MCP Server Quality Scores
Independent quality analysis of 50330 public MCP servers
Last updated 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16801 |
Canvas LMS integration for students and educators with FERPA-compliant analytic…
|
F 25 6⁄6 | ||||||||
| 16802 |
An MCP-compliant server that enables AI assistants like Claude Desktop to acces…
|
F 25 5⁄5 | ||||||||
| 16803 |
An MCP server built with FastMCP that currently provides a simple mathematical …
|
F 25 5⁄5 | ||||||||
| 16804 |
Enables interaction with Mureka's AI music generation APIs to create lyrics, so…
|
F 25 5⁄5 | ||||||||
| 16805 |
MemOS (Memory Operating System) is a memory management operating system designe…
|
F 25 5⁄4 | ||||||||
| 16806 |
Official MCP server for Neo4j. Interact with Neo4j using Cypher graph queries.
|
F 25 5⁄5 | ||||||||
| 16807 |
Provides comprehensive tools for enterprise searching, channel statistical anal…
|
F 25 5⁄5 | ||||||||
| 16808 |
Enables AI assistants to search for products and manage order history on Tokope…
|
F 25 5⁄5 | ||||||||
| 16809 |
MCP server for Dataiku DSS project, flow, and operations APIs.
|
F 25 5⁄4 | ||||||||
| 16810 |
Enables time tracking in Tempo with automatic timesheet generation from git com…
|
F 25 5⁄5 | ||||||||
| 16811 |
Enables AI agents to search and retrieve relevant document content from existin…
|
F 25 6⁄6 | ||||||||
| 16812 |
MCP Server for AI automation of the PlayCanvas Editor
|
F 25 5⁄5 | ||||||||
| 16813 |
|
F 25 5⁄4 | ||||||||
| 16814 |
Automatically extracts architectural decisions, patterns, and insights from Git…
|
F 25 5⁄4 | ||||||||
| 16815 |
MCP Server for the Mapbox API.
|
F 25 5⁄5 | ||||||||
| 16816 |
Enables AI assistants to interact with Figma files through the ModelContextProt…
|
F 25 5⁄5 | ||||||||
| 16817 |
An MCP server and local HTTP bridge designed to integrate remote upstream MCP t…
|
F 25 5⁄5 | ||||||||
| 16818 |
Provides advanced code structure and semantic analysis through Abstract Syntax …
|
F 25 5⁄4 | ||||||||
| 16819 |
A TypeScript-based Model Context Protocol server that fetches, searches, and fo…
|
F 25 5⁄5 | ||||||||
| 16820 |
Give your AI agents persistent memory.
|
F 25 5⁄4 | ||||||||
| 16821 |
Upload files to file.kiwi and get shareable links instantly.
|
F 25 5⁄4 | ||||||||
| 16822 |
An MCP server that enables LLMs to generate high-quality SVG charts using matpl…
|
F 25 5⁄5 | ||||||||
| 16823 |
A Model Context Protocol server that enables Claude Desktop integration with AA…
|
F 25 5⁄5 | ||||||||
| 16824 |
Open-source multi-agent task board for OpenClaw. Kanban + DAG dependencies + MC…
|
F 25 5⁄5 | ||||||||
| 16825 |
A simple MCP server that recalls and saves memories from and to Apple Notes.
|
F 25 5⁄4 | ||||||||
| 16826 |
This repository demonstrates how to use AutoGen to integrate local and remote M…
|
F 25 5⁄5 | ||||||||
| 16827 |
Enables AI-powered generation of production-ready CTP (ConveniencePro Tool Prot…
|
F 25 5⁄5 | ||||||||
| 16828 |
A server that enables uploading files to Qiniu Cloud Storage through a standard…
|
F 25 5⁄5 | ||||||||
| 16829 |
This server allows integration with Discord, enabling message exchanges between…
|
F 25 5⁄4 | ||||||||
| 16830 |
Description: An MCP server with 15 tools covering web search, scraping, extract…
|
F 25 5⁄5 | ||||||||
| 16831 |
Create high-quality images and videos fast from text or reference images. Perso…
|
F 25 6⁄6 | ||||||||
| 16832 |
Fork of @cyanheads toolkit MCP server. Added encoding functions, removed system…
|
F 25 5⁄5 | ||||||||
| 16833 |
An MCP server that converts Markdown text to DOCX format using an external conv…
|
F 25 5⁄5 | ||||||||
| 16834 |
Chrome breakpoint debugging MCP server for inspecting runtime values and steppi…
|
F 25 5⁄4 | ||||||||
| 16835 |
Google Maps Platform Code Assist MCP
|
F 25 5⁄4 | ||||||||
| 16836 |
Count occurrences of any character in your text instantly. Toggle case sensitiv…
|
F 25 5⁄4 | ||||||||
| 16837 |
Enables interaction with the AppFlowy Cloud API to manage workspaces, databases…
|
F 25 5⁄5 | ||||||||
| 16838 |
A Model Context Protocol server implementation that enables AI assistants to se…
|
F 25 5⁄4 | ||||||||
| 16839 |
A template for deploying custom MCP servers on Cloudflare Workers without authe…
|
F 25 5⁄5 | ||||||||
| 16840 |
Detect developer stress, focus, fatigue from typing. Block dangerous commands w…
|
F 25 5⁄4 | ||||||||
| 16841 |
Provides integration with PayPal's Account Updater service, enabling merchants …
|
F 25 5⁄5 | ||||||||
| 16842 |
An MCP server that seamlessly creates infrastructure diagrams for AWS, Azure, G…
|
F 25 5⁄4 | ||||||||
| 16843 |
An MCP server that wraps the TimePRO API, enabling AI assistants to automatical…
|
F 25 5⁄5 | ||||||||
| 16844 |
mcp.jina.ai/sse
|
F 25 6⁄6 | ||||||||
| 16845 |
Secrets vault for Claude Code with audit logs, MCP access rules, and AES-256 en…
|
F 25 5⁄5 | ||||||||
| 16846 |
🚀 Universal SDK for building next-gen MCP servers
|
F 25 5⁄4 | ||||||||
| 16847 |
Enables AI assistants to search for business leads using FlashLeads' web harves…
|
F 25 5⁄5 | ||||||||
| 16848 |
Automates the generation of professional worklogs by analyzing git commits with…
|
F 25 5⁄5 | ||||||||
| 16849 |
Provides Claude AI with persistent, searchable memory management across session…
|
F 25 5⁄5 | ||||||||
| 16850 |
VS Code extension that exposes diagnostic problems via Model Context Protocol (…
|
F 25 5⁄4 | ||||||||