Stdlib-only Python stdio MCP server that wraps the AtoCore HTTP
API. Makes AtoCore available as built-in tools to every MCP-aware
client (Claude Desktop, Claude Code, Cursor, Zed, Windsurf).
7 tools exposed:
- atocore_context: full context pack (state + memories + chunks)
- atocore_search: semantic retrieval with scores + sources
- atocore_memory_list: filter active memories by project/type
- atocore_memory_create: propose a candidate memory
- atocore_project_state: query Trusted Project State by category
- atocore_projects: list registered projects + aliases
- atocore_health: service status check
Design choices:
- stdlib only (no mcp SDK dep) — AtoCore philosophy
- Thin HTTP passthrough — zero business logic, zero drift risk
- Fail-open: AtoCore unreachable returns graceful error, not crash
- Protocol MCP 2024-11-05 compatible
Registered in Claude Code: `claude mcp add atocore -- python ...`
Verified: ✓ Connected, all 7 tools exposed, context/search/state
return live data from Dalidou (sha=775960c8, vectors=33253).
This is the keystone for master brain vision: every Claude session
now has AtoCore available as built-in capability without the user
or agent having to remember to invoke it.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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