MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8601 |
Automatically plays Subway Surfers gameplay in the background during coding ses…
|
C 68 5⁄4 | ||||||||
| 8602 |
Integrates Google's Gemini AI models into Claude Code and other MCP clients to …
|
C 68 5⁄5 | ||||||||
| 8603 |
A simple Nuxt application that serves as a Model Context Protocol server deploy…
|
C 68 5⁄5 | ||||||||
| 8604 |
An MCP server that enables users to generate structured XMind mind maps with hi…
|
C 68 5⁄4 | ||||||||
| 8605 |
Enables integration with Kagi search engine services including web search, cont…
|
C 68 5⁄5 | ||||||||
| 8606 |
An MCP server that provides access to project files and their contents, allowin…
|
C 68 5⁄4 | ||||||||
| 8607 |
GeminiMcpServer
Claim
Enables seamless integration between MCP-compatible clients (like LM Studio) an…
|
C 68 5⁄5 | ||||||||
| 8608 |
Enables persistent memory and semantic search for development workflows with hi…
|
C 68 5⁄5 | ||||||||
| 8609 |
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore di…
|
C 68 5⁄5 | ||||||||
| 8610 |
A Model Context Protocol server that wraps the Tracxn REST API, providing a sta…
|
C 68 5⁄5 | ||||||||
| 8611 |
Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude C…
|
C 68 5⁄5 | ||||||||
| 8612 |
Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances to…
|
C 68 5⁄5 | ||||||||
| 8613 |
Exposes Cisco Network Services Orchestrator (NSO) operations and data as MCP to…
|
C 68 5⁄5 | ||||||||
| 8614 |
Enables AI agents to programmatically manage GoHighLevel accounts through a Clo…
|
C 68 5⁄5 | ||||||||
| 8615 |
Enables AI assistants to interact with GitHub project boards as calendar events…
|
C 68 5⁄5 | ||||||||
| 8616 |
Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municip…
|
C 68 6⁄6 | ||||||||
| 8617 |
MCP server for codewiki.google. Search repos, fetch AI-generated wiki docs, and…
|
C 68 5⁄5 | ||||||||
| 8618 |
Generates customizable placeholder images with configurable dimensions, colors,…
|
C 68 5⁄5 | ||||||||
| 8619 |
Enables AI assistants to interact with Coolify self-hosted instances for applic…
|
C 68 5⁄5 | ||||||||
| 8620 |
A Model Context Protocol server that enables AI models to interact with MySQL d…
|
C 68 5⁄5 | ||||||||
| 8621 |
Enables local analysis of scientific papers including PDF parsing, mathematical…
|
C 68 5⁄4 | ||||||||
| 8622 |
Gemini Agent MCP Server
Claim
Provides tools for managing todo lists, checking weather, and accessing user in…
|
C 68 5⁄5 | ||||||||
| 8623 |
Enables blockchain payment operations across multiple networks including Base, …
|
C 68 5⁄5 | ||||||||
| 8624 |
A Model Context Protocol server that enables users to interact with Polygon.io …
|
C 68 5⁄5 | ||||||||
| 8625 |
Provides current weather conditions, seven-day forecasts, and US weather alerts…
|
C 68 5⁄5 | ||||||||
| 8626 |
MySQL MCP Server Pro
Claim
Provides comprehensive MySQL database operations including CRUD, performance op…
|
C 68 5⁄5 | ||||||||
| 8627 |
ZMCP
Claim
A high-performance desktop application that implements the Model Context Protoc…
|
C 68 5⁄5 | ||||||||
| 8628 |
Enables comprehensive PDF operations including text/image manipulation, annotat…
|
C 68 5⁄5 | ||||||||
| 8629 |
cognitive-ai-memory
Claim
Ebbinghaus-based persistent memory for Claude. Memories decay with time, streng…
|
C 68 5⁄4 | ||||||||
| 8630 |
Provides tools to create, update, delete, and search catalog items through the …
|
C 68 5⁄5 | ||||||||
| 8631 |
Provides real-time access to Transport for London data, enabling users to check…
|
C 68 5⁄5 | ||||||||
| 8632 |
An MCP server that integrates Google Search Console and Google Analytics 4 to p…
|
C 68 5⁄5 | ||||||||
| 8633 |
Coolify MCP Server
Claim
Enables interaction with Coolify applications and resources through the Coolify…
|
C 68 5⁄5 | ||||||||
| 8634 |
Pleasanter MCP Server
Claim
Enables AI assistants to interact with Implem.Pleasanter project management sys…
|
C 68 5⁄5 | ||||||||
| 8635 |
memoryOSS
Claim
Persistent long-term memory for AI agents. Local proxy + MCP memory layer for C…
|
C 68 5⁄5 | ||||||||
| 8636 |
Converts code into UML diagrams and flowcharts through static analysis, enablin…
|
C 68 5⁄5 | ||||||||
| 8637 |
Connects Ableton Live to Claude AI via the Model Context Protocol for prompt-as…
|
C 68 5⁄4 | ||||||||
| 8638 |
A Model Context Protocol server that provides Git version control operations as…
|
C 68 5⁄4 | ||||||||
| 8639 |
Enables users to manage budgets, accounts, categories, and transactions on You …
|
C 68 5⁄5 | ||||||||
| 8640 |
Create, manage, and automate Label Studio projects, tasks, and predictions for …
|
C 68 5⁄5 | ||||||||
| 8641 |
Automatically generates mind map images from text content using Coze API workfl…
|
C 68 5⁄5 | ||||||||
| 8642 |
An MCP server that provides tools for rolling dice using standard notation, fli…
|
C 68 5⁄4 | ||||||||
| 8643 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 68 5⁄5 | ||||||||
| 8644 |
Enables AI agents to interact with Notion workspaces through the Notion API. Su…
|
C 68 5⁄5 | ||||||||
| 8645 |
Enterprise-grade code intelligence platform providing AI-powered code analysis,…
|
C 68 5⁄5 | ||||||||
| 8646 |
rust-faf-mcp
Claim
RMCP-powered FAF server. 8 tools. Rust-native. IANA-registered .faf format.
|
C 68 5⁄4 | ||||||||
| 8647 |
a qweather mcp server
|
C 68 5⁄4 | ||||||||
| 8648 |
An MCP server that bridges VS Code Copilot to your mobile device, allowing you …
|
C 68 5⁄4 | ||||||||
| 8649 |
Connects Ableton Live to AI assistants through Model Context Protocol (MCP), en…
|
C 68 5⁄4 | ||||||||
| 8650 |
Zero-knowledge encrypted vault for AI agents. EU-hosted persistent storage.
|
C 68 5⁄4 | ||||||||