Software that keeps agents grounded in real repos — history, structure, and intent.
Featured: Ibis Assistant
Living project memory for AI agents — one Go binary that turns Git history, code, and tickets into an MCP knowledge graph your IDE can query.
| What it is | Graph + RAG + timeline context server over Model Context Protocol |
| Why it exists | Agents see the working tree; Ibis remembers why the code looks that way |
| How you run it | Download a release → config fast → connect Cursor / Claude / any MCP client |
| Latest | v0.1.0 |
- Plug-and-play — release binaries, wizard (
config fast/config full), Settings UI at/settings/ - Three runtimes — personal, server, and Cursor plugin (stdio sidecar on the opened folder)
- Hybrid AI — local Ollama chat (hardware auto-tier, AMD/NVIDIA) + multi-cloud pool (Gemini, OpenAI-compatible, Claude)
- Deep ingest — Git graph, polyglot AST, log analysis with enrich + sidecar reports
- Agent-ready MCP —
ask_project,init_project, ticketing/repo_pr_*,settings_*, guide atibis://guide
1. https://github.com/terenzif/ibis-assistant/releases/tag/v0.1.0
2. Run ibis-assistant (first launch → config fast)
3. Connect MCP → Streamable HTTP /mcp or Cursor plugin (stdio)
Repository · Releases · AI & Settings · Runtime modes
Primary open-source focus: terenzif/ibis-assistant