MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15401 |
AI Agents framework with 64+ built-in tools for search, memory, workflows, code…
|
F 30 5⁄4 | ||||||||
| 15402 |
Spot pre-launch products before they trend. Search the web and tech sites, extr…
|
F 30 6⁄6 | ||||||||
| 15403 |
TypeScript implementation of the Model Context Protocol that standardizes how L…
|
F 30 5⁄4 | ||||||||
| 15404 |
Enables semantic search and RAG (Retrieval Augmented Generation) over your Appl…
|
F 30 5⁄4 | ||||||||
| 15405 |
Provides AI coding assistant rules and guidelines for Bürokratt modules, includ…
|
F 30 5⁄5 | ||||||||
| 15406 |
Enables efficient reading, analyzing, and querying of Excel, CSV, and JSON file…
|
F 30 5⁄5 | ||||||||
| 15407 |
Enables LLMs to retrieve 24-hour weather forecasts and city information through…
|
F 30 5⁄5 | ||||||||
| 15408 |
Integrates with Dumpling AI to provide data scraping, content processing, knowl…
|
F 30 5⁄5 | ||||||||
| 15409 |
An MCP server that enables local AI models to receive guidance from remote 'sen…
|
F 30 5⁄5 | ||||||||
| 15410 |
MCP proxy server with lazy loading support - reduces context usage through on…
|
F 30 5⁄4 | ||||||||
| 15411 |
Provides weather information for 110 cities across Japan with natural language …
|
F 30 5⁄5 | ||||||||
| 15412 |
Enables menu browsing, recommendation requests, and shopping cart management th…
|
F 30 5⁄5 | ||||||||
| 15413 |
Enables secure interaction with kintone through OAuth authentication, supportin…
|
F 30 5⁄5 | ||||||||
| 15414 |
Enhance your applications with intelligent context-aware capabilities. Leverage…
|
F 30 5⁄4 | ||||||||
| 15415 |
This MCP server provides access to the Test mcp server Traia API, enabling AI a…
|
F 30 5⁄5 | ||||||||
| 15416 |
Enables Claude to collaborate with Gemini for code reviews, second opinions, an…
|
F 30 5⁄5 | ||||||||
| 15417 |
Amazon MCP server to search & buy products using the L402
|
F 30 5⁄4 | ||||||||
| 15418 |
Persistent memory and automatic git snapshots for Claude Code, capturing decisi…
|
F 30 5⁄4 | ||||||||
| 15419 |
A versatile tool that enables querying and exporting data from multiple relatio…
|
F 30 5⁄5 | ||||||||
| 15420 |
A knowledge graph server for AI agents, built with Neo4j and integrated with Mo…
|
F 30 5⁄4 | ||||||||
| 15421 |
A persistent local memory for AI, LLMs, or Copilot in VS Code.
|
F 30 5⁄4 | ||||||||
| 15422 |
A Model Context Protocol server that integrates Wireshark's network analysis ca…
|
F 30 5⁄4 | ||||||||
| 15423 |
Enables text-to-image generation, style transfer, background removal, and autom…
|
F 30 5⁄5 | ||||||||
| 15424 |
A semantic search MCP server that provides historical question-and-answer capab…
|
F 30 5⁄5 | ||||||||
| 15425 |
An MCP server that provides access to Tekuila restaurant menus with AI-powered …
|
F 30 5⁄5 | ||||||||
| 15426 |
A server that enables generating images through the Replicate API by calling th…
|
F 30 5⁄5 | ||||||||
| 15427 |
Transforms any API into an intelligent MCP agent in seconds, enabling natural l…
|
F 30 5⁄4 | ||||||||
| 15428 |
A Model Context Protocol server that provides access to iTerm. You can run comm…
|
F 30 5⁄4 | ||||||||
| 15429 |
Utilize advanced API capabilities to enhance your coding experience.
|
F 30 5⁄4 | ||||||||
| 15430 |
A Model Context Protocol server utilizing Claude AI for generating intelligent …
|
F 30 5⁄5 | ||||||||
| 15431 |
An MCP server that supports fetching data from a database using natural languag…
|
F 30 6⁄6 | ||||||||
| 15432 |
A ModelContextProtocol server providing high-quality translation services with …
|
F 30 5⁄5 | ||||||||
| 15433 |
Enables AI agents to generate professional Word and PDF documents with support …
|
F 30 5⁄5 | ||||||||
| 15434 |
A TypeScript framework for building Model Context Protocol (MCP) servers with a…
|
F 30 5⁄5 | ||||||||
| 15435 |
Enables interaction with the Swagger Petstore API (Petclinic v2) to fetch and m…
|
F 30 5⁄5 | ||||||||
| 15436 |
A secure, tunnel-native database bridge for AI agents. Connects localhost & on-…
|
F 30 5⁄5 | ||||||||
| 15437 |
Enables management of retail e-commerce products with CRUD operations, AI-power…
|
F 30 5⁄5 | ||||||||
| 15438 |
Enables searching for groceries and automatically adding items to cart through …
|
F 30 5⁄5 | ||||||||
| 15439 |
A basic MCP server that provides arithmetic calculation tools and system inform…
|
F 30 5⁄4 | ||||||||
| 15440 |
A tool for Model Context Protocol (MCP) that allows you to analyze web content …
|
F 30 5⁄5 | ||||||||
| 15441 |
AI-native security toolkit — fray go target.com scans everything. 7,600+ payloa…
|
F 30 5⁄4 | ||||||||
| 15442 |
HTTP-4-MCP configuration tool allows you to easily convert HTTP API into MCP to…
|
F 30 5⁄5 | ||||||||
| 15443 |
A TypeScript-based document processing server that supports various document fo…
|
F 30 5⁄5 | ||||||||
| 15444 |
Query Go package information on pkg.go.dev
|
F 30 5⁄5 | ||||||||
| 15445 |
An implementation of the Recursive Language Models architecture that enables AI…
|
F 30 5⁄5 | ||||||||
| 15446 |
Open Models MCP for Blender Using Ollama
|
F 30 5⁄4 | ||||||||
| 15447 |
Enables fact-checking of news headlines using Google Gemini AI and web search v…
|
F 30 5⁄5 | ||||||||
| 15448 |
An MCP server designed for SQL analysis that demonstrates sampling capabilities…
|
F 30 5⁄4 | ||||||||
| 15449 |
A professional tool for automatically generating enterprise-standard tracking c…
|
F 30 5⁄4 | ||||||||
| 15450 |
A MCP Server that allows AI such as Claude to read from the directory structure…
|
F 30 5⁄4 | ||||||||