mandol is an open-source project built for AI developers.

Does mandol have a free plan?

Yes — mandol is open source under the Apache-2.0 license and free to use.

What platforms does mandol run on?

mandol runs on the command line.

Is mandol still maintained?

The GitHub repository shows 25 commits in the last 90 days.

What projects are similar to mandol?

Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.

mandol is developed by AgentCombo.

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mandol

Name: mandol
Author: AgentCombo

PyPIInfrastructure

Mandol is a memory system for AI agents that supports hierarchical storage, episodic recall, and entity-relation based retrieval using knowledge graphs. It helps large language model agents maintain coherent context and retrieve relevant information across long interactions. Designed for developers building advanced autonomous agents.

Open SourceApache-2.0CLI

Visit PyPI

50stars

4forks

4features

2026since

Overview

4 features

In the AI & ML space, mandol takes a focused approach. It focuses on providing structured, long-term memory and advanced retrieval capabilities to AI agents. It is built as an open-source project for AI developers. mandol is open source under the Apache-2.0 license. mandol is available on the command line.

It is developed by AgentCombo, and it first shipped in 2026. Development happens publicly on GitHub with 50 stars and 25 commits in the last 90 days. Key capabilities include Hierarchical Retrieval, Episodic Memory, and Entity-Relation Retrieval.

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

Hierarchical Retrieval
Episodic Memory
Entity-Relation Retrieval
Knowledge Graph

Built with & integrations

Framework

FastAPI

AI providers

openailocal_oss

Runs on

CLI

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen SourceFree tierGitHub · ★ 50Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed1 Aug · 17:19 UTC
mandol verified against its public source
Source: PulseGate · Open

Frequently asked questions about mandol

What is mandol?: Mandol focuses on providing structured, long-term memory and advanced retrieval capabilities to AI agents. It is catalogued under AI & ML on PulseGate.
Who is mandol for?: mandol is an open-source project built for AI developers.
Does mandol have a free plan?: Yes — mandol is open source under the Apache-2.0 license and free to use.
What platforms does mandol run on?: mandol runs on the command line.
Is mandol still maintained?: The GitHub repository shows 25 commits in the last 90 days.
What projects are similar to mandol?: Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.Cliprise chi-ai AI DocuChat
Who makes mandol?: mandol is developed by AgentCombo.
When did mandol launch?: mandol first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes · ★ 50
License: Apache-2.0
First seen: 1 Aug 2026
Built for: AI developers
Model: Open source
Solves: Providing structured, long-term memory and advanced retrieval capabilities to AI agents.

Registered as

GitHub: AgentCombo/Mandol
PyPI: mandol

Developer

AgentCombo

Small team

GitHub

Open source

View on GitHub

Stars: 50
Forks: 4
Open issues: 0
Last commit: 1 Aug 2026
Commits 90d: 25
Contributors: 2
Authorship: Small team
Default branch: main

Live coverage

Identity confidence: Low · 64
Indexed: 1 Aug 2026
Lifecycle: Alive
First seen: Aug 2026
Last seen: 1 Aug 2026

Identity audit (13)

Slug: mandol-pypi-org
Lifecycle state recorded: 1 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 1 Aug 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
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: 3 Aug 2026
Canonical URL: https://pypi.org/project/mandol

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