[
  {
    "id": "zep-docs-1",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/quick-start-guide.md",
    "excerpt": "Add agent memory to your app in three lines of code.",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-2",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/concepts.md",
    "excerpt": "JSON, text, and message | Data types that you can ingest into a Context Graph.",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-3",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/concepts.md",
    "excerpt": "Feature allowing use of Pydantic-like classes to customize creation/retrieval of entities and relations in the Context Graph.",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-4",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/quick-start-guide.md",
    "excerpt": "Migrating from Mem0? Check out our [Mem0 Migration](/mem0-to-zep) guide.",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-5",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/users-and-user-graphs.md",
    "excerpt": "Deleting a User will delete all Threads and thread artifacts associated with that User with a single API call, making it easy to handle Right To Be Forgotten requests.",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-6",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/memory-mcp-server.md",
    "excerpt": "The Memory MCP Server lets an end user connect an MCP client (Claude, ChatGPT, Claude Code, Codex, Cursor, and others) to their own agent memory in Zep.",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-7",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/zepctl-cli.md",
    "excerpt": "zepctl is a command-line interface for administering Zep projects. It provides full access to Zep, enabling you to manage users, threads, Context Graphs, and data operations from the terminal.",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-8",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/thread-summaries.md",
    "excerpt": "A thread summary is a natural-language summary of the messages in a single thread, generated and incrementally updated by Zep.",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-9",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/searching-the-graph.md",
    "excerpt": "Zep graph search combines semantic similarity with BM25 full-text search.",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-10",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/searching-the-graph.md",
    "excerpt": "set scope=\"auto\" and let Zep dynamically compose the most relevant context across edges, nodes, episodes, observations, and thread summaries into a single ready-to-use block.",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-11",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/performance.md",
    "excerpt": "You can request the Context Block directly in the response to the thread.add_messages() call.",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-12",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/governance.md",
    "excerpt": "Attribute-based access control governs API keys and UserGroups.",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-13",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/deleting-data-from-the-graph.md",
    "excerpt": "Deleting a node will also delete all edges connected to that node.",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-14",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/memory-for-agent-frameworks.md",
    "excerpt": "Zep provides agent memory for agents that you build with supported frameworks.",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-15",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/graphiti/getting-started/overview.md",
    "excerpt": "Graphiti is the open-source temporal knowledge graph framework. Use it to build and query a single Context Graph per subject locally",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-16",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/graphiti/getting-started/mcp-server.md",
    "excerpt": "Connect Graphiti's Context Graphs to Claude, Cursor, and other MCP clients via the Graphiti MCP server.",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-17",
    "tier": "claimed-docs",
    "url": "https://www.getzep.com/pricing",
    "excerpt": "Deploy anywhere\n\nCloudYour VPC",
    "fetchedAt": "2026-09-05T00:31:39.788Z"
  },
  {
    "id": "zep-docs-18",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/quick-start-guide.md",
    "excerpt": "Add agent memory to your app in three lines of code. This Zep quick start covers users, threads, ingesting data, and retrieving a Context Block in under 200ms.",
    "fetchedAt": "2026-09-05T00:33:39.541Z"
  },
  {
    "id": "zep-docs-19",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/quick-start-guide.md",
    "excerpt": "Whenever users are created in your application, you need to trigger the creation of a Zep user.",
    "fetchedAt": "2026-09-05T00:33:39.541Z"
  },
  {
    "id": "zep-docs-20",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/threads.md",
    "excerpt": "Chat messages are added to threads using `thread.add_messages`, which both adds those messages to the thread history and ingests those messages into the user-level knowledge graph.",
    "fetchedAt": "2026-09-05T00:33:39.541Z"
  },
  {
    "id": "zep-docs-21",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/deleting-data-from-the-graph.md",
    "excerpt": "Here's how to delete an edge from a graph: client.graph.edge.delete(uuid_=\"your_edge_uuid\")",
    "fetchedAt": "2026-09-05T00:33:39.541Z"
  },
  {
    "id": "zep-docs-22",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/searching-the-graph.md",
    "excerpt": "Zep graph search combines semantic similarity with BM25 full-text search. Semantic search finds conceptual matches, and full-text search finds exact terms.",
    "fetchedAt": "2026-09-05T00:33:39.541Z"
  },
  {
    "id": "zep-docs-23",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/zepctl-cli.md",
    "excerpt": "`zepctl` is a command-line interface for administering Zep projects. It provides full access to Zep, enabling you to manage users, threads, Context Graphs, and data operations from the terminal.",
    "fetchedAt": "2026-09-05T00:33:39.541Z"
  },
  {
    "id": "zep-docs-24",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/memory-for-agent-frameworks.md",
    "excerpt": "Zep provides agent memory for agents that you build with supported frameworks. The integrations persist conversation turns and retrieve data from the user's Context Graph.",
    "fetchedAt": "2026-09-05T00:33:39.541Z"
  },
  {
    "id": "zep-docs-25",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/governance.md",
    "excerpt": "Use policies when you need least-privilege access to context for agents and Memory MCP users.",
    "fetchedAt": "2026-09-05T00:33:39.541Z"
  },
  {
    "id": "zep-docs-26",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/performance.md",
    "excerpt": "You can request the Context Block directly in the response to the `thread.add_messages()` call. This optimization eliminates the need for a separate `thread.get_user_context()` call.",
    "fetchedAt": "2026-09-05T00:33:39.541Z"
  },
  {
    "id": "zep-gh-1",
    "tier": "github",
    "url": "https://github.com/getzep/graphiti",
    "excerpt": "Graphiti's context graphs track how facts change over time, maintain provenance to source data, and support both prescribed and learned ontology",
    "fetchedAt": "2026-09-05T00:33:39.541Z"
  },
  {
    "id": "zep-docs-27",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com",
    "excerpt": "Zep builds a Context Graph from chat messages, business data, documents, and JSON.",
    "fetchedAt": "2026-09-05T00:36:14.406Z"
  },
  {
    "id": "zep-docs-28",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/quick-start-guide.md",
    "excerpt": "Add agent memory to your app in three lines of code... in under 200ms.",
    "fetchedAt": "2026-09-05T00:36:14.406Z"
  },
  {
    "id": "zep-docs-29",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/deleting-data-from-the-graph.md",
    "excerpt": "Here's how to delete an edge from a graph: ... client.graph.edge.delete(uuid_=\"your_edge_uuid\")",
    "fetchedAt": "2026-09-05T00:36:14.406Z"
  },
  {
    "id": "zep-docs-30",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/performance.md",
    "excerpt": "You can request the Context Block directly in the response to the thread.add_messages() call. This optimization eliminates the need for a separate thread.get_user_context() call.",
    "fetchedAt": "2026-09-05T00:36:14.406Z"
  },
  {
    "id": "zep-docs-31",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/governance.md",
    "excerpt": "Role-based access control governs dashboard users. Attribute-based access control governs API keys and UserGroups.",
    "fetchedAt": "2026-09-05T00:36:14.406Z"
  },
  {
    "id": "zep-gh-2",
    "tier": "github",
    "url": "https://github.com/getzep/graphiti",
    "excerpt": "Graphiti is a framework for building and querying temporal context graphs for AI agents. Unlike static knowledge graphs, Graphiti's context graphs track how facts change over time",
    "fetchedAt": "2026-09-05T00:36:14.406Z"
  },
  {
    "id": "zep-docs-32",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/graphiti/getting-started/mcp-server.md",
    "excerpt": "This enables AI assistants like Claude Desktop, Cursor, and VS Code with Copilot to interact with Graphiti's Context Graph capabilities, providing persistent context and contextual awareness.",
    "fetchedAt": "2026-09-05T00:36:14.406Z"
  },
  {
    "id": "zep-docs-33",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/concepts.md",
    "excerpt": "Custom Entity/Edge Types | Feature allowing use of Pydantic-like classes to customize creation/retrieval of entities and relations in the Context Graph.",
    "fetchedAt": "2026-09-05T00:36:14.406Z"
  },
  {
    "id": "zep-docs-34",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/performance.md",
    "excerpt": "Zep delivers sub-200ms context retrieval regardless of graph size or number of graphs.",
    "fetchedAt": "2026-09-05T00:38:44.539Z"
  },
  {
    "id": "zep-docs-35",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/users-and-user-graphs.md",
    "excerpt": "This single-operation approach makes it simple to handle Right To Be Forgotten (RTBF) requests and comply with privacy regulations.",
    "fetchedAt": "2026-09-05T00:38:44.539Z"
  },
  {
    "id": "zep-docs-36",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/quick-start-guide.md",
    "excerpt": "Migrating from Mem0? Check out our Mem0 Migration guide.",
    "fetchedAt": "2026-09-05T00:38:44.539Z"
  },
  {
    "id": "zep-docs-37",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/zepctl-cli.md",
    "excerpt": "zepctl is a command-line interface for administering Zep projects.",
    "fetchedAt": "2026-09-05T00:38:44.539Z"
  },
  {
    "id": "zep-docs-38",
    "tier": "claimed-docs",
    "url": "https://help.getzep.com/governance.md",
    "excerpt": "Limit which actions and context each agent and Memory MCP user can reach with ABAC policies attached to API keys and UserGroups.",
    "fetchedAt": "2026-09-05T00:38:44.539Z"
  },
  {
    "id": "zep-gh-3",
    "tier": "github",
    "url": "https://github.com/getzep/graphiti",
    "excerpt": "Graphiti is a framework for building and querying temporal context graphs for AI agents.",
    "fetchedAt": "2026-09-05T00:38:44.539Z"
  },
  {
    "id": "zep-comm-1",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/41445445",
    "excerpt": "Zep team explained prior approach: LLM extracted 'facts' from chat history via RAG pipeline, but reconciling facts from complex conversations challenged even gpt-4o, causing incomplete facts, poor recall, and hallucinations, prompting move to a temporal knowledge graph (Graphiti).",
    "fetchedAt": "2026-09-05T00:40:08.102Z"
  },
  {
    "id": "zep-comm-2",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/41445445",
    "excerpt": "User: 'Than you for open sourcing this! You are definitely onto something here.'",
    "fetchedAt": "2026-09-05T00:40:08.102Z"
  },
  {
    "id": "zep-comm-3",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/35889826",
    "excerpt": "williamstein: 'I can't believe how many distinct \"longterm memory for LLM\" libraries have launched in the last month or so! It's intense.'",
    "fetchedAt": "2026-09-05T00:40:08.102Z"
  },
  {
    "id": "zep-comm-4",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/35889826",
    "excerpt": "Zep team clarified differentiation: 'Many long-term memory services focus on vector search over documents... Zep is different, we focus on the conversation history, offering the stateless LLM a long-term state component (summaries, metadata, token counts etc).'",
    "fetchedAt": "2026-09-05T00:40:08.102Z"
  },
  {
    "id": "zep-probe-1",
    "tier": "probe",
    "url": "https://help.getzep.com/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://help.getzep.com/llms.txt # Welcome to Zep!\n\n> Zep delivers agent memory at enterprise scale \u2014 a governed Context Lake of temporal knowledge graph",
    "fetchedAt": "2026-09-05T00:40:55.194Z"
  },
  {
    "id": "zep-probe-2",
    "tier": "probe",
    "url": "https://help.getzep.com/memory-mcp-server",
    "excerpt": "official MCP server documented at https://help.getzep.com/memory-mcp-server",
    "fetchedAt": "2026-09-05T00:40:55.194Z"
  },
  {
    "id": "zep-probe-3",
    "tier": "probe",
    "url": "https://help.getzep.com/zepctl-cli",
    "excerpt": "official CLI documented at https://help.getzep.com/zepctl-cli",
    "fetchedAt": "2026-09-05T00:40:55.194Z"
  },
  {
    "id": "zep-probe-rt-1",
    "tier": "probe",
    "url": "https://help.getzep.com/docs-mcp-server",
    "excerpt": "PROBE runtime (recorded 2026-09-05): Zep's documentation MCP server at https://help.getzep.com/_mcp/server completed a full keyless JSON-RPC initialize handshake, answering with serverInfo {\"name\":\"fern-docs-mcp-server\"} over SSE \u2014 open agent access to the docs, no auth required.",
    "fetchedAt": "2026-09-05T00:48:16.000Z"
  },
  {
    "id": "zep-probe-rt-2",
    "tier": "probe",
    "url": "https://help.getzep.com/memory-mcp-server",
    "excerpt": "PROBE runtime (recorded 2026-09-05): keyless JSON-RPC initialize POST to the Memory MCP endpoint https://api.getzep.com/mcp returned HTTP 401 with `WWW-Authenticate: Bearer resource_metadata=\"https://api.getzep.com/.well-known/oauth-protected-resource/mcp\"` \u2014 the end-user Memory MCP server is live and IdP-gated exactly as documented.",
    "fetchedAt": "2026-09-05T00:48:16.000Z"
  },
  {
    "id": "zep-probe-rt-3",
    "tier": "probe",
    "url": "https://help.getzep.com/graphiti/getting-started/overview",
    "excerpt": "PROBE runtime (recorded 2026-09-05): pypi graphiti-core 0.30.1 (Graphiti, Zep's open-source temporal knowledge-graph engine, 30.6k GitHub stars) installs and `from graphiti_core import Graphiti` imports with no API key \u2014 the OSS engine under Zep's Context Graphs is real and pip-installable.",
    "fetchedAt": "2026-09-05T00:48:16.000Z"
  }
]