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  "markdown": "- Ranked table: https://www.anchorterminal.com/categories/agent-memory.md\n- Shortlist and picks by need: https://www.anchorterminal.com/best/agent-memory/index.md\n\n## Ranked\n\n1. [Amazon Bedrock AgentCore Memory](https://www.anchorterminal.com/tools/agentcore-memory.md) A 79.4\n2. [Zep](https://www.anchorterminal.com/tools/zep.md) B 69.3\n3. [Honcho](https://www.anchorterminal.com/tools/honcho.md) B 64.1\n4. [Supermemory API + MCP](https://www.anchorterminal.com/tools/supermemory.md) B 63.6\n5. [Mem0 Platform + MCP](https://www.anchorterminal.com/tools/mem0.md) C 56.1\n6. [Cognee](https://www.anchorterminal.com/tools/cognee.md) C 54.6\n7. [Memory (MCP reference server)](https://www.anchorterminal.com/tools/memory-reference-server.md) C 54.2\n8. [Graphiti](https://www.anchorterminal.com/tools/graphiti.md) D 53.3\n9. [Hindsight](https://www.anchorterminal.com/tools/hindsight.md) D 50.2\n10. [LangMem](https://www.anchorterminal.com/tools/langmem.md) D 47.9\n\n## Agent memory\n\n- [Amazon Bedrock AgentCore Memory vs Cognee](https://www.anchorterminal.com/compare/agentcore-memory-vs-cognee.md): A 79.4 vs C 54.6\n- [Amazon Bedrock AgentCore Memory vs Graphiti](https://www.anchorterminal.com/compare/agentcore-memory-vs-graphiti.md): A 79.4 vs D 53.3\n- [Amazon Bedrock AgentCore Memory vs Hindsight](https://www.anchorterminal.com/compare/agentcore-memory-vs-hindsight.md): A 79.4 vs D 50.2\n- [Amazon Bedrock AgentCore Memory vs Honcho](https://www.anchorterminal.com/compare/agentcore-memory-vs-honcho.md): A 79.4 vs B 64.1\n- [Amazon Bedrock AgentCore Memory vs LangMem](https://www.anchorterminal.com/compare/agentcore-memory-vs-langmem.md): A 79.4 vs D 47.9\n- [Amazon Bedrock AgentCore Memory vs LocalGhost](https://www.anchorterminal.com/compare/agentcore-memory-vs-localghost.md): A 79.4 vs D 52.6\n- [Amazon Bedrock AgentCore Memory vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/agentcore-memory-vs-mem0.md): A 79.4 vs C 56.1\n- [Amazon Bedrock AgentCore Memory vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/agentcore-memory-vs-memory-reference-server.md): A 79.4 vs C 54.2\n- [Amazon Bedrock AgentCore Memory vs Supermemory API + MCP](https://www.anchorterminal.com/compare/agentcore-memory-vs-supermemory.md): A 79.4 vs B 63.6\n- [Amazon Bedrock AgentCore Memory vs Zep](https://www.anchorterminal.com/compare/agentcore-memory-vs-zep.md): A 79.4 vs B 69.3\n- [Cognee vs Graphiti](https://www.anchorterminal.com/compare/cognee-vs-graphiti.md): C 54.6 vs D 53.3\n- [Cognee vs Hindsight](https://www.anchorterminal.com/compare/cognee-vs-hindsight.md): C 54.6 vs D 50.2\n- [Cognee vs Honcho](https://www.anchorterminal.com/compare/cognee-vs-honcho.md): C 54.6 vs B 64.1\n- [Cognee vs LangMem](https://www.anchorterminal.com/compare/cognee-vs-langmem.md): C 54.6 vs D 47.9\n- [Cognee vs LocalGhost](https://www.anchorterminal.com/compare/cognee-vs-localghost.md): C 54.6 vs D 52.6\n- [Cognee vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/cognee-vs-mem0.md): C 54.6 vs C 56.1\n- [Cognee vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/cognee-vs-memory-reference-server.md): C 54.6 vs C 54.2\n- [Cognee vs Supermemory API + MCP](https://www.anchorterminal.com/compare/cognee-vs-supermemory.md): C 54.6 vs B 63.6\n- [Cognee vs Zep](https://www.anchorterminal.com/compare/cognee-vs-zep.md): C 54.6 vs B 69.3\n- [Graphiti vs Hindsight](https://www.anchorterminal.com/compare/graphiti-vs-hindsight.md): D 53.3 vs D 50.2\n- [Graphiti vs Honcho](https://www.anchorterminal.com/compare/graphiti-vs-honcho.md): D 53.3 vs B 64.1\n- [Graphiti vs LangMem](https://www.anchorterminal.com/compare/graphiti-vs-langmem.md): D 53.3 vs D 47.9\n- [Graphiti vs LocalGhost](https://www.anchorterminal.com/compare/graphiti-vs-localghost.md): D 53.3 vs D 52.6\n- [Graphiti vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/graphiti-vs-mem0.md): D 53.3 vs C 56.1\n- [Graphiti vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/graphiti-vs-memory-reference-server.md): D 53.3 vs C 54.2\n- [Graphiti vs Supermemory API + MCP](https://www.anchorterminal.com/compare/graphiti-vs-supermemory.md): D 53.3 vs B 63.6\n- [Graphiti vs Zep](https://www.anchorterminal.com/compare/graphiti-vs-zep.md): D 53.3 vs B 69.3\n- [Hindsight vs Honcho](https://www.anchorterminal.com/compare/hindsight-vs-honcho.md): D 50.2 vs B 64.1\n- [Hindsight vs LangMem](https://www.anchorterminal.com/compare/hindsight-vs-langmem.md): D 50.2 vs D 47.9\n- [Hindsight vs LocalGhost](https://www.anchorterminal.com/compare/hindsight-vs-localghost.md): D 50.2 vs D 52.6\n- [Hindsight vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/hindsight-vs-mem0.md): D 50.2 vs C 56.1\n- [Hindsight vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/hindsight-vs-memory-reference-server.md): D 50.2 vs C 54.2\n- [Hindsight vs Supermemory API + MCP](https://www.anchorterminal.com/compare/hindsight-vs-supermemory.md): D 50.2 vs B 63.6\n- [Hindsight vs Zep](https://www.anchorterminal.com/compare/hindsight-vs-zep.md): D 50.2 vs B 69.3\n- [Honcho vs LangMem](https://www.anchorterminal.com/compare/honcho-vs-langmem.md): B 64.1 vs D 47.9\n- [Honcho vs LocalGhost](https://www.anchorterminal.com/compare/honcho-vs-localghost.md): B 64.1 vs D 52.6\n- [Honcho vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/honcho-vs-mem0.md): B 64.1 vs C 56.1\n- [Honcho vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/honcho-vs-memory-reference-server.md): B 64.1 vs C 54.2\n- [Honcho vs Supermemory API + MCP](https://www.anchorterminal.com/compare/honcho-vs-supermemory.md): B 64.1 vs B 63.6\n- [Honcho vs Zep](https://www.anchorterminal.com/compare/honcho-vs-zep.md): B 64.1 vs B 69.3\n- [LangMem vs LocalGhost](https://www.anchorterminal.com/compare/langmem-vs-localghost.md): D 47.9 vs D 52.6\n- [LangMem vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/langmem-vs-mem0.md): D 47.9 vs C 56.1\n- [LangMem vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/langmem-vs-memory-reference-server.md): D 47.9 vs C 54.2\n- [LangMem vs Supermemory API + MCP](https://www.anchorterminal.com/compare/langmem-vs-supermemory.md): D 47.9 vs B 63.6\n- [LangMem vs Zep](https://www.anchorterminal.com/compare/langmem-vs-zep.md): D 47.9 vs B 69.3\n- [LocalGhost vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/localghost-vs-mem0.md): D 52.6 vs C 56.1\n- [LocalGhost vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/localghost-vs-memory-reference-server.md): D 52.6 vs C 54.2\n- [LocalGhost vs Supermemory API + MCP](https://www.anchorterminal.com/compare/localghost-vs-supermemory.md): D 52.6 vs B 63.6\n- [LocalGhost vs Zep](https://www.anchorterminal.com/compare/localghost-vs-zep.md): D 52.6 vs B 69.3\n- [Mem0 Platform + MCP vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/mem0-vs-memory-reference-server.md): C 56.1 vs C 54.2\n- [Mem0 Platform + MCP vs Supermemory API + MCP](https://www.anchorterminal.com/compare/mem0-vs-supermemory.md): C 56.1 vs B 63.6\n- [Mem0 Platform + MCP vs Zep](https://www.anchorterminal.com/compare/mem0-vs-zep.md): C 56.1 vs B 69.3\n- [Memory (MCP reference server) vs Supermemory API + MCP](https://www.anchorterminal.com/compare/memory-reference-server-vs-supermemory.md): C 54.2 vs B 63.6\n- [Memory (MCP reference server) vs Zep](https://www.anchorterminal.com/compare/memory-reference-server-vs-zep.md): C 54.2 vs B 69.3\n- [Supermemory API + MCP vs Zep](https://www.anchorterminal.com/compare/supermemory-vs-zep.md): B 63.6 vs B 69.3\n\n",
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