MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 2 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24701 |
A task management system that exposes CRUD operations for todos through a custo…
|
D 48 4⁄3 | ||||||||
| 24702 |
Enables AI agents to manage Databricks Lakeflow jobs by building and uploading …
|
D 48 4⁄4 | ||||||||
| 24703 |
A Model Context Protocol server that translates high-level intents into command…
|
D 48 4⁄3 | ||||||||
| 24704 |
ADK MCP Agent
Claim
A streaming chat agent that integrates Google ADK with Model Context Protocol a…
|
D 48 4⁄4 | ||||||||
| 24705 |
SDisk MCP File Manager
Claim
A corporate file management system that enables users to upload and activate fi…
|
D 48 4⁄4 | ||||||||
| 24706 |
Provides a semantic layer for querying and analyzing BigQuery's Austin Bikeshar…
|
D 48 4⁄3 | ||||||||
| 24707 |
An auto-generated MCP server that enables interaction with AWS QuickSight servi…
|
D 48 4⁄4 | ||||||||
| 24708 |
Manages markdown notes in a specified directory, allowing users to create, read…
|
D 48 4⁄3 | ||||||||
| 24709 |
Provides high-quality text-to-speech synthesis with 10 natural voices, emotion …
|
D 48 4⁄4 | ||||||||
| 24710 |
Send notifications across 23 channels with 36 AI-ready tools. One API, zero boi…
|
D 47 4⁄3 | ||||||||
| 24711 |
Enables users to get current weather information for any city through a simple …
|
D 47 4⁄4 | ||||||||
| 24712 |
Exposes weather forecast APIs as MCP tools, allowing LLMs to retrieve current w…
|
D 47 4⁄4 | ||||||||
| 24713 |
Enables intelligent analysis and organization of image collections with smart f…
|
D 47 4⁄3 | ||||||||
| 24714 |
Provides dynamic access to 400+ Meraki Dashboard API endpoints with intelligent…
|
D 47 4⁄4 | ||||||||
| 24715 |
A multi-agent orchestrator that enables multiple AI agents to share a single Ch…
|
D 47 4⁄3 | ||||||||
| 24716 |
SpinQit MCP Tools
Claim
Enables AI models to invoke SpinQ's quantum computing hardware resources by cre…
|
D 47 4⁄4 | ||||||||
| 24717 |
A personal AI coding assistant that connects to various development environment…
|
D 47 4⁄3 | ||||||||
| 24718 |
Perplexity MCP Server
Claim
An Apify Actor implementing the Model Context Protocol for Perplexity API, enab…
|
D 47 4⁄4 | ||||||||
| 24719 |
Find skilled tradespeople in Spain — fontaneros, electricistas, pintores, cerra…
|
D 47 3⁄3 | ||||||||
| 24720 |
mcp-smithery-agent-app
Claim
|
D 47 3⁄3 | ||||||||
| 24721 |
An MCP server that provides current weather conditions and hourly forecasts for…
|
D 47 4⁄4 | ||||||||
| 24722 |
A Model Context Protocol server that provides tools for connecting to and inter…
|
D 47 4⁄4 | ||||||||
| 24723 |
Xueqiu MCP
Claim
A MCP service based on the Xueqiu (Chinese stock market) API that enables users…
|
D 47 4⁄4 | ||||||||
| 24724 |
A secure SSH server implementation for Model Context Protocol that enables remo…
|
D 47 4⁄4 | ||||||||
| 24725 |
A Model Context Protocol server focused on China's A-share stock market that pr…
|
D 47 4⁄4 | ||||||||
| 24726 |
Enables AI-powered insurance marketing campaign management with audience target…
|
D 47 4⁄4 | ||||||||
| 24727 |
A Model Context Protocol server that enables LLMs to interact with VS Code's Si…
|
D 47 4⁄3 | ||||||||
| 24728 |
Leave Manager
Claim
Track and manage employee leave with instant access to balances and history. Re…
|
D 47 4⁄3 | ||||||||
| 24729 |
Provides real-time and historical cryptocurrency market data from major exchang…
|
D 47 4⁄4 | ||||||||
| 24730 |
A cross-platform shell command execution server that supports Windows, macOS, a…
|
D 47 4⁄3 | ||||||||
| 24731 |
MCP server for IBM Maximo, by Maxis Technology — assets, work orders, inventory…
|
D 47 3⁄3 | ||||||||
| 24732 |
A production-ready server that provides Wikipedia search and content retrieval …
|
D 47 4⁄4 | ||||||||
| 24733 |
Enables AI agents to manage the end-to-end content pipeline on the Balzac AI pl…
|
D 47 4⁄4 | ||||||||
| 24734 |
An MCP server for Godot game development that provides 45 tools for reading, an…
|
D 47 4⁄3 | ||||||||
| 24735 |
A demonstration project that uses Cloudflare Workers MCP to create custom AI to…
|
D 47 4⁄4 | ||||||||
| 24736 |
MCP Hospital Assistant
Claim
An intelligent hospital appointment management system that allows users to add …
|
D 47 4⁄4 | ||||||||
| 24737 |
kjlahsdjkashd
|
D 47 4⁄4 | ||||||||
| 24738 |
An MCP server for Claude Code that enables the creation and manipulation of pro…
|
D 47 4⁄4 | ||||||||
| 24739 |
Manage Reddit advertising end to end across accounts, funding methods, campaign…
|
D 47 5⁄5 | ||||||||
| 24740 |
A Model Context Protocol server that allows AI assistants to interact with Tekm…
|
D 47 4⁄4 | ||||||||
| 24741 |
Bug Detector
Claim
Analyzes code for bugs, security vulnerabilities, and code smells
|
D 47 3⁄3 | ||||||||
| 24742 |
A WebSocket-based Model Control Protocol (MCP) server that processes model requ…
|
D 47 4⁄3 | ||||||||
| 24743 |
Enables querying food nutritional information, discovering recipes by ingredien…
|
D 47 4⁄3 | ||||||||
| 24744 |
Enables interaction with Notion databases through the Notion API, supporting fu…
|
D 47 4⁄4 | ||||||||
| 24745 |
A Model Context Protocol server that provides natural language access to Cortex…
|
D 47 4⁄4 | ||||||||
| 24746 |
Provides a Model Context Protocol interface to the Sponge wallet API for managi…
|
D 47 4⁄4 | ||||||||
| 24747 |
component-analyzer
Claim
Discover and map React components across your codebase to clarify architecture.…
|
D 47 4⁄3 | ||||||||
| 24748 |
Enables molecular visualization and analysis from SMILES strings using multiple…
|
D 47 4⁄4 | ||||||||
| 24749 |
A Model Context Protocol server implementation that provides geospatial analysi…
|
D 47 4⁄4 | ||||||||
| 24750 |
Enables AI assistants like Claude to interact with Databricks workspaces throug…
|
D 47 4⁄4 | ||||||||