MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10801 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 64 5⁄4 | ||||||||
| 10802 |
Enables managing Active Directory users, groups, and computers using natural la…
|
C 64 5⁄4 | ||||||||
| 10803 |
Enables AI agents to interact with the Nager MCP UI API through standardized Mo…
|
C 64 5⁄5 | ||||||||
| 10804 |
MCP Compass is a discovery and recommendation service that assists AI assistant…
|
C 64 6⁄4 | ||||||||
| 10805 |
A Model Context Protocol server that enables Claude Desktop to generate images …
|
C 64 5⁄5 | ||||||||
| 10806 |
A lightweight mcp server that tells you exactly where you are.
|
C 64 5⁄5 | ||||||||
| 10807 |
A Model Context Protocol (MCP) server that enables Claude Desktop to check doma…
|
C 64 5⁄5 | ||||||||
| 10808 |
Provides access to Brian Eno and Peter Schmidt's Oblique Strategies card deck t…
|
C 64 5⁄5 | ||||||||
| 10809 |
Enables AI agents to interact with Salesforce organizations through natural lan…
|
C 64 5⁄5 | ||||||||
| 10810 |
AI-powered video editing MCP server with 10 tools for timeline editing, 5-layer…
|
C 64 5⁄5 | ||||||||
| 10811 |
Enables AI assistants to interact with MariaDB databases through SQL operations…
|
C 64 5⁄5 | ||||||||
| 10812 |
Plays Spotify tracks or system sounds as notifications when Claude Code complet…
|
C 64 6⁄4 | ||||||||
| 10813 |
An MCP server for managing agent memory using provenance tracking, decay-weight…
|
C 64 5⁄4 | ||||||||
| 10814 |
Integrates the miEAA 3.x bioinformatics platform with Claude Desktop, enabling …
|
C 64 5⁄5 | ||||||||
| 10815 |
A server monitoring and inspection tool collection that provides remote utiliti…
|
C 64 5⁄5 | ||||||||
| 10816 |
mcp_server1
Claim
|
C 64 5⁄4 | ||||||||
| 10817 |
A production-ready Model Context Protocol server for interacting with Cosmic he…
|
C 64 5⁄5 | ||||||||
| 10818 |
A Model Context Protocol server providing Ethereum blockchain tools, including …
|
C 64 5⁄5 | ||||||||
| 10819 |
ragmacs-mcp
Claim
Provides LLMs with live introspective access to a running Emacs instance to eva…
|
C 64 5⁄4 | ||||||||
| 10820 |
An MCP server that allows users to create custom tools on the fly by stitching …
|
C 64 5⁄5 | ||||||||
| 10821 |
Provides a server utilizing Model Context Protocol to enable human-like browser…
|
C 64 5⁄5 | ||||||||
| 10822 |
Hoofy — AI development companion MCP server. Persistent memory, spec-driven dev…
|
C 64 6⁄4 | ||||||||
| 10823 |
flutter-skill
Claim
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.
|
C 64 5⁄5 | ||||||||
| 10824 |
MCP-FinTechCo
Claim
Provides real-time weather data for cities worldwide using the Open-Meteo API, …
|
C 64 5⁄5 | ||||||||
| 10825 |
A comprehensive toolkit that enables automated interaction with Cisco Modeling …
|
C 64 5⁄5 | ||||||||
| 10826 |
Enables managing Jenkins operations like listing jobs, triggering builds, and c…
|
C 64 5⁄5 | ||||||||
| 10827 |
Provides weather forecast data for locations in China through HeFeng Weather AP…
|
C 64 5⁄5 | ||||||||
| 10828 |
A Model Context Protocol server that provides knowledge graph-based persistent …
|
C 64 5⁄5 | ||||||||
| 10829 |
An OpenOCD debug MCP server that manages debugging targets and sessions by reus…
|
C 64 5⁄4 | ||||||||
| 10830 |
Enables AI assistants to create, monitor, and manage computational tasks throug…
|
C 64 5⁄5 | ||||||||
| 10831 |
A Model Context Protocol server that provides access to Shodan and VirusTotal A…
|
C 64 5⁄5 | ||||||||
| 10832 |
Enables interaction with Bitcoin's blockchain through Claude to embed and read …
|
C 64 5⁄5 | ||||||||
| 10833 |
Enables Claude Desktop to integrate with n8n workflow automation platform throu…
|
C 64 5⁄5 | ||||||||
| 10834 |
Enables AI assistants to track global food prices, search products by barcode o…
|
C 64 5⁄5 | ||||||||
| 10835 |
Enables interaction with the Monad testnet to check balances, examine transacti…
|
C 64 5⁄5 | ||||||||
| 10836 |
A starter template for building custom MCP servers that can integrate with Clau…
|
C 64 5⁄5 | ||||||||
| 10837 |
Automatically scans and summarizes video links (YouTube, Instagram Reels) and t…
|
C 64 5⁄5 | ||||||||
| 10838 |
vedit-mcp
|
C 64 5⁄5 | ||||||||
| 10839 |
sec
Claim
SEC MCP — SEC EDGAR public APIs (free, no auth)
|
C 64 5⁄5 | ||||||||
| 10840 |
mcp-get-installed-apps
|
C 64 5⁄4 | ||||||||
| 10841 |
Provides weather forecast and alert information from the National Weather Servi…
|
C 64 5⁄4 | ||||||||
| 10842 |
A Cloudflare Workers-based server that extracts clean, formatted text from web …
|
C 64 5⁄5 | ||||||||
| 10843 |
Enables fetching and viewing Jira issue details directly through Claude Desktop…
|
C 64 5⁄5 | ||||||||
| 10844 |
SNCF API MCP Server
Claim
A modular Python wrapper for the SNCF API that integrates with Claude Desktop, …
|
C 64 5⁄5 | ||||||||
| 10845 |
Enables conversation history sharing between ChatGPT and Claude with secure mul…
|
C 64 5⁄5 | ||||||||
| 10846 |
paylink
Claim
A payment framework that helps developers easily integrate payments into their …
|
C 64 6⁄4 | ||||||||
| 10847 |
Metasploit MCP Server
Claim
Bridges large language models with the Metasploit Framework to enable natural l…
|
C 64 5⁄5 | ||||||||
| 10848 |
Manages EVE Online fleets via SSO authorization, inspecting composition, organi…
|
C 64 5⁄4 | ||||||||
| 10849 |
A Model Context Protocol server that allows AI assistants to save structured in…
|
C 64 5⁄5 | ||||||||
| 10850 |
An MCP server that scrapes movie theater schedules from eiga.com to provide mov…
|
C 64 5⁄4 | ||||||||