MCP Server Quality Scores
Independent quality analysis of 43634 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35801 |
anon.li
Claim
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| 35802 |
GenGEO
Claim
Machine-readable merchant verification infrastructure for AI shopping agents an…
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| 35803 |
Intigriti MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with the Intigriti bug bo…
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| 35804 |
MAGI Orchestrator
Claim
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
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| 35805 |
LemonSqueezy MCP server for managing your store from AI assistants
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| 35806 |
korean-stocks
Claim
Korean stock & crypto for AI agents. KRX news, financials, risk via x402 USDC p…
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| 35807 |
matter-mcp-server
Claim
Enables AI assistants to directly interact with Matter devices and protocol ope…
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| 35808 |
Food MCP Server
Claim
Provides comprehensive food hierarchy and nutrition data through structured too…
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| 35809 |
agentbuilders
Claim
Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on on…
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| 35810 |
HFSS MCP Server
Claim
An MCP server for automating ANSYS HFSS simulations, providing persistent conne…
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| 35811 |
agent-wallet-mcp
Claim
Non-custodial Solana MCP: compare yields, buy tokenized US stocks (xStocks) & O…
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| 35812 |
climux
Claim
Unified CLI multiplexer for AI coding agents, enabling orchestration of multipl…
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| 35813 |
Avanza-MCP
Claim
MCP server for Avanza portfolio monitoring and trading, supporting regular and …
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| 35814 |
cra-compliance-mcp
Claim
EU Cyber Resilience Act (Regulation 2024/2847) compliance for AI agents. Produc…
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| 35815 |
Floe Payments and Credit
Claim
Credit and payments for AI agent developers — over MCP. No crypto required
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| 35816 |
html-parser-ai-mcp
Claim
html-parser-ai-mcp MCP server by MEOK AI Labs
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| 35817 |
Provides comprehensive codebase analysis and semantic understanding through int…
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| 35818 |
BlueAgent x402 Services
Claim
Pay-per-use AI security and research tools for autonomous agents on Base, enabl…
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| 35819 |
NPS Explorer MCP Server
Claim
Provides LLM context on U.S. national parks by integrating National Park Servic…
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| 35820 |
Velociraptor MCP Server
Claim
Enables AI agents to interface with Velociraptor for digital forensics and inci…
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| 35821 |
Web Scraper MCP Server
Claim
Enables AI agents to fetch, clean, and extract readable content from web pages,…
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| 35822 |
mcp-for-programmer
Claim
A Model Context Protocol server that helps programmers understand code by provi…
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| 35823 |
KARP Word Graph
Claim
Enables semantic search of the KJV Bible and personal knowledge graph for scrip…
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| 35824 |
dingdawg-loop
Claim
Safe scheduled AI agents with governance gates. Verified, receipted, fail-close…
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| 35825 |
changeflow
Claim
AI-powered web monitoring. Track any website, get structured change intelligenc…
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| 35826 |
MCP Prompt Manager
Claim
Enables AI models like Claude to manage local prompt files with CRUD operations…
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| 35827 |
wrapper-mcp
Claim
Stdio MCP server for QMS Wrapper that enables MCP-capable clients to manage tas…
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| 35828 |
ros-mcp-server
Claim
Controls Autonomous Mobile Robots (AMRs) through natural language via MQTT and …
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| 35829 |
optionsahoy-mcp
Claim
Equity comp tax (ISO/NSO/RSU/QSBS), concentration & hedging. 50-state tax code,…
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| 35830 |
40 x402 AI tools: markets, DeFi, BTC mining economics, stocks, Reddit intel. US…
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| 35831 |
AI Design Blueprint
Claim
Enterprise-safe agentic AI design doctrine. Read-only MCP, UK/EU residency, zer…
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| 35832 |
brasil-data-mcp
Claim
Brazilian public data for AI agents — companies (CNPJ), addresses (CEP), banks …
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| 35833 |
quantum-mcp-server
Claim
AI-powered MCP server for analyzing pinuy-binuy (urban renewal) real estate pro…
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| 35834 |
abnormal-mcp
Claim
An MCP server for Abnormal Security, enabling management of threat detection, e…
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| 35835 |
Houdini MCP Server
Claim
Enables AI-assisted 3D content creation by allowing Claude Code to control Side…
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| 35836 |
vsfclub1
Claim
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| 35837 |
@retailerapi/mcp
Claim
Enables AI agents to access Walmart product data including lookups, price histo…
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| 35838 |
SeldomMaster
Claim
A collection of MCP tools for cybersecurity threat intelligence and local netwo…
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| 35839 |
DevReview MCP Server
Claim
An AI-assisted code review tool that connects to a Supabase backend, enabling a…
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| 35840 |
AI-powered Amazon ECS workload management
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| 35841 |
GhidrAssistMCP
Claim
A native Model Context Protocol server for Ghidra. Includes GUI configuration a…
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| 35842 |
Ambient Context MCP
Claim
Local Windows ambient context (presence, foreground app, battery) as privacy-ga…
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| 35843 |
Ember MCP
Claim
A local-first persistent memory server that uses Voronoi partitioning and tempo…
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| 35844 |
A2A Client MCP Server
Claim
Enables LLMs to interact with Agent-to-Agent (A2A) protocol compatible agents, …
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| 35845 |
mcp-azure-confluence
Claim
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| 35846 |
cortex402
Claim
Pay-per-call x402 data products on Base mainnet — sanctions, aviation weather, …
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| 35847 |
Anchor
Claim
a self-hostable Java/Spring Boot service for source-grounded chunk validation a…
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| 35848 |
Pearch
Claim
This project provides a tool for searching people using the Pearch.ai, implemen…
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| 35849 |
SkyFi MCP Server
Claim
Enables AI agents to search, order, and monitor satellite and geospatial imager…
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| 35850 |
Connects to the MIRO Whiteboard Application for board manipulation and sticky c…
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