MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9151 |
Provides LLM access to Unicity gaming platform games through a payment-gated da…
|
C 68 5⁄5 | ||||||||
| 9152 |
Exposes the structure and documentation of the openreview-py library, enabling …
|
C 68 5⁄5 | ||||||||
| 9153 |
Exposes Google Sheets as queryable database tables with operations to list shee…
|
C 68 5⁄5 | ||||||||
| 9154 |
A foundational template for building MCP servers in Python using Streamable HTT…
|
C 68 5⁄4 | ||||||||
| 9155 |
Enables comprehensive PDF operations including text/image manipulation, annotat…
|
C 68 5⁄5 | ||||||||
| 9156 |
ZMCP
Claim
A high-performance desktop application that implements the Model Context Protoc…
|
C 68 5⁄5 | ||||||||
| 9157 |
An open-source Model Context Protocol (MCP) server for Atlassian Jira and Confl…
|
C 68 5⁄5 | ||||||||
| 9158 |
A cryptocurrency news aggregation server providing AI-powered sentiment ratings…
|
C 67 5⁄5 | ||||||||
| 9159 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 67 5⁄4 | ||||||||
| 9160 |
A comprehensive framework for building remote MCP servers on Cloudflare Workers…
|
C 67 5⁄5 | ||||||||
| 9161 |
Provides access to German Weather Service (DWD) data via the Bright Sky API, in…
|
C 67 5⁄5 | ||||||||
| 9162 |
A Model Context Protocol server implementation that enables natural language in…
|
C 67 5⁄5 | ||||||||
| 9163 |
A Model Context Protocol server that enables natural language control of Ludus …
|
C 67 5⁄5 | ||||||||
| 9164 |
A connector enabling Claude Desktop or any MCP client to interact with Slack wo…
|
C 67 5⁄5 | ||||||||
| 9165 |
Enables submitting team check-ins to Steady (app.steady.space) by automating th…
|
C 67 5⁄4 | ||||||||
| 9166 |
A server providing a unified interface to interact with Firebase services, incl…
|
C 67 5⁄5 | ||||||||
| 9167 |
Provides Material Requirements Planning (MRP) tools for calculating delivery sc…
|
C 67 5⁄5 | ||||||||
| 9168 |
A service that processes natural language requests to perform mathematical calc…
|
C 67 5⁄5 | ||||||||
| 9169 |
Provides emergency coding assistance by querying three AI coding models simulta…
|
C 67 5⁄5 | ||||||||
| 9170 |
A Model Context Protocol server that enables Large Language Models to interact …
|
C 67 5⁄4 | ||||||||
| 9171 |
A Model Context Protocol (MCP) server that provides joke-fetching capabilities,…
|
C 67 5⁄5 | ||||||||
| 9172 |
An MCP server that provides RAG-powered Q\&A regarding Indonesia's Law No. 27 o…
|
C 67 5⁄5 | ||||||||
| 9173 |
An MCP server for static Big-O time complexity analysis using tree-sitter AST p…
|
C 67 5⁄5 | ||||||||
| 9174 |
Enables users to interact with Cube's AI agent for real-time analytics and data…
|
C 67 5⁄5 | ||||||||
| 9175 |
This MCP server provides integration with the Slack API via HTTP transport, all…
|
C 67 5⁄5 | ||||||||
| 9176 |
A Model Context Protocol server that provides AI-driven tools to categorize, ta…
|
C 67 5⁄5 | ||||||||
| 9177 |
Enables AI models to interact with Freshrelease project management platform thr…
|
C 67 5⁄5 | ||||||||
| 9178 |
Enables users to import OpenAPI 3 and Swagger 2 formatted JSON data directly in…
|
C 67 5⁄5 | ||||||||
| 9179 |
Enables AI assistants to send messages and interact with Telegram chats through…
|
C 67 5⁄5 | ||||||||
| 9180 |
MCP MySQL App
Claim
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
C 67 5⁄5 | ||||||||
| 9181 |
An MCP server that enables posting messages to Discord webhooks, allowing custo…
|
C 67 5⁄5 | ||||||||
| 9182 |
Enables AI assistants to interact with macOS Calendar and Reminders application…
|
C 67 4⁄4 | ||||||||
| 9183 |
Enables Twitter automation including posting tweets, replying to tweets, and se…
|
C 67 5⁄5 | ||||||||
| 9184 |
Enables interaction with Azure DevOps work items through AI assistants like VS …
|
C 67 5⁄5 | ||||||||
| 9185 |
Elysia MCP Starter
Claim
A template for building Model Context Protocol servers using Elysia and Bun run…
|
C 67 5⁄5 | ||||||||
| 9186 |
Automatically converts JoinQuant quantitative trading strategies to Ptrade plat…
|
C 67 5⁄5 | ||||||||
| 9187 |
Bridges Django applications with AI assistants by implementing the Model Contex…
|
C 67 5⁄4 | ||||||||
| 9188 |
Enables management of TickTick tasks and projects through the Model Context Pro…
|
C 67 5⁄5 | ||||||||
| 9189 |
Provides full-text search and retrieval tools for Apache Spark documentation us…
|
C 67 5⁄5 | ||||||||
| 9190 |
An MCP server that provides comprehensive xAI/Grok API documentation, allowing …
|
C 67 5⁄5 | ||||||||
| 9191 |
Trip Planner MCP
Claim
Enables multi-agent trip planning with coordinated specialized agents for team …
|
C 67 5⁄4 | ||||||||
| 9192 |
An MCP server that provides code review functionality using OpenAI, Google, and…
|
C 67 5⁄5 | ||||||||
| 9193 |
A proxy server that enables AI assistants to run and interact with command-line…
|
C 67 5⁄5 | ||||||||
| 9194 |
Model Context Protocol server that enables LLMs and AI assistants to retrieve r…
|
C 67 5⁄5 | ||||||||
| 9195 |
A connectivity testing server that enables DICOM network operations (like C-ECH…
|
C 67 5⁄4 | ||||||||
| 9196 |
Enables execution of SAS code on SAS Viya compute environments with OAuth2 auth…
|
C 67 5⁄5 | ||||||||
| 9197 |
Integrate seamlessly with Prem AI's powerful features for chat completions and …
|
C 67 5⁄5 | ||||||||
| 9198 |
Enables AI assistants to manage Fusebase workspaces by providing 46 tools for h…
|
C 67 5⁄4 | ||||||||
| 9199 |
An MCP server that provides access to Azure Data Explorer (ADX) clusters, allow…
|
C 67 5⁄5 | ||||||||
| 9200 |
Enables browsing and playing media files from a local Movies directory through …
|
C 67 5⁄4 | ||||||||