MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9051 |
Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municip…
|
C 68 6⁄6 | ||||||||
| 9052 |
Generates customizable placeholder images with configurable dimensions, colors,…
|
C 68 5⁄5 | ||||||||
| 9053 |
A Model Context Protocol server that enables AI models to interact with MySQL d…
|
C 68 5⁄5 | ||||||||
| 9054 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 68 5⁄5 | ||||||||
| 9055 |
memoryOSS
Claim
Persistent long-term memory for AI agents. Local proxy + MCP memory layer for C…
|
C 68 5⁄5 | ||||||||
| 9056 |
Enables users to manage budgets, accounts, categories, and transactions on You …
|
C 68 5⁄5 | ||||||||
| 9057 |
Enterprise-grade code intelligence platform providing AI-powered code analysis,…
|
C 68 5⁄5 | ||||||||
| 9058 |
MCP server to discover and trade new token launches on Base chain.
|
C 68 5⁄4 | ||||||||
| 9059 |
Provides comprehensive Quarkdown document processing capabilities, enabling AI …
|
C 68 5⁄5 | ||||||||
| 9060 |
An MCP server that enables remote SSH command execution and bidirectional file …
|
C 68 5⁄5 | ||||||||
| 9061 |
Enables interaction with the RCSB Protein Data Bank to search, analyze, and vis…
|
C 68 5⁄5 | ||||||||
| 9062 |
Goodday‑MCP is a lightweight Model Context Protocol (MCP) server designed to se…
|
C 68 5⁄5 | ||||||||
| 9063 |
Enables AI agents to search and discover over 6,000 curated MCP connectors from…
|
C 68 5⁄5 | ||||||||
| 9064 |
Customer Reminder MCP
Claim
Enables automated customer reminder management by connecting to Google Sheets t…
|
C 68 5⁄5 | ||||||||
| 9065 |
Read and analyze local documents (PDF, Excel, CSV, Word, PowerPoint, images). N…
|
C 68 5⁄4 | ||||||||
| 9066 |
Collects user feedback with text and image support through an Electron app, all…
|
C 68 5⁄4 | ||||||||
| 9067 |
Enables interaction with email servers through IMAP protocol for managing email…
|
C 68 5⁄5 | ||||||||
| 9068 |
A Model Context Protocol server that provides secure access to Atlassian Conflu…
|
C 68 5⁄5 | ||||||||
| 9069 |
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
|
C 68 5⁄5 | ||||||||
| 9070 |
An MCP server that integrates Google Search Console and Google Analytics 4 to p…
|
C 68 5⁄5 | ||||||||
| 9071 |
Provides unified ID handle resolution and querying functionality through the ID…
|
C 68 5⁄5 | ||||||||
| 9072 |
Enables comprehensive WCAG 2.0/2.1 accessibility testing of web applications us…
|
C 68 5⁄5 | ||||||||
| 9073 |
An MCP server that gives AI assistants persistent memory across sessions. It st…
|
C 68 5⁄4 | ||||||||
| 9074 |
Enables querying both Google Cloud SQL (PostgreSQL) and BigQuery public dataset…
|
C 68 5⁄5 | ||||||||
| 9075 |
Enables processing, validation, optimization, and analysis of 3D models with gl…
|
C 68 5⁄5 | ||||||||
| 9076 |
A collection of Laravel helper tools for integration with Cursor IDE, providing…
|
C 68 5⁄4 | ||||||||
| 9077 |
Provides access to OpenRouter.ai's diverse model ecosystem for text chat and im…
|
C 68 5⁄5 | ||||||||
| 9078 |
MCP server that can perform basic arithmetic operations and parse/evaluate arit…
|
C 68 5⁄4 | ||||||||
| 9079 |
Get information about the current operating environment
|
C 68 5⁄4 | ||||||||
| 9080 |
Leverages large language models to analyze users' WeGene genetic testing report…
|
C 68 5⁄5 | ||||||||
| 9081 |
A Model Context Protocol server that integrates with AWS CodePipeline, allowing…
|
C 68 5⁄5 | ||||||||
| 9082 |
Bridge the gap between AI coding assistants and Dart/Flutter development workfl…
|
C 68 5⁄5 | ||||||||
| 9083 |
A modular productivity automation server providing reusable prompt templates, c…
|
C 68 5⁄5 | ||||||||
| 9084 |
A comprehensive MCP server with 30+ custom tools organized into categories: dat…
|
C 68 5⁄4 | ||||||||
| 9085 |
🔐 Plug-and-play auth for Python MCP servers.
|
C 68 6⁄4 | ||||||||
| 9086 |
Enables comprehensive travel planning by integrating Google Travel Services and…
|
C 68 5⁄5 | ||||||||
| 9087 |
Enables AI-powered semantic search through Expo SDK documentation across multip…
|
C 68 6⁄6 | ||||||||
| 9088 |
Enables control of Software Defined Radios and decoding of radio protocols thro…
|
C 68 5⁄5 | ||||||||
| 9089 |
Enables downloading videos from platforms like YouTube and converting them to t…
|
C 68 5⁄4 | ||||||||
| 9090 |
A Model Context Protocol for creating detailed fictional worlds with Claude, fe…
|
C 68 5⁄5 | ||||||||
| 9091 |
Enables management of Linear kanban boards, projects, and issues directly throu…
|
C 68 5⁄5 | ||||||||
| 9092 |
Provides comprehensive design principles and best practices to help LLMs genera…
|
C 68 5⁄5 | ||||||||
| 9093 |
Enables context-aware semantic search across codebases using Qdrant vector data…
|
C 68 5⁄5 | ||||||||
| 9094 |
aihubmix-gpt-image-1
Claim
|
C 68 5⁄4 | ||||||||
| 9095 |
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
|
C 68 5⁄5 | ||||||||
| 9096 |
A foundational implementation of a Model Context Protocol (MCP) server designed…
|
C 68 4⁄4 | ||||||||
| 9097 |
Analyzes security compliance documents (ISMS-P, NIST, CIS Benchmark) in PDF/TXT…
|
C 68 5⁄4 | ||||||||
| 9098 |
Provides powerful video and audio editing capabilities through FFmpeg, enabling…
|
C 68 5⁄5 | ||||||||
| 9099 |
Track SpaceX’s latest and upcoming launches. Fetch company information to add c…
|
C 68 5⁄4 | ||||||||
| 9100 |
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
|
C 68 5⁄5 | ||||||||