MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 2 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8801 |
Provides integration with The Movie Database (TMDB) API for searching movies, T…
|
C 68 5⁄5 | ||||||||
| 8802 |
A stateless MCP server that enables real-time, bidirectional messaging and coll…
|
C 68 5⁄5 | ||||||||
| 8803 |
An MCP server that enables AI agents to authenticate with and interact with Ope…
|
C 68 5⁄5 | ||||||||
| 8804 |
Fast SSH connection manager with TUI dashboard and MCP server for discovering, …
|
C 68 5⁄4 | ||||||||
| 8805 |
Weather MCP Server
Claim
Provides weather information through the Model Context Protocol, fetching real-…
|
C 68 5⁄5 | ||||||||
| 8806 |
Shared knowledge base for AI agents. Search and contribute solutions to technic…
|
C 68 5⁄5 | ||||||||
| 8807 |
An MCP server that provides persistent memory for database schemas by storing t…
|
C 68 4⁄4 | ||||||||
| 8808 |
A Model Context Protocol server that enables seamless interaction between MCP c…
|
C 68 5⁄4 | ||||||||
| 8809 |
Coolify MCP Server
Claim
Enables interaction with Coolify applications and resources through the Coolify…
|
C 68 5⁄5 | ||||||||
| 8810 |
A fixed Model Completion Protocol (MCP) server that enables LLMs like Claude Co…
|
C 68 5⁄5 | ||||||||
| 8811 |
The Waldur MCP Server facilitates interaction with Waldur instances via MCP, al…
|
C 68 5⁄5 | ||||||||
| 8812 |
A Model Context Protocol server that provides development and debugging tools f…
|
C 68 5⁄4 | ||||||||
| 8813 |
Enables vulnerability analysis by querying CVE data through the CIRCL API and p…
|
C 68 5⁄5 | ||||||||
| 8814 |
MCP server for interacting with [YDB](https://ydb.tech) databases
|
C 68 5⁄5 | ||||||||
| 8815 |
brave search
|
C 68 5⁄5 | ||||||||
| 8816 |
MCP AI Agent Server
Claim
Bridges Cline to an AI agent system through the Model Context Protocol, enablin…
|
C 68 5⁄5 | ||||||||
| 8817 |
Enables natural language trading operations through AI assistants using Alpaca'…
|
C 68 5⁄5 | ||||||||
| 8818 |
OCI MCP Server
Claim
Enables interaction with Oracle Cloud Infrastructure services through a unified…
|
C 68 5⁄5 | ||||||||
| 8819 |
Save 30-75% on Manus AI credits through intelligent model routing, smart testin…
|
C 68 5⁄4 | ||||||||
| 8820 |
Provides deterministic, plain-English narratives explaining machine learning mo…
|
C 68 5⁄4 | ||||||||
| 8821 |
AutoDev MCP
Claim
A dual-track testing server that combines CLI test execution with Playwright-ba…
|
C 68 5⁄4 | ||||||||
| 8822 |
A Python-based MCP server that enables integration with Microsoft Security Copi…
|
C 68 5⁄5 | ||||||||
| 8823 |
MCP server that wraps OpenAI's image generation and editing APIs, enabling text…
|
C 68 5⁄4 | ||||||||
| 8824 |
A Model Context Protocol server that enables IDEs like Cursor and Windsurf to a…
|
C 68 5⁄5 | ||||||||
| 8825 |
Analyzes local Git repositories to provide detailed insights into commit statis…
|
C 68 5⁄4 | ||||||||
| 8826 |
A Model Context Protocol tool that retrieves daily stock market data for any st…
|
C 68 5⁄5 | ||||||||
| 8827 |
Provides professional Chinese astrology calculations including Four Pillars, Fi…
|
C 68 5⁄5 | ||||||||
| 8828 |
Provides powerful video and audio editing capabilities through FFmpeg, enabling…
|
C 68 5⁄5 | ||||||||
| 8829 |
SmartThingsMCP
Claim
Enables comprehensive interaction with SmartThings devices, locations, scenes, …
|
C 68 5⁄5 | ||||||||
| 8830 |
A Model Context Protocol server template deployed on Azion Edge Computing Netwo…
|
C 68 5⁄5 | ||||||||
| 8831 |
Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequ…
|
C 68 5⁄5 | ||||||||
| 8832 |
Enables AI assistants to control Spotify playback, search for music, manage pla…
|
C 68 5⁄5 | ||||||||
| 8833 |
Plausible MCP Server
Claim
Allows AI models to query and retrieve analytics data from Plausible Analytics …
|
C 68 5⁄5 | ||||||||
| 8834 |
cognitive-ai-memory
Claim
Ebbinghaus-based persistent memory for Claude. Memories decay with time, streng…
|
C 68 5⁄4 | ||||||||
| 8835 |
An MCP server that enables AI to control WhatsApp Web via Puppeteer Stealth for…
|
C 68 5⁄4 | ||||||||
| 8836 |
Get information about the current operating environment
|
C 68 5⁄4 | ||||||||
| 8837 |
An implementation of the Model Context Protocol for Django that enables AI agen…
|
C 68 5⁄5 | ||||||||
| 8838 |
Advanced Model Context Protocol server that integrates Gemini AI with Tailwind …
|
C 68 5⁄5 | ||||||||
| 8839 |
Customer Reminder MCP
Claim
Enables automated customer reminder management by connecting to Google Sheets t…
|
C 68 5⁄5 | ||||||||
| 8840 |
MI PANA APP MCP Server
Claim
Enables management of ride-sharing operations including searching for available…
|
C 68 5⁄5 | ||||||||
| 8841 |
An MCP server that integrates with the Haloscan SEO API to provide tools for ke…
|
C 68 5⁄5 | ||||||||
| 8842 |
A Model Context Protocol server that enables interaction with PostgreSQL databa…
|
C 68 5⁄5 | ||||||||
| 8843 |
DeFi signal intelligence + agent discovery. Funding arb, whale alerts, Zora, co…
|
C 68 5⁄5 | ||||||||
| 8844 |
Enables interaction with Obsidian vaults through MCP, supporting note creation …
|
C 68 5⁄5 | ||||||||
| 8845 |
MCP PDF Server
Claim
A Model Context Protocol (MCP) based server that efficiently manages PDF files,…
|
C 68 5⁄5 | ||||||||
| 8846 |
Provides real-time, privacy-preserving analysis of LLM interactions to detect p…
|
C 68 5⁄4 | ||||||||
| 8847 |
A Model Context Protocol server that integrates with AWS CodePipeline, allowing…
|
C 68 5⁄5 | ||||||||
| 8848 |
Connects Google Analytics 4 data to Claude, Cursor and other MCP clients, enabl…
|
C 68 5⁄4 | ||||||||
| 8849 |
Provides real-time weather data and air quality information for geographic coor…
|
C 68 5⁄5 | ||||||||
| 8850 |
MCP server for data visualization with Mermaid charts.
|
C 68 5⁄4 | ||||||||