MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 1 hour, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8751 |
An MCP server that enables AI agents to retrieve and analyze error reports from…
|
C 68 5⁄5 | ||||||||
| 8752 |
An MCP server that enables AI to control WhatsApp Web via Puppeteer Stealth for…
|
C 68 5⁄4 | ||||||||
| 8753 |
Get information about the current operating environment
|
C 68 5⁄4 | ||||||||
| 8754 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 68 5⁄5 | ||||||||
| 8755 |
An implementation of the Model Context Protocol for Django that enables AI agen…
|
C 68 5⁄5 | ||||||||
| 8756 |
An integration server that enables AI assistants like Claude or Cursor to acces…
|
C 68 5⁄5 | ||||||||
| 8757 |
rulego-server
Claim
A lightweight dependency-free workflow automation platform. Supports iPaaS, str…
|
C 68 5⁄4 | ||||||||
| 8758 |
Provides a simple 'wait' tool that introduces deliberate pauses into workflows …
|
C 68 5⁄5 | ||||||||
| 8759 |
estudIA-MCP
Claim
RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for …
|
C 68 5⁄5 | ||||||||
| 8760 |
MCP Server for Telegram
|
C 68 5⁄5 | ||||||||
| 8761 |
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
|
C 68 5⁄5 | ||||||||
| 8762 |
Enables semantic search and document management with support for text, PDF, and…
|
C 68 5⁄5 | ||||||||
| 8763 |
An MCP (Model Context Protocol) server for handling GitHub URLs with validation…
|
C 68 5⁄5 | ||||||||
| 8764 |
Xava Labs MCP Template
Claim
A template repository for bootstrapping Model Context Protocol (MCP) servers wi…
|
C 68 5⁄5 | ||||||||
| 8765 |
An MCP server that enables users to generate structured XMind mind maps with hi…
|
C 68 5⁄4 | ||||||||
| 8766 |
DeFi signal intelligence + agent discovery. Funding arb, whale alerts, Zora, co…
|
C 68 5⁄5 | ||||||||
| 8767 |
MCP Web Chat
Claim
A server that enables WebChat functionality through MCP (Model-Control-Protocol…
|
C 68 5⁄4 | ||||||||
| 8768 |
A Model Context Protocol server that provides secure and intelligent interactio…
|
C 68 5⁄4 | ||||||||
| 8769 |
Advanced Model Context Protocol server that integrates Gemini AI with Tailwind …
|
C 68 5⁄5 | ||||||||
| 8770 |
MI PANA APP MCP Server
Claim
Enables management of ride-sharing operations including searching for available…
|
C 68 5⁄5 | ||||||||
| 8771 |
Enables interaction with the Moltbook social platform, a Reddit-like community …
|
C 68 5⁄4 | ||||||||
| 8772 |
MCP Server to query from your Beancount ledger, or submit transaction.
|
C 68 5⁄4 | ||||||||
| 8773 |
US Weather MCP Server
Claim
Provides weather information for the United States through the Model Context Pr…
|
C 68 5⁄4 | ||||||||
| 8774 |
AutoDev MCP
Claim
A dual-track testing server that combines CLI test execution with Playwright-ba…
|
C 68 5⁄4 | ||||||||
| 8775 |
Exposes CDISC standards data including SDTM, ADaM, CDASH, and Controlled Termin…
|
C 68 5⁄5 | ||||||||
| 8776 |
Hello Widget Example
Claim
A minimal ChatGPT app demonstrating interactive greeting widgets with confetti …
|
C 68 5⁄5 | ||||||||
| 8777 |
Analyzes git changes in repositories and generates conventional commit messages…
|
C 68 5⁄5 | ||||||||
| 8778 |
a qweather mcp server
|
C 68 5⁄4 | ||||||||
| 8779 |
Enables image analysis using GLM-4.5V's vision capabilities from Z.AI. Supports…
|
C 68 5⁄4 | ||||||||
| 8780 |
Converts code into UML diagrams and flowcharts through static analysis, enablin…
|
C 68 5⁄5 | ||||||||
| 8781 |
An MCP server that integrates with the Haloscan SEO API to provide tools for ke…
|
C 68 5⁄5 | ||||||||
| 8782 |
A Model Context Protocol server that integrates with Tilt to provide programmat…
|
C 68 5⁄4 | ||||||||
| 8783 |
The Waldur MCP Server facilitates interaction with Waldur instances via MCP, al…
|
C 68 5⁄5 | ||||||||
| 8784 |
Enables vulnerability analysis by querying CVE data through the CIRCL API and p…
|
C 68 5⁄5 | ||||||||
| 8785 |
A Model Context Protocol server that provides development and debugging tools f…
|
C 68 5⁄4 | ||||||||
| 8786 |
MCP server for interacting with [YDB](https://ydb.tech) databases
|
C 68 5⁄5 | ||||||||
| 8787 |
An MCP server that provides an interface for the Interactive Brokers API via th…
|
C 68 5⁄5 | ||||||||
| 8788 |
Provides tools to create, update, delete, and search catalog items through the …
|
C 68 5⁄5 | ||||||||
| 8789 |
MCP AI Agent Server
Claim
Bridges Cline to an AI agent system through the Model Context Protocol, enablin…
|
C 68 5⁄5 | ||||||||
| 8790 |
brave search
|
C 68 5⁄5 | ||||||||
| 8791 |
An MCP server for intelligent YouTube video analysis that provides token-optimi…
|
C 68 5⁄5 | ||||||||
| 8792 |
Creates custom MCP servers from JSON configuration files that can execute AI-po…
|
C 68 5⁄4 | ||||||||
| 8793 |
A stateless MCP server that enables real-time, bidirectional messaging and coll…
|
C 68 5⁄5 | ||||||||
| 8794 |
Enables natural language trading operations through AI assistants using Alpaca'…
|
C 68 5⁄5 | ||||||||
| 8795 |
Save 30-75% on Manus AI credits through intelligent model routing, smart testin…
|
C 68 5⁄4 | ||||||||
| 8796 |
Enables interaction with Obsidian vaults through MCP, supporting note creation …
|
C 68 5⁄5 | ||||||||
| 8797 |
An integration tool that allows users to fetch weather alerts/forecasts from th…
|
C 68 5⁄5 | ||||||||
| 8798 |
Provides comprehensive Quarkdown document processing capabilities, enabling AI …
|
C 68 5⁄5 | ||||||||
| 8799 |
Customer Reminder MCP
Claim
Enables automated customer reminder management by connecting to Google Sheets t…
|
C 68 5⁄5 | ||||||||
| 8800 |
Provides deterministic, plain-English narratives explaining machine learning mo…
|
C 68 5⁄4 | ||||||||