MCP Server Quality Scores
Independent quality analysis of 49876 public MCP servers
Last updated 1 hour, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10701 |
A Model Context Protocol server that enables AI models to interact with both My…
|
C 65 5⁄5 | ||||||||
| 10702 |
EduChain MCP Server
Claim
Enables the generation of educational content such as multiple choice questions…
|
C 65 5⁄4 | ||||||||
| 10703 |
Provides tools for AI assistants to explore and interact with MariaDB databases…
|
C 65 5⁄5 | ||||||||
| 10704 |
Enables AI tools to capture and process screenshots of a user's screen, allowin…
|
C 65 5⁄4 | ||||||||
| 10705 |
A standardized MCP server designed for testing integration with the Des MCP Ser…
|
C 65 5⁄5 | ||||||||
| 10706 |
Provides comprehensive monitoring and observability for MCP server ecosystems w…
|
C 65 5⁄5 | ||||||||
| 10707 |
A Model Context Protocol server that allows users to query and analyze their Sa…
|
C 65 5⁄5 | ||||||||
| 10708 |
Provides access to real-time stock prices, financial statements, news, and opti…
|
C 65 5⁄5 | ||||||||
| 10709 |
Let the LLM's do the heavy work while creating and managing your Nextcloud Note…
|
C 65 5⁄4 | ||||||||
| 10710 |
A Model Context Protocol server that integrates with DeepSource to provide AI a…
|
C 65 5⁄5 | ||||||||
| 10711 |
An MCP server for fetching cricket data from Cricbuzz, including player statist…
|
C 65 5⁄5 | ||||||||
| 10712 |
An MCP server to interact with Google Search Console and Bing Webmasters.
|
C 65 5⁄4 | ||||||||
| 10713 |
docmcp
|
C 65 5⁄5 | ||||||||
| 10714 |
A Model Context Protocol server that connects LLMs with Autodesk Fusion, enabli…
|
C 65 5⁄4 | ||||||||
| 10715 |
A server implementation that enables remote Python code execution in Unreal Eng…
|
C 65 5⁄5 | ||||||||
| 10716 |
A simple MCP server that allows Claude to access your Telegram account to read …
|
C 65 5⁄4 | ||||||||
| 10717 |
A Model Context Protocol server that provides comprehensive tools for monitorin…
|
C 65 5⁄5 | ||||||||
| 10718 |
A starter template designed to jumpstart the development of Model Context Proto…
|
C 65 5⁄4 | ||||||||
| 10719 |
Habilite recursos poderosos de pesquisa na web e extração de conteúdo. Realize …
|
C 65 5⁄4 | ||||||||
| 10720 |
An MCP server that enables interaction with Google Firestore in Datastore mode …
|
C 65 5⁄5 | ||||||||
| 10721 |
melrose-mcp
Claim
Plays [Melrōse](https://melrōse.org) music expressions as MIDI
|
C 65 5⁄4 | ||||||||
| 10722 |
Enables generation of Satori syntax templates for creating engaging 140-charact…
|
C 65 5⁄5 | ||||||||
| 10723 |
A Server-Sent Events implementation using FastAPI framework that integrates Mod…
|
C 65 5⁄5 | ||||||||
| 10724 |
An auto-generated Model Context Protocol Server that enables interaction with G…
|
C 65 5⁄4 | ||||||||
| 10725 |
A basic MCP server template built with FastMCP that provides simple tools for g…
|
C 65 5⁄5 | ||||||||
| 10726 |
Enables task management and Kanban board tracking using Google Sheets as a data…
|
C 65 5⁄5 | ||||||||
| 10727 |
Enables fetching visible text content and extracting all links from web pages t…
|
C 65 5⁄5 | ||||||||
| 10728 |
An MCP server that enables interaction with the Tinyman AMM DEX on the Algorand…
|
C 65 5⁄5 | ||||||||
| 10729 |
A Model Context Protocol server that enables AI agents to interact with Alibaba…
|
C 65 5⁄5 | ||||||||
| 10730 |
An mcp server that provides read-only access to MariaDB.
|
C 65 5⁄4 | ||||||||
| 10731 |
Provides stock market data and computes technical indicators like EMA, MACD, an…
|
C 65 5⁄5 | ||||||||
| 10732 |
MCP Document Converter
Claim
Converts Markdown text to Word documents via HTTP API, providing temporary down…
|
C 65 5⁄5 | ||||||||
| 10733 |
Provides AI assistants with comprehensive access to Grafana's React component l…
|
C 65 6⁄6 | ||||||||
| 10734 |
Feishu MCP Server
Claim
A zero-configuration MCP server enabling AI assistants to interact with Feishu …
|
C 65 5⁄5 | ||||||||
| 10735 |
A simple server that implements the Model Context Protocol, allowing AI models …
|
C 65 5⁄5 | ||||||||
| 10736 |
Provides AI assistants with real-time web search, reasoning, and research capab…
|
C 65 6⁄6 | ||||||||
| 10737 |
A Model Context Protocol server that enables AI assistants to analyze images us…
|
C 65 5⁄5 | ||||||||
| 10738 |
Clear Thought MCP Server
Claim
Provides systematic thinking tools including mental models, design patterns, de…
|
C 65 5⁄5 | ||||||||
| 10739 |
An MCP server that allows Copilot Studio and GitHub Copilot to generate differe…
|
C 65 5⁄5 | ||||||||
| 10740 |
Enables safe management of MCP server configuration files for AWS Q Developer a…
|
C 65 5⁄4 | ||||||||
| 10741 |
BlobGuard MCP
Claim
A lightweight, multi-tenant blob storage and diff server that helps LLM coding …
|
C 65 5⁄5 | ||||||||
| 10742 |
NestJS MCP Server
Claim
A demonstration implementation of Model Context Protocol (MCP) using NestJS fra…
|
C 65 5⁄5 | ||||||||
| 10743 |
Enables searching the National Library Board Singapore catalogue by title, auth…
|
C 65 5⁄5 | ||||||||
| 10744 |
Enables LLMs to interact with Oracle Databases by providing specific table and …
|
C 65 5⁄5 | ||||||||
| 10745 |
A Model Context Protocol server that allows AI assistants to save structured in…
|
C 64 5⁄5 | ||||||||
| 10746 |
Enables semantic search across your local AI conversation history (ChatGPT, Cla…
|
C 64 5⁄5 | ||||||||
| 10747 |
Manages EVE Online fleets via SSO authorization, inspecting composition, organi…
|
C 64 5⁄4 | ||||||||
| 10748 |
A server that provides a Machine Control Protocol (MCP) interface to search, ac…
|
C 64 5⁄5 | ||||||||
| 10749 |
DJ Claude
Claim
A music MCP server enabling multi-agent collaboration where AI agents jam toget…
|
C 64 6⁄4 | ||||||||
| 10750 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 64 5⁄5 | ||||||||