WhiteMagic — governed local memory for agent continuity

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Governed local-first memory and continuity for AI agents — signed receipts, optional hosted lane.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "WhiteMagic — governed local memory for agent continuity": {
      "url": "https://mcp.whitemagic.dev/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (55)

• wm

  Hosted router for available hosted tools. Use tools/list to discover supported routes.

  Parameters:

  • args — object — Parameters for the routed tool
  • route — string — Explicit hosted tool route. Choose a supported tool from tools/list.
  • action — string — Legacy hosted action selector. Choose a supported tool from tools/list.
  • thought — string — Natural language query or command auto-routed via NLU

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.create

  Store a new memory in the holographic substrate with bijective UUID, 6D projection, and galaxy routing. (READ-ONLY: mutations refused)

  Parameters:

  • content (required) — string — Memory text content to record
  • tags — array — Optional categorization tags
  • title — string — Optional human-readable title (envelope v2)
  • topic — string — Optional topic or domain label
  • galaxy — string — Target memory galaxy: codex, active, audit, sessions (default: codex)
  • source — string — Epistemic attribution (default: 'agent:mcp')
  • event_time — string — Optional event time: when the recorded event actually happened, as RFC 3339
  • importance — number — Subjective salience/importance score (0.0 to 1.0)

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.search

  Search memories: hybrid BM25 + vector fusion with deterministic sub-millisecond retrieval.

  Parameters:

  • query (required) — string — Search query or natural language question
  • limit — integer — Maximum number of memories to return (default: 10)
  • since — string — Inclusive lower time bound: RFC3339 or epoch seconds
  • until — string — Inclusive upper time bound: RFC3339 or epoch seconds
  • galaxy — string — Galaxy to search in, or 'all' for cross-galaxy discovery
  • min_score — number — Absolute BM25 score floor
  • min_trust — number — Minimum source_trust (0-1)
  • historical — boolean — Include superseded or archived records (default: false)
  • time_basis — string — Time basis for since/until: 'recorded' or 'event'
  • include_cold — boolean — Opt-in unranked cold recovery
  • min_importance — number — Minimum memory importance (0-1)
  • cold_scan_limit — integer — Maximum cold records to scan when include_cold is set (default 2048)
  • min_score_ratio — number — Relative floor: reject hits below this fraction of the top score

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.read

  Retrieve a specific memory by its numeric record ID or UUID string.

  Parameters:

  • id (required) — Unique identifier of the memory (UUID or numeric record_id)
  • galaxy — string — Optional galaxy filter

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.list

  List memories with pagination (limit, offset) and galaxy filtering.

  Parameters:

  • limit — integer — Maximum number of memories to return (default: 20)
  • galaxy — string — Galaxy to list, or omit for all galaxies
  • offset — integer — Pagination offset (default: 0)
  • exclude_tags — array — Drop memories carrying any of these tags

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.hybrid_recall

  Compatibility alias of memory.search with BM25 + dense vector fusion.

  Parameters:

  • query (required) — string — Search query terms
  • limit — integer — Maximum results (default: 10)
  • since — string — Inclusive lower time bound: RFC3339 or epoch seconds
  • until — string — Inclusive upper time bound: RFC3339 or epoch seconds
  • galaxy — string — Galaxy filter (default: all)
  • min_score — number — Absolute BM25 score floor
  • min_trust — number — Minimum source_trust (0-1)
  • time_basis — string — Time basis for since/until: 'recorded' or 'event'
  • include_cold — boolean — Opt-in unranked cold recovery
  • min_importance — number — Minimum memory importance (0-1)
  • cold_scan_limit — integer — Maximum cold records to scan when include_cold is set (default 2048)
  • min_score_ratio — number — Relative floor: reject hits below this fraction of the top score

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• galaxy.list

  List all active sovereign memory galaxies, their record counts, sample tags, and starter guide status.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• galaxy.fork

  Fork an existing galaxy partition into a new sovereign galaxy branch (e.g. 'guide' -> 'project-alpha'). (READ-ONLY: mutations refused)

  Parameters:

  • source (required) — string — Source galaxy name to fork from (e.g. 'guide')
  • target (required) — string — Target galaxy name to establish (e.g. 'project-alpha')

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• galaxy.create

  Establish a new sovereign galaxy namespace with an initial genesis beacon. (READ-ONLY: mutations refused)

  Parameters:

  • name (required) — string — Galaxy name (lowercase, no colons/spaces)
  • description — string — Optional description of the galaxy's purpose

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• session.record

  Record a session turn (decision, breakthrough, summary) for compounding continuity. (READ-ONLY: mutations refused)

  Parameters:

  • content (required) — string — Turn content to persist
  • role — string — Who produced the turn
  • track — string — Optional track slug
  • resolves — string — DiAML turn id of an earlier question, proposal, or hypothesis this turn resolves
  • qualifier — string — Epistemic qualifier for this turn
  • turn_type — string — Turn type (e.g. 'decision', 'milestone', 'observation', 'question', 'proposal', 'hypothesis')
  • importance — number — 0.0 to 1.0 salience
  • session_id — string — Target session ID
  • supersedes — string — Memory id of an earlier turn this record replaces

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• session.continuity

  Recall where the previous session left off: recent turns, salient anchors, unresolved DiAML arcs, related track crystals, checkpoints, and open queues.

  Parameters:

  • n — integer — Number of recent turns to recall (default: 5)
  • since — string — Time-range floor: epoch seconds, RFC 3339, or YYYY-MM-DD
  • track — string — Optional track slug to surface prior crystallized codex memories and select the latest prior session on this track
  • until — string — Time-range ceiling: epoch seconds, RFC 3339, or YYYY-MM-DD
  • session_id — string — Target session (default: most recent)
  • token_budget — integer — Optional cap for compact agent_context.text: UTF-8 byte cap is token_budget × 4; estimated_tokens is a byte-based heuristic, not tokenizer-guaranteed. Zero produces empty context.
  • max_content_bytes — integer — Per-turn content cap in bytes (default 8192)
  • current_session_id — string — Session to exclude (optional)
  • max_response_bytes — integer — Turns budget in bytes (default 49152)
  • include_briefing_text — boolean — Include the ready-to-inject briefing.text block

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• session.start

  Start or resume an agent session for persistent continuity across tool invocations.

  Parameters:

  • user — string — User identifier (default: 'default')
  • title — string — Session title

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.update

  Update an existing memory by writing a superseding record (or consolidating into an existing record) and a durable revision entry (prior/new content hashes, timestamp, reason). (READ-ONLY: mutations refused)

  Parameters:

  • id (required) — Memory UUID or numeric record_id to update
  • reason — string — Optional reason recorded in the revision entry
  • content — string — New content for the superseding record (or existing target content when consolidating)
  • superseded_by_id — Optional existing memory UUID or numeric record_id that supersedes this record

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.revisions

  List the durable revision chain of a memory, or verify it by recomputing content hashes and chain links.

  Parameters:

  • id (required) — Memory UUID or record_id to inspect
  • action — string — Action: 'list' (default) or 'verify'

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• session.checkpoint

  Save a structured checkpoint (summary, git state, next queue, open flags, track/lease metadata) for lossless handoffs. (READ-ONLY: mutations refused)

  Parameters:

  • track — string — Optional track slug persisted with the checkpoint
  • branch — string — Branch name persisted with the checkpoint
  • commit — string — Commit hash persisted with the checkpoint
  • summary — string — High-density summary of decisions, state, and findings
  • lease_id — string — Claimed scope lease_id that remains held at this handoff
  • next_queue — array — Ordered next steps
  • open_flags — array — Open flags, blockers, or warnings
  • session_id — string — Target session ID
  • crystallize — boolean — Optional: crystallize converged session decisions into a linked codex memory record (default false)
  • tests_green — boolean — Whether the test suite was green at checkpoint time.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.ingest

  Ingest inline items (items / items_jsonl / text) or a JSONL/text file (source) via the batch-create path; returns real counts and refuses malformed input. (READ-ONLY: mutations refused)

  Parameters:

  • text — string — Single plain-text memory to ingest
  • items — array — Array of items: strings, or objects {content, source?, kind?, tags?, importance?}
  • limit — integer — Maximum items to ingest
  • galaxy — string — Galaxy for items without an explicit source (default: codex)
  • redact — boolean — Scrub credential-shaped tokens before storage (default true).
  • source — string — Optional path to a JSONL or text file (same line rules as items_jsonl)
  • dry_run — boolean — Report without writing (default: true)
  • items_jsonl — string — Newline-delimited JSONL items, or plain non-empty text lines

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• receipts.emit

  Emit a signed continuity receipt: kind 'session' signs a digest of the last `limit` session-log turns; kind 'state_transition' signs a store-state snapshot chained to the prior emitted receipt. 'task' receipts are not supported.

  Parameters:

  • kind (required) — string — Receipt kind
  • out — string — Optional file path to additionally write the receipt JSON
  • limit — integer — Maximum turns covered (session kind; default 200)
  • session_id — string — Optional session filter for kind 'session'

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• receipts.verify

  Verify one supported WhiteMagic receipt profile (including emitted session/state_transition continuity receipts) against the existing local gate key. This is not a general Continuity Receipt bundle verifier.

  Parameters:

  • bundle (required) — object — One supported signed WhiteMagic profile receipt object

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.count

  Count memories matching optional filters without returning full payload content.

  Parameters:

  • galaxy — string — Galaxy to count, or 'all' (default)

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.stats

  Substrate statistics: epoch, total records, relations, postings, and crash-consistency invariants.

  Parameters:

  • galaxy — string — Galaxy to summarize (optional; default codex)

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.tags

  List the tag vocabulary with usage counts.

  Parameters:

  • limit — integer — Maximum tags to return (default: 50)
  • galaxy — string — Galaxy whose tags to list (optional; default codex)

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.aggregate

  Aggregate over the matched record set: numeric fields (importance, created_at, epoch) support count/sum/avg/min/max; categorical fields (source, domain, class, status, galaxy) support count only. Unsupported field/op is refused.

  Parameters:

  • op — string — Aggregation operator
  • field — string — Numeric: importance | created_at | epoch. Categorical (count only): source | domain | class | status | galaxy
  • limit — integer — Maximum candidates considered (default 50; must be >= 1)
  • query — string — Full-text query selecting the memories to aggregate over
  • metric — string — Alternative metric over matched records: count | session_count | session_span

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.associations

  Traverse associative graph neighbours of a memory over hub-penalized multi-hop spreading activation.

  Parameters:

  • id (required) — Source memory UUID or numeric record_id
  • hops — integer — Spreading activation depth in hops (1 to 3, default: 1)
  • decay — number — Per-hop spreading activation decay factor (default: 0.75)
  • limit — integer — Maximum neighbours to return (default: 10)
  • direction — string — Direction: from | to | both (default: both)

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.batch_read

  Read multiple memories by their UUID or numeric record IDs in a single call.

  Parameters:

  • ids (required) — array — List of memory IDs (UUIDs or integers) to read
  • galaxy — string — Galaxy (default: codex)

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.query

  Structured query over memories with filters, ordering, and field projections.

  Parameters:

  • tags — array — Filter: memories with all of these tags
  • limit — integer — Maximum results (default: 10)
  • query — string — Text query string
  • galaxy — string — Galaxy to query (default codex)
  • created_after — string — Filter: only memories created at or after this RFC 3339 timestamp
  • created_before — string — Filter: only memories created at or before this RFC 3339 timestamp
  • max_importance — number — Filter: maximum importance (0-1)
  • min_importance — number — Filter: minimum importance (0-1)

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.filter

  Filter memories by metadata (tags, minimum importance, recency).

  Parameters:

  • tags — array — Required tags
  • limit — integer — Maximum results
  • query — string — Filter: every whitespace-separated term must appear
  • galaxy — string — Galaxy to filter (default codex)
  • offset — integer — Skip this many matching entries before returning (default 0)
  • exclude_tags — array — Filter: drop memories carrying any of these tags
  • created_after — string — Filter: only memories created at or after this RFC 3339 timestamp
  • created_before — string — Filter: only memories created at or before this RFC 3339 timestamp
  • max_importance — number — Filter: maximum importance (0-1)
  • min_importance — number — Minimum importance [0.0, 1.0]

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.pin

  Durably pin a critical memory against decay, sweep compaction, and forgetting, or release it with pinned=false. (READ-ONLY: mutations refused)

  Parameters:

  • id (required) — Memory UUID or numeric record ID to pin
  • galaxy — string — Optional galaxy this record must belong to (mismatch is refused)
  • pinned — boolean — true (default) = protect; false = release

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• memory.search_batch

  Execute multiple memory search queries concurrently with sub-millisecond retrieval.

  Parameters:

  • queries (required) — array — Array of query strings
  • limit — integer — Maximum results per query (default: 5)

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• session.list

  List session lanes with turn count, last timestamp, latest preview, start-marker flag, and checkpoint presence.

  Parameters:

  • limit — integer — Maximum lanes to return (default 50)
  • session_id — string — Filter to one session lane

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• session.recall

  Recall specific interactions and turns within a targeted session (optional content query and limit).

  Parameters:

  • limit — integer — Maximum turns to return (default 50)
  • query — string — Case-insensitive content substring filter
  • session_id — string — Session ID

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• session.replay

  Replay the chronological trajectory of a session: 'full' returns all turns, 'selective' filters by min_importance/turn_types, 'progressive' keeps the most recent turns within token_budget, and 'hybrid' combines earlier high-salience anchor turns (up to 30% of token_budget) with the most recent turns.

  Parameters:

  • n — integer — Maximum turns (default 50)
  • mode — string — Replay mode (default full)
  • since — string — Time-range floor: epoch seconds, RFC 3339, or YYYY-MM-DD
  • track — string — Optional track slug to select the most recent prior session on this track
  • until — string — Time-range ceiling: epoch seconds, RFC 3339, or YYYY-MM-DD
  • session_id — string — Session ID
  • turn_types — array — Selective/hybrid mode: turn types to keep
  • token_budget — integer — Progressive/hybrid mode token budget (default 2000)
  • min_importance — number — Selective/hybrid mode floor (default 0.7)
  • current_session_id — string — Optional active session ID to exclude when selecting a prior session automatically
  • include_superseded — boolean — Also return turns replaced via supersedes (default false).

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• session.digest

  Compose a digest from typed session-log turns and the latest checkpoint (markdown text plus JSON, with optional codex crystallization).

  Parameters:

  • n — integer — Maximum turns to include (default 20)
  • session_id — string — Target session (default: most recent lane)
  • crystallize — boolean — Optional: crystallize converged session decisions into a linked codex memory record (default false)

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• mandala.status

  Status of the Mandala microsecond Landlock sandbox, ABI level, POSIX rlimit bounds, and capability ledger.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• mandala.triage

  Non-autoregressive System 1 JEV/Layla triage gate (<30 ns) to classify tasks and predict marginal utility and confinement tier.

  Parameters:

  • cost — number — Compute / token cost [0.0, 1.0]
  • risk — number — Risk factor [0.0, 1.0]
  • inquiry — string — Task or inquiry description to triage
  • utility — number — Expected marginal utility threshold (default: 0.8)
  • variance — number — Epistemic variance [0.0, 1.0]

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• mandala.evaluate

  Execute a candidate mutation in an ephemeral Landlock sandboxed Kekkai and notarize with Spec 0.5 receipt. (READ-ONLY: mutations refused)

  Parameters:

  • candidate_id (required) — string — Unique identifier for the mutation candidate
  • command — string — Optional command to execute within ephemeral sandbox
  • mutation_kind — string — Mutation category

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• mesh_sync

  Synchronize the Substrate with a remote peer node over the sovereign TCP protocol.

  Parameters:

  • peer (required) — string — Remote peer address (e.g. '127.0.0.1:7369')
  • batch_size — integer — Batch sync size (default: 100)

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• gnosis.status

  System epistemics, self-model calibration, and invariant health status.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• gnosis.explain

  Explain internal architectural invariants, memory schemas, or routing logic.

  Parameters:

  • concept — string — Concept to explain
  • is_spawn — boolean — Claim: the invocation spawns a process
  • is_write — boolean — Claim: the invocation writes
  • args_hash — string — Hash of the arguments under evaluation
  • tool_name — string — Tool name to explain
  • is_network — boolean — Claim: the invocation uses the network
  • has_purpose — boolean — Claim: the invocation carries a purpose

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• decision.shortlist

  Rank candidate routes/actions for a state with the local static-embedding retrieval organ (no network, no model forward pass) and emit a signed shortlist receipt. (READ-ONLY: mutations refused)

  Parameters:

  • state (required) — ['string', 'object'] — State to retrieve candidates for (text or JSON)
  • k — integer — Shortlist size (default 5)
  • routes — object — Candidate set: {name: description} or {name: [utterances...]}; multi-utterance routes score by best match
  • cascade — boolean — If ambiguous, cascade to System 1.5 Deliberator (default true)
  • tenant_id — string — Tenant id for the shortlist receipt (default: local)
  • session_id — string — Session id for the shortlist receipt
  • task_class — string — Task class (e.g. route_dispatch)
  • catalog_path — string — Path to a JSON file with {name: description}; used when `routes` is absent
  • emit_receipt — boolean — Write a signed shortlist receipt to <store>/receipts (default true)
  • margin_threshold — number — Below this top1-top2 margin the gate is 'ambiguous' (default 0.02)

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• decision.deliberate

  Deliberate over ambiguous candidate options using local grammar-constrained SLM inference (100% schema guarantee, no hallucination) and emit a signed deliberation receipt. (READ-ONLY: mutations refused)

  Parameters:

  • intent (required) — string — User request or state description
  • candidates (required) — ['array', 'object'] — Allowed candidate action names, objects, or map
  • emit_receipt — boolean — Write signed deliberation receipt to <store>/receipts (default true)

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• decision.outcome

  Sign and journal the outcome of a dispatched decision/shortlist receipt (success, failure, corrected) for the learning loop. (READ-ONLY: mutations refused)

  Parameters:

  • receipt_path (required) — string — Path to the subject receipt JSON under <store>/receipts
  • outcome (required) — string — Observed outcome
  • note — string — Free-form note
  • tenant_id — string
  • session_id — string
  • corrected_route — string — Correct route when the outcome is 'corrected'

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• sutra.cast

  Evaluate and dispatch a zero-allocation Taoist Hand Seal / Sutra Codon (e.g. '觀 證 行', 'Kek-01-Seal'). Validates preconditions, computes Kekkai sandbox boundaries, and executes bound Action Skeleton cycles or transmits swarm mudra packet to P2P peer. (READ-ONLY: mutations refused)

  Parameters:

  • codon (required) — string — Logoglyphic Sutra codon or Taoist hand seal sequence (e.g. '觀 證 行', 'Kek-01-Seal', '根 界 息')
  • peer — string — Target peer address (e.g. '152.53.195.47:7369') for remote Swarm Mudra Handoff via Wire Protocol 7369
  • track — string — Optional track slug for the recorded Sutra turn
  • strict — boolean — Fails closed if preconditions (read-only, landlock, mesh net) are unsatisfied
  • dry_run — boolean — Alias for !execute; if true, only validates preconditions and returns deterministic plan
  • execute — boolean — Whether to execute the bound Action Skeleton against the substrate (default: false / dry-run)
  • resolves — string — Optional DiAML turn ID resolved by this Sutra execution (defaults to latest open arc when omitted)
  • session_id — string — Optional session ID to record the executed Sutra DiAML turn into

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• sutra.compile

  Compile high-level natural language intent into an optimal compound Sutra codon and Taoist Mudra formula using static Model2Vec embeddings or lexical centroids.

  Parameters:

  • query (required) — string — High-level natural language intent or task description to compile into a Sutra codon

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• sutra.canon

  Inspect the canonical 12-glyph logoglyphic Sutra canon, alchemical dual-mappings, Taoist hand seals (印诀), and bound Action Skeletons.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• sutra.list

  List all recognized canonical compound Taoist Mudras (印诀式), their formulaic compositions, preconditions, and primary execution skeletons.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• sutra.hexagram

  Inspect or mutate one of the 64 King Wen I Ching Hexagram Macro-Actions. Returns King Wen number, binary symbol, trigrams, Wu Xing element, default codon, nuclear inner, complement (反), reverse (覆), and dynamic line mutation transformations.

  Parameters:

  • query (required) — string — Hexagram name, pinyin, King Wen number (1-64), or Unicode symbol (e.g. '既济', 'Qian', '1', '䷾')
  • mutate_line — integer — Optional line number (1 to 6, bottom to top) to mutate (flip yin/yang) and compute resulting hexagram and codon

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• sutra.route

  Route an inquiry or task intent through the Catuṣkoṭi K3 dialectical cognitive router. Employs Kleene 3-valued logic to resolve dialectical tensions (competing action vectors like execute vs dry-run) and matches 64-hexagram macro-actions, returning System 0/1/2 triage tier, resting potential, plasticity, and bound Action Skeleton.

  Parameters:

  • inquiry (required) — string — Task description, inquiry, or hexagram name to route
  • utility — number — Expected marginal utility threshold (default: 0.8)

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• legion.summon

  [Experimental / Simulation] Run a deterministic Rayon stack-codon cohort simulation across CPU cores. Evaluates N candidate codon variants across four archetypes (Adversarial, Refactor, Speculative Replay, Horizon Stress) and classifies heuristic outcomes via Cho-Han (丁半). Scores and token-budget deltas are modeled estimates, not measured LLM execution.

  Parameters:

  • edict (required) — string — Imperial edict codon or Taoist hand seal sequence to dispatch across the shadow clone legion (e.g. '⟪ 通 · 照 · 合 · 證 ⟫', '三家归元印')
  • peer — string — Optional remote peer address (e.g. '152.53.195.47:7369') for cross-node Gap Junction Wire Protocol 7369 handoff
  • clones — integer — Number of volatile shadow clones to summon (default: 32, max: 128)
  • archetype — string — Optional cohort archetype focus ('AdversarialRedTeam', 'RefactorEvolution', 'SpeculativeReplay', 'HorizonStress', or 'all')

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• chohan.settle

  [Experimental / Simulation] Classify a payload or proof string into Cho (丁 / even / pass) or Han (半 / odd / anomaly). Advisory string/parity classification only; does not independently verify execution proofs or perform on-chain escrow.

  Parameters:

  • payload (required) — string — Claim, evaluation payload, or state representation to adjudicate
  • bid — integer — Advisory stake label in micro-USDC (default: 10000; not escrowed)
  • proof — string — Optional proof label or invariant note

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• service.request_eval_key

  Instantly mint a free evaluation API key in-band — no HTTP detour required. The key grants 50 calls/day per lane plus limited write-beta access and is issued anonymously (one per client IP per UTC day, global daily issuance cap). Pass the returned token as 'Authorization: Bearer <key>' on subsequent calls.

  Parameters:

  • ref — string — Optional referral/channel tag for issuance attribution (max 64 chars, sanitized).
  • agent_id — string — Optional agent identifier for issuance attribution (max 64 chars, sanitized).

  Hints: read-only no · destructive no · idempotent no · open-world no

• economy_advance

  Request a small uncollateralized compute advance. Phase 1 (2026-10-15): bound to your authenticated evaluation key (daily per-IP and global caps); new key identities start at a $0.10 ceiling that grows $0.25 per verified settled payment. Returns a recall-scope session pass; hosted write requires a paid lease.

  Parameters:

  • agent_id (required) — string — EVM address, agent public key, or unique agent identifier.
  • amount — number — Requested advance in USD (default 0.01, max 0.05 per advance; clamped to available credit).
  • request_key — boolean — Set to true to atomically provision an evaluation key and advance if calling without an existing authenticated key.

  Hints: read-only no · destructive no · idempotent no · open-world no

• economy_settle

  Settle outstanding compute balance to upgrade Bayesian reputation score and dynamically expand credit ceiling. Supports payment reference or gasless EIP-3009 transfer authorization.

  Parameters:

  • agent_id (required) — string — EVM address or agent identifier.
  • amount — number — Amount in USD to settle (omit to settle entire outstanding balance).
  • eip3009 — object — Optional gasless EIP-3009 authorization signature payload (from, to, value, validAfter, validBefore, nonce, v, r, s).
  • payment_reference — string — Payment receipt, transaction hash, or off-chain authorization reference.

  Hints: read-only no · destructive no · idempotent yes · open-world no

• economy_ledger read-only

  Inspect public transparency metrics: total loans disbursed, default rates, zero predatory liquidation policy, and sovereign free invariants.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• economy_chohan_arbitrate

  Advisory contention tie-breaker only. It does not acquire or enforce locks, uses a post-hoc recomputable SHA-256 draw, and is not host-bias-proof.

  Parameters:

  • resource_id (required) — string — Resource lock name, file path, or task identifier.
  • bids — object — Optional finite positive caller-claimed weights for a weighted lottery; no stake custody or settlement occurs.
  • agent_a — string — Contender A (used if candidates array omitted).
  • agent_b — string — Contender B (used if candidates array omitted).
  • candidates — array — List of contender agent IDs competing for the lock (2 or more).
  • client_seed — string — Optional client entropy for a post-hoc recomputable SHA-256 draw; there is no prior commitment or host-bias proof.
  • client_seeds — array — Optional list or mapping of caller entropy; used as input to a post-hoc recomputable draw.

  Hints: read-only no · destructive no · idempotent yes · open-world no

• economy_chohan_roll read-only

  Advisory SHA-256 dice draw. The server seed is disclosed with the result; there is no prior commitment or host-bias proof.

  Parameters:

  • bet — string — Optional choice ('cho' for even sum, 'han' for odd sum).
  • client_seed — string — Optional client entropy string.

  Hints: read-only yes · destructive no · idempotent no · open-world no

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Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.