AgentIndex icon
AgentIndex
signoz-mcp-server logo
signoz-mcp-server
★ 127
vs
mcp-stata logo
mcp-stata
★ 88

signoz-mcp-server vs mcp-stata

signoz-mcp-server: SigNoz MCP Server provides a Model Context Protocol (MCP) server that enables AI assistants and LLMs to query SigNoz observability data in natural language. It supports metrics exploration, alert monitoring, dashboard management, log analysis, trace analysis, and service performance analysis. The server integrates seamlessly with MCP-compatible clients like Claude Desktop and Cursor.; 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

signoz-mcp-server logo
signoz-mcp-serverObservability · ★ 127

Ask AI assistant to show CPU metrics or query p99 latency

Read signoz-mcp-server full review →
mcp-stata logo
mcp-stataObservability · ★ 88

Run Stata commands for statistical analysis

Read mcp-stata full review →
02

Side-by-Side Comparison

Field
signoz-mcp-server logosignoz-mcp-server
mcp-stata logomcp-stata
Category
Observability
Observability
Stars
★ 127
★ 88
License
Apache-2.0
AGPL-3.0
Install Command
git clone https://github.com/SigNoz/signoz-mcp-server.git && cd signoz-mcp-server && make build
uvx --refresh --refresh-package mcp-stata --from mcp-stata@latest mcp-stata
Updated
1d ago
5mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
mcp-server, mcp-servers, monitoring
ai, econometrics, economics
03

Features

signoz-mcp-server logosignoz-mcp-server
01List and search metrics with time range and source filters
02Comprehensive alert monitoring with history and details
03Dashboard CRUD operations with full configurations
04Advanced log analysis with aggregation, search, and filtering
05Trace analysis including hierarchy, relationships, and error patterns
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

signoz-mcp-server logosignoz-mcp-server
↳Ask AI assistant to show CPU metrics or query p99 latency
↳Monitor active alerts and investigate alert history
↳Perform log analysis to find errors or aggregate by service
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 signoz-mcp-server and mcp-stata?
Both signoz-mcp-server and mcp-stata are in the Observability category. signoz-mcp-server has 127 stars, while mcp-stata has 88 stars.
Which is better, signoz-mcp-server or mcp-stata?
The best choice depends on your use case. Choose signoz-mcp-server if Ask AI assistant to show CPU metrics or query p99 latency, and mcp-stata if Run Stata commands for statistical analysis.
Is signoz-mcp-server free or open source?
Yes, signoz-mcp-server 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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