MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33251 |
MyGenome
Claim
Personal Genome Exploration
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| 33252 |
Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote…
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| 33253 |
@cryptyx/mcp-server
Claim
The conviction engine for autonomous crypto trading agents. 376 metrics across …
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| 33254 |
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and doc…
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| 33255 |
github-webhook-mcp
Claim
MCP server bridging GitHub webhooks via Cloudflare Worker for real-time event s…
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| 33256 |
MCP Gateway
Claim
A secure bridge that allows Large Language Models (LLMs) to interact with corpo…
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| 33257 |
curistat-mcp
Claim
Futures volatility intelligence MCP server for ES, NQ, and related products. Pr…
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| 33258 |
pica
Claim
Enable seamless interaction with over 100 third-party platforms through a unifi…
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| 33259 |
swift-tuist
Claim
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| 33260 |
web-content-extractor
Claim
Extract and process web content into clean, structured formats optimized for LL…
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| 33261 |
A Model Context Protocol server that enables natural language querying of Kasey…
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| 33262 |
remindersmcp
Claim
MCP server for macOS Reminders.app — list and reminder management via AppleScri…
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| 33263 |
Spotify MCP Server
Claim
Connects Claude to Spotify for music discovery, playlist creation, and collecti…
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| 33264 |
Presearch MCP Server
Claim
Enables privacy-focused web searches through the Presearch API and web content …
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| 33265 |
smartest-tv
Claim
Control any smart TV with natural language. Resolve Netflix/YouTube/Spotify and…
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| 33266 |
chucknorris
Claim
Chuck Norris MCP — wraps chucknorris.io (free, no auth)
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| 33267 |
Provides controlled access to llms.txt documentation files through MCP tools, a…
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| 33268 |
A-SOC Trust MCP Server
Claim
Provides agent certification and trust verification tools for AI agents, enabli…
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| 33269 |
Bridges Claude Desktop, Claude Code CLI, and Claude Code for VS Code, enabling …
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| 33270 |
catalog-cli-pro
Claim
Amazon catalog auditing tool. 13 quality checks for your listings.
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| 33271 |
Plith
Claim
The base layer for AI agents. Five APIs: task deduplication, cost prediction, o…
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| 33272 |
zai
Claim
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| 33273 |
mcp-server
Claim
Intelligent API routing for AI agents. Best service, best price, free alternati…
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| 33274 |
MCP Quality Hub
Claim
Provides comprehensive code quality tools including linting, security scanning,…
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| 33275 |
agent-output-guard
Claim
Validate and verify data from other agents before acting on it. Zero LLM costs.
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| 33276 |
A Test MCP server that provides tools, promts and resources
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| 33277 |
Scrapegraph
Claim
Convert webpages to clean markdown or structured data with minimal effort. Run …
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| 33278 |
Provides comprehensive system diagnostics and hardware analysis through 10 spec…
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| 33279 |
Cognitive memory for AI agents. Atkinson-Shiffrin, RAG, knowledge graph. 100+ t…
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| 33280 |
stackexchange
Claim
StackExchange MCP — wraps the StackExchange API v2.3 (free, no auth required fo…
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| 33281 |
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| 33282 |
KTA-Oracle
Claim
KTA-Oracle gives AI agents and developers real-time access to Keeta Network dat…
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| 33283 |
xpoz
Claim
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| 33284 |
Yc Rejection
Claim
yc-rejection MCP — wraps StupidAPIs (requires X-API-Key)
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| 33285 |
A starter project for rapidly developing Model Context Protocol (MCP) servers u…
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| 33286 |
Kroki MCP
Claim
A production-ready MCP server scaffold that features built-in authentication, D…
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| 33287 |
Nex.Ai
Claim
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| 33288 |
photopea-mcp-server
Claim
AI-powered image editing through Photopea with 34 tools for documents, layers, …
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| 33289 |
gutendex
Claim
Gutendex MCP — wraps Gutendex API for Project Gutenberg books (free, no auth)
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| 33290 |
Garmin Multi-Account MCP
Claim
Enables interaction with multiple pre-configured Garmin accounts to query healt…
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| 33291 |
OHM MCP
Claim
Provides comprehensive Python code refactoring capabilities including AST-based…
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| 33292 |
lyra-mcp-server
Claim
Search and discover Lyra profiles.
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| 33293 |
cryptoiz
Claim
Solana DEX whale intelligence: alpha, divergence, accumulation, BTC regime via …
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| 33294 |
rosetta-mcp-server
Claim
Rosetta/PyRosetta protein modeling and Biotite translation for computational bi…
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| 33295 |
gemini-image
Claim
Google Gemini image generation, editing, and local processing via MCP
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| 33296 |
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
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| 33297 |
Reddit trend data over time, with growth for any topic or brand. Free key at tr…
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| 33298 |
MCP-Maestro
Claim
Connects AI assistants to the Maestro research framework to orchestrate multi-a…
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| 33299 |
Istek MCP Server
Claim
Enables AI assistants to interact with Istek API Client for managing workspaces…
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| 33300 |
Mudrex MCP Server
Claim
MCP server for Mudrex futures trading enabling AI agents to securely access dat…
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