MCP defaults to the compact `research` toolset and accepts structured JSON arguments, not CLI strings. Use `tools/list` with `toolset` set to `research`, `docs`, `audit`, `reports`, `tracking-readonly`, or `all` to control context size; `allow_tools` and `exclude_tools` can further narrow the per-workflow schema. `profile` can mark tools inactive for a session stage (`offline_fixture_only`, `dry_run_default`, `live_read_allowed`, `tracking_readonly`, `fixture_curation`); `tools/call` returns `inactive_tool` before service execution when a profile disallows a tool. Research tools include context policy, target resolution, local context query, product, category, local Finder scaffold, Finder, Deals, seller, ranking, workflow planning, docs index/read, `keepa.research_graph_merge`, and `keepa.research_brief_export`; audit tools include cost estimation plus cassette sanitize/promote and `keepa.cassettes_promote_and_verify`; reports tools expose graph merge, local report, browse snapshot, and brief export builders; tracking exposes read-only tracking plus cost audit. Agent results include `risk_taxonomy` where applicable and a cross-command `research_graph`; tool envelopes include `structuredContent`, compact JSON text fallback, `cache_key`, `cache_hit`, and `budget_ledger`.
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