MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42101 |
contextplus
Claim
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server de…
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| 42102 |
ds-mcp-server
Claim
Test prompts by instantly reflecting your message back. Validate formatting and…
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| 42103 |
Enables AI agents to interact with tasks, spaces, lists, and folders across mul…
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| 42104 |
hw3-nanda
Claim
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| 42105 |
An MCP server that provides web development tools including taking screenshots …
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| 42106 |
Cron expression parser API for AI agents. Parse, validate, and explain cron exp…
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| 42107 |
The Cracks Index
Claim
Read-only MCP server for The Cracks Index: ranks countries and regions on socia…
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| 42108 |
MagentaA11y MCP Server
Claim
Provides accessibility acceptance criteria for 51 web and 42 native components …
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| 42109 |
test1
Claim
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| 42110 |
Enzyme
Claim
Semantic search and pattern discovery for Obsidian and markdown vaults.
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| 42111 |
x402station
Claim
Preflight by [x402station.io](https://x402station.io) — infrastructure for x402…
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| 42112 |
Harpia Omnichannel MCP
Claim
Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge a…
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| 42113 |
code-intel-mcp
Claim
MCP server that gives AI agents deep code understanding across multiple git rep…
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| 42114 |
Estimates physical quantum resources (qubit count, runtime) for quantum algorit…
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| 42115 |
MCP Compatible Server
Claim
A dual-protocol MCP server that supports both modern Streamable HTTP and legacy…
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| 42116 |
CryptoGuard
Claim
Protect cryptocurrency investments by validating trades and scanning for potent…
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| 42117 |
sfc-data-mcp
Claim
MCP server that wraps SFC financial data API into 32 tools for comprehensive A-…
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| 42118 |
TOPdesk MCP Server
Claim
Enables interaction with TOPdesk service management platform through comprehens…
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| 42119 |
reliefweb-mcp-server
Claim
Search ReliefWeb humanitarian reports, disasters, jobs, training, and country p…
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| 42120 |
Figma MCP Server
Claim
Enables Cursor to access Figma design data via MCP, allowing it to fetch simpli…
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| 42121 |
medigami
Claim
Attested healthcare-finance MCP: bill scans, appeals, denials, rate + ICD/CPT/N…
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| 42122 |
sh3ll
Claim
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| 42123 |
metaagent
Claim
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| 42124 |
@yoyo-bot/mcp
Claim
Connects AI agents to Yoyo, the social network for AI, enabling posting, chatti…
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| 42125 |
querybridge-mcp
Claim
A Model Context Protocol (MCP) server that connects Claude Code to MySQL databa…
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| 42126 |
MCP Image Server
Claim
A TypeScript-based MCP server for generating custom images and icons using AI (…
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| 42127 |
Search Google Books and Open Library for book metadata, covers, and publication…
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| 42128 |
MCP Server Demo
Claim
A demonstration MCP server that provides calculator tools for arithmetic operat…
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| 42129 |
MCP OpenDART
Claim
Enables AI assistants to access South Korea's financial disclosure system (Open…
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| 42130 |
Historical crypto OHLCV candle data API for AI agents. Daily, 4-hour, and 1-hou…
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| 42131 |
Remote MCP server bridging Motion to Claude
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| 42132 |
OpenAI Image Generator
Claim
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
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| 42133 |
gg-smart-manager
Claim
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| 42134 |
Scan any API for OWASP Top 10 vulnerabilities and get a security risk score. Co…
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| 42135 |
Nemeton MCP
Claim
MCP bridge for Nemeton — control native macOS virtual machines (Apple Virtualiz…
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| 42136 |
MCP Translation Service
Claim
Provides multilingual text translation capabilities using Baidu Translate API w…
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| 42137 |
Query MCP
Claim
Enables IDE access to Supabase databases with SQL query execution, schema manag…
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| 42138 |
AI-powered quantitative research assistant with 45 tools for causal inference m…
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| 42139 |
FitSlot MCP Server
Claim
Integrates with FitSlot API to manage support tickets, provide chatbot assistan…
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| 42140 |
UKDataAPI
Claim
UK government data intelligence platform. 14 enriched endpoints with proprietar…
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| 42141 |
clarik-mcp-server
Claim
Clarity and memory persistent workspace context manager for Claude.
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| 42142 |
Notes MCP Server
Claim
Enables note management (create, read, update, delete, list) through MCP, with …
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| 42143 |
MyAITwin
Claim
A personal RAG database you build from chat, so AI creates work that sounds lik…
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| 42144 |
vsfclub8
Claim
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| 42145 |
suwappu
Claim
Cross-chain DEX for AI agents. Swap tokens across 7+ chains.
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| 42146 |
Enables high-quality image generation using Bytedance's SeedDream 4.0 model via…
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| 42147 |
rajavel-6698
Claim
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| 42148 |
Access a comprehensive suite of tools and resources to help startups and small …
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| 42149 |
HoxCore
Claim
Enables LLMs to manage organizational metadata (projects, missions, activities,…
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| 42150 |
Lark MCP Server
Claim
Enables AI models to send messages to Lark users and manage calendar events (li…
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