MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7851 |
Enables monitoring and querying of Datadog metrics for Kubernetes clusters, APM…
|
B 70 5⁄5 | ||||||||
| 7852 |
A framework to use with AI to easily create a server for any service. Just drop…
|
B 70 5⁄4 | ||||||||
| 7853 |
A MCP server that enables transcription of audio files using OpenAI's Speech-to…
|
B 70 5⁄5 | ||||||||
| 7854 |
A production-ready MCP server that enables multiple AI agents to collaborate th…
|
B 70 5⁄4 | ||||||||
| 7855 |
Enables developers to search and access NicePay payment API documentation, incl…
|
B 70 5⁄5 | ||||||||
| 7856 |
Enables MCP clients to interact with Jira for managing tasks, including fetchin…
|
B 70 5⁄5 | ||||||||
| 7857 |
Provides text analysis tools including TF-IDF document search and text profilin…
|
B 70 5⁄5 | ||||||||
| 7858 |
devrag
Claim
Lightweight local RAG MCP server. 40x token reduction.
|
B 70 5⁄4 | ||||||||
| 7859 |
Claude Desktop Extension
Claim
Adds automation capabilities to Claude Desktop through MCP and enables Claude D…
|
B 70 5⁄4 | ||||||||
| 7860 |
MCP server for IDA Pro, allowing you to perform binary analysis with AI assista…
|
B 70 5⁄4 | ||||||||
| 7861 |
Deep Research for crypto - free & fully local
|
B 70 5⁄5 | ||||||||
| 7862 |
Enables comprehensive interaction with ERPNext systems through natural language…
|
B 70 5⁄5 | ||||||||
| 7863 |
A Model Context Protocol server that provides tools to search and retrieve econ…
|
B 70 5⁄5 | ||||||||
| 7864 |
A Python-based MCP server that provides a suite of basic arithmetic tools, incl…
|
B 70 5⁄5 | ||||||||
| 7865 |
A cloud-based vector memory service that provides AI assistants with persistent…
|
B 70 5⁄5 | ||||||||
| 7866 |
Enables the validation and generation of Terraform Infrastructure as Code accor…
|
B 70 5⁄4 | ||||||||
| 7867 |
MCP Weather Demo
Claim
A demonstration server for ModelContextProtocol that provides weather tools and…
|
B 70 5⁄5 | ||||||||
| 7868 |
A proof-of-concept MCP server demonstrating various capabilities including math…
|
B 70 5⁄5 | ||||||||
| 7869 |
A Model-Context-Protocol server enabling users to perform basic operations on S…
|
B 70 5⁄5 | ||||||||
| 7870 |
Search horse boarding facilities and trainers across 44 US states.
|
B 70 4⁄4 | ||||||||
| 7871 |
Enables interaction with Fantasy Premier League data through natural language q…
|
B 70 5⁄5 | ||||||||
| 7872 |
Enables users to fetch real-time weather alerts from the National Weather Servi…
|
B 70 5⁄5 | ||||||||
| 7873 |
Provides current time and date information with timezone support and multiple f…
|
B 70 5⁄5 | ||||||||
| 7874 |
Enables interaction with Notion workspaces through the Notion API. Provides too…
|
B 70 5⁄5 | ||||||||
| 7875 |
FEL MCP Server (Local)
Claim
Enables validation and PDF rendering of Guatemalan FEL invoices from XML files.…
|
B 70 5⁄4 | ||||||||
| 7876 |
A utility toolkit that enhances Claude's code interaction capabilities by provi…
|
B 70 5⁄4 | ||||||||
| 7877 |
An MCP server that interfaces with the Lilith library to analyze Higgs boson ph…
|
B 70 5⁄5 | ||||||||
| 7878 |
Enables text-to-image generation and image editing using Azure AI Foundry model…
|
B 70 5⁄5 | ||||||||
| 7879 |
The URL-Context-MCP MCP Server provides a tool to analyze and summarize the con…
|
B 70 5⁄5 | ||||||||
| 7880 |
A MCP server that send desktop notifications with sound effect when agent tasks…
|
B 70 5⁄4 | ||||||||
| 7881 |
Provides comprehensive code analysis through three MCP servers: static analysis…
|
B 70 5⁄5 | ||||||||
| 7882 |
A read-only Model Context Protocol server that enables interaction with Unimus …
|
B 70 5⁄5 | ||||||||
| 7883 |
A Model Context Protocol server that integrates with Bear App, enabling AI assi…
|
B 70 5⁄4 | ||||||||
| 7884 |
WSPR beacon analytics MCP server. Band openings, path analysis, solar correlati…
|
B 70 5⁄4 | ||||||||
| 7885 |
A Model Context Protocol server that enables Docker container management throug…
|
B 70 5⁄5 | ||||||||
| 7886 |
An MCP server that provides shell command execution and OpenAI Whisper transcri…
|
B 70 5⁄4 | ||||||||
| 7887 |
An interface for the Nipoppy neuroimaging framework that enables AI agents to l…
|
B 70 5⁄4 | ||||||||
| 7888 |
An MCP server that connects to Tana's Input API, allowing Large Language Models…
|
B 70 5⁄5 | ||||||||
| 7889 |
A learning-focused MCP server that demonstrates core MCP concepts through a sim…
|
B 70 5⁄4 | ||||||||
| 7890 |
Connects Technolutions Slate with Claude to query and analyze student enrollmen…
|
B 70 5⁄5 | ||||||||
| 7891 |
Gradle Tomcat MCP Server
Claim
Enables management of Gradle-based Tomcat applications with capabilities for st…
|
B 70 5⁄5 | ||||||||
| 7892 |
Provides weather forecasts and alerts for US locations using the National Weath…
|
B 70 5⁄5 | ||||||||
| 7893 |
A comprehensive MCP server that enables file operations, mathematical calculati…
|
B 70 5⁄4 | ||||||||
| 7894 |
Generates children's storybook illustrations in multiple art styles (3D cartoon…
|
B 70 5⁄5 | ||||||||
| 7895 |
A TypeScript implementation of a flight & stay search MCP server that uses the …
|
B 70 5⁄5 | ||||||||
| 7896 |
sports-mcp-server
Claim
|
B 70 5⁄5 | ||||||||
| 7897 |
A Model Context Protocol server providing tools for querying Bitcoin blockchain…
|
B 70 5⁄5 | ||||||||
| 7898 |
Provides access to the Finnish company registry (PRH/YTJ) to search for busines…
|
B 70 5⁄5 | ||||||||
| 7899 |
A self-hosted MCP server that provides AI assistants with a shared, persistent …
|
B 70 5⁄4 | ||||||||
| 7900 |
MCP Server for interacting with Android Devices.
|
B 70 5⁄4 | ||||||||