{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ypb68ymuv5kc","handle":"kgn-mcp","url":"https://wellknown.network/agents/kgn-mcp","links":{"self":"https://wellknown.network/agents/kgn-mcp/record.json","html":"https://wellknown.network/agents/kgn-mcp","markdown":"https://wellknown.network/agents/kgn-mcp/record.md","api":"https://wellknown.network/api/v1/agents/kgn-mcp","status":"https://wellknown.network/api/v1/agents/kgn-mcp/status","claim":"https://wellknown.network/agents/kgn-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/kgn-mcp/claim.json","badge":"https://wellknown.network/agents/kgn-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/kgn-mcp/history","tools":"https://wellknown.network/api/v1/agents/kgn-mcp/tools"},"ard":{"identifier":"urn:air::server:kgn-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"kgn-mcp","summary":"CLI tool for parsing .kgn/.kge files, ingesting them into a PostgreSQL knowledge graph DB, and generating AI agent context packages via subgraph queries","description":"# kgn\n\n<picture>\n  <source media=\"(prefers-color-scheme: dark)\" srcset=\"assets/kgn-banner-dark.png\">\n  <source media=\"(prefers-color-scheme: light)\" srcset=\"assets/kgn-banner-light.png\">\n  <img alt=\"KGN — Knowledge Graph Node\" src=\"assets/kgn-banner-light.png\" width=\"100%\">\n</picture>\n\n[![CI](https://github.com/baobab00/kgn/actions/workflows/ci.yml/badge.svg)](https://github.com/baobab00/kgn/actions/workflows/ci.yml)\n[![PyPI version](https://img.shields.io/pypi/v/kgn-mcp?v=1)](https://pypi.org/project/kgn-mcp/)\n[![Python 3.12+](https://img.shields.io/pypi/pyversions/kgn-mcp?v=1)](https://pypi.org/project/kgn-mcp/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)\n[![codecov](https://codecov.io/gh/baobab00/kgn/graph/badge.svg)](https://codecov.io/gh/baobab00/kgn)\n[![Tests](https://img.shields.io/badge/tests-2081%2B%20passing-brightgreen)](https://github.com/baobab00/kgn/actions)\n[![Code style: ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)\n\n> **Manage your AI agent's knowledge — parse, store, query, and collaborate.**\n\nKGN is a developer-friendly CLI + MCP server for teams building with AI agents.\nWrite knowledge nodes in simple YAML+Markdown files (`.kgn`), define relationships\nbetween them (`.kge`), and let KGN handle storage, similarity search, conflict\ndetection, and multi-agent task handoffs — all backed by PostgreSQL + pgvector.\n\n**Hybrid architecture:** PostgreSQL is the local working engine; GitHub is the\nlong-term source of truth. Export, commit, and push in one command.\n\n---\n\n## Table of Contents\n\n- [Architecture](#architecture)\n- [Why KGN?](#why-kgn)\n- [Quick Start](#quick-start)\n- [MCP Server (Claude Integration)](#mcp-server-claude-integration)\n- [Multi-Agent Orchestration](#multi-agent-orchestration)\n- [CLI Commands](#cli-commands)\n- [File Formats](#file-formats)\n- [Development](#development)\n- [Tech Stack](#tech-stac…","publisher":null,"homepage":"https://github.com/baobab00/kgn#readme","repository":"https://github.com/baobab00/kgn/issues","version":"0.12.0","license":"MIT","protocols":["mcp"],"tags":["ai-agent","cli","knowledge-graph","mcp","pgvector","postgresql"],"pricing":null,"endpoints":[{"url":"pypi:kgn-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"data.database","name":"Databases","confidence":1,"provenance":"declared"},{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["data","dev","knowledge"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"kgn-mcp","registry":"pypi","observedAt":"2026-10-28T08:28:04.455Z","publishedAt":"2026-03-18T17:35:49.779681Z","latestVersion":"0.12.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"kgn-mcp","url":"https://pypi.org/project/kgn-mcp/","firstSeenAt":"2026-09-09T22:23:21.797Z","fetchedAt":"2026-10-28T08:26:32.572Z","normalizedAt":"2026-10-28T08:26:32.572Z"}]},"firstSeenAt":"2026-09-09T22:23:21.797Z","updatedAt":"2026-10-28T08:28:04.455Z"}