MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 4 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 25751 |
Universal MCP Server
Claim
Provides comprehensive MCP functionality with GGUF model integration, enabling …
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| 25752 |
An MCP server for weather information.
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| 25753 |
An MCP server that provides web search and semantic reranking capabilities usin…
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| 25754 |
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integrat…
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| 25755 |
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
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| 25756 |
An MCP server that integrates with GitHub Copilot to analyze Axivion static-ana…
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| 25757 |
LLM reasoning regime detection, cross-domain pattern transfer, and model routin…
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| 25758 |
Java Code Generator
Claim
Generate secure Java code for common tasks and patterns. Apply best practices t…
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| 25759 |
Wick
Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
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| 25760 |
Databricks MCP Server
Claim
Enables LLMs to manage Databricks clusters, jobs, and notebooks while providing…
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| 25761 |
vibecheck-mcp
Claim
AI Code Firewall — MCP Server for hallucination prevention in AI development
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| 25762 |
AgentGraph Trust
Claim
Security scanning and trust verification for AI agent tools.
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| 25763 |
Euclid
Claim
AI models do not calculate. They predict the most probable next token. When the…
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| 25764 |
hunicher
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| 25765 |
i18n Agent
Claim
AI-powered translation management built for AI agents. Automate localization wi…
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| 25766 |
Mineru MCP Server
Claim
Enables batch conversion of PDF files to HTML format using Mineru's official PD…
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| 25767 |
ragalgo-v2
Claim
Get scored, end-of-day insights for Korean stocks and crypto to cut noise and i…
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| 25768 |
Respira WordPress MCP
Claim
172+ tools, 12 builders, context-aware filtering. SafeEdit safety.
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| 25769 |
Browse and buy ELC Conference 2026 engineering leadership tickets in Prague via…
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| 25770 |
CodeSherlock
Claim
AI-powered static and contextual code analysis MCP server
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| 25771 |
mcp-12306
Claim
Search real-time 12306 ticket availability for direct and transfer journeys. Lo…
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| 25772 |
sourcebook
Claim
Live codebase intelligence for AI agents: conventions, blast radius, import gra…
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| 25773 |
MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of …
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| 25774 |
vibe
Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
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| 25775 |
JobGPT AutoApply
Claim
JobGPT MCP server automates your entire job search — from finding jobs to auto …
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| 25776 |
shuka
Claim
Universal trust attestation for AI agents. Create, verify, and negotiate trust …
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| 25777 |
Perigon.CLI
Claim
This is a tool that helps you quickly build backend services based on Asp.Net C…
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| 25778 |
LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper brows…
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| 25779 |
AgentVault
Claim
Discover, verify, and connect to AI agents with E2E encrypted messaging and tru…
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| 25780 |
Enable dynamic interaction with Etherscan's blockchain data and services throug…
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| 25781 |
Your AI Development Conductor - 60 MCP tools for intelligent task orchestration
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| 25782 |
Hyperliquid MCP Server
Claim
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
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| 25783 |
tanstack-template
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| 25784 |
mobile-device-mcp
Claim
AI control of Android/iOS devices. Screenshots, UI tree, AI vision, Flutter, vi…
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| 25785 |
Live market data, signals, positions, and macro analysis for crypto, KR stocks,…
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| 25786 |
Universal MCP server for local filesystem skills with lazy loading and context-…
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| 25787 |
Cursor Agent Poisoning
Claim
A proof-of-concept attack that exploits Model Context Protocol (MCP) tool regis…
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| 25788 |
macos-vision-mcp
Claim
Local OCR & image analysis via Apple Vision — no cloud, no API keys, ~97% fewer…
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| 25789 |
OneSource MCP
Claim
31 tools for blockchain data, live chain queries, and API documentation
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| 25790 |
MCP Linux Deployment
Claim
Enables management of Windows servers from Linux through an MCP server with per…
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| 25791 |
Check how visible a business website is to AI search engines like ChatGPT, Perp…
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| 25792 |
Faktuj MCP
Claim
Generate Polish VAT invoices (Faktura VAT) as PDF
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| 25793 |
PaidSync
Claim
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
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| 25794 |
camacho-mcp
Claim
Persistent tmux terminal for AI agents — real-time spectating, SSH host-group d…
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| 25795 |
Enables AI tools to interact with browsers for enhanced frontend development, p…
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| 25796 |
Gmail MCP Server
Claim
Enables interaction with Gmail through OAuth 2.0 authentication, allowing users…
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| 25797 |
zoom-workspace
Claim
Zoom workspace server for meetings, chat, docs, recordings, and AI-generated co…
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| 25798 |
Clootrack
Claim
Analyze customer feedback at scale — reviews, surveys, calls. AI-powered themes…
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| 25799 |
enhanced-memory
Claim
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| 25800 |
Polymarket MCP Server
Claim
Enables interaction with Polymarket prediction markets through read-only access…
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