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calera-agent-memory

PyPIInfrastructure

PulseGate's liveness check found it on 14 Sep 2026; it is registered on GitHub and PyPI and has been in the index since 14 Sep 2026. How this is checked

Calera Agent Memory is an Apache-2.0 Python package that provides a topological memory substrate for LLM applications and autonomous agent swarms. It is designed to integrate with frameworks such as LangChain and CrewAI and supports MCP-based agent workflows.

Inferred · not functionally tested

Open SourceApache-2.0CLISelf-hostedAPI
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Overview

6 features

Purpose: Giving LLM applications and autonomous agents persistent, structured memory across interactions.

Inferred · not functionally tested

Audience: AI developers building LangChain, CrewAI, and autonomous agent systems

Inferred · not functionally tested

Functions: agents

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: Apache-2.0 · platforms: CLI · deployment: cli, self_hosted, api_only

Constraint provenance is unknown; confirm requirements with the publisher.

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

In the Memory & skills space, calera-agent-memory takes a focused approach. Inferred · not functionally tested: It focuses on giving LLM applications and autonomous agents persistent, structured memory across interactions. Inferred · not functionally tested: It is built as an open-source project for AI developers building LangChain, CrewAI, and autonomous agent systems. Basis unknown · not verified: calera-agent-memory is open source under the Apache-2.0 license. Basis unknown · not verified: It runs on the command line and API, and it can be self-hosted.

It is developed by Calera Labs, and it first shipped in 2026. Development happens publicly on GitHub with 19 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include topological memory, LLM memory, and agent swarm 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

  • Topological memory
  • LLM memory
  • Agent swarm support
  • LangChain integration
  • CrewAI integration
  • MCP support

Topics: Inferred · not functionally tested

Tags
agent-memorytopological-memoryllm-contextmcp-serverlangchain-integration
AI capabilities
TextStructured
Inference: Local

JSON profile · Text profile · Access guide

Built with & integrations

Connectors
MCP
Runs on
CLISelf-hostedAPI-only

Trust & compliance

License
Apache-2.0
Public signals
HTTPSOpen SourceGitHubActive maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed14 Sep · 05:36 UTC
    calera-agent-memory seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about calera-agent-memory

What does calera-agent-memory do?
Inferred · not functionally tested: Calera-agent-memory focuses on giving LLM applications and autonomous agents persistent, structured memory across interactions. It is catalogued under Memory & skills on PulseGate.
Who is calera-agent-memory for?
Inferred · not functionally tested: calera-agent-memory is an open-source project built for AI developers building LangChain, CrewAI, and autonomous agent systems.
Does calera-agent-memory have a free plan?
Basis unknown · not verified: Yes — calera-agent-memory is open source under the Apache-2.0 license and free to use.
What platforms does calera-agent-memory run on?
Basis unknown · not verified: calera-agent-memory runs on the command line and API. It can also be self-hosted.
Is calera-agent-memory still maintained?
PulseGate's liveness check found it on 14 Sep 2026. Its GitHub repository shows 19 commits in the last 90 days.
What are alternatives to calera-agent-memory?
Similar projects tracked by PulseGate include memory-arena, aml-memory, and three-layer-agent-memory.memory-arenaaml-memorythree-layer-agent-memory
Who develops calera-agent-memory?
calera-agent-memory is developed by Calera Labs.
When did calera-agent-memory launch?
calera-agent-memory first shipped in 2026.

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