MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 25301 |
Enables querying and retrieving merit records and official reports of Korean in…
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| 25302 |
WebPeel
Claim
Fetch any web page as clean, AI-ready markdown with smart HTTP-to-browser escal…
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| 25303 |
habitify
Claim
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| 25304 |
An MCP server for Claude Desktop that allows users to query data from selected …
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| 25305 |
CC Explorer MCP Server
Claim
Enables AI assistants to query the Canton Network blockchain explorer through t…
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| 25306 |
hyperliquid-mcp
Claim
Hyperliquid - 2 tools for perpetuals, options, and position data
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| 25307 |
A Model Context Protocol server that provides Artsy partner analytics tools for…
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| 25308 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to view …
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| 25309 |
Orca MCP Server
Claim
Go from natural language to verified finite state machines — topology bugs caug…
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| 25310 |
Substack Reader
Claim
Enables fetching and reading subscriber-only content from Trade Companion by Ad…
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| 25311 |
gsearch
Claim
Free Google Search with inline citations for any MCP-compatible AI tool.
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| 25312 |
mcp-server
Claim
Generate tailored resumes via AI agents using KlevrCV. Returns a signed PDF dow…
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| 25313 |
Delimit
Claim
One workspace for every AI coding assistant. Shared tasks, memory, and governan…
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| 25314 |
photopea-mcp-server
Claim
AI-powered image editing through Photopea with 34 tools for documents, layers, …
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| 25315 |
MCP server providing Playwright test generation wizard with intelligent prompts…
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| 25316 |
Solana MCP by Vybe
Claim
Solana MCP by Vybe: OpenAPI discovery, doc search, live API execution with your…
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| 25317 |
Universal MCP Server
Claim
Provides comprehensive MCP functionality with GGUF model integration, enabling …
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| 25318 |
An MCP server for weather information.
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| 25319 |
An MCP server that provides web search and semantic reranking capabilities usin…
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| 25320 |
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integrat…
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| 25321 |
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
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| 25322 |
An MCP server that integrates with GitHub Copilot to analyze Axivion static-ana…
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| 25323 |
LLM reasoning regime detection, cross-domain pattern transfer, and model routin…
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| 25324 |
Java Code Generator
Claim
Generate secure Java code for common tasks and patterns. Apply best practices t…
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| 25325 |
Wick
Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
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| 25326 |
Databricks MCP Server
Claim
Enables LLMs to manage Databricks clusters, jobs, and notebooks while providing…
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| 25327 |
vibecheck-mcp
Claim
AI Code Firewall — MCP Server for hallucination prevention in AI development
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| 25328 |
AgentGraph Trust
Claim
Security scanning and trust verification for AI agent tools.
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| 25329 |
Euclid
Claim
AI models do not calculate. They predict the most probable next token. When the…
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| 25330 |
hunicher
Claim
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| 25331 |
i18n Agent
Claim
AI-powered translation management built for AI agents. Automate localization wi…
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| 25332 |
Mineru MCP Server
Claim
Enables batch conversion of PDF files to HTML format using Mineru's official PD…
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| 25333 |
ragalgo-v2
Claim
Get scored, end-of-day insights for Korean stocks and crypto to cut noise and i…
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| 25334 |
Respira WordPress MCP
Claim
172+ tools, 12 builders, context-aware filtering. SafeEdit safety.
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| 25335 |
Browse and buy ELC Conference 2026 engineering leadership tickets in Prague via…
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| 25336 |
CodeSherlock
Claim
AI-powered static and contextual code analysis MCP server
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| 25337 |
mcp-12306
Claim
Search real-time 12306 ticket availability for direct and transfer journeys. Lo…
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| 25338 |
sourcebook
Claim
Live codebase intelligence for AI agents: conventions, blast radius, import gra…
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| 25339 |
MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of …
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| 25340 |
vibe
Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
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| 25341 |
JobGPT AutoApply
Claim
JobGPT MCP server automates your entire job search — from finding jobs to auto …
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| 25342 |
shuka
Claim
Universal trust attestation for AI agents. Create, verify, and negotiate trust …
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| 25343 |
Perigon.CLI
Claim
This is a tool that helps you quickly build backend services based on Asp.Net C…
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| 25344 |
LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper brows…
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| 25345 |
AgentVault
Claim
Discover, verify, and connect to AI agents with E2E encrypted messaging and tru…
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| 25346 |
Enable dynamic interaction with Etherscan's blockchain data and services throug…
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| 25347 |
Your AI Development Conductor - 60 MCP tools for intelligent task orchestration
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| 25348 |
Hyperliquid MCP Server
Claim
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
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| 25349 |
tanstack-template
Claim
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| 25350 |
mobile-device-mcp
Claim
AI control of Android/iOS devices. Screenshots, UI tree, AI vision, Flutter, vi…
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