MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 3 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65401 |
MCP Workflow CLI Bridge
Claim
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
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| 65402 |
recon-mcp
Claim
A local Python MCP server for safe, human-led bug bounty recon, providing light…
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| 65403 |
Enables searching a knowledge base and asking grounded questions with hybrid re…
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| 65404 |
Vivado MCP Native
Claim
Native MCP server for controlling AMD/Xilinx Vivado on Windows and Linux via pe…
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| 65405 |
web-docs-mcp
Claim
MCP server for searching web documentation via sitemap.xml, enabling semantic s…
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| 65406 |
ark-nitrado-mcp
Claim
An MCP server that lets Claude check your Nitrado-hosted ARK server: live statu…
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| 65407 |
Unity MCP Server
Claim
Allows MCP clients like Claude Desktop or Cursor to perform Unity Editor action…
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| 65408 |
awesome-agentic-ai-zh
Claim
A structured, trilingual (繁中 / 简中 / English) learning roadmap for agentic AI — …
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| 65409 |
Obsidian MCP Server
Claim
A lightweight MCP server that enables AI assistants to securely read, create, a…
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| 65410 |
pmxt-mcp
Claim
MCP server that provides a unified prediction market API for multiple venues li…
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| 65411 |
toreador-mcp-server
Claim
Generate crypto QR codes (BTC, ETH, SOL, USDC, USDT, EURC) and manage payment s…
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| 65412 |
AgentVault
Claim
Discover, verify, and connect to AI agents with E2E encrypted messaging and tru…
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| 65413 |
Bridges the Model Context Protocol to the Tabular Object Model, enabling natura…
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| 65414 |
Homebox MCP Server
Claim
Enables AI assistants to interact with a Homebox inventory system to search, cr…
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| 65415 |
Mission MCP
Claim
Trust Graduation gate for AI agents: visible approval ceremonies and receipt-ba…
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| 65416 |
UE5-MCP-Server
Claim
Bridges Large Language Models with Unreal Engine 5 via the Model Context Protoc…
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| 65417 |
opencode-vision-mcp
Claim
MCP server for image recognition via OpenRouter AI. It sends an image to a prim…
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| 65418 |
YouTube MCP Server
Claim
Integrates with YouTube's Data API to enable video search, detailed video infor…
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| 65419 |
datadog-logs-mcp
Claim
Enables querying and analyzing Datadog logs through search, aggregation, and in…
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| 65420 |
Forgejo MCP Server
Claim
A Model Context Protocol (MCP) server that provides Claude Desktop with tools t…
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| 65421 |
article-mcp
Claim
Enables multi-source literature search, full-text retrieval, reference analysis…
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| 65422 |
SmartAPI MCP Server
Claim
Enables integration between MCP-compatible clients and APIs registered in the S…
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| 65423 |
allai
Claim
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| 65424 |
RuvLTRA MCP Server
Claim
Enables parallel code generation and review via MCP with fault-tolerant worker …
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| 65425 |
repack-logs-mcp
Claim
An MCP server for tailing Re.Pack/Rspack dev server logs. Enables AI assistants…
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| 65426 |
sendfox-mcp
Claim
A remote MCP server template deployable on Cloudflare Workers without authentic…
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| 65427 |
EMY Weather MCP Server
Claim
Provides live Greek weather data from EMY, including forecasts, alerts, marine …
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| 65428 |
Documents, projects, comments, workflows and data sources of your CollHub insta…
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| 65429 |
playstore-cli
Claim
A CLI + bundled MCP server for managing Google Play Console metadata, screensho…
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| 65430 |
smartscout-domo
Claim
An MCP server that provides Claude Desktop access to SmartScout's Amazon market…
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| 65431 |
Local-first personal finance MCP. Aggregates bank, brokerage, credit, and loan …
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| 65432 |
Generates images from text prompts using ElevenLabs' image generation API via b…
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| 65433 |
Read and write open-source flashcards through split read/write MCP tools.
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| 65434 |
Exposes OpenAPI specifications as queryable documentation resources for LLMs, e…
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| 65435 |
ArmBench MCP Server
Claim
Enables benchmarking and inference of LLMs on Arm64 cloud instances with Kleidi…
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| 65436 |
swagger-mcp-server
Claim
Enables natural language interaction with any Swagger/OpenAPI-defined API, allo…
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| 65437 |
depsonar
Claim
Comprehensive dependency audit MCP server supporting 9 languages and 23 tools f…
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| 65438 |
gency-mcp
Claim
Gency AI product image generation - MCP server for Claude, Codex, Cursor, VS Co…
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| 65439 |
Provides comprehensive access to Autodesk Fusion 360 Python API documentation, …
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| 65440 |
DemoTool MCP Server
Claim
A modular MCP server that provides custom tools for AI assistants to interact w…
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| 65441 |
Magic Lane MCP Server
Claim
Enables AI agents to become geospatially intelligent assistants with tools for …
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| 65442 |
Luni MCP Server
Claim
MCP server that lets Claude read live financial data from Luni, including perso…
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| 65443 |
yahoo-transit-mcp
Claim
Unofficial MCP server for Yahoo! Transit that provides Japanese train route sea…
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| 65444 |
academic-search-mcp
Claim
MCP server for academic research using the OpenAlex API, enabling article searc…
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| 65445 |
TradePoli MCP
Claim
Enables querying U.S. politician stock trades from public disclosures, running …
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| 65446 |
DataMammoth MCP Server
Claim
A Model Context Protocol (MCP) server that lets AI assistants manage DataMammot…
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| 65447 |
noteker
Claim
Converts handwritten PDF notes into clean Markdown using Claude Vision, with to…
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| 65448 |
mcp-ssh-live
Claim
Interactive, streaming SSH tool for LLM agents that enables spawning long-runni…
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| 65449 |
Windows Admin MCP
Claim
Enables remote Windows server administration and troubleshooting via WinRM and …
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| 65450 |
frida-mcp
Claim
An MCP server that enables AI models to perform Android dynamic analysis using …
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