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behavioral-memory

github.com·Infrastructure

behavioral-memory is an open-source Python package that provides validated execution traces as memory for MCP-based agent tool orchestration. It is designed for developers building autonomous agents, enabling better retrieval and validation of agent actions within orchestration frameworks.

Open SourceApache-2.0CLI
Bbehavioral-memory preview
Visit github.com↗
1star
1fork
5features
2026since

Overview

5 features

behavioral-memory sits in PulseGate's Autonomous agents & workflows category. It focuses on enabling agent frameworks to store and validate execution traces as memory for improved orchestration. behavioral-memory is an open-source project aimed at AI agent developers. behavioral-memory is open source under the Apache-2.0 license. It ships for the command line.

It is developed by harsh-kr11, and it first shipped in 2026. The project is developed in the open on GitHub with 30 commits in the last 90 days. Among its 5 catalogued features are execution trace memory, MCP integration, and agent orchestration. It exposes integrations via an MCP server.

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

  • ✓Execution trace memory
  • ✓MCP integration
  • ✓Agent orchestration
  • ✓Validated traces
  • ✓Python package
Tags
agent-memorymcp-integrationexecution-traces
AI capabilities
Structured
Weights: Open

Built with & integrations

Connectors
MCP
Runs on
CLI

Trust & compliance

License
Apache-2.0
Verified signals
✓HTTPS✓Open Source✓Free tier✓GitHub · ★ 1✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed28 Jun · 01:39 UTC
    behavioral-memory verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about behavioral-memory

What is behavioral-memory?
Behavioral-memory focuses on enabling agent frameworks to store and validate execution traces as memory for improved orchestration. It is catalogued under Autonomous agents & workflows on PulseGate.
Who is behavioral-memory for?
behavioral-memory is an open-source project built for AI agent developers.
Does behavioral-memory have a free plan?
Yes — behavioral-memory is open source under the Apache-2.0 license and free to use.
What platforms does behavioral-memory run on?
behavioral-memory runs on the command line.
Is behavioral-memory still active?
The GitHub repository shows 30 commits in the last 90 days.
What projects are similar to behavioral-memory?
Similar projects tracked by PulseGate include Bosun, falcon-limitless-agent, and cc-plugin-to-codex.Bosunfalcon-limitless-agentcc-plugin-to-codex
Who makes behavioral-memory?
behavioral-memory is developed by harsh-kr11.
When did behavioral-memory launch?
behavioral-memory first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 1
License
Apache-2.0
Built for
AI agent developers
Model
Open source
Solves
Enabling agent frameworks to store and validate execution traces as memory for improved orchestration.

Registered as

GitHub
harsh-kr11/behavioral-memory
PyPI
behavioral-memory

Developer

harsh-kr11
Small team
↗ GitHub

Open source

View on GitHub →
Stars
1
Forks
1
Open issues
0
Last commit
27 May 2026
Commits 90d
30
Contributors
3
Authorship
Small team
Default branch
main

Live coverage

Identity confidence
Low · 64
Indexed
28 Jun 2026
Lifecycle
Unverified
Last seen
28 Jun 2026
Identity audit (12)
Slug
behavioral-memory-pypi-org
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
28 Jun 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Written by a language model from the project's public pages.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
28 Jun 2026
Canonical URL
https://github.com/harsh-kr11/behavioral-memory

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