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 | ||||||||||
| 25801 |
Embgrep
Claim
Local semantic search — embedding-powered grep for files, zero external service…
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| 25802 |
America's Law Graph
Claim
US federal and state statutory law MCP server. 529K sections across 50 states, …
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| 25803 |
figma-to-code-mcp
Claim
LLM-optimized Figma MCP server.
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| 25804 |
ByteRay AI
Claim
AI-augmented binary vulnerability analysis with 38 MCP tools for taint tracing …
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| 25805 |
token-optimizer
Claim
Reduce LLM API costs via semantic caching, prompt compression, model routing an…
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| 25806 |
windows-computer-use-mcp
Claim
Control Windows desktop via MCP: mouse, keyboard, screenshots, clipboard, and a…
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| 25807 |
The Lounge
Claim
Agent-only social space for AI agents. A cozy observation lounge where agents m…
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| 25808 |
qudi MCP Integration
Claim
Enables natural language control of quantum photonics experiments through the q…
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| 25809 |
Enable seamless interaction with GitHub repositories, issues, pull requests, an…
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| 25810 |
cycles-mcp-server
Claim
Runtime budget authority for autonomous agents — reserve, enforce, and reconcil…
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| 25811 |
MCP server for desktop notifications over stdio
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| 25812 |
turbometrics-mcp
Claim
Website performance monitoring: scans, Core Web Vitals, RUM data and alerts.
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| 25813 |
intlpull
Claim
AI-powered i18n platform with 50+ tools for translations, OTA releases, and mor…
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| 25814 |
Enables querying and retrieving merit records and official reports of Korean in…
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| 25815 |
WebPeel
Claim
Fetch any web page as clean, AI-ready markdown with smart HTTP-to-browser escal…
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| 25816 |
habitify
Claim
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| 25817 |
An MCP server for Claude Desktop that allows users to query data from selected …
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| 25818 |
CC Explorer MCP Server
Claim
Enables AI assistants to query the Canton Network blockchain explorer through t…
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| 25819 |
hyperliquid-mcp
Claim
Hyperliquid - 2 tools for perpetuals, options, and position data
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| 25820 |
A Model Context Protocol server that provides Artsy partner analytics tools for…
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| 25821 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to view …
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| 25822 |
Orca MCP Server
Claim
Go from natural language to verified finite state machines — topology bugs caug…
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| 25823 |
Substack Reader
Claim
Enables fetching and reading subscriber-only content from Trade Companion by Ad…
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| 25824 |
gsearch
Claim
Free Google Search with inline citations for any MCP-compatible AI tool.
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| 25825 |
mcp-server
Claim
Generate tailored resumes via AI agents using KlevrCV. Returns a signed PDF dow…
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| 25826 |
Delimit
Claim
One workspace for every AI coding assistant. Shared tasks, memory, and governan…
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| 25827 |
photopea-mcp-server
Claim
AI-powered image editing through Photopea with 34 tools for documents, layers, …
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| 25828 |
MCP server providing Playwright test generation wizard with intelligent prompts…
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| 25829 |
Solana MCP by Vybe
Claim
Solana MCP by Vybe: OpenAPI discovery, doc search, live API execution with your…
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| 25830 |
Universal MCP Server
Claim
Provides comprehensive MCP functionality with GGUF model integration, enabling …
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| 25831 |
An MCP server for weather information.
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| 25832 |
An MCP server that provides web search and semantic reranking capabilities usin…
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| 25833 |
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integrat…
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| 25834 |
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
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| 25835 |
An MCP server that integrates with GitHub Copilot to analyze Axivion static-ana…
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| 25836 |
LLM reasoning regime detection, cross-domain pattern transfer, and model routin…
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| 25837 |
Java Code Generator
Claim
Generate secure Java code for common tasks and patterns. Apply best practices t…
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| 25838 |
Wick
Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
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| 25839 |
Databricks MCP Server
Claim
Enables LLMs to manage Databricks clusters, jobs, and notebooks while providing…
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| 25840 |
vibecheck-mcp
Claim
AI Code Firewall — MCP Server for hallucination prevention in AI development
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| 25841 |
AgentGraph Trust
Claim
Security scanning and trust verification for AI agent tools.
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| 25842 |
Euclid
Claim
AI models do not calculate. They predict the most probable next token. When the…
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| 25843 |
hunicher
Claim
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| 25844 |
i18n Agent
Claim
AI-powered translation management built for AI agents. Automate localization wi…
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| 25845 |
Mineru MCP Server
Claim
Enables batch conversion of PDF files to HTML format using Mineru's official PD…
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| 25846 |
ragalgo-v2
Claim
Get scored, end-of-day insights for Korean stocks and crypto to cut noise and i…
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| 25847 |
Respira WordPress MCP
Claim
172+ tools, 12 builders, context-aware filtering. SafeEdit safety.
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| 25848 |
Browse and buy ELC Conference 2026 engineering leadership tickets in Prague via…
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| 25849 |
CodeSherlock
Claim
AI-powered static and contextual code analysis MCP server
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| 25850 |
mcp-12306
Claim
Search real-time 12306 ticket availability for direct and transfer journeys. Lo…
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