Ecosystem

Memory that fits the runtime you already use.

Perseus Vault is a local-first memory engine. Use its MCP server from any compatible host, or use maintained adapters when you want native framework interfaces.

Official LangChain integration

Tools, retrieval, and direct MCP access.

Perseus Vault is listed in the LangChain documentation registry. The Python package langchain-perseus-vault provides an agent toolkit, a BaseRetriever, and a low-level MCP client for a local perseus-vault binary.

Registry listing is an external documentation integration, not an endorsement claim. Source: langchain-ai/docs#4725 ↗, merged July 30, 2026 (00e822f7da2b0d0ba84d5aa81a2bb826d44a0245).

Choose an interface

One engine; distinct integration paths.

Any MCP host

Connect to the local MCP server for explicit remember, recall, state, and audit operations. The protocol surface stays framework-neutral.

LangChain

Use create_perseus_vault_tools, PerseusVaultRetriever, or PerseusVaultClient. View adapter ↗

Maintained adapters

Repositories are available for Pydantic AI, Google ADK, Haystack, CrewAI, and LlamaIndex. Each remains an integration—not a separate memory product.

Product system

Separate responsibilities, interoperable by design.

Ledger proves

Hash-chained event provenance, evidence, and authority references. Perseus Ledger →