engram-ms
PulseGate's liveness check found it on 14 Oct 2026; it is registered on GitHub and PyPI and has been in the index since 27 Jun 2026. How this is checked
engram-ms is an open-source memory system for AI agents, offering persistent storage with SQLite and FTS5, MCP protocol integration, and quality gates. It enables developers to add robust, searchable memory to their AI agents and workflows.
Inferred · not functionally tested
Overview
5 featuresPurpose: Providing persistent, searchable memory for AI agents with easy integration and quality controls.
Inferred · not functionally tested
Audience: AI agent 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: indicated (inferred, not tested)
Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli, api_only, self_hosted
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: github.com. These links do not verify the individual claims.
engram-ms is a Memory & skills project. Inferred · not functionally tested: It focuses on providing persistent, searchable memory for AI agents with easy integration and quality controls. Inferred · not functionally tested: engram-ms is an open-source project aimed at AI agent developers. Basis unknown · not verified: engram-ms is open source under the MIT license. Basis unknown · not verified: engram-ms is available on the command line and API, and it can be self-hosted.
aop60003 builds and maintains engram-ms, and it first shipped in 2026. The project is developed in the open on GitHub with 113 commits in the last 90 days. Inferred · not functionally tested: Among its 5 catalogued features are SQLite memory, FTS5 search, and MCP integration. Inferred · not functionally tested: Catalogued interfaces include an MCP server and a public API.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- SQLite memory
- FTS5 search
- MCP integration
- Quality gates
- Agent memory
Topics: Inferred · not functionally tested
Built with & integrations
Trust & compliance
Indexing history
What PulseGate has recorded for this listing
Frequently asked questions about engram-ms
- What does engram-ms do?
- Inferred · not functionally tested: Engram-ms focuses on providing persistent, searchable memory for AI agents with easy integration and quality controls. It is catalogued under Memory & skills on PulseGate.
- Who is engram-ms for?
- Inferred · not functionally tested: engram-ms is an open-source project built for AI agent developers.
- Is engram-ms free?
- Basis unknown · not verified: Yes — engram-ms is open source under the MIT license and free to use.
- What platforms does engram-ms run on?
- Basis unknown · not verified: engram-ms runs on the command line and API. It can also be self-hosted.
- Is engram-ms still active?
- PulseGate's liveness check found it on 14 Oct 2026. Its GitHub repository shows 113 commits in the last 90 days.
- What projects are similar to engram-ms?
- Similar projects tracked by PulseGate include engramai, engram-team, and engrammemory-ai.engramaiengram-teamengrammemory-ai
- Who develops engram-ms?
- engram-ms is developed by aop60003.
- When did engram-ms launch?
- engram-ms first shipped in 2026.
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