MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64551 |
ikea-mcp
Claim
Read-only MCP server for IKEA product search and in-store stock lookup.
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| 64552 |
A simple MCP server that provides basic calculator operations such as add, subt…
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| 64553 |
proposalcraft
Claim
MCP server that drafts client proposals in your own voice. Save 2-3 of your win…
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| 64554 |
Draw.io MCP Server
Claim
Enables AI models to create and manage various types of diagrams (flowcharts, U…
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| 64555 |
Supercharges AI-assisted debugging of Playwright tests by parsing trace files t…
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| 64556 |
obsidian-mcp
Claim
Enables MCP-compatible AI hosts to read, search, link, and write notes in a loc…
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| 64557 |
search-console-mcp
Claim
Google Search Console for Claude, Cursor & any MCP client — one sign-in, 30 sec…
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| 64558 |
NexusTrader MCP
Claim
Exposes NexusTrader's account, positions, market data, and trading capabilities…
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| 64559 |
grok-mcp
Claim
Integrates Grok AI into Claude Code to enable real-time X/Twitter search and de…
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| 64560 |
vercel-mcp
Claim
Enables management of Vercel projects, deployments, domains, environment variab…
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| 64561 |
mcp-server
Claim
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| 64562 |
kaiten-mcp
Claim
MCP server for Kaiten project management, providing 63 tools for managing cards…
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| 64563 |
ComfyUI-GPU-Optimizer
Claim
MCP server for AI-controlled GPU VRAM management in ComfyUI, allowing Claude to…
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| 64564 |
idelrpg
Claim
Gamifies software development by allowing agents to create quests, track progre…
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| 64565 |
tradingview-chart-mcp
Claim
Enables fetching TradingView chart images by ticker and interval with browser p…
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| 64566 |
ragalgo-v3
Claim
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| 64567 |
DataDawn MCP Server
Claim
Enables AI agents to query the IRS 990 nonprofit database and OpenRegs federal …
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| 64568 |
code-graph-rag-mcp
Claim
A powerful Model Context Protocol server that creates intelligent graph represe…
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| 64569 |
cloudflare-crawl-mcp
Claim
MCP server for Cloudflare Browser Rendering Crawl API. Fetches and crawls web p…
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| 64570 |
Hecatoncheire MCP
Claim
Multi-agent continuous development system with local LLM orchestration.
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| 64571 |
nutanix-mcp-server-jp
Claim
FastAPI implementation of MCP server that interacts with Nutanix Prism Central …
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| 64572 |
Chromium CodeSearch MCP
Claim
Enables AI assistants to search and explore Chromium and PDFium source code, ch…
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| 64573 |
AI Furniture Hub
Claim
Millimeter-precision furniture & storage product data for AI agents. Search by …
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| 64574 |
chp
Claim
Learn and adopt the Capability Host Protocol — the agentic web's open evidence …
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| 64575 |
Enables access to live company and contact data from Explorium's AgentSource pl…
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| 64576 |
An MCP server that connects Claude Desktop to PoetryQuill's live Supabase datab…
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| 64577 |
mcp-server
Claim
MCP server with tools for managing routers, enabling network control through na…
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| 64578 |
Alumnx MCP Server
Claim
Provides agricultural intelligence tools for pest/disease lookup, government sc…
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| 64579 |
TypeScript MCP server for CoderLegion — connect AI agents (Claude, Cursor, Clin…
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| 64580 |
marketcal
Claim
Provides correct trading day and settlement date calculations for multiple exch…
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| 64581 |
rag_mcp
Claim
Enables retrieval-augmented generation by allowing LLMs to search documents in …
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| 64582 |
powerbi-mcp-server
Claim
An MCP server that connects Claude and other MCP clients to Microsoft Power BI …
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| 64583 |
Factorio AI Companion
Claim
Bidirectional chat bridge between Factorio and Claude Code via MCP protocol, en…
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| 64584 |
CogniResearch
Claim
An MCP server for academic research combining local document search with Semant…
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| 64585 |
MCP Kandinsky
Claim
Generates images from text prompts using the Kandinsky neural network API, with…
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| 64586 |
thread-mind-mcp
Claim
Structures AI conversations into hierarchical thread trees, replacing full hist…
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| 64587 |
An MCP server that deterministically scores landing pages on conversion-critica…
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| 64588 |
constraint-mcp-server
Claim
Enables AI tools to interact with constraint theory tools for pitch snapping, m…
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| 64589 |
Retail Analytics Agent
Claim
An MCP server that combines SQL and RAG tools into a reasoning agent for answer…
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| 64590 |
MCP GetBlock Server
Claim
Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, …
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| 64591 |
zt
Claim
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| 64592 |
Odoo MCP
Claim
An MCP server that connects to any Odoo 16+ database using existing credentials…
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| 64593 |
mame-mcp
Claim
Enables MAME reverse engineering tasks including memory access tracing, input i…
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| 64594 |
fluentui-mcp-server
Claim
Comprehensive MCP server for Fluent UI React v9 development, providing componen…
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| 64595 |
my-mcpserver
Claim
A production-ready template for developing Model Context Protocol (MCP) servers…
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| 64596 |
server-anthropic
Claim
Provides access to Anthropic's AI models through the Model Context Protocol, en…
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| 64597 |
Google Ads MCP Server
Claim
Enables LLMs to interact with the Google Ads API through the Model Context Prot…
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| 64598 |
Professional-grade stock market analysis and predictions powered by AI, accessi…
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| 64599 |
tplink-omada-mcp
Claim
Exposes TP-Link Omada controller APIs to AI copilots, enabling listing of sites…
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| 64600 |
mcp-svg-render
Claim
Renders SVG to PNG so AI agents can see the SVG they generate.
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