MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9801 |
An experimental MCP server providing full control over the macOS user interface…
|
C 66 5⁄4 | ||||||||
| 9802 |
Simple MCP Demo
Claim
A Python-based demonstration server showcasing multiple Model Context Protocol …
|
C 66 5⁄5 | ||||||||
| 9803 |
MCP Self-Learning Server
Claim
Enables autonomous learning from interactions through pattern recognition and m…
|
C 66 5⁄5 | ||||||||
| 9804 |
A powerful speech-to-text MCP server that supports multiple audio formats and r…
|
C 66 5⁄4 | ||||||||
| 9805 |
Provides access to WakaTime coding analytics data through MCP tools. Enables qu…
|
C 66 5⁄5 | ||||||||
| 9806 |
|
C 66 5⁄4 | ||||||||
| 9807 |
MCP server for Mendeley reference manager. Search your library, browse folders,…
|
C 66 5⁄5 | ||||||||
| 9808 |
MCP server for French tax calculations and information - enables AI assistants …
|
C 66 5⁄5 | ||||||||
| 9809 |
A Model Context Protocol server enabling AI assistants to interact with Trilium…
|
C 66 5⁄5 | ||||||||
| 9810 |
File Convert MCP Server
|
C 66 5⁄5 | ||||||||
| 9811 |
Typescript library for integrating Adyen APIs via an MCP server
|
C 66 6⁄6 | ||||||||
| 9812 |
Enables execution of shell commands, directory navigation, and interactive prog…
|
C 66 5⁄4 | ||||||||
| 9813 |
Solar indices and space weather MCP server. SFI, SSN, Kp, DSCOVR, NOAA alerts.
|
C 66 5⁄4 | ||||||||
| 9814 |
Enables comprehensive control and automation of Yandex Browser, including tab m…
|
C 66 5⁄5 | ||||||||
| 9815 |
Provides integration with ClickUp's API, allowing you to retrieve task informat…
|
C 66 5⁄5 | ||||||||
| 9816 |
Enables interaction with MongoDB databases through MCP, supporting database que…
|
C 66 5⁄4 | ||||||||
| 9817 |
IACR MCP Server
Claim
Enables programmatic access to the IACR Cryptology ePrint Archive, facilitating…
|
C 66 5⁄5 | ||||||||
| 9818 |
Enables AI assistants to scan project dependencies and Infrastructure as Code f…
|
C 66 5⁄5 | ||||||||
| 9819 |
Enables integration with Evernote API to access and manage Evernote resources i…
|
C 66 5⁄5 | ||||||||
| 9820 |
Provide a server implementation that integrates with the Model Context Protocol…
|
C 66 5⁄5 | ||||||||
| 9821 |
Enables persistent memory for AI systems by providing tools for episodic, seman…
|
C 66 5⁄5 | ||||||||
| 9822 |
rod-mcp
Claim
Rod-MCP provides browser automation capabilities for your applications by using…
|
C 66 5⁄4 | ||||||||
| 9823 |
nf-core MCP Server
Claim
Enables users to manage and navigate nf-core bioinformatics pipeline repositori…
|
C 66 5⁄4 | ||||||||
| 9824 |
A Model Context Protocol (MCP) server for generating a beautiful interactive mi…
|
C 66 5⁄4 | ||||||||
| 9825 |
A local/private-favored wrapper for antvis/mcp-server-chart
|
C 66 5⁄4 | ||||||||
| 9826 |
Provides stealthy browser automation capabilities using a custom Firefox build …
|
C 66 5⁄5 | ||||||||
| 9827 |
Spotify MCP Server
Claim
Enables comprehensive Spotify integration through natural language commands, su…
|
C 66 5⁄5 | ||||||||
| 9828 |
Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-…
|
C 66 6⁄4 | ||||||||
| 9829 |
Provides intelligent OpenAI API token management with automatic switching betwe…
|
C 66 5⁄5 | ||||||||
| 9830 |
Provides tools for working with iOS Localizable.xcstrings files, enabling autom…
|
C 66 5⁄5 | ||||||||
| 9831 |
Enables reading and processing various document formats including Word, PDF, RT…
|
C 66 5⁄4 | ||||||||
| 9832 |
Connects AI clients to the Standard Metrics API for automated analysis of ventu…
|
C 66 5⁄5 | ||||||||
| 9833 |
twitter-mcp
Claim
All-in-one Twitter management solution providing timeline access, user tweet re…
|
C 66 5⁄4 | ||||||||
| 9834 |
Enables high-quality conversion of SVG files to PNG, ICO, and JPG formats with …
|
C 66 5⁄5 | ||||||||
| 9835 |
This SSE-based MCP server allows users to connect and interact with National We…
|
C 66 5⁄5 | ||||||||
| 9836 |
Enables cross-chain bridging, multi-chain token swaps, and real-time pricing ac…
|
C 66 6⁄6 | ||||||||
| 9837 |
freshrelease_py
Claim
|
C 66 5⁄4 | ||||||||
| 9838 |
A command-line interface application that enables interaction with LLMs through…
|
C 66 5⁄4 | ||||||||
| 9839 |
An MCP server for Microsoft SQL Server that enables executing read-only queries…
|
C 66 5⁄5 | ||||||||
| 9840 |
Enables intelligent Go code quality checking with smart change detection throug…
|
C 66 5⁄4 | ||||||||
| 9841 |
Provides Python and FastAPI coding best practices with searchable guidelines, c…
|
C 66 5⁄5 | ||||||||
| 9842 |
Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…
|
C 66 5⁄4 | ||||||||
| 9843 |
Enables dynamic exploration of Angular library components by reading and analyz…
|
C 66 5⁄4 | ||||||||
| 9844 |
Enables access to GVA GIS (Generalitat Valenciana) geographic data through ArcG…
|
C 66 5⁄5 | ||||||||
| 9845 |
A comprehensive Model Context Protocol server that integrates Vibe Coding metho…
|
C 66 5⁄5 | ||||||||
| 9846 |
Lambda-MCP-Server
Claim
Creates a simple MCP tool server with "streaming" HTTP.
|
C 66 5⁄4 | ||||||||
| 9847 |
sliverc2-mcp
|
C 66 5⁄4 | ||||||||
| 9848 |
A simple Machine Conversational Protocol server for Warp Terminal that provides…
|
C 66 5⁄5 | ||||||||
| 9849 |
Provides AI agents with access to file metadata, vector search, and workflow me…
|
C 66 5⁄5 | ||||||||
| 9850 |
Enables AI-driven PDF document processing including PDF to Markdown conversion,…
|
C 66 5⁄4 | ||||||||