{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_fzfzhuvwmh6v","handle":"agentic-memory-mcp","url":"https://wellknown.network/agents/agentic-memory-mcp","links":{"self":"https://wellknown.network/agents/agentic-memory-mcp/record.json","html":"https://wellknown.network/agents/agentic-memory-mcp","markdown":"https://wellknown.network/agents/agentic-memory-mcp/record.md","api":"https://wellknown.network/api/v1/agents/agentic-memory-mcp","status":"https://wellknown.network/api/v1/agents/agentic-memory-mcp/status","claim":"https://wellknown.network/agents/agentic-memory-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/agentic-memory-mcp/claim.json","badge":"https://wellknown.network/agents/agentic-memory-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:agentic-memory-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"agentic-memory-mcp","summary":"Agentic Memory Management via MCP — Knowledge Graph for AI agents","description":"# agentic-memory-mcp\n\n> Agentic Memory Management via MCP — Knowledge Graph for AI agents.\n\n[![PyPI version](https://img.shields.io/pypi/v/agentic-memory-mcp.svg)](https://pypi.org/project/agentic-memory-mcp/)\n[![CI/CD](https://img.shields.io/github/actions/workflow/status/alexandrerodenas/agentic-memory-mcp/test.yml?branch=main)](https://github.com/alexandrerodenas/agentic-memory-mcp/actions)\n[![Python](https://img.shields.io/badge/python-3.11%2B-blue)](https://www.python.org/)\n\nA **Model Context Protocol (MCP)** server that gives AI agents persistent, structured, and queryable memory via a Knowledge Graph. Designed to be used standalone, embedded in any agentic framework, or served as an MCP tool server.\n\n## Architecture\n\n```\nagentic_memory/\n├── core/\n│   ├── graph.py      # KnowledgeGraph — nodes, edges, JSON persistence\n│   ├── score.py      # Score & ScoreStore — reputation / relevance scoring\n│   └── prune.py      # AutoPruner — maintenance & auto-pruning\n├── mcp/\n│   └── server.py     # MCP server (stdio transport)\n├── cli/\n│   └── main.py       # Click CLI (memory-cli command)\n├── api.py            # MemorySkills — Python API (standalone use)\n└── hermes/           # Hermes Agent plugin integration\n```\n\n**Persistence:** JSON files (`memory_graph.json`, `memory_scores.json`) — no external database required.\n\n## Installation\n\n```bash\n# From PyPI\npip install agentic-memory-mcp\n\n# Development\ngit clone https://github.com/alexandrerodenas/agentic-memory-mcp.git\ncd agentic-memory-mcp\nuv sync\n```\n\n## Quick Start\n\n### CLI\n\n```bash\n# Add a memory entry\nmemory-cli --graph memory.json node add --id alice --label Person --content \"Alice lives in Paris\"\n\n# Search\nmemory-cli retrieve --query \"Paris\"\n\n# Link two entries\nmemory-cli --graph memory.json edge add --id e1 --source alice --target paris --label lives_in\n\n# Get stats\nmemory-cli --graph memory.json stats\n\n# Prune old entries\nmemory-cli --graph memory.json prune --max-nodes 500 --strategy oldest\n```\n\n### MCP Server\n…","publisher":null,"homepage":null,"repository":null,"version":"0.7.0","license":"MIT","protocols":["mcp"],"tags":["agentic","ai","knowledge-graph","llm","mcp","memory"],"pricing":null,"endpoints":[{"url":"pypi:agentic-memory-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":1,"provenance":"derived"},{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"declared"},{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":1,"provenance":"declared"},{"slug":"data.database","name":"Databases","confidence":0.791,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"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":"agentic-memory-mcp","registry":"pypi","observedAt":"2026-09-09T08:22:30.065Z","publishedAt":"2026-05-16T19:10:32.757894Z","latestVersion":"0.7.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"agentic-memory-mcp","url":"https://pypi.org/project/agentic-memory-mcp/","firstSeenAt":"2026-09-09T08:20:59.436Z","fetchedAt":"2026-09-09T08:20:59.436Z","normalizedAt":"2026-09-09T08:20:59.436Z"}]},"firstSeenAt":"2026-09-09T08:20:59.436Z","updatedAt":"2026-09-09T08:22:30.065Z"}