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{
"$schema": "https://glama.ai/mcp/schemas/server.json",
"maintainers": ["sgx-labs"],
"license": "BSL-1.1",
"name": "SAME - Stateless Agent Memory Engine",
"description": "Agentic storage and persistent memory for AI coding agents. Trust-aware retrieval with provenance tracking, stale detection, contradiction flagging, and dual-layer fact extraction. 19 MCP tools for semantic search, decision tracking, session handoffs, and memory integrity. Streamable HTTP transport. Local-first SQLite + vector search. Works with Claude Code, Cursor, Windsurf, Codex CLI, Gemini CLI, and any MCP client.",
"keywords": ["agentic-storage", "persistent-memory", "memory", "ai-memory", "knowledge-management", "ai-agents", "trust", "provenance", "semantic-search", "vector-search", "sqlite", "mcp", "claude-code", "cursor", "windsurf", "codex", "gemini", "obsidian", "markdown", "knowledge-base", "context", "rag", "local-first"],
"tools": [
{
"name": "search_notes",
"description": "Semantic search across your knowledge base using vector embeddings and keyword matching"
},
{
"name": "search_notes_filtered",
"description": "Search with domain, workstream, and tag filters for precise knowledge retrieval"
},
{
"name": "search_across_vaults",
"description": "Federated search across multiple registered vaults for cross-project knowledge"
},
{
"name": "get_note",
"description": "Read full note content by path from the indexed vault"
},
{
"name": "find_similar_notes",
"description": "Discover related notes by semantic similarity for knowledge graph exploration"
},
{
"name": "get_session_context",
"description": "Get pinned notes, latest handoff, and recent decisions for session orientation"
},
{
"name": "recent_activity",
"description": "List recently modified notes to stay aware of vault changes"
},
{
"name": "save_note",
"description": "Create or update a markdown note with automatic indexing and provenance tracking"
},
{
"name": "save_decision",
"description": "Log a structured project decision with title, body, and status tracking"
},
{
"name": "create_handoff",
"description": "Write a session handoff note for seamless multi-session continuity"
},
{
"name": "save_kaizen",
"description": "Log improvement items (friction, bugs, ideas) with provenance tracking"
},
{
"name": "reindex",
"description": "Re-scan and re-index the vault after external changes"
},
{
"name": "index_stats",
"description": "Get index health metrics: note count, chunk count, last indexed, database size"
},
{
"name": "mem_consolidate",
"description": "Consolidate related notes into knowledge summaries via LLM"
},
{
"name": "mem_brief",
"description": "Generate an AI-powered orientation briefing from vault contents"
},
{
"name": "mem_health",
"description": "Vault health score with trust state and provenance analysis"
},
{
"name": "mem_forget",
"description": "Suppress a note from search results without deleting it"
},
{
"name": "mem_restore",
"description": "Undo mem_forget — unsuppress a previously hidden note"
},
{
"name": "mem_list_suppressed",
"description": "List all suppressed (hidden) notes in the vault"
}
]
}