MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 3 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13051 |
An MCP server that allows users to interact with YNAB data, enabling access to …
|
C 59 5⁄5 | ||||||||
| 13052 |
Provides weather forecast data for any location using the Open-Meteo API, retur…
|
C 59 6⁄6 | ||||||||
| 13053 |
An MCP server that provides standardized translation services across six langua…
|
C 59 5⁄5 | ||||||||
| 13054 |
An open-source MCP server that connects to the SoccerDataAPI to deliver up-to-d…
|
C 59 5⁄5 | ||||||||
| 13055 |
A tool for detecting and cleaning Java memory shells via local or SSH remote ex…
|
C 59 5⁄5 | ||||||||
| 13056 |
An MCP server that enables Claude to generate and execute AWS CLI commands, all…
|
C 59 5⁄5 | ||||||||
| 13057 |
Enables AI agents to fetch and query network device configurations from Clixon-…
|
C 59 5⁄5 | ||||||||
| 13058 |
inErrata MCP Server
Claim
Enables AI agents to search for answers, log unresolved questions, and automati…
|
C 59 5⁄5 | ||||||||
| 13059 |
Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even d…
|
C 59 5⁄5 | ||||||||
| 13060 |
Enables Claude to interact with PostgreSQL databases by executing SQL queries, …
|
C 59 5⁄5 | ||||||||
| 13061 |
Enables interaction with Redfish-compliant BMC devices for server management, f…
|
C 59 5⁄5 | ||||||||
| 13062 |
Enables access to Wise API functionality for managing recipients and sending mo…
|
C 59 5⁄5 | ||||||||
| 13063 |
Enables interaction with X (Twitter) API v2 with multi-user OAuth 2.0 support, …
|
C 59 6⁄6 | ||||||||
| 13064 |
MCP Document Server
Claim
A local development server that provides an interface for managing and accessin…
|
C 59 5⁄5 | ||||||||
| 13065 |
A minimal MCP server that enables HTTP requests with any method, headers, and b…
|
C 59 5⁄5 | ||||||||
| 13066 |
Provides a catalog of curated author writing styles and tools to blend or analy…
|
C 59 5⁄5 | ||||||||
| 13067 |
Enables personal expense management through CSV storage, allowing AI agents to …
|
C 59 5⁄4 | ||||||||
| 13068 |
Enables LLMs to interact with Apito's system GraphQL API to build and manage he…
|
C 59 6⁄6 | ||||||||
| 13069 |
Integrates Claude Desktop with trackings.ai to manage projects, configure keywo…
|
C 59 6⁄6 | ||||||||
| 13070 |
A self-hostable OAuth 2.0 server designed for the Model-Context-Protocol (MCP) …
|
C 59 6⁄6 | ||||||||
| 13071 |
Use this MCP server to search barnsworthburning.net, a digital commonplace book…
|
C 59 6⁄6 | ||||||||
| 13072 |
Nmap MCP Server
Claim
Enables network scanning and security assessment using Nmap through MCP, allowi…
|
C 59 5⁄5 | ||||||||
| 13073 |
A demonstration MCP server built with FastAPI and FastMCP that exposes a simple…
|
C 59 5⁄4 | ||||||||
| 13074 |
A Model Context Protocol (MCP) server that enables interaction with Waroom API …
|
C 59 5⁄5 | ||||||||
| 13075 |
Interact with your HackMD notes and teams seamlessly. Manage your notes, view r…
|
C 59 6⁄6 | ||||||||
| 13076 |
Integrates Piper TTS into the Model Context Protocol, allowing AI assistants to…
|
C 59 5⁄4 | ||||||||
| 13077 |
Weather MCP Server
Claim
Provides weather information through OpenWeather API, enabling users to get cur…
|
C 59 5⁄5 | ||||||||
| 13078 |
An MCP server framework featuring dynamic tool loading and a modular one-tool-p…
|
C 59 5⁄5 | ||||||||
| 13079 |
An MCP server that enables web search and document retrieval capabilities throu…
|
C 59 5⁄5 | ||||||||
| 13080 |
Vue Prime MCP Server
Claim
Provides access to PrimeVue documentation through MCP, enabling retrieval of co…
|
C 59 5⁄5 | ||||||||
| 13081 |
Provides MySQL database integration for AI assistants and other MCP clients, al…
|
C 59 5⁄5 | ||||||||
| 13082 |
Provides real-time and historical cryptocurrency price data from multiple excha…
|
C 59 6⁄6 | ||||||||
| 13083 |
Wraps the GitHub Copilot CLI to provide natural language command suggestions, e…
|
C 59 5⁄5 | ||||||||
| 13084 |
Epitome
Claim
Personal AI memory — gives every AI agent shared, persistent memory of you
|
C 59 6⁄6 | ||||||||
| 13085 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 59 5⁄5 | ||||||||
| 13086 |
atxp-mcp
Claim
Access 5+ ATXP agent tools via MCP: web search, AI image generation, email, and…
|
C 59 5⁄5 | ||||||||
| 13087 |
Simplifies creating MCP servers in TypeScript with an Express-like API and expe…
|
C 59 5⁄4 | ||||||||
| 13088 |
Enables interaction with Instagram API functionality through a FastMCP-based se…
|
C 59 5⁄5 | ||||||||
| 13089 |
A server implementation that provides a unified interface for OpenAI services, …
|
C 59 5⁄5 | ||||||||
| 13090 |
Quantum-inspired keyring for AI coding agents with superposition, entanglement,…
|
C 59 5⁄4 | ||||||||
| 13091 |
A TypeScript-based Model Context Protocol toolkit that enables AI to interact w…
|
C 59 5⁄5 | ||||||||
| 13092 |
An MCP server for managing alarms and todo lists with support for natural langu…
|
C 59 5⁄4 | ||||||||
| 13093 |
Bridges MiniMax AI capabilities to the Model Context Protocol, enabling AI agen…
|
C 59 5⁄5 | ||||||||
| 13094 |
An educational project that deliberately implements vulnerable MCP servers to d…
|
C 59 5⁄5 | ||||||||
| 13095 |
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
|
C 59 6⁄6 | ||||||||
| 13096 |
AI-powered insurance denial appeals. Win probabilities, payer intelligence & re…
|
C 59 5⁄5 | ||||||||
| 13097 |
AI agent trust engine — preflight checks, KYA due diligence, search 204K+ agent…
|
C 59 6⁄6 | ||||||||
| 13098 |
RandomWeb3MCP is a random element generation service based on EVM block hash. T…
|
C 59 5⁄5 | ||||||||
| 13099 |
A dual-transport MCP server that exposes your API as tools to LLM clients, supp…
|
C 59 6⁄6 | ||||||||
| 13100 |
An MCP server that integrates Arduino-based robotics (ESP32 or Arduino Nano) wi…
|
C 59 5⁄5 | ||||||||