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ai-handoff

PyPIInfrastructure

No liveness check has reached it yet; it is registered on PyPI and has been in the index since 11 Oct 2026. How this is checked

ai-handoff is an open-source Python package that provides shared persistent memory for AI assistants. It enables agents to hand work and context to one another through the Model Context Protocol, with CLI-based usage for developers.

Inferred · not functionally tested

Open SourceMITCLIAPISelf-hosted
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Overview

5 features

Purpose: Passing context and unfinished work between AI assistants without losing persistent memory.

Inferred · not functionally tested

Audience: AI agent developers and users building MCP-based assistant workflows

Inferred · not functionally tested

Functions: agents, collaboration

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli, api_only, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org. These links do not verify the individual claims.

ai-handoff sits in PulseGate's Memory & skills category. Inferred · not functionally tested: It focuses on passing context and unfinished work between AI assistants without losing persistent memory. Inferred · not functionally tested: It is built as an open-source project for AI agent developers and users building MCP-based assistant workflows. Basis unknown · not verified: ai-handoff is open source under the MIT license. Basis unknown · not verified: ai-handoff is available on the command line and API, and it can be self-hosted.

ai-handoff first shipped in 2026. Inferred · not functionally tested: Key capabilities include persistent memory, agent handoff, and MCP support. Inferred · not functionally tested: Catalogued interfaces include an MCP server.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Persistent memory
  • Agent handoff
  • MCP support
  • CLI interface
  • Shared context

Topics: Inferred · not functionally tested

Tags
agent-handoffpersistent-memorymcp-servermulti-agent-context
AI capabilities
TextStructured
Inference: Local

JSON profile · Text profile · Access guide

Built with & integrations

Connectors
MCP
Runs on
CLIAPI-onlySelf-hosted

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceFree tier

Indexing history

2

What PulseGate has recorded for this listing

  1. Indexed11 Oct · 02:16 UTC
    ai-handoff seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  2. Indexed11 Oct · 00:38 UTC
    ai-handoff seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about ai-handoff

What does ai-handoff do?
Inferred · not functionally tested: Ai-handoff focuses on passing context and unfinished work between AI assistants without losing persistent memory. It is catalogued under Memory & skills on PulseGate.
Who should use ai-handoff?
Inferred · not functionally tested: ai-handoff is an open-source project built for AI agent developers and users building MCP-based assistant workflows.
Does ai-handoff have a free plan?
Basis unknown · not verified: Yes — ai-handoff is open source under the MIT license and free to use.
What platforms does ai-handoff run on?
Basis unknown · not verified: ai-handoff runs on the command line and API. It can also be self-hosted.
Is ai-handoff still active?
Unverified. ai-handoff has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What projects are similar to ai-handoff?
Similar projects tracked by PulseGate include AppHandoff, handoff-memory, and Handoffy.AppHandoffhandoff-memoryHandoffy
When did ai-handoff launch?
ai-handoff first shipped in 2026.
Is ai-handoff open source?
Basis unknown · not verified: Yes — ai-handoff is open source under the MIT license.

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