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mcp-agensgraph-memory

PyPI·Infrastructure

mcp-agensgraph-memory implements an MCP server that uses AgensGraph as a backend for storing entities, relations, and observations. It serves as a knowledge-graph-based memory system for AI agents and applications. The package is open source under Apache-2.0.

Open SourceApache-2.0CLIAPI
Visit PyPI↗
7stars
1fork
1alternative
4features
2025since

Overview

4 features

mcp-agensgraph-memory is a Developer Tools project. It focuses on maintaining persistent, structured long-term memory for AI agents using a graph database backend. mcp-agensgraph-memory is an open-source project aimed at developers. The project is open source (Apache-2.0). It ships for the command line and API.

Behind mcp-agensgraph-memory is skaiworldwide-oss, and it first shipped in 2025. The project is developed in the open on GitHub with 86 commits in the last 90 days. Among its 4 catalogued features are Entity Storage, Relation Management, and Observation Tracking. It exposes integrations via an MCP server.

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

  • ✓Entity Storage
  • ✓Relation Management
  • ✓Observation Tracking
  • ✓Knowledge Graph Memory
Tags
knowledge-graphagent-memorymcp-servergraph-memoryagensgraph

Built with & integrations

Connectors
MCP
Runs on
CLIAPI-only

Trust & compliance

License
Apache-2.0
Verified signals
✓HTTPS✓Open Source✓GitHub · ★ 7✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed5 Aug · 00:44 UTC
    mcp-agensgraph-memory verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about mcp-agensgraph-memory

What does mcp-agensgraph-memory do?
Mcp-agensgraph-memory focuses on maintaining persistent, structured long-term memory for AI agents using a graph database backend. It is catalogued under Developer Tools on PulseGate.
Who is mcp-agensgraph-memory for?
mcp-agensgraph-memory is an open-source project built for developers.
Is mcp-agensgraph-memory free?
Yes — mcp-agensgraph-memory is open source under the Apache-2.0 license and free to use.
What platforms does mcp-agensgraph-memory run on?
mcp-agensgraph-memory runs on the command line and API.
Is mcp-agensgraph-memory still active?
The GitHub repository shows 86 commits in the last 90 days.
What projects are similar to mcp-agensgraph-memory?
Similar projects tracked by PulseGate include mcp-agensgraph-data-modeling, mcp-agensgraph-cypher, and ogmem-rag-mcp.mcp-agensgraph-data-modelingmcp-agensgraph-cypherogmem-rag-mcp
Who develops mcp-agensgraph-memory?
mcp-agensgraph-memory is developed by skaiworldwide-oss.
When did mcp-agensgraph-memory launch?
mcp-agensgraph-memory first shipped in 2025.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 7
License
Apache-2.0
Built for
developers
Model
Open source
Solves
Maintaining persistent, structured long-term memory for AI agents using a graph database backend.

Registered as

GitHub
skaiworldwide-oss/agensgraph-ai
PyPI
mcp-agensgraph-memory

Developer

skaiworldwide-oss
Small team
↗ GitHub

Open source

View on GitHub →
Stars
7
Forks
1
Open issues
0
Last commit
5 Aug 2026
Commits 90d
86
Contributors
3
Authorship
Small team
Default branch
main

Live coverage

Identity confidence
Low · 64
Indexed
5 Aug 2026
Lifecycle
Alive
Last seen
5 Aug 2026
Identity audit (13)
Slug
mcp-agensgraph-memory-pypi-org
Lifecycle state recorded
5 Aug 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
5 Aug 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
5 Aug 2026
Canonical URL
https://pypi.org/project/mcp-agensgraph-memory

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