holmesgpt
★ 3.7k
vs
mcp-stata
★ 88
holmesgpt vs mcp-stata
holmesgpt: HolmesGPT is an AI agent designed for cloud troubleshooting and alert investigation. It connects AI models with live observability data and organizational knowledge to find root causes and suggest remediations.; mcp-stata: This MCP server enables LLMs to execute Stata code, inspect data, export graphics, and verify results. It uses the proprietary pystata module included with Stata 17+ and requires Python 3.11+. The server supports various IDEs like Claude Desktop, Cursor, and VS Code via stdio transport.
01
TL;DR
holmesgptObservability · ★ 3.7k
Automated cloud troubleshooting and root cause analysis for operational issues.
mcp-stataObservability · ★ 88
Run Stata commands for statistical analysis
02
Side-by-Side Comparison
Field
holmesgptmcp-stataCategory
Observability
Observability
Stars
★ 3.7k
★ 88
License
Apache-2.0
AGPL-3.0
Install Command
git clone https://github.com/HolmesGPT/holmesgpt.git
uvx --refresh --refresh-package mcp-stata --from mcp-stata@latest mcp-stata
Updated
1d ago
5mo ago
Open Source
Yes
Yes
Tags
AI Agent, Cloud Troubleshooting, Observability
ai, econometrics, economics
03
Features
holmesgpt01Investigates cloud problems, finds root causes, and suggests remediations
02Dozens of built-in integrations for cloud providers, observability tools, and on-call systems
03Utilizes an agentic loop to analyze data from multiple sources
04Supports custom data sources and runbooks for tailored investigations
05Provides end-to-end automation for alert investigation and analysis reporting
mcp-stata01Execute Stata code
02Inspect data (dataset summaries and codebooks)
03Export graphics (histograms, scatterplots)
04Streaming graph caching
05Verify results (check stored r() and e() values)
04
Use Cases
holmesgpt↳Automated cloud troubleshooting and root cause analysis for operational issues.
↳Proactive investigation of alerts from various monitoring and on-call systems (e.g., Prometheus, PagerDuty).
↳Leveraging internal documentation and knowledge bases for incident resolution and remediation.
mcp-stata↳Run Stata commands for statistical analysis
↳Explore and summarize datasets
↳Create and export statistical graphs
05
Best For
holmesgptTrending
mcp-stata—
FAQ
FAQ
What is the difference between holmesgpt and mcp-stata?
Both holmesgpt and mcp-stata are in the Observability category. holmesgpt has 3.7k stars, while mcp-stata has 88 stars.
Which is better, holmesgpt or mcp-stata?
The best choice depends on your use case. Choose holmesgpt if Automated cloud troubleshooting and root cause analysis for operational issues., and mcp-stata if Run Stata commands for statistical analysis.
Is holmesgpt free or open source?
Yes, holmesgpt is open source on GitHub (Apache-2.0).
Is mcp-stata free or open source?
Yes, mcp-stata is open source on GitHub (AGPL-3.0).
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