MCP Server Quality Scores
Independent quality analysis of 33692 public MCP servers
Last updated 1 hour, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11151 |
A TypeScript-based template for developing Model Context Protocol servers with …
|
C 64 5⁄5 | ||||||||
| 11152 |
Enables fetching and processing web content with advanced features including ba…
|
C 64 6⁄6 | ||||||||
| 11153 |
Provides comprehensive statistics and advanced analysis tools for the Korean st…
|
C 64 5⁄5 | ||||||||
| 11154 |
A template for building Model Context Protocol servers that connect to company …
|
C 64 5⁄5 | ||||||||
| 11155 |
Integrates Snowflake Cortex AI features like Cortex Search and Analyst into the…
|
C 64 5⁄5 | ||||||||
| 11156 |
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
|
C 64 5⁄5 | ||||||||
| 11157 |
A Model Context Protocol server that allows AI development tools like Cursor an…
|
C 64 5⁄5 | ||||||||
| 11158 |
An MCP server that enables AI assistants to capture and analyze HTTP/HTTPS traf…
|
C 64 5⁄4 | ||||||||
| 11159 |
A Model Context Protocol server that enables Claude Desktop to generate images …
|
C 64 5⁄5 | ||||||||
| 11160 |
MCP Riddle Game Server
Claim
Provides tools to fetch random or categorized riddles, verify answers, and view…
|
C 64 5⁄5 | ||||||||
| 11161 |
Enables interaction with the Monad testnet to check balances, examine transacti…
|
C 64 5⁄5 | ||||||||
| 11162 |
An MCP server that connects AI clients to the Hevy workout tracking app, allowi…
|
C 64 5⁄5 | ||||||||
| 11163 |
Enables AI assistants to interact with MariaDB databases through SQL operations…
|
C 64 5⁄5 | ||||||||
| 11164 |
Enables complete user management for Clerk authentication service through MCP. …
|
C 64 5⁄5 | ||||||||
| 11165 |
An MCP server that provides AI agents with real-time access to curated Web3 job…
|
C 64 5⁄5 | ||||||||
| 11166 |
Analyzes, refines, and optimizes prompts for AI assistants by fixing grammar, i…
|
C 64 5⁄5 | ||||||||
| 11167 |
AutoCAD MCP Server
Claim
Enables AI agents to interact with AutoCAD through Python automation to draw ge…
|
C 64 5⁄4 | ||||||||
| 11168 |
Enables semantic search and natural language product recommendations using Chro…
|
C 64 5⁄5 | ||||||||
| 11169 |
ragmacs-mcp
Claim
Provides LLMs with live introspective access to a running Emacs instance to eva…
|
C 64 5⁄4 | ||||||||
| 11170 |
Kroger MCP Server
Claim
Allows Large Language Models to interact with Kroger's grocery services, enabli…
|
C 64 5⁄5 | ||||||||
| 11171 |
Provides read-only access to PostgreSQL databases, enabling users to inspect da…
|
C 64 5⁄5 | ||||||||
| 11172 |
Crypto MCP Server
Claim
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
|
C 64 5⁄5 | ||||||||
| 11173 |
A Model-Context-Protocol (MCP) Server for Active Directory
|
C 64 5⁄4 | ||||||||
| 11174 |
An MCP server that simulates the Chipotle ordering experience, allowing AI agen…
|
C 64 5⁄5 | ||||||||
| 11175 |
An MCP server that leverages graph structures to perform sophisticated scientif…
|
C 64 5⁄5 | ||||||||
| 11176 |
Dreamhack MCP Server
Claim
Enables interaction with the Dreamhack wargame platform to fetch problem lists,…
|
C 64 5⁄5 | ||||||||
| 11177 |
An MCP server that scrapes movie theater schedules from eiga.com to provide mov…
|
C 64 5⁄4 | ||||||||
| 11178 |
A Model Context Protocol server providing tools for SQLite database operations …
|
C 64 5⁄5 | ||||||||
| 11179 |
BM25 search + tree navigation over markdown docs for AI agents. No embeddings, …
|
C 64 5⁄4 | ||||||||
| 11180 |
Allows LLMs to access, scan, and search photos on connected iOS devices via USB…
|
C 64 5⁄4 | ||||||||
| 11181 |
MCP Crypto API Servers
Claim
A collection of Model Context Protocol servers for cryptocurrency APIs (CoinGec…
|
C 64 5⁄4 | ||||||||
| 11182 |
Integrates Productboard API into agentic workflows, allowing interaction with c…
|
C 64 6⁄6 | ||||||||
| 11183 |
Trust, identity (W3C DID), and EigenTrust reputation for AI agents. Attestation…
|
C 64 5⁄5 | ||||||||
| 11184 |
Provides mathematical operations through MCP, enabling addition and multiplicat…
|
C 64 5⁄5 | ||||||||
| 11185 |
Enables AI-powered web research using OpenAI's GPT-5.1 with built-in web search…
|
C 64 5⁄5 | ||||||||
| 11186 |
A server providing PDF form manipulation tools via MCP's API, allowing users to…
|
C 64 5⁄5 | ||||||||
| 11187 |
An OpenOCD debug MCP server that manages debugging targets and sessions by reus…
|
C 64 5⁄4 | ||||||||
| 11188 |
A template for deploying authentication-free remote MCP servers on Cloudflare W…
|
C 64 5⁄5 | ||||||||
| 11189 |
A Model Context Protocol server that enables AI assistants to interact with LAM…
|
C 64 5⁄5 | ||||||||
| 11190 |
flutter-skill
Claim
AI E2E testing bridge — give AI eyes and hands inside any app. 8 platforms, 40+…
|
C 64 5⁄5 | ||||||||
| 11191 |
Enables AI agents to interact with Memos instances for personal note-taking and…
|
C 64 5⁄5 | ||||||||
| 11192 |
Enables secure read-only access to PostgreSQL databases through SELECT queries …
|
C 64 5⁄5 | ||||||||
| 11193 |
Enables local image analysis using Ollama AI models with complete privacy prote…
|
C 64 5⁄4 | ||||||||
| 11194 |
Mental Health MCP Server
Claim
Provides compassionate mental health support tools including mood tracking, emo…
|
C 64 5⁄4 | ||||||||
| 11195 |
Unified Docs Hub
Claim
Provides AI assistants with searchable access to documentation from 170+ curate…
|
C 64 5⁄5 | ||||||||
| 11196 |
An MCP server that tracks AI prompts in Claude Code and automatically annotates…
|
C 64 5⁄4 | ||||||||
| 11197 |
Burnout risk scoring across 3 dimensions (physical, emotional, effectiveness)
|
C 64 5⁄5 | ||||||||
| 11198 |
An MCP server that enables natural language-driven creation and management of G…
|
C 64 5⁄4 | ||||||||
| 11199 |
A structural code search engine for Al agents.
|
C 64 6⁄4 | ||||||||
| 11200 |
Connect Strava training data to Claude for training load analysis and activity …
|
C 64 5⁄5 | ||||||||