MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44801 |
guild
Claim
Shared context, memory, and task coordination across AI coding agents. Single G…
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| 44802 |
Cerebras Code MCP Server
Claim
Enables planning with Claude Code and high-speed code generation using Cerebras…
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| 44803 |
Scrape any website instantly and get consistent structured data in seconds with…
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| 44804 |
helloworld-demo-mcp
Claim
A minimal MCP server offering a hello_world tool that returns a greeting and cu…
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| 44805 |
Local PDF accessibility audit: machine-checkable PDF/UA basics (ADA/EAA/508). N…
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| 44806 |
weather-mcp1
Claim
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| 44807 |
Monte Carlo
Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
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| 44808 |
figma-comments-mcp
Claim
MCP server that fetches and replies to Figma file comments, with filtering and …
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| 44809 |
MCP Usuarios DB
Claim
MCP server for managing users in PostgreSQL, enabling CRUD operations and searc…
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| 44810 |
Enables SAP ABAP development workflows including ADT login, object search, read…
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| 44811 |
dora-mcp
Claim
Multi-model AI image and video generator. 14 models behind one OAuth-secured MC…
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| 44812 |
argon
Claim
Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo…
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| 44813 |
Automate App Store Connect from your AI agent. Manage versions, metadata, build…
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| 44814 |
Enables AI assistants to discover, understand, and generate code for NTV Scaffo…
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| 44815 |
customer-support-ai-mcp
Claim
customer-support-ai-mcp MCP server by MEOK AI Labs
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| 44816 |
Yandex Weather MCP
Claim
Local MCP server that provides current weather, forecast, summary, and weather …
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| 44817 |
An MCP server for GitHub Copilot that enables reading and processing Excel work…
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| 44818 |
omada-mcp
Claim
A Model Context Protocol server that enables AI assistants to read and safely m…
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| 44819 |
thread-storm
Claim
MCP server for publishing threads to Threads and Twitter/X simultaneously from …
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| 44820 |
@lstpsche/apidog-mcp
Claim
MCP server that provides 22 tools to manage Apidog API documentation, including…
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| 44821 |
ms-todo-mcp
Claim
An MCP server to read and manage your Microsoft To Do tasks through the Microso…
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| 44822 |
mina-mcp-server
Claim
Query Mina Protocol: accounts, blocks, transactions, zkApp events/actions, arch…
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| 44823 |
Enables storing, searching, and discovering knowledge connections using associa…
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| 44824 |
polyrouter-mcp
Claim
MCP server for querying and optionally trading across prediction markets (Polym…
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| 44825 |
mcpServer
Claim
Connect your AI assistant to LeadDelta — the LinkedIn CRM — and manage your net…
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| 44826 |
Provides access to Hong Kong climate and weather data from the Hong Kong Observ…
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| 44827 |
Atlas Research
Claim
Read-only MCP over an agentic SLR workspace with per-claim citation verification
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| 44828 |
blender-mcp-pro
Claim
AI-powered MCP server for Blender with 100+ tools. Control lights, modifiers, a…
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| 44829 |
An MCP server that enables AI assistants to call weather tools, read resources,…
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| 44830 |
A local AI agent workspace that allows users to interact with simulated data fi…
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| 44831 |
ahshare-mcp
Claim
Provides real-time and historical Chinese A-share market data, including stock …
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| 44832 |
MCP Gateway
Claim
A TypeScript gateway that aggregates multiple MCP servers into a single endpoin…
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| 44833 |
smart-search
Claim
搜索GitHub、StackOverflow、NPM、官方文档与中文技术社区,快速定位权威答案。聚合跨站结果,直达React、Vue、Node.js、微信与云…
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| 44834 |
Jira MCP Server
Claim
A Model Context Protocol server that enables AI applications to interact with J…
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| 44835 |
Senegal payments for AI agents — Orange Money / Wave via Flutterwave. Never hol…
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| 44836 |
DiagramZu
Claim
Let Claude, Cursor, or ChatGPT author Mermaid diagrams your team can read and s…
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| 44837 |
mcp-outline
Claim
Enables Claude Code to search and retrieve documents from an Outline knowledge …
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| 44838 |
security-scanner-ai-mcp
Claim
Security Scanner Ai automation via MCP. Includes scan dependencies, check heade…
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| 44839 |
AI influencer search on TikTok, Instagram, YouTube. Deinai MCP token required; …
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| 44840 |
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| 44841 |
blender-mcp
Claim
Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
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| 44842 |
cmxflow
Claim
Composable, tunable cheminformatics workflows: library preparation, clustering,…
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| 44843 |
youtube-trends-mcp
Claim
Enables AI assistants to query YouTube search trends, including rising topics, …
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| 44844 |
storedge-mcp
Claim
MCP server for StorEdge self-storage management platform, enabling agents to ma…
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| 44845 |
RAG Docs MCP Server
Claim
An MCP server that provides tools for retrieving and processing documentation t…
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| 44846 |
Poi MCP Server
Claim
Exposes Poi's external APIs (file upload/download, commenting, license key issu…
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| 44847 |
Google Calendar MCP
Claim
Enables AI assistants to view, create, update, search, and manage Google Calend…
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| 44848 |
upstox-mcp-server
Claim
Enables LLM agents to analyze portfolios and execute orders on the Indian stock…
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| 44849 |
Great Question
Claim
Great Question is the Agentic UX research platform for product builders. Run in…
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| 44850 |
mcp-acp
Claim
Enables management of Ambient Code Platform (ACP) sessions, including creating,…
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