25 5⁄5 | ||||||||
| 15978 |
An MCP Server that integrates with Stability AI's API to provide high-quality i…
|
F 25 5⁄5 | ||||||||
| 15979 |
Search academic expert insights, papers and contributions from Faculti
|
F 25 5⁄4 | ||||||||
| 15980 |
A LangChain-based server that supports dynamic loading of OpenAPI specification…
|
F 25 5⁄5 | ||||||||
| 15981 |
A lightweight Python-based server that enables users to manage and retrieve the…
|
F 25 5⁄5 | ||||||||
| 15982 |
AI image generation using Google Gemini's nano banana model.
|
F 25 5⁄4 | ||||||||
| 15983 |
A Message Control Protocol server that integrates with Slack to provide channel…
|
F 25 5⁄4 | ||||||||
| 15984 |
🐍 Automatic operation of on-screen GUI.
|
F 25 5⁄4 | ||||||||
| 15985 |
An MCP server that generates high-quality blog cover images using Google Gemini…
|
F 25 5⁄5 | ||||||||
| 15986 |
Agent-optimized MCP server for Kit.com email marketing. 13 composite tools, 100…
|
F 25 5⁄4 | ||||||||
| 15987 |
An MCP server providing tools for AI agents to mint ERC-20 tokens across multip…
|
F 25 5⁄5 | ||||||||
| 15988 |
Production-ready MCP server providing 13 tools for AI agents: web search, conte…
|
F 25 5⁄5 | ||||||||
| 15989 |
An educational implementation of a Model Context Protocol server that demonstra…
|
F 25 5⁄5 | ||||||||
| 15990 |
An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP…
|
F 25 5⁄4 | ||||||||
| 15991 |
Unicode text styling and ASCII art generation with 23 styles and 322+ figlet fo…
|
F 25 6⁄6 | ||||||||
| 15992 |
A Node.js proxy that enables communication between stdio-based clients and HTTP…
|
F 25 5⁄5 | ||||||||
| 15993 |
The MCP protocol server based on JSXGraph provides 13 mathematical visualizatio…
|
F 25 5⁄4 | ||||||||
| 15994 |
Provides a set of tools to interact with Tecton clusters, manage feature stores…
|
F 25 5⁄5 | ||||||||
| 15995 |
A Model Context Protocol server that provides tools for interacting with Gmail …
|
F 25 5⁄5 | ||||||||
| 15996 |
An MCP server that enables AI assistants to browse, analyze, and automate inter…
|
F 25 5⁄4 | ||||||||
| 15997 |
A Model Context Protocol (MCP) server that integrates InvokeAI with Claude Code…
|
F 25 5⁄5 | ||||||||
| 15998 |
A Model Context Protocol server that enables advanced task and project manageme…
|
F 25 5⁄5 | ||||||||
| 15999 |
Provides a standardized interface to interact with LangGraph agents through Cha…
|
F 25 5⁄5 | ||||||||
| 16000 |
An MCP server that connects to Supabase PostgreSQL databases, exposing table sc…
|
F 25 5⁄5 | ||||||||