MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9851 |
A Model Context Protocol server that provides AI assistants with persistent sem…
|
C 66 5⁄5 | ||||||||
| 9852 |
Seedream 4.0 MCP
Claim
Enables AI image generation through Volcano Engine's Seedream 4.0 API, supporti…
|
C 66 5⁄5 | ||||||||
| 9853 |
Agent-to-agent marketplace where AI agents discover, invoke, and pay for servic…
|
C 66 6⁄4 | ||||||||
| 9854 |
A comprehensive Model Context Protocol server that integrates Vibe Coding metho…
|
C 66 5⁄5 | ||||||||
| 9855 |
A Node.js and TypeScript implementation that provides system information and he…
|
C 66 5⁄4 | ||||||||
| 9856 |
A Model Context Protocol server that enables integration with GitHub Actions, a…
|
C 66 5⁄5 | ||||||||
| 9857 |
Enables Gemini AI to interact with a FastAPI application through MCP tools for …
|
C 66 5⁄4 | ||||||||
| 9858 |
Enables AI assistants to manage personal expenses through natural conversation,…
|
C 66 5⁄4 | ||||||||
| 9859 |
An MCP server that enables AI models to inspect local Python packages by retrie…
|
C 66 5⁄4 | ||||||||
| 9860 |
MCP server for AI agents to detect flash loan arbitrage opportunities across DE…
|
C 66 5⁄5 | ||||||||
| 9861 |
MySQL MCP Server
Claim
A server that enables AI models to interact with MySQL databases through a Mode…
|
C 66 5⁄5 | ||||||||
| 9862 |
mcp
Claim
MCP server exposing Hummingbot API for automated multi-exchange trading
|
C 66 5⁄4 | ||||||||
| 9863 |
An MCP server for organizing research papers, books, and digital sources by tra…
|
C 66 5⁄4 | ||||||||
| 9864 |
A server that enables web searches using different providers (currently Bing) a…
|
C 66 5⁄5 | ||||||||
| 9865 |
Enables semantic search and retrieval of information from technical documentati…
|
C 66 5⁄5 | ||||||||
| 9866 |
Provides tools for accurate Twitter/X post character counting, validation, and …
|
C 66 5⁄5 | ||||||||
| 9867 |
Typescript library for integrating Adyen APIs via an MCP server
|
C 66 6⁄6 | ||||||||
| 9868 |
Enables integration with Evernote API to access and manage Evernote resources i…
|
C 66 5⁄5 | ||||||||
| 9869 |
MCP server for Mendeley reference manager. Search your library, browse folders,…
|
C 66 5⁄5 | ||||||||
| 9870 |
An MCP server that provides searchable local storage for Claude conversation hi…
|
C 66 5⁄4 | ||||||||
| 9871 |
EdgeOne Geo MCP Server
Claim
Enables AI models to access user geolocation information through EdgeOne Pages …
|
C 66 5⁄5 | ||||||||
| 9872 |
Real-time crypto volume anomaly detection across 50+ tokens for whale signals
|
C 66 5⁄4 | ||||||||
| 9873 |
Enables searching and retrieving content from BookStack knowledge bases via the…
|
C 66 5⁄5 | ||||||||
| 9874 |
Tool that allows you to wait a certain time to continue the execution of an age…
|
C 66 5⁄5 | ||||||||
| 9875 |
Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…
|
C 66 5⁄4 | ||||||||
| 9876 |
PDF to Markdown conversion tool
|
C 66 5⁄4 | ||||||||
| 9877 |
An MCP server for reading, editing, and creating Hangul Word Processor (.hwpx) …
|
C 66 5⁄4 | ||||||||
| 9878 |
Bridges Claude with a live FreeCAD instance to provide deep access to runtime s…
|
C 66 5⁄4 | ||||||||
| 9879 |
A Model Context Protocol server that enables AI assistants like Claude to direc…
|
C 66 5⁄5 | ||||||||
| 9880 |
Enables semantic code search across multiple repositories using AST-aware chunk…
|
C 66 5⁄4 | ||||||||
| 9881 |
MCP server for exploring AOSP internals and Jetpack libraries
|
C 66 5⁄4 | ||||||||
| 9882 |
Easily understand your authorization by querying the OSO Cloud API using natura…
|
C 66 5⁄4 | ||||||||
| 9883 |
Allows AI assistants like Claude to directly interact with and control DaVinci …
|
C 66 5⁄4 | ||||||||
| 9884 |
This MCP server connects clients with Shopify store data, enabling retrieval of…
|
C 66 5⁄5 | ||||||||
| 9885 |
An MCP server that allows LLMs to create structured Xmind mind maps with hierar…
|
C 66 5⁄5 | ||||||||
| 9886 |
Enables AI to interact with internal company systems through API integration, s…
|
C 66 5⁄5 | ||||||||
| 9887 |
Enables AI assistants to control the Sushi audio engine via gRPC for real-time …
|
C 66 5⁄5 | ||||||||
| 9888 |
Azure DevOps MCP Server
Claim
Enables AI agents to query and interact with Azure DevOps data, including work …
|
C 66 5⁄5 | ||||||||
| 9889 |
Provides integration with ClickUp's API, allowing you to retrieve task informat…
|
C 66 5⁄5 | ||||||||
| 9890 |
Provides real-time NOAA space weather data (solar flares, Kp index, solar wind)…
|
C 66 5⁄5 | ||||||||
| 9891 |
Fetches and tracks content from YouTube channels, RSS feeds, and GitHub release…
|
C 66 5⁄5 | ||||||||
| 9892 |
A Model Context Protocol server that enables AI assistants to check domain name…
|
C 66 5⁄5 | ||||||||
| 9893 |
This MCP server provides connection to Starrocks allows you to explore this que…
|
C 66 5⁄5 | ||||||||
| 9894 |
Enables interaction with Confluence to manage spaces, pages, and comments with …
|
C 66 5⁄5 | ||||||||
| 9895 |
Official DeepSeek MCP server for chat, completion, model listing, and balance e…
|
C 66 6⁄4 | ||||||||
| 9896 |
Enables AI assistants to interact with the WinDbg GUI through the Model Context…
|
C 66 5⁄4 | ||||||||
| 9897 |
Automated DOCX Redlining Engine
|
C 66 5⁄4 | ||||||||
| 9898 |
A fully self-hosted MCP server that integrates the Mem0 framework to provide pe…
|
C 66 5⁄4 | ||||||||
| 9899 |
Enables LLMs to automate Google Blogger content management by providing tools f…
|
C 66 5⁄5 | ||||||||
| 9900 |
Lambda-MCP-Server
Claim
Creates a simple MCP tool server with "streaming" HTTP.
|
C 66 5⁄4 | ||||||||