MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3701 |
Atrax
Claim
Proxy that aggregates multiple MCP servers and presents them as a unified inter…
|
B 75 5⁄5 | ||||||||
| 3702 |
Enables Adobe Express add-on developers to scaffold projects, access code examp…
|
B 75 5⁄5 | ||||||||
| 3703 |
Informix MCP Server
Claim
Enables interaction with Informix databases through a Model Context Protocol se…
|
B 75 5⁄5 | ||||||||
| 3704 |
Enables AI agents to interact with Microsoft Fabric by exposing tools for manag…
|
B 75 5⁄5 | ||||||||
| 3705 |
Enables AI assistants to create, edit, and manipulate PowerPoint presentations …
|
B 75 5⁄5 | ||||||||
| 3706 |
MCP server that interfaces with the NCBI Entrez API to fetch detailed informati…
|
B 75 5⁄5 | ||||||||
| 3707 |
Facilitates interaction with Microsoft SQL Server Express, supporting database …
|
B 75 5⁄5 | ||||||||
| 3708 |
Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for RES…
|
B 75 5⁄5 | ||||||||
| 3709 |
Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGr…
|
B 75 5⁄4 | ||||||||
| 3710 |
Enables managing personal information with dynamic topic-based organization (ta…
|
B 75 5⁄5 | ||||||||
| 3711 |
Enables intelligent navigation and exploration of the Model Context Protocol sp…
|
B 75 5⁄5 | ||||||||
| 3712 |
This MCP server enables AI assistants to automatically sync Google Sheets data …
|
B 75 5⁄5 | ||||||||
| 3713 |
Turns any static website into an MCP-searchable knowledge base by deploying a C…
|
B 75 5⁄5 | ||||||||
| 3714 |
kanban-mcp
Claim
Enables AI assistants to manage Planka kanban boards, including creating, updat…
|
B 75 5⁄5 | ||||||||
| 3715 |
A server that enables browser automation using Playwright, allowing interaction…
|
B 75 5⁄4 | ||||||||
| 3716 |
Enables AI agents to execute C++ code, test solutions against multiple test cas…
|
B 75 5⁄5 | ||||||||
| 3717 |
|
B 75 5⁄4 | ||||||||
| 3718 |
A server for connecting to a local ComfyUI instance that enables storing and su…
|
B 75 5⁄4 | ||||||||
| 3719 |
Provides AI assistants with access to University of Alabama at Birmingham's Res…
|
B 75 5⁄5 | ||||||||
| 3720 |
A persistent memory layer for Claude Code that maintains project information, t…
|
B 75 5⁄4 | ||||||||
| 3721 |
Self MCP Server
Claim
Enables AI assistants to interact with Self, a self-awareness framework that co…
|
B 75 5⁄5 | ||||||||
| 3722 |
Enables Korea University students to query their KUPID portal and Canvas LMS us…
|
B 75 5⁄5 | ||||||||
| 3723 |
heroicons-mcp
|
B 75 5⁄5 | ||||||||
| 3724 |
Provides Pokemon Showdown competitive battle data to AI assistants, enabling lo…
|
B 75 5⁄5 | ||||||||
| 3725 |
Artifact-first sub-agent delegation for Codex CLI, enabling multi-step parallel…
|
B 75 5⁄5 | ||||||||
| 3726 |
Enables AI assistants to fetch, explore, and analyze source code from any Pytho…
|
B 75 5⁄5 | ||||||||
| 3727 |
Provides AI assistants access to the macOS clipboard content, supporting text, …
|
B 75 5⁄4 | ||||||||
| 3728 |
A server that enhances AI assistants with the ability to update your JSON Resum…
|
B 75 5⁄5 | ||||||||
| 3729 |
A MCP server integrated with the OPanel server management panel, enabling LLM-a…
|
B 75 5⁄4 | ||||||||
| 3730 |
A Model Context Protocol (MCP) server that provides tools for managing todo ite…
|
B 75 5⁄5 | ||||||||
| 3731 |
Enables AI-powered marketing campaign management across Google Ads, Facebook Ad…
|
B 75 5⁄5 | ||||||||
| 3732 |
Enables AI assistants to interact with the Kapiti platform through 87 tools cov…
|
B 75 5⁄5 | ||||||||
| 3733 |
A WebMCP-native browser agent that runs inside your real Chrome — control it fr…
|
B 75 5⁄4 | ||||||||
| 3734 |
llms-txt-generator
Claim
The ultimate AI-powered generator for llms.txt and llms-full.txt files.
|
B 75 5⁄4 | ||||||||
| 3735 |
A CLI tool to create MCP (Model Context Protocol) applications with ease.
|
B 75 5⁄4 | ||||||||
| 3736 |
A Model Context Protocol server that enables interaction with You Need A Budget…
|
B 75 5⁄5 | ||||||||
| 3737 |
Provides comprehensive codebase analysis including project structure evaluation…
|
B 75 5⁄4 | ||||||||
| 3738 |
Models PLUS
Claim
Provides comprehensive AI model metadata through MCP, enabling search and filte…
|
B 75 5⁄5 | ||||||||
| 3739 |
Search and explore the Holy Qur'an with Arabic text, transliteration, and advan…
|
B 75 5⁄4 | ||||||||
| 3740 |
Enables AI assistants to interact with all Twilio APIs through the Model Contex…
|
B 75 5⁄5 | ||||||||
| 3741 |
A powerful MCP server for fetching and transforming web content into various fo…
|
B 75 5⁄4 | ||||||||
| 3742 |
Enables real-time monitoring and control of any Webots robot simulation, provid…
|
B 75 5⁄4 | ||||||||
| 3743 |
Enables sending transactional emails through GetMailer from AI assistants. Supp…
|
B 75 5⁄5 | ||||||||
| 3744 |
An MCP Server and VS Code Extension which enables (language agnostic) automatic…
|
B 75 5⁄4 | ||||||||
| 3745 |
A basic example demonstrating how to develop and run a serverless Model Context…
|
B 75 6⁄6 | ||||||||
| 3746 |
Enables AI-assisted code review and repository management for on-premise GitLab…
|
B 75 5⁄5 | ||||||||
| 3747 |
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in re…
|
B 75 5⁄4 | ||||||||
| 3748 |
Provides real-time access to medical data including drug interactions, ICD-10 c…
|
B 75 5⁄4 | ||||||||
| 3749 |
A Model Context Protocol (MCP) Server for https://joplinapp.org/ that enables n…
|
B 75 5⁄4 | ||||||||
| 3750 |
Enables AI assistants to interact with Ubiquiti UniFi network infrastructure fo…
|
B 75 5⁄5 | ||||||||