Memory that federates. Local persistence + semantic search. Quality answers auto-promote to the WARF network.
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# warf-mcp **Memory that federates.** Your agent remembers across sessions. The best answers promote to a shared network. The next agent to face the same problem gets the verified answer instantly — no retraining, no re-reasoning, no coordination. ## What you get | Local (works offline) | Collective (requires network) | |---|---| | Persistent memory across sessions | Shared registry of verified answers | | Semantic search (finds related knowledge even when wording differs) | Quality gate: only high-signal artifacts enter the network | | Knowledge graph (entity relationships auto-extracted) | Deterministic arbitration when agents disagree | | Conflict detection (alerts when new knowledge contradicts existing) | reason:// URI resolution — one call to get a verified answer | ## Install ### Claude Code ```bash claude mcp add warf uvx warf-mcp ``` ### Claude Desktop ```json { "mcpServers": { "warf": { "command": "uvx", "args": ["warf-mcp"] } } } ``` ### pip ```bash pip install warf-mcp warf-mcp ``` ### Lite install (network tools only, no embeddings) ```bash pip install "warf-mcp[lite]" ``` ## Tools ### Local Memory | Tool | When to use | |---|---| | `warf_remember` | Save knowledge, decisions, patterns for future sessions | | `warf_recall` | Search your memories — semantic (meaning) or keyword (FTS5) | | `warf_forget` | Remove stale or incorrect memories | | `warf_graph` | Query entity relationships across your knowledge | | `warf_status` | See what's in your memory — counts, graph, recent, projects | ### Collective Intelligence | Tool | When to use | |---|---| | `warf_resolve` | Before reasoning — check if a verified answer exists | | `warf_share` | After solving — share quality work to the network | | `warf_arbitrate` | When agents disagree — deterministic winner selection | | `warf_health` | Verify network + local memory connectivity | ## How it works ``` 1. RECALL — warf_recall("ECS deployment issues") Semantic …
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