MCP Tools DirectoryAbout this integration
Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking
- Transport
- stdio
- Authentication
- none
- Initial setup
- none
- Runtime
- unattended
- Evidence
- documented
- Version
- 3.0.1
- Package
- memory-os-ai
- Last compatibility test
- Not independently tested
Connect your agent
memory-os-aiPublisher documentation and source manifest were reviewed. The package, local file access, model downloads, chat discovery, optional cloud providers, and transport authentication were not executed or independently security-audited. Default stdio is classified separately from optional HTTP/SSE and cloud credentials.
Capabilities: Ingest and semantically search local documents, Persist and query chat memory, Link memory across projects, Configure optional cloud overflow storage
Connected profiles
Additional details
io.github.romainsantoli-web/memory-os-ai
Source ↗ · Checked 2026-09-173.0.1
Source ↗ · Checked 2026-09-17CC0-1.0; package licenses are separate
Source ↗ · Checked 2026-09-17pypi
Source ↗ · Checked 2026-09-17memory-os-ai
Source ↗ · Checked 2026-09-193.2.0
Source ↗ · Checked 2026-09-19The documented default command starts the stdio server for MCP clients; local indexes persist across sessions and optional cloud overflow can be configured separately.
Source ↗ · Checked 2026-09-19Default local stdio operation documents no key; MEMORY_API_KEY is explicitly optional for SSE/HTTP authentication, and optional cloud backends have separate provider credentials.
Source ↗ · Checked 2026-09-19Launch memory-os-ai with no transport flag for the documented default stdio connection; setup helpers can configure supported MCP clients.
Source ↗ · Checked 2026-09-19Publisher documentation reviewed; package and integration endpoint not executed or independently security-audited.
Source ↗ · Checked 2026-09-19