MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5251 |
A Model Context Protocol server that enables Claude to interact directly with U…
|
B 73 5⁄5 | ||||||||
| 5252 |
Enables AI agents to maintain context across conversation sessions by saving an…
|
B 73 5⁄5 | ||||||||
| 5253 |
Enables AI agents to analyze, summarize, and extract text from videos and image…
|
B 73 5⁄5 | ||||||||
| 5254 |
Enables querying of China Historical Geographic Information System (CHGIS) data…
|
B 73 5⁄5 | ||||||||
| 5255 |
An MCP server that allows agents to test and compare LLM prompts across OpenAI …
|
B 73 5⁄5 | ||||||||
| 5256 |
Connects AI coding assistants (Cursor, Claude Desktop) to DaVinci Resolve, enab…
|
B 73 5⁄4 | ||||||||
| 5257 |
An MCP server that allows Claude and other AI assistants to interact with the Y…
|
B 73 5⁄5 | ||||||||
| 5258 |
An LLM-native decision tracking system that captures unexpected engineering out…
|
B 73 5⁄5 | ||||||||
| 5259 |
Provides complete Gmail API integration for email management, including sending…
|
B 73 5⁄5 | ||||||||
| 5260 |
🐕 Universal MCP Server Manager - Configure once, manage multiple MCP servers th…
|
B 73 5⁄4 | ||||||||
| 5261 |
Provides AI assistants with direct query access to the AACT (Aggregate Analysis…
|
B 73 5⁄5 | ||||||||
| 5262 |
An MCP server that enables AI agents to interact with Atlassian products (Confl…
|
B 73 5⁄5 | ||||||||
| 5263 |
MCP Tool Server for Gitee, supporting the management of repository files/branch…
|
B 73 5⁄5 | ||||||||
| 5264 |
A server that accepts image URLs and analyzes their content using GPT-4-turbo, …
|
B 73 5⁄4 | ||||||||
| 5265 |
An MCP server that provides access to medical information, drug databases, and …
|
B 73 5⁄4 | ||||||||
| 5266 |
Enables control of Fibaro Home Center 3 smart home devices through natural lang…
|
B 73 5⁄5 | ||||||||
| 5267 |
An MCP server that connects Limitless Pendant wearable data to AI tools like Cl…
|
B 73 5⁄5 | ||||||||
| 5268 |
Git Helper MCP
Claim
Enables Claude to interact with git repositories by providing real-time access …
|
B 73 5⁄4 | ||||||||
| 5269 |
Enables AI assistants to interact with the World Bank open data API, allowing f…
|
B 73 5⁄5 | ||||||||
| 5270 |
Search URDB for product integrity scores, enshittification events, and change t…
|
B 73 5⁄4 | ||||||||
| 5271 |
Rwandan legislation via MCP — full-text search across statutes and provisions
|
B 73 5⁄5 | ||||||||
| 5272 |
An AI-assisted server that enables dating within Zoom meetings, requiring Zoom …
|
B 73 5⁄5 | ||||||||
| 5273 |
Provides long-term memory storage for AI assistants with semantic search, enabl…
|
B 73 5⁄4 | ||||||||
| 5274 |
Claude Code knowledge platform & marketplace MCP server. Search and share snipp…
|
B 73 5⁄5 | ||||||||
| 5275 |
An MCP server that provides Git version control operations for Claude, enabling…
|
B 73 5⁄4 | ||||||||
| 5276 |
Enables the generation of professional PDF invoices and their distribution via …
|
B 73 5⁄5 | ||||||||
| 5277 |
Enables simultaneous querying and schema exploration across multiple database t…
|
B 73 5⁄5 | ||||||||
| 5278 |
Enables AI assistants to interact with Meshtastic mesh networks for off-grid co…
|
B 73 5⁄4 | ||||||||
| 5279 |
MCP server for Docker container inspection and OpenTelemetry trace querying via…
|
B 73 6⁄6 | ||||||||
| 5280 |
acta-mcp
Claim
Enables contributing, challenging, discovering, verifying, and querying contest…
|
B 73 5⁄4 | ||||||||
| 5281 |
A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allo…
|
B 73 5⁄4 | ||||||||
| 5282 |
Enables management of Coolify instances to control applications, databases, and…
|
B 73 5⁄5 | ||||||||
| 5283 |
Self-evolving memory system for AI agents
|
B 73 5⁄4 | ||||||||
| 5284 |
A production-ready template for building Model Context Protocol servers with Cl…
|
B 73 5⁄5 | ||||||||
| 5285 |
Enables executing SQL queries on PostgreSQL databases with configurable read-on…
|
B 73 5⁄5 | ||||||||
| 5286 |
SEO audit and Google Search Console MCP server with 23 tools. Search analytics,…
|
B 73 5⁄5 | ||||||||
| 5287 |
A Model Context Protocol (MCP) server implementation for the Google Gemini lang…
|
B 73 5⁄5 | ||||||||
| 5288 |
MCP server for Cantrip — AI-powered GTM engine for solo founders
|
B 73 5⁄5 | ||||||||
| 5289 |
|
B 73 5⁄4 | ||||||||
| 5290 |
Enables deep probabilistic analysis of single-cell omics data using scvi-tools …
|
B 73 5⁄4 | ||||||||
| 5291 |
Enables creating, managing, analyzing, and visualizing knowledge graphs with su…
|
B 73 5⁄5 | ||||||||
| 5292 |
MCP server for Philips Hue smart lighting control
|
B 73 5⁄4 | ||||||||
| 5293 |
A SQL Server CLI and MCP server for Claude Code that supports standard SQL Serv…
|
B 73 5⁄5 | ||||||||
| 5294 |
Enables AI to search and retrieve detailed information from U.S. government dat…
|
B 73 5⁄5 | ||||||||
| 5295 |
Enables natural language search and discovery of open-access scientific dataset…
|
B 73 5⁄5 | ||||||||
| 5296 |
A server that allows AI assistants to perform web searches using Perplexity's s…
|
B 73 5⁄5 | ||||||||
| 5297 |
A standalone MCP gateway that multiplexes multiple backend MCP servers behind a…
|
B 73 5⁄5 | ||||||||
| 5298 |
Enables legal document analysis using Azure Blob Storage and Anthropic Claude A…
|
B 73 5⁄5 | ||||||||
| 5299 |
Enables programmatic access to Austrian mobile carriers (yesss!, Georg, XOXO) a…
|
B 73 5⁄5 | ||||||||
| 5300 |
Interacting with Perplexity API.
|
B 73 5⁄5 | ||||||||