MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 2 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3001 |
CI-1T prediction stability engine. Detect ghosts, evaluate drift, monitor fleet…
|
B 77 5⁄5 | ||||||||
| 3002 |
Provides access to Open-E JovianDSS REST API documentation for intelligent sear…
|
B 77 5⁄5 | ||||||||
| 3003 |
Dynamically load Claude Code skills into AI agents without copying files. Disco…
|
B 77 5⁄4 | ||||||||
| 3004 |
Provides read-only access to Google Sheets data through OAuth 2.0 authenticatio…
|
B 77 5⁄5 | ||||||||
| 3005 |
WikiTree MCP server
Claim
Integrates with the WikiTree API to provide tools for exploring genealogical da…
|
B 77 5⁄4 | ||||||||
| 3006 |
A secure Node.js execution environment that allows coding agents and LLMs to ru…
|
B 77 5⁄5 | ||||||||
| 3007 |
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchm…
|
B 77 5⁄4 | ||||||||
| 3008 |
AI fantasy sports & entertainment intelligence. 75 tools across 10 sports + TV/…
|
B 77 6⁄6 | ||||||||
| 3009 |
Search and retrieve AI prompts from prompts.chat, the social platform for AI pr…
|
B 77 6⁄6 | ||||||||
| 3010 |
Server for Google Calendar integration in Cluade Desktop with auto authenticati…
|
B 77 5⁄5 | ||||||||
| 3011 |
Multi-tier fallback chain for fetching web content as clean markdown. Handles t…
|
B 77 5⁄5 | ||||||||
| 3012 |
Enables Claude to interact with Karma Alert dashboard to monitor and analyze Ku…
|
B 77 5⁄5 | ||||||||
| 3013 |
A MCP server that helps determine if two sets of data belong to the same entity…
|
B 77 5⁄4 | ||||||||
| 3014 |
Lemon Squeezy Server
Claim
Integrates with Lemon Squeezy to manage subscriptions, checkouts, products, ord…
|
B 77 5⁄5 | ||||||||
| 3015 |
Satellite Tracking MCP Server
|
B 77 5⁄5 | ||||||||
| 3016 |
ZenRows MCP server — Universal Scraper API for AI coding assistants
|
B 77 5⁄4 | ||||||||
| 3017 |
A Model Context Protocol (MCP) server that provides access to the Protein Data …
|
B 77 5⁄5 | ||||||||
| 3018 |
Enables AI-powered YouTube video analysis including transcript management, vide…
|
B 77 5⁄5 | ||||||||
| 3019 |
prompt-pro
Claim
Master AI prompting for business innovation. O'Reilly Live Learning course by T…
|
B 77 5⁄4 | ||||||||
| 3020 |
Enables seamless email management through natural language conversations with C…
|
B 77 5⁄4 | ||||||||
| 3021 |
Enables AI assistants to manage tasks through a comprehensive interface with 8 …
|
B 77 5⁄5 | ||||||||
| 3022 |
Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive reve…
|
B 77 5⁄5 | ||||||||
| 3023 |
Weekly-Weather-mcp
Claim
Weekly Weather MCP server which returns 7 full days of detailed weather forecas…
|
B 77 5⁄5 | ||||||||
| 3024 |
Enables comprehensive academic research through the Semantic Scholar API, inclu…
|
B 77 5⁄5 | ||||||||
| 3025 |
engram
Claim
MCP adapter for Engram - organizational memory for AI agents
|
B 77 5⁄4 | ||||||||
| 3026 |
MCP Server for Yandex Tracker. Provides tools for searching and retrieving info…
|
B 77 5⁄5 | ||||||||
| 3027 |
A Model Context Protocol server that provides tooling support for Ember.js deve…
|
B 77 5⁄5 | ||||||||
| 3028 |
Enables interaction with the TexasSolver poker solver to run game theory optima…
|
B 77 5⁄4 | ||||||||
| 3029 |
Connects agents to Elasticsearch data using the Model Context Protocol, allowin…
|
B 77 5⁄5 | ||||||||
| 3030 |
A Model Context Protocol server that provides read and write access to Airtable…
|
B 77 5⁄4 | ||||||||
| 3031 |
Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, …
|
B 77 5⁄5 | ||||||||
| 3032 |
Excel MCP Server
Claim
Enables AI assistants to perform Excel file operations (create, read, write, fo…
|
B 77 5⁄4 | ||||||||
| 3033 |
MaverickMCP - Personal Stock Analysis MCP Server
|
B 77 5⁄5 | ||||||||
| 3034 |
Query OpenAI models directly from Claude using MCP protocol
|
B 77 5⁄5 | ||||||||
| 3035 |
Enable your LLM to interact seamlessly with Todoist by connecting to this serve…
|
B 77 5⁄4 | ||||||||
| 3036 |
Enables AI agents to automate Android mobile device testing through Appium, wit…
|
B 77 5⁄5 | ||||||||
| 3037 |
A Model Context Protocol Server for MongoDB
|
B 77 5⁄4 | ||||||||
| 3038 |
An MCP server for task orchestration.
|
B 77 5⁄5 | ||||||||
| 3039 |
Structured 3-layer memory system (trades → patterns → strategy) for AI trading …
|
B 77 5⁄4 | ||||||||
| 3040 |
A local-first security system for autonomous AI agents that provides tools for …
|
B 77 5⁄4 | ||||||||
| 3041 |
iwdp-mcp
Claim
iOS Safari debugging via ios-webkit-debug-proxy — MCP server with full WebKit I…
|
B 77 5⁄4 | ||||||||
| 3042 |
Provides access to Medicaid public data including drug pricing (NADAC), state e…
|
B 77 5⁄5 | ||||||||
| 3043 |
All-in-one multimodal MCP for 300+ OpenRouter models: text chat, image / audio …
|
B 77 5⁄5 | ||||||||
| 3044 |
Enables AI assistants to interact with BambooHR's API through natural language …
|
B 77 5⁄4 | ||||||||
| 3045 |
A tool that captures browser console logs and makes them available in Cursor ID…
|
B 77 5⁄4 | ||||||||
| 3046 |
A Machine Conversation Protocol server that enables AI assistants to manage Goo…
|
B 77 5⁄5 | ||||||||
| 3047 |
Enables AI assistants to search and retrieve biomedical research articles from …
|
B 77 5⁄5 | ||||||||
| 3048 |
AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Te…
|
B 77 5⁄4 | ||||||||
| 3049 |
This MCP provides comprehensive tools and resources for MSX software developmen…
|
B 77 5⁄5 | ||||||||
| 3050 |
A server that provides access to MDict dictionaries through the Model Context P…
|
B 77 5⁄4 | ||||||||