II.
Tool JSON
Structured · livetool:memori-labs
Memori Labs json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "tool:memori-labs",
"_kind": "Tool",
"_file": "domain/tools/tools-agent-infrastructure.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Memori Labs",
"homepageUrl": "https://www.memorilabs.com",
"kind": "other",
"description": "Agent-native memory infrastructure that structures memory from agent\nexecution traces. Memori Labs automatically extracts structured memory\nentries from agent traces (tool calls, reasoning steps, task outcomes)\nwithout requiring agents to explicitly write memory. LLM-agnostic REST\nAPI organizes memories by entity, event, and procedure types. The\ntrace-driven extraction model means memory accumulates as a by-product\nof normal agent operation — no dedicated memory management code required\nin the agent itself.\n"
},
"outgoingEdges": [
{
"from": "tool:memori-labs",
"to": "skill-area:ai-agent-development",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:memori-labs",
"to": "skill-area:knowledge-fabric-design",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:memori-labs",
"to": "skill-area:organizational-intelligence",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:memori-labs",
"to": "topic:cloud-agent-memory",
"kind": "relates_to_topic",
"attributes": {}
},
{
"from": "tool:memori-labs",
"to": "topic:auto-memory",
"kind": "relates_to_topic",
"attributes": {}
},
{
"from": "tool:memori-labs",
"to": "topic:memory-to-knowledge-bridge",
"kind": "relates_to_topic",
"attributes": {}
},
{
"from": "tool:memori-labs",
"to": "tool:agentmemory",
"kind": "alternative_to",
"attributes": {
"comparison": "AI agent memory systems"
}
},
{
"from": "tool:memori-labs",
"to": "tool:mempalace",
"kind": "alternative_to",
"attributes": {
"comparison": "AI agent memory systems"
}
},
{
"from": "tool:memori-labs",
"to": "tool:memories-sh",
"kind": "alternative_to",
"attributes": {
"comparison": "AI agent memory systems"
}
},
{
"from": "tool:memori-labs",
"to": "tool:cloudflare-agent-memory",
"kind": "alternative_to",
"attributes": {
"comparison": "AI agent memory services"
}
},
{
"from": "tool:memori-labs",
"to": "tool:vercel-ai-memory",
"kind": "alternative_to",
"attributes": {
"comparison": "AI agent memory services"
}
}
],
"incomingEdges": [
{
"from": "memory-system:memori-labs",
"to": "tool:memori-labs",
"kind": "memory_system_integrates",
"attributes": {}
},
{
"from": "tool:agentmemory",
"to": "tool:memori-labs",
"kind": "alternative_to",
"attributes": {
"comparison": "AI agent memory systems"
}
},
{
"from": "tool:mempalace",
"to": "tool:memori-labs",
"kind": "alternative_to",
"attributes": {
"comparison": "AI agent memory systems"
}
},
{
"from": "tool:cloudflare-agent-memory",
"to": "tool:memori-labs",
"kind": "alternative_to",
"attributes": {
"comparison": "AI agent memory services"
}
},
{
"from": "tool:memories-sh",
"to": "tool:memori-labs",
"kind": "alternative_to",
"attributes": {
"comparison": "AI agent memory systems"
}
},
{
"from": "tool:vercel-ai-memory",
"to": "tool:memori-labs",
"kind": "alternative_to",
"attributes": {
"comparison": "AI agent memory services"
}
}
]
}