MCP Server Quality Scores
Independent quality analysis of 33745 public MCP servers
Last updated 2 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12801 |
A demo server that allows AI models to manage a personal reading list stored in…
|
C 60 5⁄4 | ||||||||
| 12802 |
Provides real-time US weather alerts and forecasts by integrating with the Nati…
|
C 60 5⁄5 | ||||||||
| 12803 |
A Model Context Protocol (MCP) server that provides a tool for retrieving and m…
|
C 60 5⁄4 | ||||||||
| 12804 |
Persistent semantic memory for AI agents with knowledge graphs and Intelligence…
|
C 60 6⁄6 | ||||||||
| 12805 |
Enables searching for job listings on the German job portal Stepstone.de with m…
|
C 60 6⁄6 | ||||||||
| 12806 |
A Model Context Protocol server enabling LLMs like Claude to interact with the …
|
C 60 5⁄5 | ||||||||
| 12807 |
A Playwright-based tool that performs Google searches and extracts results whil…
|
C 60 5⁄5 | ||||||||
| 12808 |
Jokes MCP Server
Claim
Enables users to fetch jokes from multiple sources including Chuck Norris jokes…
|
C 60 5⁄5 | ||||||||
| 12809 |
A Model Context Protocol server that enables connecting LangChain or LangGraph …
|
C 60 5⁄5 | ||||||||
| 12810 |
Enables document translation across multiple languages and AI-powered semantic …
|
C 60 6⁄6 | ||||||||
| 12811 |
Enables interactive restaurant discovery and ordering through a synthetic comme…
|
C 60 6⁄6 | ||||||||
| 12812 |
Enables the automatic generation of complete Live2D models from a single photo …
|
C 60 5⁄4 | ||||||||
| 12813 |
Non-official Model Context Protocol server that enables interaction with AMap's…
|
C 60 5⁄5 | ||||||||
| 12814 |
Allows control of motorized window blinds through the Bond Bridge API, enabling…
|
C 60 5⁄5 | ||||||||
| 12815 |
A minimalist MCP server that provides a single tool to retrieve a developer nam…
|
C 60 5⁄5 | ||||||||
| 12816 |
An MCP server designed for developers to build and manage Minestom-based Minecr…
|
C 60 5⁄5 | ||||||||
| 12817 |
Generates secure random passwords and memorable passphrases with customizable o…
|
C 60 5⁄5 | ||||||||
| 12818 |
A server that connects to SK TMAP API, providing access to public transit routi…
|
C 60 5⁄5 | ||||||||
| 12819 |
*Updated December 9th 2025**
Manage your Microsoft 365 services effortlessly. C…
|
C 60 5⁄4 | ||||||||
| 12820 |
An MCP server that provides GitHub release information through the Model Contex…
|
C 60 5⁄5 | ||||||||
| 12821 |
A FastMCP-based tool for analyzing logback log files to detect code defects and…
|
C 60 5⁄4 | ||||||||
| 12822 |
MSC MCP Server
Claim
Enables control of Android devices through ADB, allowing users to list connecte…
|
C 60 5⁄4 | ||||||||
| 12823 |
A Model Context Protocol server that enables role-based context management for …
|
C 60 5⁄5 | ||||||||
| 12824 |
Provides professional C++ code style checking, best practices analysis, and mod…
|
C 60 5⁄5 | ||||||||
| 12825 |
FAQ RAG MCP Server
Claim
Enables semantic search and question-answering over FAQ documents using RAG (Re…
|
C 60 5⁄5 | ||||||||
| 12826 |
A Model Context Protocol server that connects Claude AI to QGIS, enabling direc…
|
C 60 5⁄5 | ||||||||
| 12827 |
An MCP server that provides access to Naver OpenAPI services, enabling users to…
|
C 60 5⁄5 | ||||||||
| 12828 |
Enables tracking and managing personal expenses through a local SQLite database…
|
C 60 5⁄4 | ||||||||
| 12829 |
Enables programmatic interaction with Happy AI sessions, allowing users to list…
|
C 60 6⁄6 | ||||||||
| 12830 |
MCP server for persistent Julia sessions — fast iteration without startup/compi…
|
C 60 5⁄4 | ||||||||
| 12831 |
A Model Context Protocol server providing comprehensive Korean stock market ana…
|
C 60 5⁄5 | ||||||||
| 12832 |
Enables binary comparison capabilities by leveraging IDA Pro and BinDiff to ana…
|
C 60 5⁄5 | ||||||||
| 12833 |
llamacloud-mcp
Claim
|
C 60 5⁄4 | ||||||||
| 12834 |
A Model Context Protocol server for interacting with Korea Investment & Securit…
|
C 60 5⁄5 | ||||||||
| 12835 |
MCP Server for ThoughtSpot - provides OAuth authentication and tools for queryi…
|
C 60 6⁄6 | ||||||||
| 12836 |
|
C 60 6⁄4 | ||||||||
| 12837 |
Provide a scaffold for building MCP servers with tools and resources integratio…
|
C 60 5⁄4 | ||||||||
| 12838 |
An MCP server providing access to the APLCart idiom collection with semantic se…
|
C 60 5⁄5 | ||||||||
| 12839 |
Enables secure SSH access to servers through a gateway with Kerberos authentica…
|
C 60 5⁄5 | ||||||||
| 12840 |
AITable MCP Server
Claim
Enables interaction with AITable workspaces through comprehensive API access, s…
|
C 60 6⁄6 | ||||||||
| 12841 |
MCPApp
Claim
This text introduces the Model Context Protocol (MCP) for AI interaction, explo…
|
C 60 6⁄4 | ||||||||
| 12842 |
A Model Context Protocol server providing 43 tools for Broadcom Endevor SCM int…
|
C 60 5⁄5 | ||||||||
| 12843 |
An MCP server that enables AI agents and LLMs to interact with the Test MCP Ser…
|
C 60 5⁄5 | ||||||||
| 12844 |
A Model Context Protocol server that enables natural language querying of the C…
|
C 60 5⁄5 | ||||||||
| 12845 |
Enables LLMs to interact with ROS1 Noetic robotic systems by providing tools fo…
|
C 60 5⁄5 | ||||||||
| 12846 |
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
|
C 60 5⁄5 | ||||||||
| 12847 |
A simple server implementing the Model Context Protocol (MCP) that exposes pers…
|
C 60 5⁄5 | ||||||||
| 12848 |
An MCP server for Oura, an app for tracking sleep
|
C 60 5⁄5 | ||||||||
| 12849 |
IMS MCP Server
Claim
Exposes the Integrated Memory System (IMS) capabilities, including session mana…
|
C 60 5⁄5 | ||||||||
| 12850 |
A Model Context Protocol server that enables AI assistants to explore and inter…
|
C 60 5⁄4 | ||||||||