MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11301 |
A template for deploying a remote Model Context Protocol server on Cloudflare W…
|
C 63 5⁄5 | ||||||||
| 11302 |
Provides tools to retrieve and compare detailed information about countries, in…
|
C 63 5⁄5 | ||||||||
| 11303 |
Kubernetes MCP Server
Claim
Enables real-time Kubernetes cluster observability and debugging through standa…
|
C 63 5⁄5 | ||||||||
| 11304 |
An MCP server that wraps the Federal Reserve Economic Data (FRED) API, providin…
|
C 63 5⁄5 | ||||||||
| 11305 |
G4 Data Model MCP Server
Claim
Enables deployment of a customizable MCP server on Cloudflare Workers without a…
|
C 63 5⁄5 | ||||||||
| 11306 |
AI Agent built with Google ADK that leverages Google Maps MCP Server to answer …
|
C 63 5⁄4 | ||||||||
| 11307 |
MCP server for toolhouse.ai. This does not rely on an external llm unlike the o…
|
C 63 5⁄5 | ||||||||
| 11308 |
A Model Context Protocol server that enables real-time communication using Serv…
|
C 63 5⁄4 | ||||||||
| 11309 |
Contemplative reasoning with Lotus Sutra wisdom framework and ext-apps visualiz…
|
C 63 6⁄6 | ||||||||
| 11310 |
An MCP server that allows AI assistants to programmatically manage Unleash feat…
|
C 63 5⁄5 | ||||||||
| 11311 |
A tool that enables access to Prometheus metrics data through a Model Context P…
|
C 63 5⁄5 | ||||||||
| 11312 |
A local Retrieval-Augmented Generation system that enables users to ingest mark…
|
C 63 5⁄4 | ||||||||
| 11313 |
A Model Context Protocol server for Claude Desktop that provides structured mem…
|
C 63 5⁄5 | ||||||||
| 11314 |
Provides plan state management and phase gate enforcement for AI development lo…
|
C 63 5⁄5 | ||||||||
| 11315 |
A Node.js-based MCP server that enables AI agents to generate embeddings, index…
|
C 63 5⁄5 | ||||||||
| 11316 |
Detects and breaks repetitive fix loops in AI coding assistants by tracking att…
|
C 63 5⁄4 | ||||||||
| 11317 |
Provides Japanese postal code to address lookup functionality that can be integ…
|
C 63 5⁄5 | ||||||||
| 11318 |
Provides access to the Youtube138 API for searching videos, retrieving channel …
|
C 63 5⁄5 | ||||||||
| 11319 |
Provides Model Context Protocol access to the ICON MCP v101 API with support fo…
|
C 63 5⁄5 | ||||||||
| 11320 |
Enables AI assistants to present multiple UI component designs in a browser for…
|
C 63 6⁄6 | ||||||||
| 11321 |
DBT Manifest MCP Server
Claim
Enables the analysis of DBT manifests with automatic schema version detection a…
|
C 63 5⁄5 | ||||||||
| 11322 |
A template for deploying an authentication-free remote MCP server on Cloudflare…
|
C 63 5⁄5 | ||||||||
| 11323 |
Enable AI agents to query and manage cloud-connected data sources using SQL, me…
|
C 63 6⁄4 | ||||||||
| 11324 |
MCP Geo Location Demo
Claim
A server that enables AI models to access user geolocation information via Edge…
|
C 63 5⁄5 | ||||||||
| 11325 |
An enterprise internal knowledge base assistant that enables AI models to retri…
|
C 63 5⁄5 | ||||||||
| 11326 |
A tool that deploys an authentication-free Model Context Protocol server on Clo…
|
C 63 5⁄5 | ||||||||
| 11327 |
Safety layer for autonomous DeFi agents. Scans contracts for exploit patterns, …
|
C 63 5⁄5 | ||||||||
| 11328 |
An MCP server that enables Claude Desktop to communicate with A2A protocol agen…
|
C 63 5⁄5 | ||||||||
| 11329 |
An MCP tool that provides stock market data and analysis using the Yahoo Financ…
|
C 63 5⁄5 | ||||||||
| 11330 |
An MCP server that enables users to compile C++ code and retrieve assembly outp…
|
C 63 5⁄5 | ||||||||
| 11331 |
Connects to Jira instances to generate weekly reports based on issue activity, …
|
C 63 5⁄4 | ||||||||
| 11332 |
A Model Context Protocol server enabling AI agents to access and manipulate Ser…
|
C 63 5⁄5 | ||||||||
| 11333 |
Enables users to search and query information about military service alternativ…
|
C 63 5⁄5 | ||||||||
| 11334 |
Enables comprehensive travel planning by providing tools for flight and accommo…
|
C 63 5⁄5 | ||||||||
| 11335 |
abstractapi-mcp-server
|
C 63 5⁄5 | ||||||||
| 11336 |
An intelligent MCP server for the automated design and sizing of aerobic biolog…
|
C 63 5⁄5 | ||||||||
| 11337 |
A MCP server for retrieving backlink information for any domain(SEO).
|
C 63 5⁄5 | ||||||||
| 11338 |
The Seq MCP Server enables interaction with Seq's API endpoints for logging and…
|
C 63 5⁄5 | ||||||||
| 11339 |
Oura MCP Server
Claim
Enables AI assistants to access Oura Ring health data including sleep, readines…
|
C 63 6⁄6 | ||||||||
| 11340 |
An MCP server for managing RingCentral's Feature Flag Service (FFS) that enable…
|
C 63 5⁄5 | ||||||||
| 11341 |
Provide access to Chinese stock market data including historical prices, real-t…
|
C 63 6⁄6 | ||||||||
| 11342 |
Airthings Consumer MCP Server
|
C 63 5⁄5 | ||||||||
| 11343 |
Hue MCP Server
Claim
Enables control of Philips Hue lights through VS Code Copilot or Claude Desktop…
|
C 63 5⁄4 | ||||||||
| 11344 |
Enables AI assistants to interact with Salesforce CRM by executing SOQL queries…
|
C 63 5⁄5 | ||||||||
| 11345 |
Provides team information retrieval capabilities through HTTP streaming transpo…
|
C 63 5⁄5 | ||||||||
| 11346 |
STS2-Agent
Claim
杀戮尖塔2的MOD,将杀戮尖塔2的游戏状态与操作暴露为本地 HTTP API 包装成 MCP Server,供支持 MCP 的AI客户端直接调用
|
C 63 5⁄4 | ||||||||
| 11347 |
MCPServe
Claim
A simple MCP Server with Shell Execution capabilities that can be connected to …
|
C 63 5⁄5 | ||||||||
| 11348 |
An MCP server that enables managing Docker containers through natural language …
|
C 63 5⁄4 | ||||||||
| 11349 |
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to genera…
|
C 63 5⁄5 | ||||||||
| 11350 |
An MCP server that enables AI agents to interact with Nastran FEA models by rea…
|
C 63 5⁄4 | ||||||||