MCP Server Quality Scores
Independent quality analysis of 57597 public MCP servers
Last updated 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9151 |
An integration server that enables AI assistants like Claude or Cursor to acces…
|
C 68 5⁄5 | ||||||||
| 9152 |
Automatically generates mind map images from text content using Coze API workfl…
|
C 68 5⁄5 | ||||||||
| 9153 |
CSS Tutor MCP Server
Claim
Provides personalized CSS learning updates by tracking known concepts in memory…
|
C 68 5⁄5 | ||||||||
| 9154 |
MCP server for codewiki.google. Search repos, fetch AI-generated wiki docs, and…
|
C 68 5⁄5 | ||||||||
| 9155 |
Provides tools for AI agents to manage long-term memories, daily notes, and TOD…
|
C 68 5⁄4 | ||||||||
| 9156 |
Helps AI agents read and write valid TEI XML. Element lookup, attribute resolut…
|
C 68 5⁄5 | ||||||||
| 9157 |
Add Bitcoin Lightning payments to MCP-enabled AI agents. Pay invoices, create i…
|
C 68 5⁄5 | ||||||||
| 9158 |
Design, manage, and price tabletop games on The Game Crafter via MCP.
|
C 67 5⁄4 | ||||||||
| 9159 |
A simple user management service that enables creating new users and retrieving…
|
C 67 5⁄4 | ||||||||
| 9160 |
Enables AI assistants to access and search 3GPP telecommunications specificatio…
|
C 67 5⁄5 | ||||||||
| 9161 |
A Model Context Protocol server that enables building Android projects and runn…
|
C 67 5⁄4 | ||||||||
| 9162 |
Interact with TikTok videos
|
C 67 6⁄6 | ||||||||
| 9163 |
Enables interaction with PostgreSQL databases through natural language commands…
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C 67 5⁄5 | ||||||||
| 9164 |
An open source Model Context Protocol server for PostgreSQL that provides datab…
|
C 67 5⁄5 | ||||||||
| 9165 |
mcp-comexstat
Claim
mcp-comexstat
|
C 67 5⁄5 | ||||||||
| 9166 |
A production-ready browser automation server that enables AI assistants to inte…
|
C 67 5⁄4 | ||||||||
| 9167 |
AgentCost MCP Server
Claim
Provides real-time AI model pricing, cost estimation, and budget management too…
|
C 67 5⁄5 | ||||||||
| 9168 |
Provides access to Google Maps API functionality including geocoding, place sea…
|
C 67 5⁄5 | ||||||||
| 9169 |
Provides tools for interacting with Interactive Brokers Gateway to access marke…
|
C 67 5⁄4 | ||||||||
| 9170 |
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
C 67 5⁄4 | ||||||||
| 9171 |
A remote MCP server deployable on Cloudflare Workers that provides integrated G…
|
C 67 5⁄5 | ||||||||
| 9172 |
Korea Weather
Claim
Get real-time conditions and ultra-short-term forecasts across South Korea. Che…
|
C 67 5⁄4 | ||||||||
| 9173 |
A Flask-based reference implementation demonstrating how to build an MCP server…
|
C 67 5⁄4 | ||||||||
| 9174 |
Create personalized greetings for people or groups in seconds. Toggle a playful…
|
C 67 5⁄4 | ||||||||
| 9175 |
Enables AI-powered racing coaching and telemetry analysis for iRacing, providin…
|
C 67 5⁄5 | ||||||||
| 9176 |
A Model Context Protocol server that provides accurate Taiwan holiday and makeu…
|
C 67 5⁄5 | ||||||||
| 9177 |
Enables interaction with MariaDB databases through secure read-only operations.…
|
C 67 5⁄5 | ||||||||
| 9178 |
Provides powerful JSON manipulation tools through Model Context Protocol, enabl…
|
C 67 5⁄5 | ||||||||
| 9179 |
MyPos MCP
Claim
A Model-Context-Protocol server that connects to MySQL or PostgreSQL databases,…
|
C 67 5⁄4 | ||||||||
| 9180 |
Enables creators and marketers to generate viral social media hooks, format tex…
|
C 67 5⁄5 | ||||||||
| 9181 |
Facilitates interactive feature discussions with AI guidance, maintaining conte…
|
C 67 5⁄5 | ||||||||
| 9182 |
Enables AI assistants to interact with Slack Lists through comprehensive tools …
|
C 67 5⁄5 | ||||||||
| 9183 |
A comprehensive framework for building remote MCP servers on Cloudflare Workers…
|
C 67 5⁄5 | ||||||||
| 9184 |
Bridges Django applications with AI assistants by implementing the Model Contex…
|
C 67 5⁄4 | ||||||||
| 9185 |
A Model Context Protocol server that facilitates integration with OpenCTI, allo…
|
C 67 5⁄5 | ||||||||
| 9186 |
Build tools for LLMs in Rust using Model Context Protocol
|
C 67 5⁄4 | ||||||||
| 9187 |
An MCP server that enables AI assistants to programmatically create and manage …
|
C 67 5⁄5 | ||||||||
| 9188 |
Enables LLMs to search for food products and retrieve detailed nutritional info…
|
C 67 5⁄4 | ||||||||
| 9189 |
A Model Context Protocol (MCP) server implementation that connects Large Langua…
|
C 67 5⁄5 | ||||||||
| 9190 |
Provides tools for converting Markdown content and files into professional PDF …
|
C 67 5⁄5 | ||||||||
| 9191 |
Integrates with HuntFlow ATS to manage vacancies, candidates, resumes, and recr…
|
C 67 4⁄4 | ||||||||
| 9192 |
An MCP server for Arma Reforger and Enfusion engine modding that enables users …
|
C 67 5⁄4 | ||||||||
| 9193 |
A demo showcase of a comprehensive MCP Server setup using a real estate website…
|
C 67 5⁄5 | ||||||||
| 9194 |
Enables AI assistants to control Ableton Live through natural language by query…
|
C 67 5⁄4 | ||||||||
| 9195 |
Enables natural voice interaction with Claude Code through speech-to-text, supp…
|
C 67 5⁄4 | ||||||||
| 9196 |
Enables AI agents to browse, search, and read content from Piazza course forums…
|
C 67 5⁄5 | ||||||||
| 9197 |
A template repository for creating MCP servers that can be easily containerized…
|
C 67 5⁄4 | ||||||||
| 9198 |
Enables interaction with Figma files through tools that list projects/files, fe…
|
C 67 5⁄5 | ||||||||
| 9199 |
Enables AI assistants to capture and analyze screenshots using Claude Vision AP…
|
C 67 5⁄5 | ||||||||
| 9200 |
A basic MCP server template that can be integrated with Cursor to enable AI too…
|
C 67 5⁄4 | ||||||||