MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22751 |
Automatically generates structured agile backlogs including epics, features, an…
|
D 48 4⁄4 | ||||||||
| 22752 |
A Model Context Protocol server that provides a comprehensive interface to Alte…
|
D 48 4⁄4 | ||||||||
| 22753 |
Enables interaction with Google Calendar through the Google Calendar API. Suppo…
|
D 48 4⁄4 | ||||||||
| 22754 |
A JSON-RPC 2.0 compliant server that enables interaction with HDF5 data files a…
|
D 48 4⁄3 | ||||||||
| 22755 |
Enables discovery and analysis of research ecosystems by extracting metadata fr…
|
D 48 4⁄4 | ||||||||
| 22756 |
Access comprehensive market data to research stocks, companies, indexes, ETFs, …
|
D 48 5⁄5 | ||||||||
| 22757 |
Sectional MCP Panel
Claim
A management service that orchestrates multiple server processes organized into…
|
D 48 4⁄4 | ||||||||
| 22758 |
Provides high-quality text-to-speech synthesis with 10 natural voices, emotion …
|
D 48 4⁄4 | ||||||||
| 22759 |
A comprehensive airline booking operations server that enables users to search …
|
D 48 4⁄3 | ||||||||
| 22760 |
A comprehensive MCP server that provides 159 tools for interacting with the Fre…
|
D 48 4⁄4 | ||||||||
| 22761 |
Enhanced MCP Server
Claim
A comprehensive MCP server with dual interfaces (stdio and web dashboard) that …
|
D 48 4⁄3 | ||||||||
| 22762 |
An MCP server that enables management of Google Play games via the Google Games…
|
D 48 4⁄4 | ||||||||
| 22763 |
A Model Context Protocol (MCP) server that creates a bridge between AI language…
|
D 48 4⁄4 | ||||||||
| 22764 |
infobus-mcp
Claim
Model Context Protocol server enabling AI assistants to access transit informat…
|
D 48 4⁄3 | ||||||||
| 22765 |
A Model Context Protocol server that translates high-level intents into command…
|
D 48 4⁄3 | ||||||||
| 22766 |
SDisk MCP File Manager
Claim
A corporate file management system that enables users to upload and activate fi…
|
D 48 4⁄4 | ||||||||
| 22767 |
WeCom MCP
Claim
Enables AI assistants to interact with Enterprise WeChat (WeCom) using natural …
|
D 48 4⁄3 | ||||||||
| 22768 |
MCP Server
Claim
An implementation of the Model Context Protocol (MCP) server that enables multi…
|
D 48 4⁄3 | ||||||||
| 22769 |
githubmcp
Claim
|
D 48 3⁄3 | ||||||||
| 22770 |
Enables interaction with tool data stored in Google Drive Excel files through c…
|
D 48 4⁄4 | ||||||||
| 22771 |
A pluggable and observable modular RAG framework that enables AI assistants to …
|
D 48 4⁄4 | ||||||||
| 22772 |
MCP Orchestration Server
Claim
A master control program that orchestrates intelligent agents with a plug-and-p…
|
D 48 4⁄3 | ||||||||
| 22773 |
MCP Automotivo
Claim
Enables natural language analysis of automotive sales data stored in MariaDB us…
|
D 48 4⁄4 | ||||||||
| 22774 |
Enables control of smart lights through MQTT messaging protocol, supporting ope…
|
D 48 4⁄4 | ||||||||
| 22775 |
A service that provides Playwright browser automation functionality through Mod…
|
D 48 4⁄4 | ||||||||
| 22776 |
Weather MCP Server
Claim
Enables users to get current weather conditions and forecasts for any city thro…
|
D 48 4⁄4 | ||||||||
| 22777 |
ScopeGate
Claim
Granular permission gateway for MCP agents. Per-agent scopes for Google Drive, …
|
D 48 5⁄5 | ||||||||
| 22778 |
Exposes over 90 Garmin Connect tools for tracking activities, health metrics, a…
|
D 48 4⁄4 | ||||||||
| 22779 |
A Model Context Protocol server that enables LLMs to interact with VS Code's Si…
|
D 47 4⁄3 | ||||||||
| 22780 |
Converts REST APIs into MCP tools using Gradio, demonstrated with a local IBM G…
|
D 47 4⁄3 | ||||||||
| 22781 |
A multi-agent orchestrator that enables multiple AI agents to share a single Ch…
|
D 47 4⁄3 | ||||||||
| 22782 |
Enables molecular visualization and analysis from SMILES strings using multiple…
|
D 47 4⁄4 | ||||||||
| 22783 |
An MCP server for Godot game development that provides 45 tools for reading, an…
|
D 47 4⁄3 | ||||||||
| 22784 |
SpinQit MCP Tools
Claim
Enables AI models to invoke SpinQ's quantum computing hardware resources by cre…
|
D 47 4⁄4 | ||||||||
| 22785 |
A note management MCP server that enables users to store, retrieve, and summari…
|
D 47 3⁄3 | ||||||||
| 22786 |
Captures and provides access to React Native console logs from Metro bundler, e…
|
D 47 4⁄3 | ||||||||
| 22787 |
Manage Reddit advertising end to end across accounts, funding methods, campaign…
|
D 47 5⁄5 | ||||||||
| 22788 |
component-analyzer
Claim
Discover and map React components across your codebase to clarify architecture.…
|
D 47 4⁄3 | ||||||||
| 22789 |
Enables interaction with Notion databases through the Notion API, supporting fu…
|
D 47 4⁄4 | ||||||||
| 22790 |
A WebSocket-based Model Control Protocol (MCP) server that processes model requ…
|
D 47 4⁄3 | ||||||||
| 22791 |
Provides a Model Context Protocol interface to the Sponge wallet API for managi…
|
D 47 4⁄4 | ||||||||
| 22792 |
MCP Server
Claim
A Dify endpoint plugin that converts a Dify app into a MCP server, allowing com…
|
D 47 4⁄4 | ||||||||
| 22793 |
mcp-smithery-agent-app
Claim
|
D 47 3⁄3 | ||||||||
| 22794 |
Leave Manager
Claim
Track and manage employee leave with instant access to balances and history. Re…
|
D 47 4⁄3 | ||||||||
| 22795 |
A demonstration project that uses Cloudflare Workers MCP to create custom AI to…
|
D 47 4⁄4 | ||||||||
| 22796 |
MCP Hospital Assistant
Claim
An intelligent hospital appointment management system that allows users to add …
|
D 47 4⁄4 | ||||||||
| 22797 |
MCP server for interacting with NetBox API.
|
D 47 4⁄4 | ||||||||
| 22798 |
Deploys the Databricks AI Dev Kit MCP server as a Databricks App, exposing over…
|
D 47 4⁄4 | ||||||||
| 22799 |
mcp-smithery-agent-app
Claim
|
D 47 3⁄3 | ||||||||
| 22800 |
Provides dynamic access to 400+ Meraki Dashboard API endpoints with intelligent…
|
D 47 4⁄4 | ||||||||