MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39051 |
tradingview-chart-mcp
Claim
Enables fetching TradingView chart images by ticker and interval with browser p…
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| 39052 |
idelrpg
Claim
Gamifies software development by allowing agents to create quests, track progre…
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| 39053 |
grok-mcp
Claim
Integrates Grok AI into Claude Code to enable real-time X/Twitter search and de…
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| 39054 |
mcp-server
Claim
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| 39055 |
kaiten-mcp
Claim
MCP server for Kaiten project management, providing 63 tools for managing cards…
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| 39056 |
DataDawn MCP Server
Claim
Enables AI agents to query the IRS 990 nonprofit database and OpenRegs federal …
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| 39057 |
ComfyUI-GPU-Optimizer
Claim
MCP server for AI-controlled GPU VRAM management in ComfyUI, allowing Claude to…
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| 39058 |
Hecatoncheire MCP
Claim
Multi-agent continuous development system with local LLM orchestration.
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| 39059 |
cloudflare-crawl-mcp
Claim
MCP server for Cloudflare Browser Rendering Crawl API. Fetches and crawls web p…
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| 39060 |
vercel-mcp
Claim
Enables management of Vercel projects, deployments, domains, environment variab…
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| 39061 |
ragalgo-v3
Claim
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| 39062 |
AI Furniture Hub
Claim
Millimeter-precision furniture & storage product data for AI agents. Search by …
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| 39063 |
chp
Claim
Learn and adopt the Capability Host Protocol — the agentic web's open evidence …
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| 39064 |
Enables access to live company and contact data from Explorium's AgentSource pl…
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| 39065 |
nutanix-mcp-server-jp
Claim
FastAPI implementation of MCP server that interacts with Nutanix Prism Central …
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| 39066 |
Chromium CodeSearch MCP
Claim
Enables AI assistants to search and explore Chromium and PDFium source code, ch…
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| 39067 |
Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity …
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| 39068 |
mcp-server
Claim
MCP server with tools for managing routers, enabling network control through na…
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| 39069 |
An MCP server that connects Claude Desktop to PoetryQuill's live Supabase datab…
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| 39070 |
Alumnx MCP Server
Claim
Provides agricultural intelligence tools for pest/disease lookup, government sc…
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| 39071 |
rag_mcp
Claim
Enables retrieval-augmented generation by allowing LLMs to search documents in …
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| 39072 |
thread-mind-mcp
Claim
Structures AI conversations into hierarchical thread trees, replacing full hist…
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| 39073 |
TypeScript MCP server for CoderLegion — connect AI agents (Claude, Cursor, Clin…
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| 39074 |
powerbi-mcp-server
Claim
An MCP server that connects Claude and other MCP clients to Microsoft Power BI …
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| 39075 |
CogniResearch
Claim
An MCP server for academic research combining local document search with Semant…
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| 39076 |
Factorio AI Companion
Claim
Bidirectional chat bridge between Factorio and Claude Code via MCP protocol, en…
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| 39077 |
marketcal
Claim
Provides correct trading day and settlement date calculations for multiple exch…
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| 39078 |
An MCP server that deterministically scores landing pages on conversion-critica…
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| 39079 |
MCP Kandinsky
Claim
Generates images from text prompts using the Kandinsky neural network API, with…
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| 39080 |
mcp-svg-render
Claim
Renders SVG to PNG so AI agents can see the SVG they generate.
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| 39081 |
server-anthropic
Claim
Provides access to Anthropic's AI models through the Model Context Protocol, en…
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| 39082 |
Odoo MCP
Claim
An MCP server that connects to any Odoo 16+ database using existing credentials…
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| 39083 |
mcp-variable
Claim
Converts between Korean terminology and physical column names using a standard …
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| 39084 |
my-mcpserver
Claim
A production-ready template for developing Model Context Protocol (MCP) servers…
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| 39085 |
Retail Analytics Agent
Claim
An MCP server that combines SQL and RAG tools into a reasoning agent for answer…
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| 39086 |
Google Ads MCP Server
Claim
Enables LLMs to interact with the Google Ads API through the Model Context Prot…
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| 39087 |
MCP GetBlock Server
Claim
Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, …
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| 39088 |
zt
Claim
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| 39089 |
Professional-grade stock market analysis and predictions powered by AI, accessi…
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| 39090 |
constraint-mcp-server
Claim
Enables AI tools to interact with constraint theory tools for pitch snapping, m…
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| 39091 |
mame-mcp
Claim
Enables MAME reverse engineering tasks including memory access tracing, input i…
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| 39092 |
tplink-omada-mcp
Claim
Exposes TP-Link Omada controller APIs to AI copilots, enabling listing of sites…
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| 39093 |
fluentui-mcp-server
Claim
Comprehensive MCP server for Fluent UI React v9 development, providing componen…
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| 39094 |
line-desktop-mcp
Claim
Enables AI tools to read and send messages through LINE Desktop via MCP, suppor…
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| 39095 |
SpinQit MCP Tools
Claim
SpinQit MCP Tools is a Python MCP server that connects AI assistants to SpinQ C…
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| 39096 |
opendata-campus-mcp
Claim
教育資源導航 MCP,可透過 TWCampus 目錄路由至台灣官方教育平台,即時搜尋與讀取公開學習資源。
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| 39097 |
Enables LLMs to query ODBC-accessible databases via DSN, supporting SQL, SPARQL…
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| 39098 |
web-stylebook-mcp
Claim
Provides deterministic, read-only design knowledge for AI coding agents to help…
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| 39099 |
OpenReview MCP server
Claim
Enables searching for users, fetching papers, and exporting research data from …
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| 39100 |
mcp-imap-server
Claim
Enables LLMs to read, search, and manage emails via IMAP with secure, read-only…
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