MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 2 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9901 |
secops-mcp
Claim
All-in-one security testing toolbox that brings together popular open source to…
|
C 66 5⁄4 | ||||||||
| 9902 |
Personal environment variable memory with semantic search and project managemen…
|
C 66 5⁄5 | ||||||||
| 9903 |
Enables AI assistants to calculate French individual income tax and retrieve cu…
|
C 66 5⁄5 | ||||||||
| 9904 |
EdgeOne Geo MCP Server
Claim
Enables AI models to access user geolocation information through EdgeOne Pages …
|
C 66 5⁄5 | ||||||||
| 9905 |
mcp-server-gdrive
Claim
gdrive mcp capable of upload
|
C 66 5⁄5 | ||||||||
| 9906 |
An MCP server for Microsoft SQL Server that enables executing read-only queries…
|
C 66 5⁄5 | ||||||||
| 9907 |
An MCP server that evaluates product designs against Dieter Rams' 10 principles…
|
C 66 5⁄5 | ||||||||
| 9908 |
Enables AI assistants to query and retrieve information from Amazon Bedrock Kno…
|
C 66 5⁄5 | ||||||||
| 9909 |
MCP server that lets LLMs execute code through the Piston remote code execution…
|
C 66 5⁄5 | ||||||||
| 9910 |
A custom Model Context Protocol server that gives Claude Desktop and other LLMs…
|
C 66 5⁄4 | ||||||||
| 9911 |
MCP server for Mendeley reference manager. Search your library, browse folders,…
|
C 66 5⁄5 | ||||||||
| 9912 |
A Model Context Protocol server that enables AI assistants to check domain name…
|
C 66 5⁄5 | ||||||||
| 9913 |
MySQL MCP Server
Claim
A server that enables AI models to interact with MySQL databases through a Mode…
|
C 66 5⁄5 | ||||||||
| 9914 |
Enables comprehensive management of Ansible Automation Platform Controller and …
|
C 66 5⁄5 | ||||||||
| 9915 |
tenkai-mcp
Claim
Search Tenkai Daily AI news for open-source releases, papers, and tools. Update…
|
C 66 5⁄4 | ||||||||
| 9916 |
The server functions as an MCP server to interact with Notion for retrieving an…
|
C 66 5⁄4 | ||||||||
| 9917 |
MCP server for Luma Dream Machine AI video generation
|
C 66 5⁄5 | ||||||||
| 9918 |
A fully self-hosted MCP server that integrates the Mem0 framework to provide pe…
|
C 66 5⁄4 | ||||||||
| 9919 |
Enables conversion between EDIFACT and BO4E data formats through the transforme…
|
C 66 5⁄5 | ||||||||
| 9920 |
Simple MCP Demo
Claim
A Python-based demonstration server showcasing multiple Model Context Protocol …
|
C 66 5⁄5 | ||||||||
| 9921 |
Enables AI agents to interact with Discourse forums through search, reading top…
|
C 66 6⁄6 | ||||||||
| 9922 |
A Model Context Protocol server that provides accurate network time services fo…
|
C 66 5⁄4 | ||||||||
| 9923 |
A minimal Node.js Model Context Protocol server that exposes two simple tools (…
|
C 66 5⁄5 | ||||||||
| 9924 |
Enables high-quality conversion of SVG files to PNG, ICO, and JPG formats with …
|
C 66 5⁄5 | ||||||||
| 9925 |
Enables users to search for the latest news articles from The Guardian using ke…
|
C 66 5⁄4 | ||||||||
| 9926 |
A Model Context Protocol server that enables AI assistants to access and contro…
|
C 66 5⁄4 | ||||||||
| 9927 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 66 5⁄5 | ||||||||
| 9928 |
MCP server for Limelink dynamic links with deep linking, social previews, and U…
|
C 66 5⁄5 | ||||||||
| 9929 |
This MCP server verifies that an agent’s claimed tool output matches the actual…
|
C 66 5⁄4 | ||||||||
| 9930 |
A Model Context Protocol server that provides secure curl command execution cap…
|
C 66 5⁄5 | ||||||||
| 9931 |
Enables persistent memory for AI systems by providing tools for episodic, seman…
|
C 66 5⁄5 | ||||||||
| 9932 |
An MCP server providing a range of cryptocurrency technical analysis indicators…
|
C 66 5⁄5 | ||||||||
| 9933 |
Enables AI agents to search the web, crawl websites, and perform intelligent RA…
|
C 66 5⁄5 | ||||||||
| 9934 |
Enables searching and retrieving content from BookStack knowledge bases via the…
|
C 66 5⁄5 | ||||||||
| 9935 |
A Model Context Protocol server that connects to Amadeus API, enabling AI assis…
|
C 66 5⁄5 | ||||||||
| 9936 |
Enables structured queries and data analysis of cancer genomics information by …
|
C 66 5⁄5 | ||||||||
| 9937 |
An MCP server that enables asset tracking by providing a bridge between the ite…
|
C 66 5⁄5 | ||||||||
| 9938 |
Me-MCP
Claim
A personal MCP Server that allows AI agents to retrieve your resume and contact…
|
C 66 5⁄5 | ||||||||
| 9939 |
Enables searching and analyzing Facebook's public ads library for any brand, in…
|
C 66 5⁄5 | ||||||||
| 9940 |
Enables AI assistants to interact with SIEMENS PLC S7-1500/1200 controllers thr…
|
C 66 5⁄5 | ||||||||
| 9941 |
Enables AI-driven PDF document processing including PDF to Markdown conversion,…
|
C 66 5⁄4 | ||||||||
| 9942 |
A Node.js package and GitHub Action for evaluating MCP (Model Context Protocol)…
|
C 66 6⁄4 | ||||||||
| 9943 |
Bridges Claude with a live FreeCAD instance to provide deep access to runtime s…
|
C 66 5⁄4 | ||||||||
| 9944 |
Enables users to get expert help with Isaac Sim scripting, USD (Universal Scene…
|
C 66 5⁄5 | ||||||||
| 9945 |
Kali MCP Pentest Server
Claim
Enables users to perform security testing and penetration testing tasks through…
|
C 66 5⁄5 | ||||||||
| 9946 |
IACR MCP Server
Claim
Enables programmatic access to the IACR Cryptology ePrint Archive, facilitating…
|
C 66 5⁄5 | ||||||||
| 9947 |
Lambda-MCP-Server
Claim
Creates a simple MCP tool server with "streaming" HTTP.
|
C 66 5⁄4 | ||||||||
| 9948 |
Provides access to over 200,000 open-source vector icons from more than 200 ico…
|
C 66 5⁄5 | ||||||||
| 9949 |
Enables interaction with Android devices and emulators through ADB, allowing co…
|
C 66 5⁄5 | ||||||||
| 9950 |
An MCP server that integrates ThreatBook's threat intelligence API, offering 15…
|
C 66 5⁄5 | ||||||||