MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 1 hour, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8851 |
Searches real developer solutions from Stack Overflow, Reddit, GitHub issues, a…
|
C 68 5⁄5 | ||||||||
| 8852 |
A Model Context Protocol server enabling AI assistants to directly interact wit…
|
C 68 5⁄5 | ||||||||
| 8853 |
Interact with the Transistor.fm API to manage podcasts and episodes.
|
C 68 6⁄4 | ||||||||
| 8854 |
Enables interaction with Notion workspaces through the Notion API. Supports cre…
|
C 68 5⁄5 | ||||||||
| 8855 |
Enables interaction with the Hostinger Ecommerce API to retrieve product inform…
|
C 68 5⁄5 | ||||||||
| 8856 |
Enables real-time search and analysis of Korean laws, legal precedents, and adm…
|
C 68 5⁄5 | ||||||||
| 8857 |
Provides tools to fetch real-time weather data from the National Weather Servic…
|
C 68 5⁄4 | ||||||||
| 8858 |
Enables dynamic generation of tools based on user-specific permissions from an …
|
C 68 5⁄5 | ||||||||
| 8859 |
Converts Figma designs to React/Vue code using existing Design System component…
|
C 68 5⁄5 | ||||||||
| 8860 |
A lightweight MCP server built with Hono and Cloudflare Workers that provides a…
|
C 68 5⁄5 | ||||||||
| 8861 |
Integrates live Screeps game data into AI development workflows, providing comp…
|
C 68 5⁄5 | ||||||||
| 8862 |
Enables interaction with Redash through its API to execute SQL queries, retriev…
|
C 68 5⁄5 | ||||||||
| 8863 |
Mercado Livre MCP Server
Claim
Mercado Livre MCP Server
|
C 68 5⁄5 | ||||||||
| 8864 |
The Waldur MCP Server facilitates interaction with Waldur instances via MCP, al…
|
C 68 5⁄5 | ||||||||
| 8865 |
A Fastify plugin to run Model Context Protocol (MCP) servers
|
C 68 5⁄4 | ||||||||
| 8866 |
A server that provides document processing capabilities using the Model Context…
|
C 68 5⁄5 | ||||||||
| 8867 |
A TypeScript MCP server for Home Assistant, enabling programmatic management of…
|
C 68 6⁄6 | ||||||||
| 8868 |
Enables interaction with Obsidian vaults through MCP, supporting note creation …
|
C 68 5⁄5 | ||||||||
| 8869 |
A server exposing intelligent tools for enhancing RAG applications with entity …
|
C 68 5⁄5 | ||||||||
| 8870 |
A command-line interface application that enables interactive chat with AI mode…
|
C 68 5⁄4 | ||||||||
| 8871 |
An MCP server that provides simple query capabilities for Google Cloud Datastor…
|
C 68 5⁄5 | ||||||||
| 8872 |
Coordinates specialized agents (Architecture, Quality, Cloud, Prompt) to autono…
|
C 68 5⁄5 | ||||||||
| 8873 |
AutoDev MCP
Claim
A dual-track testing server that combines CLI test execution with Playwright-ba…
|
C 68 5⁄4 | ||||||||
| 8874 |
Shared knowledge base for AI agents. Search and contribute solutions to technic…
|
C 68 5⁄5 | ||||||||
| 8875 |
Enables interaction with the Twitch API, allowing users to retrieve comprehensi…
|
C 68 5⁄5 | ||||||||
| 8876 |
YetiBrowser MCP
Claim
An open-source alternative to BrowserMCP that enables AI assistants to interact…
|
C 68 5⁄4 | ||||||||
| 8877 |
Enables AI coding assistants like Cursor and Claude to engage in real-time two-…
|
C 68 5⁄4 | ||||||||
| 8878 |
MaxMSP-MCP-Server
Claim
A coding agent for Max (Max/MSP/Jitter), which is a visual programming language…
|
C 68 5⁄4 | ||||||||
| 8879 |
everything-mcp-server
Claim
|
C 68 5⁄5 | ||||||||
| 8880 |
MCPDataAnalytics
Claim
A teaching repository that instructs non-technical users how to create Model Co…
|
C 68 5⁄4 | ||||||||
| 8881 |
Code Summarizer MCP
Claim
Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code…
|
C 68 5⁄5 | ||||||||
| 8882 |
Enables interaction with the DiSH room booking platform to search availability,…
|
C 68 5⁄4 | ||||||||
| 8883 |
Leverages large language models to analyze users' WeGene genetic testing report…
|
C 68 5⁄5 | ||||||||
| 8884 |
transition-mcp
Claim
AI-powered multisport coaching — workouts, training plans, and performance anal…
|
C 68 5⁄4 | ||||||||
| 8885 |
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
|
C 68 5⁄5 | ||||||||
| 8886 |
An MCP server that integrates with the Haloscan SEO API to provide tools for ke…
|
C 68 5⁄5 | ||||||||
| 8887 |
A TypeScript MCP server that provides integration with GitLab's REST API, allow…
|
C 68 5⁄5 | ||||||||
| 8888 |
Algolia
Claim
Algolia
|
C 68 5⁄5 | ||||||||
| 8889 |
A foundational implementation of a Model Context Protocol (MCP) server designed…
|
C 68 4⁄4 | ||||||||
| 8890 |
An advanced MCP Server for accessing and analyzing clinical evidence data, with…
|
C 68 5⁄5 | ||||||||
| 8891 |
Enables interaction with AWS S3 buckets to list buckets and objects, retrieve f…
|
C 68 5⁄5 | ||||||||
| 8892 |
A Model Context Protocol server that provides Azure Java SDK documentation to A…
|
C 68 5⁄5 | ||||||||
| 8893 |
An MCP server that connects to Sentry.io or self-hosted Sentry instances to ret…
|
C 68 5⁄5 | ||||||||
| 8894 |
MCP server for codewiki.google. Search repos, fetch AI-generated wiki docs, and…
|
C 68 5⁄5 | ||||||||
| 8895 |
Analyzes security compliance documents (ISMS-P, NIST, CIS Benchmark) in PDF/TXT…
|
C 68 5⁄4 | ||||||||
| 8896 |
An MCP server with integrated ATXP micropayment functionality that requires USD…
|
C 68 5⁄5 | ||||||||
| 8897 |
Converts code into UML diagrams and flowcharts through static analysis, enablin…
|
C 68 5⁄5 | ||||||||
| 8898 |
MCP ContentEngineering
Claim
Enables direct access to raw Markdown content from files or directories without…
|
C 68 5⁄5 | ||||||||
| 8899 |
Enable your AI assistants to manage GitHub repositories, track issues, and perf…
|
C 68 5⁄5 | ||||||||
| 8900 |
A lightweight MCP server that provides read-only access to SQLite databases, al…
|
C 68 5⁄4 | ||||||||