# Graphiti vs Memary

| Attribute | Graphiti | Memary |
|---|---|---|
| **vioscaleAI score** | 52.4 (32% (low)) | 54 (19% (low)) |
| activity.commits_last_30d | 39 | - |
| adoption.dependent_repos | 0 | 0 |
| adoption.github_stars | 31,753 | 2,660 |
| content.faq | `[{"answer":"An open-source framework that enables AI agents to build and query context graphs with historical awareness. Unlike static knowledge graphs, Graphiti's context graphs preserve how information changes over time and maintain provenance to source data, supporting both semantic and graph-based retrieval across evolving real-world data. It is indexed under Agent Memory.","source":"https://github.com/pricing","question":"What is Graphiti?","confidence":0.6},{"answer":"Graphiti is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. Pricing changes often, so verify at source before relying on it.","source":"https://github.com/pricing","question":"Is Graphiti free to use?","confidence":0.6},{"answer":"Graphiti supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://github.com/pricing","question":"What platforms does Graphiti support?","confidence":0.6},{"answer":"Yes. Graphiti can be deployed on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://github.com/pricing","question":"Can Graphiti be self-hosted?","confidence":0.6},{"answer":"We have confirmed 5 integrations for Graphiti, including Neo4j, FalkorDB, Google Gemini, OpenAI and Anthropic. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://github.com/pricing","question":"What does Graphiti integrate with?","confidence":0.6},{"answer":"Yes. Graphiti is published under the Apache-2.0 licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/getzep/graphiti","question":"Is Graphiti open source?","confidence":0.95}]` | `[{"answer":"A memory layer for autonomous agents built on knowledge graphs. It tracks entities, relationships, and events with timestamps, supports multi-agent setups with isolated memory contexts, and integrates with LangChain and LlamaIndex to help agents evolve their knowledge through interactions. It is indexed under Agent Memory.","source":"https://github.com/pricing","question":"What is Memary?","confidence":0.6},{"answer":"Memary is open source, so it can be self-hosted and used at no licence cost. It is released under the MIT licence. Pricing changes often, so verify at source before relying on it.","source":"https://github.com/pricing","question":"Is Memary free to use?","confidence":0.6},{"answer":"Memary supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://github.com/pricing","question":"What platforms does Memary support?","confidence":0.6},{"answer":"Yes. Memary can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://github.com/pricing","question":"Can Memary be self-hosted?","confidence":0.6},{"answer":"We have confirmed 3 integrations for Memary, including FalkorDB, LangChain and LlamaIndex. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://github.com/pricing","question":"What does Memary integrate with?","confidence":0.6},{"answer":"Yes. Memary is published under the MIT licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/kingjulio8238/memary","question":"Is Memary open source?","confidence":0.95}]` |
| deployment.options | `{"self_hosted":true}` | `{"self_hosted":true}` |
| description.long | A software framework that helps build and query knowledge graphs where information is timestamped and tracked for changes over time. It maintains the source origin of each fact and enables retrieving information through multiple search methods. | An open-source framework that extends autonomous agent capabilities by storing interactions and knowledge in graph structures, enabling agents to maintain continuity and access relevant information across sessions through entity extraction and memory compression techniques. |
| features.capabilities | `{"pricing_model":"free_open_source","architecture_model":"open_source_self_hosted","graph_based_entity_relationship_extraction":true,"memory_conflict_resolution_and_fact_updating":true,"semantic_vs_episodic_event_chronological_memory":true}` | `{"soc2_type_ii":false,"pricing_model":"free_open_source","architecture_model":"open_source_self_hosted","multi_tenant_user_and_agent_isolation":true,"time_decay_and_recency_weighted_retrieval":true,"graph_based_entity_relationship_extraction":true,"automatic_context_window_rolling_summarization":true,"native_langchain_and_llamaindex_memory_classes":true,"cross_session_and_multi_thread_user_persistence":true,"semantic_vs_episodic_event_chronological_memory":true}` |
| integrations.count | 5 | 7 |
| integrations.list | `[{"name":"Neo4j"},{"name":"FalkorDB"},{"name":"Google Gemini"},{"name":"OpenAI"},{"name":"Anthropic"}]` | `[{"name":"FalkorDB"},{"name":"LangChain"},{"name":"LlamaIndex"},{"name":"Ollama","native":true,"category":"ai_models","direction":"bidirectional"},{"name":"OpenAI","native":false,"category":"ai_models","direction":"outbound"},{"name":"Neo4j","native":true,"category":"database","direction":"bidirectional"},{"name":"Perplexity","native":false,"category":"ai_models","direction":"outbound"},{"name":"Google Maps","native":false,"category":"tools","direction":"outbound"},{"name":"Alpha Vantage","native":false,"category":"financial_data","direction":"outbound"}]` |
| language.primary | Python | Jupyter Notebook |
| license.spdx | Apache-2.0 | MIT |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://github.com/pricing","retrievedAt":"2026-08-21T11:02:58.952Z"}` | `{"type":"free","summary":"Free and open source","freeTier":true,"sourceUrl":"https://github.com/pricing","retrievedAt":"2026-10-14T22:35:10.509Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | commercial | free |
| pricing.price_level | free | free |
| pricing.transparent | - | yes |
| release.cadence_days | 5 | 11 |
| release.history | `[{"url":"https://github.com/getzep/graphiti/releases/tag/v0.30.2","date":"2026-09-08T20:38:41Z","type":"stable","version":"v0.30.2"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.30.0","date":"2026-09-01T18:20:50Z","type":"stable","version":"v0.30.0"},{"url":"https://github.com/getzep/graphiti/releases/tag/mcp-v1.1.0","date":"2026-09-01T23:09:36Z","type":"stable","version":"mcp-v1.1.0"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.29.3","date":"2026-07-27T20:57:23Z","type":"stable","version":"v0.29.3"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.29.2","date":"2026-06-08T14:25:35Z","type":"stable","version":"v0.29.2"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.29.1","date":"2026-05-21T03:32:50Z","type":"stable","version":"v0.29.1"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.29.0","date":"2026-04-27T15:54:37Z","type":"stable","version":"v0.29.0"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.28.2","date":"2026-03-11T16:19:31Z","type":"stable","version":"v0.28.2"},{"url":"https://github.com/getzep/graphiti/releases/tag/mcp-v1.0.2","date":"2026-03-11T19:23:05Z","type":"stable","version":"mcp-v1.0.2"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.28.1","date":"2026-02-19T15:09:58Z","type":"stable","version":"v0.28.1"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.28.0","date":"2026-02-17T20:23:53Z","type":"stable","version":"v0.28.0"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.27.2pre1","date":"2026-02-12T22:24:27Z","type":"prerelease","version":"v0.27.2pre1"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.27.1","date":"2026-02-12T00:28:39Z","type":"stable","version":"v0.27.1"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.27.0","date":"2026-02-11T14:34:07Z","type":"stable","version":"v0.27.0"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.27.0pre2","date":"2026-02-05T16:39:32Z","type":"prerelease","version":"v0.27.0pre2"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.27.0pre1","date":"2026-01-29T19:57:48Z","type":"prerelease","version":"v0.27.0pre1"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.26.3","date":"2026-01-22T16:31:05Z","type":"stable","version":"v0.26.3"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.26.2","date":"2026-01-21T21:11:55Z","type":"stable","version":"v0.26.2"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.26.1","date":"2026-01-21T20:18:26Z","type":"stable","version":"v0.26.1"},{"url":"https://github.com/getzep/graphiti/releases/tag/v0.26.0","date":"2026-01-16T16:09:11Z","type":"stable","version":"v0.26.0"}]` | `[{"url":"https://github.com/kingjulio8238/Memary/releases/tag/v0.1.5","date":"2024-10-22T00:46:00Z","type":"stable","version":"v0.1.5"},{"url":"https://github.com/kingjulio8238/Memary/releases/tag/v0.1.4","date":"2024-09-09T19:15:36Z","type":"stable","version":"v0.1.4"},{"url":"https://github.com/kingjulio8238/Memary/releases/tag/v0.1.3","date":"2024-05-27T21:27:37Z","type":"stable","version":"v0.1.3"},{"url":"https://github.com/kingjulio8238/Memary/releases/tag/v0.1.2","date":"2024-05-21T05:33:23Z","type":"stable","version":"v0.1.2"},{"url":"https://github.com/kingjulio8238/Memary/releases/tag/v0.1.1","date":"2024-05-09T23:52:34Z","type":"stable","version":"v0.1.1"},{"url":"https://github.com/kingjulio8238/Memary/releases/tag/v0.1.0","date":"2024-05-02T13:20:10Z","type":"stable","version":"v0.1.0"}]` |
| security.trust_center | https://github.com/security | https://github.com/security |
| security.vulnerabilities | `{"count":1,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=graphiti-core&per_page=100","last_12m":1,"max_severity":"HIGH"}` | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fkingjulio8238%2Fmemary&per_page=100","last_12m":0,"max_severity":null}` |

## Capabilities (Agent Memory)

| Capability | Graphiti | Memary |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Architecture model | Open source self hosted | Open source self hosted |
| Graph based entity relationship extraction | ✓ | ✓ |
| Automatic context window rolling summarization | - | ✓ |
| Semantic vs episodic event chronological memory | ✓ | ✓ |
| Cross session and multi thread user persistence | - | ✓ |
| Memory conflict resolution and fact updating | ✓ | - |
| Multi tenant user and agent isolation | - | ✓ |
| Native langchain and llamaindex memory classes | - | ✓ |
| Time decay and recency weighted retrieval | - | ✓ |
| Zero data retention and pii redaction layer | - | - |
| SOC2 type ii | - | ✗ |
| Mit or apache permissive oss license | - | - |
| Pricing model | Free open source | Free open source |

*Source: vioscaleAI. Generated 2026-10-16T20:14:43.930Z. "-" = undocumented, not absent.*