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+# Memora
+
+> *"You never truly know the value of a moment until it becomes a memory."*
+
+**Memora** is a lightweight [MCP (Model Context Protocol)](https://github.com/modelcontextprotocol) server that gives AI agents **persistent memory** across sessions.
+
+## What it does
+
+Instead of losing context when a session ends, agents that use Memora can store, retrieve, and reason over memories that persist indefinitely in a local SQLite database (with optional cloud sync to S3, Cloudflare R2, or D1).
+
+## Key capabilities
+
+| Feature | Detail |
+|---------|--------|
+| **Persistent storage** | SQLite, exportable, optional cloud sync |
+| **Semantic search** | TF-IDF · sentence-transformers · OpenAI embeddings |
+| **Knowledge graph** | Typed edges, cluster detection, interactive visualiser |
+| **LLM deduplication** | Find + merge near-duplicates with confidence scores |
+| **Memory insights** | Activity summaries, stale alerts, pattern analysis |
+| **Document storage** | Markdown → searchable fragment trees (claims, risks, plans) |
+| **Multi-agent events** | Poll-based inter-agent notification system |
+| **Structured types** | First-class TODO, issue, and section memory kinds |
+
+## Quick start
+
+```bash
+pip install git+https://github.com/agentic-box/memora.git
+```
+
+Add to your `.mcp.json`:
+
+```json
+{
+  "mcpServers": {
+    "memora": {
+      "command": "memora-server",
+      "args": [],
+      "env": { "MEMORA_DB_PATH": "~/.local/share/memora/memories.db" }
+    }
+  }
+}
+```
+
+## GAP integration
+
+Memora ships with a fully valid `agent.yaml` manifest and `SOUL.md` persona file,
+making it compatible with any GAP-aware runtime out of the box.
+
+- **Adapters:** `claude-code`, `mcp`, `system-prompt`
+- **Model:** `anthropic:claude-sonnet-4-6`
+- **Transport:** stdio (default) · streamable-http
+
+## Links
+
+- [GitHub](https://github.com/agentic-box/memora)
+- [Registry entry PR](https://github.com/open-gitagent/registry)
diff --git a/agents/agentic-box__memora/metadata.json b/agents/agentic-box__memora/metadata.json
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+{
+  "name": "memora",
+  "author": "agentic-box",
+  "description": "Lightweight MCP server giving AI agents persistent memory — semantic storage, knowledge graph, vector search, LLM deduplication, document storage, and cross-session recall.",
+  "repository": "https://github.com/agentic-box/memora",
+  "version": "0.2.29",
+  "category": "developer-tools",
+  "tags": ["memory", "mcp", "knowledge-graph", "semantic-search", "persistent-memory", "sqlite", "claude-code", "rag", "ai-agent", "multi-agent"],
+  "license": "MIT",
+  "model": "claude-sonnet-4-6",
+  "adapters": ["claude-code", "mcp", "system-prompt"],
+  "icon": false
+}