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mcp-agensgraph-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 5 Aug 2026. How this is checked

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.

Inferred · not functionally tested

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

Overview

4 features

Purpose: Maintaining persistent, structured long-term memory for AI agents using a graph database backend.

Inferred · not functionally tested

Audience: developers

Inferred · not functionally tested

Functions: rag

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: unknown

Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: CLI · deployment: cli, 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.

mcp-agensgraph-memory is a Memory & skills project. Inferred · not functionally tested: It focuses on maintaining persistent, structured long-term memory for AI agents using a graph database backend. Inferred · not functionally tested: mcp-agensgraph-memory is an open-source project aimed at developers. Basis unknown · not verified: The project is open source (Apache-2.0). Basis unknown · not verified: 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. Inferred · not functionally tested: Among its 4 catalogued features are Entity Storage, Relation Management, and Observation Tracking. 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

  • Entity Storage
  • Relation Management
  • Observation Tracking
  • Knowledge Graph Memory

Topics: Inferred · not functionally tested

Tags
knowledge-graphagent-memorymcp-servergraph-memoryagensgraph

JSON profile · Text profile · Access guide

Built with & integrations

Connectors
MCP
Runs on
CLIAPI-only

Trust & compliance

License
Apache-2.0
Public signals
HTTPSOpen SourceGitHub · ★ 7Active maintenance

Indexing history

3

What PulseGate has recorded for this listing

  1. Indexed23 Sep · 20:16 UTC
    mcp-agensgraph-memory seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  2. Indexed22 Sep · 22:50 UTC
    mcp-agensgraph-memory seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  3. Indexed5 Aug · 00:44 UTC
    mcp-agensgraph-memory seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about mcp-agensgraph-memory

What does mcp-agensgraph-memory do?
Inferred · not functionally tested: Mcp-agensgraph-memory focuses on maintaining persistent, structured long-term memory for AI agents using a graph database backend. It is catalogued under Memory & skills on PulseGate.
Who is mcp-agensgraph-memory for?
Inferred · not functionally tested: mcp-agensgraph-memory is an open-source project built for developers.
Is mcp-agensgraph-memory free?
Basis unknown · not verified: 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?
Basis unknown · not verified: mcp-agensgraph-memory runs on the command line and API.
Is mcp-agensgraph-memory still active?
PulseGate's liveness check found it on 14 Sep 2026. Its GitHub repository shows 86 commits in the last 90 days.
What projects are similar to mcp-agensgraph-memory?
Similar projects tracked by PulseGate include lontar, shapa, and Lighthouse.lontarshapaLighthouse
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.

Also in Memory & skills

Same category — not a similarity match