Who is remagraph for?

remagraph is an open-source project built for developers.

Does remagraph have a free plan?

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

What platforms does remagraph run on?

remagraph runs on the command line. It can also be self-hosted.

Is remagraph still active?

Unverified. remagraph 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.

Who develops remagraph?

remagraph is developed by remagraph Maintainers.

When did remagraph launch?

remagraph first shipped in 2026.

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remagraph

Name: remagraph
Author: remagraph Maintainers

PyPIInfrastructure

Remagraph is a lightweight MCP (Model Context Protocol) server that records the trail left by AI coding agents during tasks. It automatically captures task handoffs, status updates, and discovered constraints, making this information queryable by subsequent agents. Designed for developers building multi-agent coding workflows, it improves continuity and reduces redundant exploration across agent sessions.

Open SourceApache-2.0CLISelf-hosted

Visit PyPI

Overview

5 features

remagraph is a LLM eval & observability project. AI coding agents lose context between sessions because they cannot effectively pass along discovered constraints, handoffs, and status updates to follow-on agents. remagraph is an open-source project aimed at developers. remagraph is open source under the Apache-2.0 license. remagraph is available on the command line, and it can be self-hosted.

Behind remagraph is remagraph Maintainers, and it first shipped in 2026. Among its 5 catalogued features are Agent Trail Capture, Task Handoff Tracking, and Status Update Logging. It exposes integrations via an MCP server and a public API.

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

Agent Trail Capture
Task Handoff Tracking
Status Update Logging
Constraint Discovery
Queryable Memory

Built with & integrations

Connectors

MCPAPI

Runs on

CLISelf-hosted

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen SourceFree tier

Indexing history

What PulseGate has recorded for this listing

Indexed31 Jul · 11:57 UTC
remagraph verified against its public source
Source: PulseGate · Open

Frequently asked questions about remagraph

What is remagraph?: AI coding agents lose context between sessions because they cannot effectively pass along discovered constraints, handoffs, and status updates to follow-on agents. It is catalogued under LLM eval & observability on PulseGate.
Who is remagraph for?: remagraph is an open-source project built for developers.
Does remagraph have a free plan?: Yes — remagraph is open source under the Apache-2.0 license and free to use.
What platforms does remagraph run on?: remagraph runs on the command line. It can also be self-hosted.
Is remagraph still active?: Unverified. remagraph 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.
Who develops remagraph?: remagraph is developed by remagraph Maintainers.
When did remagraph launch?: remagraph first shipped in 2026.
Is remagraph open source?: Yes — remagraph is open source under the Apache-2.0 license.

At a glance

Platforms: Cli
Languages: English
License: Apache-2.0
First seen: 31 Jul 2026
Built for: developers
Model: Open source
Solves: AI coding agents lose context between sessions because they cannot effectively pass along discovered constraints, handoffs, and status updates to follow-on agents.

Registered as

PyPI: remagraph

Developer

remagraph Maintainers

Live coverage

Identity confidence: Low · 64
Indexed: 31 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 31 Jul 2026

Identity audit (13)

Slug: remagraph-pypi-org
Lifecycle state recorded: 31 Jul 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 31 Jul 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/remagraph

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