Self-hosted document and codebase extraction, PostgreSQL-authoritative evidence storage, and ogm-agent-bridge 21-tool MCP server with integrated 3-phase agent memory workflow.
Watch step-by-step as an AI Agent utilizes Document Upload, Graph Traversal, Memory Search, Evidence Verification, and Pattern Feedback tools!
Direct directional mapping between document/codebase ingestion, OGM Core, MCP Bridge policy runtime, test harness, and AI agents.
FastAPI + PostgreSQL 16 authoritative temporal graph storage & MinIO S3 ingestion.
PyPI package (v0.1.7) exposing 21 tools over FastMCP stdio for Claude, OpenCode, Hermes.
The 3-phase Recall, Reorient, Persist policy is now part of the MCP bridge workflow instead of a separate skill layer.
OpenGraphMemory also ships production-grade graph APIs, governance controls, analytics, dashboard UI, and operational endpoints.
Search entities, inspect neighbors, find paths, load bounded subgraphs, review relations, and inspect source evidence.
Upload repository docs and source files to extract modules, services, APIs, dependencies, decisions, and code evidence into the graph.
React/Vite dashboard for dataset management, document upload monitoring, force-directed graph exploration, and relation inspection.
Refresh community analytics, switch detail/thematic/overview levels, and surface density, importance, and graph structure metrics.
Legal holds prevent destructive cleanup. Retention preview/apply flows support archive/delete policies for operational memory lifecycle.
Project-scoped audit logs track mutations. Export/import moves agent memory data with sanitized JSON payloads.
Liveness, readiness, Prometheus metrics, backup/restore scripts, graceful shutdown, Docker Compose, and production Caddy deployment.
The skill workflow has been folded into the MCP bridge, so agents get one install path for tools and memory policy.
FastAPI engine, PostgreSQL 16 temporal database, Redis workers, S3 file streaming, governance APIs, dashboard, and analytics.
FastMCP stdio server bridging AI coding agents via 21 authenticated REST graph & memory tools.
Recall, Reorient, and Persist behavior now ships with the MCP bridge workflow for Claude Code, OpenCode CLI, and Hermes.
Categorized list of tools exposed by ogm-agent-bridge over stdio JSON-RPC.
Select your agent framework to copy auto-generated MCP server configuration.