MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 3 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7401 |
Provides AI-powered assistance for iOS developers using FrameLayoutKit, enablin…
|
B 70 5⁄4 | ||||||||
| 7402 |
A tool that enables AI assistants to conversationally scaffold, build, and publ…
|
B 70 5⁄4 | ||||||||
| 7403 |
Provides advanced Flutter development tools via Model Context Protocol with fea…
|
B 70 5⁄5 | ||||||||
| 7404 |
A Model Context Protocol server for executing GraphQL queries, allowing AI mode…
|
B 70 5⁄5 | ||||||||
| 7405 |
高德地图MCP Server,支持stdio, sse和streamable-http
|
B 70 5⁄5 | ||||||||
| 7406 |
Omi API Server
Claim
Provide seamless access to Omi conversations and memories through a standardize…
|
B 70 5⁄4 | ||||||||
| 7407 |
Forge Space MCP server for UI and backend generation via stdio transport.
|
B 70 5⁄4 | ||||||||
| 7408 |
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
|
B 70 5⁄5 | ||||||||
| 7409 |
Enables content creators to manage, analyze, and publish Xiaohongshu (Little Re…
|
B 70 5⁄4 | ||||||||
| 7410 |
A Claude Model Configuration Protocol (MCP) server that provides real-time time…
|
B 70 5⁄4 | ||||||||
| 7411 |
Enables e-commerce shop owners to query their business data using natural langu…
|
B 70 5⁄5 | ||||||||
| 7412 |
An academic paper management tool that enables multi-source research searching,…
|
B 70 5⁄5 | ||||||||
| 7413 |
Provides access to Vietnamese stock market data and APIs from VNDirect, FireAnt…
|
B 70 5⁄4 | ||||||||
| 7414 |
Local file search for AI agents — semantic + keyword indexing over your codebas…
|
B 70 5⁄4 | ||||||||
| 7415 |
Provides access to the Finnish company registry (PRH/YTJ) to search for busines…
|
B 70 5⁄5 | ||||||||
| 7416 |
A reference implementation demonstrating proper MCP server patterns with HTTP t…
|
B 70 5⁄5 | ||||||||
| 7417 |
A production-ready template for building Model Context Protocol servers in Type…
|
B 70 5⁄4 | ||||||||
| 7418 |
A specialized MCP server that provides a structured interface to the Europe PMC…
|
B 70 5⁄5 | ||||||||
| 7419 |
A proof-of-concept MCP server demonstrating various capabilities including math…
|
B 70 5⁄5 | ||||||||
| 7420 |
A MCP server that send desktop notifications with sound effect when agent tasks…
|
B 70 5⁄4 | ||||||||
| 7421 |
A Model Context Protocol server that enables Large Language Models to seamlessl…
|
B 70 5⁄5 | ||||||||
| 7422 |
Enables access to articles from alayman.io, allowing users to fetch, search, an…
|
B 70 5⁄5 | ||||||||
| 7423 |
A comprehensive time and calendar utility server that provides timezone convers…
|
B 70 5⁄5 | ||||||||
| 7424 |
CAPI Gateway
Claim
Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.
|
B 70 5⁄4 | ||||||||
| 7425 |
Provides comprehensive control over Google Sheets to read, write, format, and m…
|
B 70 5⁄5 | ||||||||
| 7426 |
An MCP-compatible server that provides tools for integrating selected Postman A…
|
B 70 5⁄5 | ||||||||
| 7427 |
A web scraper for financial table data that implements the Model Context Protoc…
|
B 70 5⁄5 | ||||||||
| 7428 |
Enables querying a Neo4j knowledge graph about Wroclaw University of Science an…
|
B 70 5⁄5 | ||||||||
| 7429 |
Enables location-aware AI agents to search for nearby places, get detailed plac…
|
B 70 5⁄5 | ||||||||
| 7430 |
DeSo MCP Server
Claim
A comprehensive Model Context Protocol server that transforms Cursor's AI assis…
|
B 70 5⁄5 | ||||||||
| 7431 |
A Model Context Protocol server that enables AI assistants to interact with Tic…
|
B 70 5⁄5 | ||||||||
| 7432 |
MCP server that integrates Jira and GitHub to automate end-to-end developer wor…
|
B 70 5⁄4 | ||||||||
| 7433 |
Provides comprehensive code analysis through three MCP servers: static analysis…
|
B 70 5⁄5 | ||||||||
| 7434 |
Enables extraction of fully rendered web content from dynamic pages, SPAs, and …
|
B 70 5⁄5 | ||||||||
| 7435 |
Claude Desktop Extension
Claim
Adds automation capabilities to Claude Desktop through MCP and enables Claude D…
|
B 70 5⁄4 | ||||||||
| 7436 |
Enables automated publishing and draft saving to note.com platform using Playwr…
|
B 70 5⁄5 | ||||||||
| 7437 |
Enables AI assistants to publish and subscribe to MQTT topics with configurable…
|
B 70 5⁄5 | ||||||||
| 7438 |
Enables managing PostgreSQL clusters via the CloudNativePG operator, including …
|
B 70 5⁄5 | ||||||||
| 7439 |
Enables AI assistants to send emails and SMS messages through the Unosend API. …
|
B 70 5⁄5 | ||||||||
| 7440 |
A learning-focused MCP server that demonstrates core MCP concepts through a sim…
|
B 70 5⁄4 | ||||||||
| 7441 |
Enables AI models to perform Google Lighthouse website performance analysis, in…
|
B 70 5⁄5 | ||||||||
| 7442 |
A Model Context Protocol server implementation for interacting with Salesforce …
|
B 70 5⁄5 | ||||||||
| 7443 |
A framework for building interactive UI applications and React-based widgets fo…
|
B 70 5⁄5 | ||||||||
| 7444 |
Enables AI applications to send emails, manage drafts, and compose professional…
|
B 70 5⁄4 | ||||||||
| 7445 |
Enables natural language interaction with Docker commands and operations. Suppo…
|
B 70 5⁄5 | ||||||||
| 7446 |
Brings Google Gemini 2.0 Flash native image generation capabilities into Claude…
|
B 70 5⁄5 | ||||||||
| 7447 |
A MCP server that enables transcription of audio files using OpenAI's Speech-to…
|
B 70 5⁄5 | ||||||||
| 7448 |
A modular plugin system that allows AI agents to dynamically load and use 'skil…
|
B 70 5⁄4 | ||||||||
| 7449 |
Enables Claude Desktop and Agents to generate AI avatars and videos through the…
|
B 70 5⁄5 | ||||||||
| 7450 |
Enables integration with Oracle Database and Oracle APEX 20.2, allowing LLMs to…
|
B 70 5⁄4 | ||||||||