Read-only by construction, not by promise. Every capability resolves through a registry to a reading function, and wallet clustering is invoked with
persist=False — asserted by a test. An inferred entity edge written on a language model’s say-so would be a write reachable from a prompt, so the design forecloses it rather than discouraging it.Availability on a master checkout
Some tools are backed by modules that ship on an unmerged intelligence branch. They are registered and callable; they return module_absent with a reason rather than an empty result.
- Live on master
- Returns module_absent
Tools by domain
Wallet intelligence
Wallet intelligence
Clustering specifics. Seven heuristics vote against a 0.75 acceptance threshold. Only
reputation_seed (0.95) and deployer (0.90) clear it alone, because only those two observe a link rather than infer one. Every accepted edge is returned with its evidence and marked status='inferred', never 'asserted'.Returning zero clusters is the normal, correct outcome — a live depth-2 run over 54 addresses clustered nothing, strongest pair 0.369. Read a low score as “no evidence of a link”, not “no link”.On Hyperliquid, the deployer and gas_fingerprint heuristics skip every pair because the venue exposes no contract-creation or transaction-metadata class. Skipped-with-reason and no-match are different states; do not collapse them.depth accepts 0–2. Each hop multiplies runtime; depth 1+ can take tens of seconds by design.Signals and verification
Signals and verification
log_signal_decision is the one tool that queues work, and it is refused on the free tier.Memecoin risk
Memecoin risk
All three return
module_absent on master. See Rug score methodology.Providers and data sources
Providers and data sources
get_provider_reliability and get_data_source_health measure different axes. Reliability is accuracy — was the answer right. Health is operational — is the producer fresh, is the circuit breaker open. A provider can be perfectly healthy and consistently wrong.On-chain, backtest, risk, meta
On-chain, backtest, risk, meta
Operational notes
Check whoami first
Returns your tier plus live minute and day counters, so an agent can plan a fan-out instead of discovering the ceiling by hitting it.
health_check before blaming a tool
Reports
api.token_configured. A tool failing everywhere but working on your laptop is almost always a missing dashboard token.state/mcp_calls.jsonl, which hashes arguments and measures responses — it stores neither. See Data handling.
Setup
See MCP server for installation and Claude setup for Claude Code and Claude Desktop configuration.Scienter publishes impersonal market signals of general and regular circulation. Nothing here is investment, legal, or tax advice, or a recommendation to buy, sell, or hold any asset. Scienter is not a registered investment adviser or broker-dealer. Trading digital assets can result in the total loss of your funds — see Disclaimers for the full text.