hindsight-claude-agent-sdk

Persistent memory tools and hooks for the Claude Agent SDK, powered by Hindsight.

Installation

pip install hindsight-claude-agent-sdk

Quick Start

Tools (explicit memory)

Give your Claude agent retain/recall/reflect tools so it can decide when to use memory:

from claude_agent_sdk import query, ClaudeAgentOptions
from hindsight_claude_agent_sdk import create_hindsight_server

server = create_hindsight_server(
    bank_id="my-agent",
    hindsight_api_url="http://localhost:8888",
)

async for msg in query(
    prompt="Remember that I prefer dark mode. Then check what you know about me.",
    options=ClaudeAgentOptions(
        mcp_servers={"hindsight": server},
        allowed_tools=["mcp__hindsight__*"],
    ),
):
    print(msg)

Hooks (automatic memory)

Auto-recall relevant memories before each prompt and auto-retain results after each session:

from claude_agent_sdk import query, ClaudeAgentOptions
from hindsight_claude_agent_sdk import create_hindsight_server, create_memory_hooks

server = create_hindsight_server(bank_id="my-agent", hindsight_api_url="http://localhost:8888")
hooks = create_memory_hooks(bank_id="my-agent", hindsight_api_url="http://localhost:8888")

async for msg in query(
    prompt="Help me refactor the auth module.",
    options=ClaudeAgentOptions(
        mcp_servers={"hindsight": server},
        allowed_tools=["mcp__hindsight__*"],
        hooks=hooks,
    ),
):
    print(msg)

Global configuration

from hindsight_claude_agent_sdk import configure

configure(
    hindsight_api_url="http://localhost:8888",
    api_key="your-api-key",
    budget="mid",
)

Hook Configuration

Fine-tune automatic memory behavior:

from hindsight_claude_agent_sdk import MemoryHookConfig, create_memory_hooks

hooks = create_memory_hooks(
    bank_id="my-agent",
    hook_config=MemoryHookConfig(
        auto_recall=True,           # inject memories before each prompt
        auto_retain=True,           # save results after each session
        retain_on_tools=["Bash"],   # also retain notable Bash outputs
        recall_max_results=5,       # max memories to inject
        retain_tags=["source:my-app"],
    ),
)

Project links

Data verified by PyPI on Jun 8, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

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1 maintainer

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Credits

Author: Vectorize

GitHub Statistics

Data verified by PyPI on Jun 8, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License

MIT License (MIT)

Requires

Python >=3.10

Tags

agents ai anthropic claude hindsight memory

Classifiers

Report project as malware

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