MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 4 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46001 |
Dev Toolbox MCP Server
Claim
Provides various developer utilities such as UUID generation, timestamp convers…
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| 46002 |
docker-helper-ai-mcp
Claim
docker-helper-ai-mcp MCP server by MEOK AI Labs
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| 46003 |
pesticide-mcp
Claim
A Model Context Protocol server for querying Japanese pesticide registration in…
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| 46004 |
ark-nitrado-mcp
Claim
An MCP server that lets Claude check your Nitrado-hosted ARK server: live statu…
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| 46005 |
Enables searching a knowledge base and asking grounded questions with hybrid re…
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| 46006 |
web-docs-mcp
Claim
MCP server for searching web documentation via sitemap.xml, enabling semantic s…
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| 46007 |
Bridges the Model Context Protocol to the Tabular Object Model, enabling natura…
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| 46008 |
Homebox MCP Server
Claim
Enables AI assistants to interact with a Homebox inventory system to search, cr…
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| 46009 |
opencode-vision-mcp
Claim
MCP server for image recognition via OpenRouter AI. It sends an image to a prim…
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| 46010 |
Forgejo MCP Server
Claim
A Model Context Protocol (MCP) server that provides Claude Desktop with tools t…
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| 46011 |
EMY Weather MCP Server
Claim
Provides live Greek weather data from EMY, including forecasts, alerts, marine …
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| 46012 |
RuvLTRA MCP Server
Claim
Enables parallel code generation and review via MCP with fault-tolerant worker …
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| 46013 |
sendfox-mcp
Claim
A remote MCP server template deployable on Cloudflare Workers without authentic…
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| 46014 |
Read and write open-source flashcards through split read/write MCP tools.
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| 46015 |
smartscout-domo
Claim
An MCP server that provides Claude Desktop access to SmartScout's Amazon market…
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| 46016 |
Generates images from text prompts using ElevenLabs' image generation API via b…
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| 46017 |
swagger-mcp-server
Claim
Enables natural language interaction with any Swagger/OpenAPI-defined API, allo…
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| 46018 |
TradePoli MCP
Claim
Enables querying U.S. politician stock trades from public disclosures, running …
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| 46019 |
DataMammoth MCP Server
Claim
A Model Context Protocol (MCP) server that lets AI assistants manage DataMammot…
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| 46020 |
academic-search-mcp
Claim
MCP server for academic research using the OpenAlex API, enabling article searc…
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| 46021 |
yahoo-transit-mcp
Claim
Unofficial MCP server for Yahoo! Transit that provides Japanese train route sea…
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| 46022 |
mcp-ssh-live
Claim
Interactive, streaming SSH tool for LLM agents that enables spawning long-runni…
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| 46023 |
Windows Admin MCP
Claim
Enables remote Windows server administration and troubleshooting via WinRM and …
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| 46024 |
frida-mcp
Claim
An MCP server that enables AI models to perform Android dynamic analysis using …
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| 46025 |
MCP server for clinical charting with Claude (codename: Ratchet) - Enables Clau…
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| 46026 |
transitland-mcp-server
Claim
Global transit via Transitland v2 — operators, GTFS/GTFS-RT/GBFS feeds, routes,…
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| 46027 |
Yahoo Fantasy MCP
Claim
A Model Context Protocol server that provides read-only access to Yahoo Fantasy…
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| 46028 |
smartfarm-connect
Claim
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| 46029 |
Hugging Face MCP Server
Claim
Enables access to 200,000+ machine learning models through the Hugging Face Inf…
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| 46030 |
Mystic Forge
Claim
Unified MCP server for Magic: The Gathering, combining Scryfall card search and…
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| 46031 |
HimiTrace MCP Server
Claim
A Model Context Protocol (MCP) server connecting AI agents to the Polygon block…
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| 46032 |
Apillon MCP Server
Claim
Enables AI models to manage decentralized storage, hosting, and NFTs via Apillo…
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| 46033 |
Lowtoxgear Storefront
Claim
Read-only catalogue MCP for Lowtoxgear — Australian low-tox lifestyle brand. 5 …
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| 46034 |
watch-materials-mcp
Claim
MCP server for materials science monitoring, searching ArXiv preprints and Open…
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| 46035 |
comfyui-mcp
Claim
Exposes ComfyUI workflows as callable MCP tools, enabling LLMs to run image gen…
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| 46036 |
Librarian MCP
Claim
Transforms a folder of Markdown files into a structured, version-controlled kno…
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| 46037 |
Gasio MCP Server
Claim
가시오 툴즈의 14종 이미지/미디어 처리 기능을 로컬 오프라인에서 AI 에이전트가 사용할 수 있게 해주는 MCP 서버입니다. 배경 제거, 화질…
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| 46038 |
antigravity-claude-mcp
Claim
Enables Claude Code to request independent code reviews and second opinions fro…
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| 46039 |
pcs-mcp
Claim
MCP server exposing ProCyclingStats teams, riders, and races data by scraping s…
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| 46040 |
An MCP server that monitors 12 Australian SMB intelligence sources to analyze m…
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| 46041 |
socialfanout-mcp
Claim
One safe tool for your AI agent to publish to every social network via the Soci…
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| 46042 |
MCP SSE Proxy
Claim
Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applicatio…
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| 46043 |
WetLab-MCP
Claim
Enables AI-assisted molecular biology experiment design with tools for qPCR pri…
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| 46044 |
obol-mcp
Claim
Lets AI agents discover, pay for, and call any HTTP API per request using USDC,…
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| 46045 |
animalhouse
Claim
A Tamagotchi for AI agents. Real-time care, permanent death, 74 species, evolut…
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| 46046 |
artifacty
Claim
A local, agent-to-agent artifact exchange for LLM workflows. Enables MCP-capabl…
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| 46047 |
rucio-mcp
Claim
An MCP server that exposes Rucio distributed data management operations as tool…
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| 46048 |
MCP Memory Server
Claim
Provides long-term memory for AI coding agents, enabling them to remember, sear…
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| 46049 |
cell-mem
Claim
An MCP server that provides AI agents with persistent, multi-layered memory ins…
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| 46050 |
arxiv-paper
Claim
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