AgentIndex icon
AgentIndex
prometheus-mcp-server logo
prometheus-mcp-server
★ 519
vs
mcp-stata logo
mcp-stata
★ 87

prometheus-mcp-server vs mcp-stata

prometheus-mcp-server: A Model Context Protocol (MCP) server that provides access to your Prometheus metrics and queries through standardized MCP interfaces, allowing AI assistants to execute PromQL queries and analyze your metrics data. It supports various authentication methods and deployment options including Docker and Kubernetes.; 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

prometheus-mcp-server logo
prometheus-mcp-serverObservability · ★ 519

AI assistants querying Prometheus metrics for monitoring and troubleshooting

Read prometheus-mcp-server full review →
mcp-stata logo
mcp-stataObservability · ★ 87

Run Stata commands for statistical analysis

Read mcp-stata full review →
02

Side-by-Side Comparison

Field
prometheus-mcp-server logoprometheus-mcp-server
mcp-stata logomcp-stata
Category
Observability
Observability
Stars
★ 519
★ 87
License
MIT
AGPL-3.0
Install Command
docker run -i --rm -e PROMETHEUS_URL="http://your-prometheus:9090" ghcr.io/pab1it0/prometheus-mcp-server:latest
uvx --refresh --refresh-package mcp-stata --from mcp-stata@latest mcp-stata
Updated
3d ago
5mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai, devops, llm
ai, econometrics, economics
03

Features

prometheus-mcp-server logoprometheus-mcp-server
01Execute PromQL queries against Prometheus
02Discover and explore metrics with metadata and search
03Support for multiple authentication methods (basic, bearer, mTLS)
04Docker containerization support
05Interactive tools for AI assistants
mcp-stata logomcp-stata
01Execute 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

prometheus-mcp-server logoprometheus-mcp-server
↳AI assistants querying Prometheus metrics for monitoring and troubleshooting
↳Integrating Prometheus data into MCP-compatible clients like Claude Desktop, VS Code, Cursor, Windsurf
↳Automating infrastructure monitoring with AI-driven analysis
mcp-stata logomcp-stata
↳Run Stata commands for statistical analysis
↳Explore and summarize datasets
↳Create and export statistical graphs
FAQ

FAQ

What is the difference between prometheus-mcp-server and mcp-stata?
Both prometheus-mcp-server and mcp-stata are in the Observability category. prometheus-mcp-server has 519 stars, while mcp-stata has 87 stars.
Which is better, prometheus-mcp-server or mcp-stata?
The best choice depends on your use case. Choose prometheus-mcp-server if AI assistants querying Prometheus metrics for monitoring and troubleshooting, and mcp-stata if Run Stata commands for statistical analysis.
Is prometheus-mcp-server free or open source?
Yes, prometheus-mcp-server is open source on GitHub (MIT).
Is mcp-stata free or open source?
Yes, mcp-stata is open source on GitHub (AGPL-3.0).
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Related

Alternatives to prometheus-mcp-server →Alternatives to mcp-stata →prometheus-mcp-server details →mcp-stata details →