AgentIndex icon
AgentIndex
opik-mcp logo
opik-mcp
★ 225
vs
mcp-stata logo
mcp-stata
★ 88

opik-mcp vs mcp-stata

opik-mcp: opik-mcp is a Model Context Protocol server that integrates Opik, an LLM observability platform, with AI coding assistants like Claude Code, Cursor, VS Code Copilot, and MCP Inspector. It enables reading traces, scoring, saving prompt versions, and asking Ollie investigative questions directly from chat. Requires Python 3.13+ and uses uvx for execution.; 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

opik-mcp logo
opik-mcpObservability · ★ 225

Query Opik projects and retrieve trace details from chat

Read opik-mcp 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
opik-mcp logoopik-mcp
mcp-stata logomcp-stata
Category
Observability
Observability
Stars
★ 225
★ 88
License
Apache-2.0
AGPL-3.0
Install Command
uvx opik-mcp
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
generative-ai, mcp-server, mcp-servers
ai, econometrics, economics
03

Features

opik-mcp logoopik-mcp
01Supports multiple AI hosts: Claude Code, Cursor, VS Code Copilot, MCP Inspector
02Provides six tools: read, list, ask_ollie, write, schema, run_experiment
03Authenticated access to Opik workspace for read/write operations
04YOLO mode for automatic approval of Ollie's writes with audit logging
05Self-hosted Opik configuration support with environment variables
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

opik-mcp logoopik-mcp
↳Query Opik projects and retrieve trace details from chat
↳Score traces or add comments interactively during development
↳Investigate experiment regressions by asking Ollie analytical questions
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 opik-mcp and mcp-stata?
Both opik-mcp and mcp-stata are in the Observability category. opik-mcp has 225 stars, while mcp-stata has 88 stars.
Which is better, opik-mcp or mcp-stata?
The best choice depends on your use case. Choose opik-mcp if Query Opik projects and retrieve trace details from chat, and mcp-stata if Run Stata commands for statistical analysis.
Is opik-mcp free or open source?
Yes, opik-mcp 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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Related

Alternatives to opik-mcp →Alternatives to mcp-stata →opik-mcp details →mcp-stata details →