MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49901 |
mailchimp-mcp
Claim
A hybrid Mailchimp MCP server with 12 tools: 10 native tools for common email w…
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| 49902 |
kicad-mcp
Claim
MCP server that analyzes, reviews, and exports KiCad 9 designs, with live board…
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| 49903 |
US ISO Grid MCP
Claim
Enables real-time access to US electricity generation, fuel mix, and demand dat…
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| 49904 |
A Model Context Protocol (MCP) server for the Ghost Security API, providing sec…
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| 49905 |
ArcRift MCP Server
Claim
Persistent memory for AI coding tools that captures conversations, builds a sea…
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| 49906 |
mcp-roam
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Enables AI agents to semantically search, retrieve, and augment an org-roam kno…
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| 49907 |
Web3 Career MCP Server
Claim
Enables AI agents to search and filter Web3 job listings from web3.career, supp…
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| 49908 |
line-bot-mcp-server
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| 49909 |
panda-mcp
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Turns a comma.ai Panda into a conversational CAN reverse-engineering rig, allow…
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| 49910 |
witch-journey-mcp
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Enables AI assistants to control the game 'Witch's Apocalyptic Journey' through…
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| 49911 |
CodeAudit MCP
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A read-only MCP server for AI coding agents to inspect repositories, audit code…
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| 49912 |
Lumnix
Claim
AI-powered e-commerce research tools via MCP. Search Amazon, Alibaba & AliExpre…
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| 49913 |
agentready-mcp
Claim
Query any docs site via MCP. Submit a URL, ask questions, get cited answers.
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| 49914 |
Aptos Blockchain Server
Claim
Enable AI applications to seamlessly interact with the Aptos blockchain for acc…
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| 49915 |
abraxas93
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| 49916 |
juejin-mcp-server
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Enables AI assistants to access and analyze content from the Chinese developer …
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| 49917 |
tlocal
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| 49918 |
XenonFlare MCP Server
Claim
Enables AI assistants to manage social media accounts, upload media (videos and…
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| 49919 |
youtube
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| 49920 |
Shopify MCP Server
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Enables to manage Shopify store resources like products, orders, customers, inv…
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| 49921 |
limitless-mcp-server
Claim
MCP server that exposes the Limitless Developer API to list lifelogs via the ge…
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| 49922 |
support-triage-agent
Claim
Enables ticket management and AI triage through Mistral-compatible models, with…
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| 49923 |
Say Hello
Claim
Create personalized greetings for anyone by name. Switch on Pirate Mode for fun…
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| 49924 |
MCP Academic Editor
Claim
A sophisticated academic manuscript revision system that provides surgical, lin…
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| 49925 |
Slack MCP Server
Claim
A Slack MCP server for Claude Code that provides full messaging, channels, sear…
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| 49926 |
trivago's mcp server to find your ideal hotel and compare prices from multiple …
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| 49927 |
Glyphs MCP
Claim
A Model Context Protocol server for Glyphs that exposes font‑specific tools to …
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| 49928 |
Bowman Prospects MCP
Claim
Classifies Bowman Prospects baseball cards using image recognition, provides pl…
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| 49929 |
centerpoinconnect
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| 49930 |
Milvus Search
Claim
Index your documents in Milvus for fast semantic search. Retrieve the most rele…
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| 49931 |
DevsContext
Claim
DevsContext is an MCP server that provides AI coding agents with synthesized en…
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| 49932 |
Enables management of sports video metadata with PostgreSQL backend, supporting…
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| 49933 |
Markdown RAG MCP
Claim
Provides semantic search over markdown documentation using RAG, allowing natura…
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| 49934 |
Weclapp MCP Server
Claim
An MCP server that enables AI to manage parties (companies and individuals) in …
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| 49935 |
lovense-mcp
Claim
This MCP server enables remote control of Lovense toys via the Lovense Cloud AP…
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| 49936 |
kkkkkk
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| 49937 |
intruder-io
Claim
test
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| 49938 |
yandex-search-api
Claim
Wraps Yandex Cloud Search API v2 for web search, returns compact JSON results.
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| 49939 |
yudao-pilot-mcp
Claim
Workspace-aware MCP server for the yudao/ruoyi-vue-pro ecosystem that helps AI …
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| 49940 |
MongoDB MCP Server
Claim
Enables AI assistants to interact natively with MongoDB databases, including sc…
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| 49941 |
mcp-tools
Claim
A collection of simple, practical MCP servers that require zero configuration, …
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| 49942 |
aion-mcp
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An MCP server that provides a set of tools for driving the AION AI assistant st…
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| 49943 |
starlog-mcp
Claim
STARLOG is a documentation workflow MCP server for Claude Code that manages pro…
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| 49944 |
liongard-mcp
Claim
An MCP server for the Liongard platform, providing tools to manage inspectors, …
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| 49945 |
MCP Weather Aggregator
Claim
AI-powered weather aggregation from 6 sources with intelligent deduction, worki…
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| 49946 |
cloud-chat-assistant
Claim
Multi-cloud MCP server that exposes cloud AI models as tools for AI CLI agents,…
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| 49947 |
mcp-demo
Claim
A minimal MCP server example demonstrating Tools, Resources, and Prompts. It en…
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| 49948 |
MCP Finder and Installer
Claim
Discover and connect to Model Context Protocol servers effortlessly. Installati…
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| 49949 |
project-planner-mcp
Claim
A remote MCP server deployed on Cloudflare Workers for hosting and exposing MCP…
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| 49950 |
bocha-ai-search
Claim
Enables web search on Chinese internet content using Bocha AI, returning result…
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