MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21651 |
Enables complete management of Mailcow email servers through 20 MCP tools inclu…
|
D 49 4⁄4 | ||||||||
| 21652 |
An MCP server that provides an interface to Google's Fitness API, enabling inte…
|
D 49 4⁄4 | ||||||||
| 21653 |
An MCP server that enables interaction with Google's Fact Check Tools API, allo…
|
D 49 4⁄4 | ||||||||
| 21654 |
weather-mcp
Claim
|
D 49 4⁄3 | ||||||||
| 21655 |
Provides access to Maersk vessel information including IMO numbers, vessel sche…
|
D 49 4⁄4 | ||||||||
| 21656 |
A privacy-focused local memory server that provides long-term semantic storage …
|
D 49 4⁄3 | ||||||||
| 21657 |
Provides real-time and historical cryptocurrency market data from multiple exch…
|
D 49 4⁄4 | ||||||||
| 21658 |
A Model Context Protocol server that provides read-only access to the Google Ca…
|
D 49 4⁄4 | ||||||||
| 21659 |
Enables execution of Snowflake stored procedures through the MCP server by prov…
|
D 49 4⁄4 | ||||||||
| 21660 |
Enables comprehensive network security scanning and vulnerability assessment us…
|
D 49 4⁄3 | ||||||||
| 21661 |
An MCP server that enables interaction with Google Cloud's Workload Manager API…
|
D 49 4⁄4 | ||||||||
| 21662 |
An MCP server that implements the 'think' tool, providing Claude with a dedicat…
|
D 49 4⁄4 | ||||||||
| 21663 |
An MCP Server that provides access to NHL (National Hockey League) scores and s…
|
D 49 4⁄4 | ||||||||
| 21664 |
An advanced MCP server that provides interactive feedback mechanisms with suppo…
|
D 49 4⁄4 | ||||||||
| 21665 |
Aggregates news from 70+ platforms across categories like tech, finance, social…
|
D 49 4⁄4 | ||||||||
| 21666 |
Cliniko MCP Server
Claim
Enables integration with the Cliniko practice management system through MCP too…
|
D 49 4⁄4 | ||||||||
| 21667 |
Enables AI-assisted music composition through copyable pattern templates, style…
|
D 49 4⁄4 | ||||||||
| 21668 |
githubmcpserver
Claim
|
D 49 3⁄3 | ||||||||
| 21669 |
An MCP Server providing access to Google's Firebase API, allowing natural langu…
|
D 49 4⁄4 | ||||||||
| 21670 |
Managed Code Plugin for Cursor IDE providing integration with Atlassian product…
|
D 49 4⁄4 | ||||||||
| 21671 |
MCP Math Server
Claim
A Node.js server that processes mathematical calculations and natural language …
|
D 49 4⁄4 | ||||||||
| 21672 |
Keploy
Claim
Keploy is an open-source AI-powered testing platform that helps developers achi…
|
D 49 3⁄3 | ||||||||
| 21673 |
mcp
Claim
|
D 48 3⁄3 | ||||||||
| 21674 |
A Model Context Protocol (MCP) server that creates a bridge between AI language…
|
D 48 4⁄4 | ||||||||
| 21675 |
A pluggable and observable modular RAG framework that enables AI assistants to …
|
D 48 4⁄4 | ||||||||
| 21676 |
Enables AI agent and task management using the CrewAI framework, allowing users…
|
D 48 4⁄4 | ||||||||
| 21677 |
WeCom MCP
Claim
Enables AI assistants to interact with Enterprise WeChat (WeCom) using natural …
|
D 48 4⁄3 | ||||||||
| 21678 |
An MCP server and VS Code extension that enables users to fetch and browse 4D c…
|
D 48 4⁄4 | ||||||||
| 21679 |
Access comprehensive market data to research stocks, companies, indexes, ETFs, …
|
D 48 5⁄5 | ||||||||
| 21680 |
ScopeGate
Claim
Granular permission gateway for MCP agents. Per-agent scopes for Google Drive, …
|
D 48 5⁄5 | ||||||||
| 21681 |
An MCP server that fetches RSS feeds and shares them with LLMs, allowing AI ass…
|
D 48 4⁄4 | ||||||||
| 21682 |
MCP Orchestration Server
Claim
A master control program that orchestrates intelligent agents with a plug-and-p…
|
D 48 4⁄3 | ||||||||
| 21683 |
A task management system that exposes CRUD operations for todos through a custo…
|
D 48 4⁄3 | ||||||||
| 21684 |
A Flask-based server that hosts multiple tools, each exposing functionalities b…
|
D 48 4⁄4 | ||||||||
| 21685 |
Business.AI.Demo
Claim
This project demonstrates how to integrate AI capabilities into a typical busin…
|
D 48 4⁄3 | ||||||||
| 21686 |
A Machine Context Protocol server that enables Claude AI to interact with tools…
|
D 48 4⁄4 | ||||||||
| 21687 |
Automatically generates structured agile backlogs including epics, features, an…
|
D 48 4⁄4 | ||||||||
| 21688 |
Provides programmatic access to variational optical-flow motion correction for …
|
D 48 4⁄3 | ||||||||
| 21689 |
telegram-system-docker
Claim
|
D 48 3⁄3 | ||||||||
| 21690 |
Facilitates integration of PrivateGPT with MCP-compatible applications, enablin…
|
D 48 3⁄3 | ||||||||
| 21691 |
Enables control of smart lights through MQTT messaging protocol, supporting ope…
|
D 48 4⁄4 | ||||||||
| 21692 |
Sectional MCP Panel
Claim
A management service that orchestrates multiple server processes organized into…
|
D 48 4⁄4 | ||||||||
| 21693 |
Enables natural language interaction with heterogeneous databases (MySQL and Po…
|
D 48 4⁄4 | ||||||||
| 21694 |
Provides high-quality text-to-speech synthesis with 10 natural voices, emotion …
|
D 48 4⁄4 | ||||||||
| 21695 |
Nmap-MCP
Claim
An agent-based network scanning system that uses Nmap for network discovery and…
|
D 48 4⁄3 | ||||||||
| 21696 |
Manages markdown notes in a specified directory, allowing users to create, read…
|
D 48 4⁄3 | ||||||||
| 21697 |
Enables integration and control of DeepSeek and Claude AI models through RESTfu…
|
D 48 4⁄4 | ||||||||
| 21698 |
githubmcp
Claim
|
D 48 3⁄3 | ||||||||
| 21699 |
Enable secure and efficient management of encrypted data vaults through a stand…
|
D 48 4⁄3 | ||||||||
| 21700 |
An MCP server that provides comprehensive access to real-time stock quotes, fin…
|
D 48 4⁄4 | ||||||||