pavelpilyak/devrecall

Overview

A local-first developer activity aggregator written in Go. It indexes commits, pull requests, Jira and Linear tickets, Confluence documents, and Slack messages for offline querying and review. The tool runs on the user's machine to keep data private.

Best for

Best for
Developers who want to keep their activity data local and integrate multiple tools for offline querying

Use cases

• Track development activity across multiple tools without sending data to the cloud
• Search your commit history and related tickets locally
• Aggregate Slack discussions and documentation changes alongside code changes

Notes

A local-first developer activity aggregator written in Go. It indexes commits, pull requests, Jira and Linear tickets, Confluence documents, and Slack messages for offline querying and review. The tool runs on the user’s machine to keep data private.

1 stars on GitHub. Last updated 2026-06-08. Licensed MIT.

Use cases

• Track development activity across multiple tools without sending data to the cloud
• Search your commit history and related tickets locally
• Aggregate Slack discussions and documentation changes alongside code changes

Pros

• Local-first design preserves privacy and data ownership
• Indexes multiple sources (Git, Jira, Linear, Confluence, Slack) in one place
• Go binary is likely fast, lightweight, and cross-platform

Cons

• Only 1 star on GitHub indicates early stage with limited community support
• Setup requires connecting to several APIs and may be non-trivial
• Lacks built-in visualization or advanced analytics beyond raw indexing

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.