
Capacities
Puppet
Bear
Obsidian.md
Craft Docs
Reflect
Tana
Logseq
ConstellationDev
CodeMap4AI
Sourcegraph
AI coding agents waste most of their context window grepping files and guessing at code structure. Constellation gives them a persistent, team-wide knowledge graph of your codebase (symbol search, dependency graphs, impact analysis) delivered via MCP so every token goes toward reasoning, not discovery.
Capacities
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Puppet - Easily create custom dashboards for your users
CodeMap4AI - AI tools guess less when they see the full picture. CodeMap4AI builds a structured map of your codebase. Try it free.
Bear - Bear.app is a note-taking and content writing app that helps you boost productivity with its intuitive tools.
Sourcegraph - Sourcegraph is a free, self-hosted code search and intelligence server that helps developers find, review, understand, and debug code. Use it with any Git code host for teams from 1 to 10,000+.
Obsidian.md - A second brain, for you, forever. Obsidian is a powerful knowledge base that works on top of a local folder of plain text Markdown files.
Craft Docs - The writing app you've been waiting for