
JavaScript
Python
Java
PHP
Rust
Haskell
Typescript
Elixir
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.
JavaScript
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Python - Python is a clear and powerful object-oriented programming language, comparable to Perl, Ruby, Scheme, or Java.
CodeMap4AI - AI tools guess less when they see the full picture. CodeMap4AI builds a structured map of your codebase. Try it free.
Java - A concurrent, class-based, object-oriented, language specifically designed to have as few implementation dependencies as possible
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+.
PHP - A popular general-purpose scripting language that is especially suited to web development
Rust - A safe, concurrent, practical language