MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24651 |
Enables interaction with Google Calendar through the Google Calendar API. Suppo…
|
D 48 4⁄4 | ||||||||
| 24652 |
aayushnaphade
Claim
|
D 48 3⁄3 | ||||||||
| 24653 |
Enables AI assistants to read and send Instagram direct messages using the Mode…
|
D 48 4⁄4 | ||||||||
| 24654 |
telegram-system-docker
Claim
|
D 48 3⁄3 | ||||||||
| 24655 |
SDisk MCP File Manager
Claim
A corporate file management system that enables users to upload and activate fi…
|
D 48 4⁄4 | ||||||||
| 24656 |
ScopeGate
Claim
Granular permission gateway for MCP agents. Per-agent scopes for Google Drive, …
|
D 48 5⁄5 | ||||||||
| 24657 |
An MCP server and VS Code extension that enables users to fetch and browse 4D c…
|
D 48 4⁄4 | ||||||||
| 24658 |
Weather MCP Server
Claim
Enables users to get current weather conditions and forecasts for any city thro…
|
D 48 4⁄4 | ||||||||
| 24659 |
A pluggable and observable modular RAG framework that enables AI assistants to …
|
D 48 4⁄4 | ||||||||
| 24660 |
An MCP server that provides persistent multimodal context storage for LLM agent…
|
D 48 4⁄3 | ||||||||
| 24661 |
Enables AI agent and task management using the CrewAI framework, allowing users…
|
D 48 4⁄4 | ||||||||
| 24662 |
An MCP server that allows agents to interact with Meilisearch, a powerful open-…
|
D 48 4⁄4 | ||||||||
| 24663 |
An MCP server that fetches RSS feeds and shares them with LLMs, allowing AI ass…
|
D 48 4⁄4 | ||||||||
| 24664 |
A lightweight Model Context Protocol server that provides an in-memory key-valu…
|
D 48 4⁄4 | ||||||||
| 24665 |
An MCP server that enables interaction with the Firebase App Check API, allowin…
|
D 48 4⁄4 | ||||||||
| 24666 |
Enable secure and efficient management of encrypted data vaults through a stand…
|
D 48 4⁄3 | ||||||||
| 24667 |
mcp-launcher
Claim
🐳🧩 Easy to use MCP builder & launcher for all possible MCP servers, just like O…
|
D 48 4⁄3 | ||||||||
| 24668 |
Business.AI.Demo
Claim
This project demonstrates how to integrate AI capabilities into a typical busin…
|
D 48 4⁄3 | ||||||||
| 24669 |
githubmcp
Claim
|
D 48 3⁄3 | ||||||||
| 24670 |
Manages markdown notes in a specified directory, allowing users to create, read…
|
D 48 4⁄3 | ||||||||
| 24671 |
Provides programmatic access to variational optical-flow motion correction for …
|
D 48 4⁄3 | ||||||||
| 24672 |
An MCP server that enables management of Google Play games via the Google Games…
|
D 48 4⁄4 | ||||||||
| 24673 |
|
D 48 3⁄3 | ||||||||
| 24674 |
infobus-mcp
Claim
Model Context Protocol server enabling AI assistants to access transit informat…
|
D 48 4⁄3 | ||||||||
| 24675 |
Enables natural language interaction with heterogeneous databases (MySQL and Po…
|
D 48 4⁄4 | ||||||||
| 24676 |
Automatically generates structured agile backlogs including epics, features, an…
|
D 48 4⁄4 | ||||||||
| 24677 |
Enables integration and control of DeepSeek and Claude AI models through RESTfu…
|
D 48 4⁄4 | ||||||||
| 24678 |
WeCom MCP
Claim
Enables AI assistants to interact with Enterprise WeChat (WeCom) using natural …
|
D 48 4⁄3 | ||||||||
| 24679 |
Provides a semantic layer for querying and analyzing BigQuery's Austin Bikeshar…
|
D 48 4⁄3 | ||||||||
| 24680 |
Enables querying log data stored in SQLite databases through the Model Context …
|
D 48 4⁄3 | ||||||||
| 24681 |
A modular Retrieval-Augmented Generation (RAG) framework that provides hybrid s…
|
D 48 4⁄4 | ||||||||
| 24682 |
cPanel MCP Server
Claim
Provides a unified API gateway for managing cPanel and WHM hosting environments…
|
D 48 4⁄4 | ||||||||
| 24683 |
|
D 48 3⁄3 | ||||||||
| 24684 |
A service that provides Playwright browser automation functionality through Mod…
|
D 48 4⁄4 | ||||||||
| 24685 |
An MCP server that provides comprehensive access to real-time stock quotes, fin…
|
D 48 4⁄4 | ||||||||
| 24686 |
mcp
Claim
|
D 48 3⁄3 | ||||||||
| 24687 |
A task management system that exposes CRUD operations for todos through a custo…
|
D 48 4⁄3 | ||||||||
| 24688 |
Provides high-quality text-to-speech synthesis with 10 natural voices, emotion …
|
D 48 4⁄4 | ||||||||
| 24689 |
A comprehensive airline booking operations server that enables users to search …
|
D 48 4⁄3 | ||||||||
| 24690 |
An auto-generated MCP server that enables interaction with AWS QuickSight servi…
|
D 48 4⁄4 | ||||||||
| 24691 |
MCP Server
Claim
An implementation of the Model Context Protocol (MCP) server that enables multi…
|
D 48 4⁄3 | ||||||||
| 24692 |
A JSON-RPC 2.0 compliant server that enables interaction with HDF5 data files a…
|
D 48 4⁄3 | ||||||||
| 24693 |
ADK MCP Agent
Claim
A streaming chat agent that integrates Google ADK with Model Context Protocol a…
|
D 48 4⁄4 | ||||||||
| 24694 |
A Flask-based server that hosts multiple tools, each exposing functionalities b…
|
D 48 4⁄4 | ||||||||
| 24695 |
Nmap-MCP
Claim
An agent-based network scanning system that uses Nmap for network discovery and…
|
D 48 4⁄3 | ||||||||
| 24696 |
Enables control of smart lights through MQTT messaging protocol, supporting ope…
|
D 48 4⁄4 | ||||||||
| 24697 |
Enhanced MCP Server
Claim
A comprehensive MCP server with dual interfaces (stdio and web dashboard) that …
|
D 48 4⁄3 | ||||||||
| 24698 |
MCP Orchestration Server
Claim
A master control program that orchestrates intelligent agents with a plug-and-p…
|
D 48 4⁄3 | ||||||||
| 24699 |
MCP Automotivo
Claim
Enables natural language analysis of automotive sales data stored in MariaDB us…
|
D 48 4⁄4 | ||||||||
| 24700 |
Exposes over 90 Garmin Connect tools for tracking activities, health metrics, a…
|
D 48 4⁄4 | ||||||||