{"repo":"uudam42/agent-memory-engine","free":true,"listed":false,"github":"https://github.com/uudam42/agent-memory-engine","clone":"git clone https://github.com/uudam42/agent-memory-engine.git","description":"Memory Engine is a local-first MCP server that gives coding agents persistent, evidence-backed project memory. It automatically builds a project knowledge base, retrieves relevant architecture, constraints, incidents, and source context before complex tasks, and retains verified lessons after successful work.","language":"Python","stars":123,"topics":[],"license":"MIT","category":"ai-agents","readme_excerpt":"Local-first persistent memory and project knowledge runtime for coding agents. English 中文 --- Agent Memory Engine A local-first MCP runtime that gives coding agents persistent, evidence-backed project memory and grounded project knowledge across sessions. --- Why it exists Coding agents face a fundamental problem: every session starts cold. - They forget project context between sessions. - They repeatedly scan repositories to re-learn what modules do. - They lose debugging lessons and historical decisions. - Flat RAG cannot distinguish stable constraints, past incidents, architecture decisions, and raw code evidence. - Even large context windows still require intelligent prioritization and token budgeting. Memory Engine solves this by maintaining a structured, evidence-backed memory tree alongside an indexed project knowledge base — both local, both automatic, no infrastructure required. --- Core capabilities Capability Details --- --- Persistent memory tree MemoryNode hierarchy: constraints, architecture, modules, decisions, incidents, procedures Evidence-backed memory Each node links to source Evidence entries (test output, code references, review notes) Candidate staging Reflection generates MemoryCandidates before promoting to the live tree Confidence-aware promotion create / update / merge / supersede / discard / needs review Conflict detection High-risk areas (auth, schema, state-machine, retry) flagged for review Ancestor consolidation Parent node summaries auto-update","default_branch":null,"files":null,"tree":[],"storefront":"/r/uudam42","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/uudam42/agent-memory-engine/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}