MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 1 hour, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54851 |
Metro MCP
Claim
A unified MCP server for US transit systems, supporting Washington DC Metro and…
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| 54852 |
Home Entity Assistant
Claim
Manage and monitor smart home devices directly within your workspace. Retrieve …
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| 54853 |
enquire-mcp
Claim
MCP server that exposes a local Obsidian vault as persistent, searchable memory…
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| 54854 |
mcp-tools
Claim
A collection of simple, practical MCP servers that require zero configuration, …
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| 54855 |
mcp-server-nmap
Claim
Enables network scanning and reconnaissance through MCP tools, leveraging nmap …
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| 54856 |
YouTrack MCP
Claim
A Model Context Protocol (MCP) server for YouTrack integration, providing a sta…
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| 54857 |
AgentAnycast MCP Server
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Enables AI tools to discover, communicate with, and orchestrate AI agents over …
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| 54858 |
historia-mcp
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MCP server providing access to Kenya and East Africa historical archives, inclu…
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| 54859 |
Claude Code Notebook MCP
Claim
A Model Context Protocol (MCP) server that provides comprehensive Jupyter noteb…
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| 54860 |
Thrive MCP API Server
Claim
A remote MCP server that can be deployed on Cloudflare Workers, using OAuth aut…
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| 54861 |
Claude Pascal MCP Server
Claim
Enables Claude to compile, run, and interact with Pascal/Delphi desktop applica…
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| 54862 |
MCP Automation Service
Claim
A production-grade backend that lets LLMs safely operate Gmail, Google Drive, a…
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| 54863 |
calculator-mcp-server
Claim
Provides a comprehensive set of mathematical functions as MCP tools, enabling l…
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| 54864 |
QGIS MCP Server
Claim
Enables AI agents to interact with QGIS, supporting project management, layer i…
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| 54865 |
mcp-7zip-server
Claim
An MCP server for 7-Zip archive operations (list, extract, create) with dual-en…
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| 54866 |
doubao-seedream-mcp
Claim
封装豆包 Seedream 图像生成模型为 MCP 服务,支持文生图、图生图、组图及联网搜索生图,部署在 Cloudflare Workers 上
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| 54867 |
mcp-server-postgres
Claim
Provides a secure, schema-aware PostgreSQL database agent for LLMs, enabling na…
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| 54868 |
Converts ComfyUI workflows into MCP tools for AI agents to generate images, vid…
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| 54869 |
mcp
Claim
MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix P…
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| 54870 |
Enables intelligent task assignment to developers using hybrid AI algorithms th…
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| 54871 |
ZGTS Derma Roller
Claim
Expert MCP server for derma roller (microneedling) guidance. 4 tools: needle si…
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| 54872 |
projectlibre-mcp
Claim
Read, analyze, create, and edit ProjectLibre project files (.pod/.xml) from Cla…
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| 54873 |
emr-mcp-server
Claim
Provides intelligent guidance for EMR cluster management, configuration recomme…
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| 54874 |
Fetch METARs, TAFs, PIREPs, and SIGMETs/AIRMETs from the NWS Aviation Weather C…
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| 54875 |
soil-wise
Claim
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| 54876 |
agent-guild
Claim
Attack-resistant reputation and trust layer for autonomous AI agents — discover…
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| 54877 |
PAL MCP
Claim
A Model Context Protocol server that connects multiple AI models into a single …
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| 54878 |
yuque-local-mcp
Claim
本地语雀 MCP 服务器,通过浏览器登录态访问语雀,支持读取、创建和编辑文档,具有知识库白名单和只读模式等安全特性。
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| 54879 |
Power BI PBIR MCP
Claim
Local MCP server for editing Power BI Project reports saved in PBIR format.
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| 54880 |
name-variants
Claim
Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic,…
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| 54881 |
uagents
Claim
MCP server for uagents documentation, generated by doc2mcp.
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| 54882 |
micrOSMCP
Claim
Standalone TypeScript MCP server for micrOS devices. Enables discovering device…
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| 54883 |
godson_123
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| 54884 |
Yazio MCP
Claim
Enables querying Yazio food logs including meals, daily summaries, and nutritio…
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| 54885 |
waterloo-learn-mcp
Claim
An MCP server that gives desktop AI apps access to your Waterloo LEARN courses,…
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| 54886 |
Tally Prime MCP Server
Claim
Connects Tally Prime ERP data to AI assistants via MCP, enabling natural langua…
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| 54887 |
Color palette generation API for AI agents. Generate harmonious palettes from a…
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| 54888 |
AigoHotel MCP Server
Claim
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
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| 54889 |
MCP Server for VictoriaTraces. Provides integration with VictoriaTraces API and…
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| 54890 |
NocoDB MCP Server
Claim
Enables direct integration with NocoDB databases from Cursor IDE, providing com…
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| 54891 |
hevy-mcp
Claim
A Model Context Protocol server that connects Claude to Hevy workout logs, enab…
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| 54892 |
powerbi-mcp-proxy
Claim
A self-hosted MCP server that proxies MCP clients to Power BI, using your own E…
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| 54893 |
taibu
Claim
Enables traditional Chinese metaphysics tools like Bazi, Ziwei, and Qimen via M…
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| 54894 |
sidekick
Claim
Enables persistent remote VPS collaboration with MCP tools, live dashboard, and…
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| 54895 |
Let your AI assistant create professional Office documents — PowerPoint, Word, …
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| 54896 |
fleet-mcp-server
Claim
Enables semantic search, recommendations, and similar crate lookups for Rust cr…
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| 54897 |
PyMemSim-MCP
Claim
Exposes membrane simulation capabilities through an MCP server, enabling gas ho…
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| 54898 |
Provides access to Kubernetes troubleshooting runbooks, enabling search, discov…
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| 54899 |
Taiwan Health MCP Server
Claim
Integrates Taiwan health data and international medical standards, providing 28…
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| 54900 |
beszel-mcp
Claim
MCP server for Beszel system monitoring that provides tools to list systems, co…
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