MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47651 |
harukibox
Claim
Run a Japan proxy-buying business from your AI: inventory, orders, buyers, ship…
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| 47652 |
AI Readiness (hosted)
Claim
Check if a website is visible to AI search (ChatGPT, Perplexity, Claude). No in…
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| 47653 |
Enables AI-driven analysis of SAP transport requests, including metadata retrie…
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| 47654 |
lore
Claim
Living typed knowledge graph for software projects, exposed over MCP so coding …
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| 47655 |
Buienradar MCP Server
Claim
Fetches precipitation forecasts for any location using Buienradar, providing re…
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| 47656 |
HighLevel MCP Server
Claim
Multi-account HighLevel CRM MCP server with OAuth integration for managing 30+ …
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| 47657 |
agent-readiness-auditor
Claim
Audits any website for AI agent readiness and safety, scoring prompt injection …
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| 47658 |
magika-mcp
Claim
Enables AI-powered file type detection using Google Magika, identifying file ty…
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| 47659 |
mcp-arcgis-greenwood
Claim
Access City of Greenwood, Indiana open geospatial data including parcels, zonin…
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| 47660 |
PaladinFi Swap
Claim
**PaladinFi Swap** is a competitive multi-aggregator swap router for AI agents …
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| 47661 |
websearch
Claim
Web search tool using Serper API (primary) with DuckDuckGo fallback on error or…
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| 47662 |
xero-mcp-server
Claim
An MCP server that enables AI assistants to read and write Xero accounting data…
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| 47663 |
IWE
Claim
iwec gives AI agents structured access to your Markdown notes as a knowledge gr…
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| 47664 |
mysql_mcp
Claim
A production-grade MCP server that connects Claude to multiple MySQL Docker con…
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| 47665 |
Astron MCP
Claim
An MCP server that wraps multiple vendors' Coding Plan services (iFlytek Spark,…
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| 47666 |
Wave MCP Server
Claim
MCP server for Wave accounting that provides tools for managing chart of accoun…
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| 47667 |
Aseprite MCP
Claim
An MCP server that lets AI agents create and edit Aseprite sprites headlessly, …
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| 47668 |
oracle-models
Claim
Classifies development task complexity (LIGHT/MEDIUM/HEAVY) and recommends the …
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| 47669 |
Svetovid
Claim
An MCP server that lets AI agents visually perceive and edit video inside DaVin…
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| 47670 |
mcp-server-qdrant
Claim
MCP server for Qdrant vector database with local BERT embeddings. Enables seman…
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| 47671 |
Librarian
Claim
Provides AI agents with persistent knowledge storage, enabling them to store, s…
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| 47672 |
Memory Pickle MCP
Claim
Project management and session memory for AI agents that provides 13 tools for …
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| 47673 |
supership-scan
Claim
Buy any x402 API or data on Base, Solana, Polygon. No wallet on the seller's ch…
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| 47674 |
Great Question
Claim
Run user research from any AI tool. Create studies, recruit participants, query…
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| 47675 |
Kira Perplexity Scout
Claim
Integrates Perplexity API into Claude/Cowork as MCP tools for search, trend sco…
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| 47676 |
swagger-codegen-mcp
Claim
Automatically generates TypeScript API code from Swagger/OpenAPI documentation.…
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| 47677 |
figma-svg-to-icon-mcp
Claim
Extracts SVG icons from Figma and generates React TSX icon components automatic…
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| 47678 |
mcp-plain
Claim
MCP server for the Plain customer support platform. Provides tools for managing…
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| 47679 |
An MCP server for weather information.
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| 47680 |
smithery
Claim
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| 47681 |
rules-as-code-mcp
Claim
Deterministic SNAP eligibility logic, exposed as auditable Model Context Protoc…
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| 47682 |
Provides 208+ tools for AI-native engineering intelligence via Allstacks API.
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| 47683 |
opgg-esports
Claim
Connect AI agents to OP.GG Esports data and retrieve upcoming League of Legends…
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| 47684 |
Outcome predictions and judge profiles from 2,741 ML models trained on 30.3M co…
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| 47685 |
inmigreat-mcp
Claim
Immigration case intelligence for attorneys. Case tracking, judge analytics, AI…
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| 47686 |
infomaniak-mcp-agent
Claim
Unofficial MCP server for Infomaniak (web hosting, mail, DNS, kDrive, SSL, AI).…
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| 47687 |
fbi-crime-mcp-server
Claim
FBI Crime Data Explorer — UCR estimates, NIBRS breakdowns, hate crimes, arrests…
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| 47688 |
RTIdeas MCP API Server
Claim
Converts a local MCP server into a remote HTTP-accessible REST API server with …
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| 47689 |
ATS Scanner MCP Server
Claim
Automates ATS resume scanning via Jobscan, enabling AI to iteratively scan, ana…
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| 47690 |
An MCP server bridging AI agents with enterprise productivity suites, enabling …
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| 47691 |
Anki Connect MCP Server
Claim
Enables AI assistants to interact with Anki flashcard collections through the A…
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| 47692 |
Apple MCP Tools
Claim
A collection of tools that enable AI assistants to interact with Apple applicat…
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| 47693 |
Weather MCP Server
Claim
Provide real-time weather information and forecasts to your applications. Enabl…
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| 47694 |
atlaspi
Claim
Historical geography for AI agents: polities, GeoJSON borders, chains & events,…
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| 47695 |
Human For AI
Claim
Hire a real human for real-world verification, product testing, AI output revie…
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| 47696 |
Remote Server MCP
Claim
A security-first MCP server that gives AI assistants controlled, safe access to…
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| 47697 |
wolfe-jam
Claim
One IANA-registered format. 3 MCP servers.
Pick your lane. …
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| 47698 |
Conversor IAE-CNAE
Claim
The first fiscal MCP server for Spain: IAE/CNAE 2025, AEAT modelos, IRPF/IVA, R…
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| 47699 |
Homespun
Claim
Deploy a multi-user web app from your agent: hosting, auth, database, and permi…
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| 47700 |
Train in Silence
Claim
Enables users to describe their LLM fine-tuning job once and get the cheapest, …
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