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Sourceant

AI community

Description

Persistent memory for AI coding agents: decisions, rules, API contracts, and system topology served over MCP to Claude Code, Cursor, Codex, and Gemini CLI. Powers AI pull request review, issue triage, and a local-first code graph that syncs to the cloud. Self-hosted, 100+ models via LiteLLM.

Installation

This entry records only its repository, not the path inside it, so there is no exact command to give. Open the source below and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

README

SourceAnt

Software intelligence for you and your coding agents.

AI is writing code faster than you and your team can understand it. SourceAnt helps you stay ahead. It shows you what is being built, checks changes against your decisions and requirements, and keeps your system architecture visible as the code moves.

You can let agents move quickly without giving up control of where your software is going.

It runs on a laptop with nothing configured and no account.

How it works

SourceAnt tracks four connected views of your software:

  1. Code graph: A map of your files, symbols and the relationships between them.
  2. Knowledge graph: What you know, or should know, about the code. This includes decisions, rules, constraints and conventions.
  3. Requirements graph: A specialized part of the knowledge graph that records what the software is supposed to do and links it to the code and tests that carry it.
  4. System graph: Living architecture documentation that shows how services, components, repositories and datastores connect.

SourceAnt uses this information to review code with your intent in view. It also gives you and your agents the architecture and context needed to understand how the system fits together.

This helps you answer two questions:

  1. Do I understand what is being built and where it is taking the system?
  2. Are my agents still respecting the decisions and requirements that matter?

Use SourceAnt locally

Install SourceAnt to get:

  • One local code index for all your repositories.
  • Local knowledge and requirements that persist between sessions.
  • Local code reviews before a change reaches your colleagues.
  • Context over MCP for the coding tools you already use.

Catch context-blind chan