MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 5 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1951 |
A Model Context Protocol (MCP) server that provides cached access to Munich Pub…
|
B 78 5⁄5 | ||||||||
| 1952 |
Enables secure read-only access to PostgreSQL databases, allowing users to list…
|
B 78 5⁄5 | ||||||||
| 1953 |
Enables vision capabilities for any AI model by routing image analysis requests…
|
B 78 5⁄5 | ||||||||
| 1954 |
A server that connects Claude with Spotify, allowing users to control playback,…
|
B 78 5⁄4 | ||||||||
| 1955 |
A brewing knowledge MCP server with beer styles (BJCP 2021), 113 hop varieties,…
|
B 78 5⁄4 | ||||||||
| 1956 |
A comprehensive server that enables sophisticated interactions with PocketBase …
|
B 78 5⁄5 | ||||||||
| 1957 |
Provides Chinese holiday information, lunar calendar conversion, traditional fe…
|
B 78 5⁄5 | ||||||||
| 1958 |
Enables AI agents to create, retrieve, update, and manage n8n workflows through…
|
B 78 5⁄5 | ||||||||
| 1959 |
A Model Context Protocol server that enables management of Keycloak users and r…
|
B 78 5⁄5 | ||||||||
| 1960 |
MCP server that exposes Google Gemini as tools for Claude Code
|
B 78 5⁄4 | ||||||||
| 1961 |
MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, annou…
|
B 78 5⁄4 | ||||||||
| 1962 |
Enables AI assistants to perform interactive Python debugging with breakpoints,…
|
B 78 5⁄4 | ||||||||
| 1963 |
Enables remote Linux VM management via SSH with automatic safety checks for des…
|
B 78 5⁄5 | ||||||||
| 1964 |
Sonatype component intelligence: versions, security analysis, and Trust Score r…
|
B 78 6⁄6 | ||||||||
| 1965 |
MCP server for fetching web page content using Playwright headless browser, sup…
|
B 78 5⁄4 | ||||||||
| 1966 |
lucid-mcp
Claim
AI-native data analysis agent as an MCP Server.
Connect your Excel files, CSVs…
|
B 78 5⁄4 | ||||||||
| 1967 |
Downloads your entire Search Console dataset into a local SQLite database, then…
|
B 78 5⁄4 | ||||||||
| 1968 |
AI coding standards that enforce production-grade code with DDD, SOLID, TDD gua…
|
B 78 5⁄5 | ||||||||
| 1969 |
MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API …
|
B 78 5⁄5 | ||||||||
| 1970 |
A Model Context Protocol (MCP) server that provides mobile automation capabilit…
|
B 78 5⁄4 | ||||||||
| 1971 |
sample-agentic-ai-web
Claim
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amaz…
|
B 78 5⁄4 | ||||||||
| 1972 |
Search Help Scout conversations, customers, organizations, threads, and inboxes…
|
B 78 5⁄5 | ||||||||
| 1973 |
Complete Todoist REST API v2 integration with support for tasks, projects, sect…
|
B 78 5⁄4 | ||||||||
| 1974 |
A MCP server for interacting with the Godot game engine, providing tools for ed…
|
B 78 5⁄4 | ||||||||
| 1975 |
Expose foundry-zksync (forge, cast, anvil-zksync) tools for zkSync Era developm…
|
B 78 5⁄4 | ||||||||
| 1976 |
Secure MCP server for WorkBoard OKR and strategy execution platform
|
B 78 5⁄5 | ||||||||
| 1977 |
Google Tasks MCP Server
Claim
A TypeScript Model Context Protocol server that integrates with Google Tasks AP…
|
B 78 5⁄5 | ||||||||
| 1978 |
A comprehensive travel aggregation server that enables AI assistants to search …
|
B 78 5⁄5 | ||||||||
| 1979 |
MCP FastAPI Server
Claim
A production-ready Model Context Protocol server that provides mathematical cal…
|
B 78 5⁄4 | ||||||||
| 1980 |
Provides access to a suite of Nordic data tools covering Danish business record…
|
B 78 5⁄5 | ||||||||
| 1981 |
Linear MCP Server
Claim
Provides access to Linear's issue tracking system through a standardized Model …
|
B 78 5⁄5 | ||||||||
| 1982 |
Enables AI assistants and automation platforms to interact with Dell PowerStore…
|
B 78 5⁄5 | ||||||||
| 1983 |
inspector
Claim
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP ap…
|
B 78 5⁄5 | ||||||||
| 1984 |
ClickUp MCP Server enables AI assistants to seamlessly interact with your Click…
|
B 78 5⁄5 | ||||||||
| 1985 |
🧑🏻💻 MCP Server for @antvis visualization development, which provides documenta…
|
B 78 5⁄4 | ||||||||
| 1986 |
Bitcoin Ordinals MCP Server — inscriptions, runes, BRC-20, collections & rare s…
|
B 78 5⁄5 | ||||||||
| 1987 |
Provides seamless access to the NASA Astrophysics Data System (ADS) for searchi…
|
B 78 5⁄5 | ||||||||
| 1988 |
Enables AI assistants to interact with Home Assistant smart home devices throug…
|
B 78 5⁄5 | ||||||||
| 1989 |
Enables secure execution of Python code in a sandboxed WebAssembly environment …
|
B 78 5⁄5 | ||||||||
| 1990 |
Transform your ordinary story content into rich, detailed narratives. Enhance y…
|
B 78 5⁄4 | ||||||||
| 1991 |
capital-equipment
Claim
Search, book, and manage scientific research equipment across 500+ STEM core fa…
|
B 78 6⁄6 | ||||||||
| 1992 |
Provides access to The Movie Database (TMDB) API, enabling users to search for …
|
B 78 5⁄4 | ||||||||
| 1993 |
Payload CMS MCP Server
Claim
Enables AI assistants to interact with Payload CMS instances through authentica…
|
B 78 5⁄5 | ||||||||
| 1994 |
Enables LLMs to control cloud browsers for web automation, data extraction, scr…
|
B 78 5⁄5 | ||||||||
| 1995 |
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction mark…
|
B 78 5⁄5 | ||||||||
| 1996 |
Orchestrates complete agile development workflows from product requirements to …
|
B 78 5⁄5 | ||||||||
| 1997 |
Enables AI agents to store, retrieve, and connect information in a Neo4j graph …
|
B 78 5⁄5 | ||||||||
| 1998 |
Connects AI coding assistants to AIVA's customer intelligence and Shopify store…
|
B 78 5⁄5 | ||||||||
| 1999 |
Pane
Claim
Enables AI agents to create visual, interactive interfaces with diagrams, struc…
|
B 78 5⁄4 | ||||||||
| 2000 |
Enables search, browsing, and management of Plex media libraries including movi…
|
B 78 5⁄5 | ||||||||