maximem-ai

synap-mcp-server

Community maximem-ai
Updated

Maximem Synap is the memory layer that makes AI agents remember. 92% LongMemEval, 93.2% on LOCOMO. Works natively with LangChain, LlamaIndex, CrewAI, Google ADK, AutoGen, OpenAI Agents, Semantic Kernel, Haystack, and Pydantic AI.

synap-mcp-server

Hosted remote MCP server (Streamable HTTP) that re-fronts the existing Synap publicREST operations as MCP tools, so no-code platforms (Gumloop, n8n) can give their agentspersistent memory with nothing but a pasted MCP URL and a Bearer token.

It is a stateless adapter — no new backend, storage, or pipeline. Each tool call mapsto one existing REST operation, and the incoming Bearer synap_<key> token is forwardedverbatim to synap-cloud, which owns auth.

  • Public endpoint (prod): https://synap-mcp.maximem.ai/mcp
  • Health: https://synap-mcp.maximem.ai/health

Tools

Tool REST operation Notes
log_exchange POST /api/v1/memories/create (mode=long-range) Forward every turn; extraction decides what persists. Optional user_id/customer_id scope per end-user; optional conversation_id.
recall_context POST /v1/context/{client|user|customer}/fetch (mode=fast) Hot path; no IDs ⇒ client scope. Optional user_id/customer_id.
list_recent_memories broad /v1/context/.../fetch (no query) Debug / "test my memory". Optional user_id/customer_id.

Scoping. Pass no IDs ⇒ client scope (shared per credential). Pass user_id (and/or customer_id) on both log_exchange and recall_context to keep each end-user's memory separate — fill these from an n8n expression / Gumloop input. Note: client-scope writes are not surfaced on the dashboard Memories page (relational), so per-user scoping is recommended when dashboard visibility matters.

Host header. The server disables the MCP transport's DNS-rebinding check (it sits behind a proxy + Bearer auth), so any reverse proxy can forward the real Host — no Host-rewrite hack needed.

Run locally

pip install -e ".[dev]"
SYNAP_API_URL=http://localhost:8000 uvicorn synap_mcp_server.server:app --port 8090
curl http://localhost:8090/health        # {"status":"ok",...}

Test

pip install -e ".[dev]"
pytest -q

Config (env)

Var Default Meaning
SYNAP_API_URL http://synap-cloud:8000 Backing REST API base URL (internal docker hostname in prod).
MCP_PORT 8090 Listen port.
MCP_RECALL_TIMEOUT_S 10 Recall (read) timeout.
MCP_INGEST_TIMEOUT_S 8 Log/ingest (write) timeout.
MCP_DEFAULT_MAX_RESULTS 10 Default recall result count.
LOG_LEVEL INFO Log level.
ENVIRONMENT production Reported in /health.

No Synap API key is configured on the server — the end user's key arrives per-request as aBearer token.

See the Synap documentation for platform setup guides(Gumloop, n8n) and deployment details.

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