Governance Platform

Reliability

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "governance-platform": {
      "type": "http",
      "url": "https://app.geodesiclabs.ai/mcp"
    }
  }
}

37 tools

• validate

  Validate structured data against a Blueprint's rules BEFORE the result is used. Returns PASS, FAIL, or REVIEW with plain-language findings, repair suggestions, a determinism hash, and a re-verifiable certificate. Same input + same rules = same verdict, every time.

• validate_repair

  Validate structured data against a Blueprint and, when it fails, include repair suggestions (corrected values with the rule each fix is based on) in the same call. Same verdicts as validate: PASS, FAIL, or REVIEW, with reasons and proof.

• create_blueprint

  Create a Blueprint - the governance contract validation runs against. A Blueprint defines what correct means for your data: fields, the math that must hold between them, and acceptable ranges. Start from load_rule_pack or discover_patterns if you have no rules yet…

• list_blueprints

  List the Blueprints on this account with field/rule/constraint counts and mode. Use the returned workflow_name as 'blueprint' in validate.

• repair

  One-shot repair: return corrected values that would make failing data valid under the Blueprint. Use repair_path to see the steps instead.

• check_blueprint_health

  Static pre-deploy analysis of a Blueprint's rule set. Returns a health verdict - healthy, acceptable, fragile, rigid, split, brittle_islands, or unsatisfiable - with advice, including joint conflicts pairwise checks miss.

• compare_semantic_equivalence

  Compare two payloads under the dual-hash design: content_hash is content_hash normalizes field order and numeric formatting. Semantic comparison preserves field roles; renaming requires an explicit bijection. With supplied rules, scalar types and whitespace remain…

• govern_inference

  Quality-govern an in-progress AI generation step BEFORE its output is used (complements validate, which checks finished documents). Returns an action - STOP, CONTINUE, REPAIR_REGION, REUSE_MOTIF, REVIEW, ESCALATE - with a plain-language explanation. Structural scores…

• get_inference_trace

  Retrieve the durable audit trail for a governed generation: every recorded decision and its reasons.

• recent_inference_decisions

  Recent generation-governance decisions in this owner's Blueprint version.

• verify_certificate

  Independently re-verify a validation certificate. Integrity mode checks the hash chain; full mode (certificate + original data) recomputes every attested rule from scratch - trust nothing, recheck everything.

• profile_blueprint_robustness

  Sweep the Blueprint's numeric constraint bounds and report verdict stability: the stable band, the scales where the verdict first flips, and advice. Use before deploying bound changes.

• forecast

  Deterministic forward reasoning: from the current data state, generate and rank the valid next states reachable under the Blueprint's rules.

• discover_patterns

  Learn candidate validation rules and structural document types from a batch of your records, deterministically - no Blueprint required. Promote results with approve_rule. Source data is not stored.

• repair_path

  Find the shortest sequence of field changes taking invalid data to a valid state, as an ordered path of intermediate states. Different from repair (one-shot nearest fix): use repair_path to explain or audit the fix, or compare alternative repairs.

• counterfactual

  Run the same data under two rule sets and compare which future states remain valid - what-if analysis for rule changes.

• analyze_anomaly

  Explain whether a record fits the usual pattern for records like it, and which fields stand out. No Blueprint required.

• create_chain

  Create a multi-agent sequential chain: stages validate in order against one Blueprint, repairs propagate forward, TTL bounds the run. Siblings: submit_chain_stage advances the chain; handoff_audit verifies a transition between stages. Returns chain_id.

• submit_chain_stage

  Submit data for the chain's current stage; the platform validates it and advances the chain if it passes. Response includes next-stage info and accumulated repairs.

• handoff_audit

  Audit a handoff between two chain stages: a context capsule of verified facts from the prior stage, and (if proposed_data is given) a compatibility verdict that catches fields mutated in transit. Siblings: create_chain, submit_chain_stage.

• approve_rule

  Promote a rule discovered by discover_patterns into Blueprint-ready form.

• reject_rule

  Reject a discovered candidate rule so it will not be promoted into a Blueprint. Pair with approve_rule after discover_patterns.

• structural_types

  Retrieve the document categories a discover_patterns session identified (counts, distinguishing fields, domain hints). Read-only; returns status=no_session if discovery has not run for this namespace.

• decompose_failure

  Measure the numeric difference between original and corrected values: how much lies along the supplied linear rule directions (projection) and how much lies outside them (residual), with per-field contributions. Diagnostic only: it does not establish a cause, and…

• geometric_confidence

  Summarize an already-computed state_vector into a confidence level (high/medium/low) with a recommendation. Post-hoc digest - use analyze_anomaly or check_drift for fresh analysis of raw data.

• check_realization

  Structural realization analysis of a payload against the Blueprint's reference configuration (requires a 'realization' block; otherwise status=skipped). Diagnostics-tier tool; prefer validate or analyze_anomaly for standard checks.

• check_drift

  Check whether recent submissions still match the established pattern for this Blueprint. Returns a stability verdict and observation count.

• authorize_execution

  Go/no-go for a real-world action (payment, filing, API write): runs full validation, then the Blueprint's execution gate. authorized=true only on PASS; REVIEW means do not proceed automatically. Different from validate: validate asks is this data correct…

• load_rule_pack

  Load a prebuilt Blueprint template (invoices, timecards, legal, POs, claims). Call without pack_id to list packs; then create_blueprint to save a customized copy.

• get_execution_trace

  Run validation and return the per-node execution trace (node names, deterministic flags, timing) plus the verdict and determinism hash. Use validate for normal operation; this is for debugging and audit preparation.

• verify_replay

  Check replay commitment integrity and compare recorded execution components. Version 4 includes reference context and the final result/status. A match compares commitments; this tool does not rerun the workflow or reconstruct historical reference populations, and…

• account_status

  This account's plan, key usage, Blueprint counts, and the deployed platform build fingerprint (version, build, deployed).

• delete_blueprint

  Permanently delete a Blueprint and revoke its API keys. Irreversible; requires confirm=true. Account-level keys are unaffected.

• update_blueprint

  Update an existing Blueprint in place. Only passed fields change; pass [] to clear a list. workflow_name cannot be renamed and existing API keys keep working. Different from create_blueprint: modifies an existing Blueprint, mints no new key.

• list_api_keys

  List this account's API keys (masked) with their Blueprint bindings.

• rotate_api_key

  Replace an API key with a fresh one. The old key stops working immediately; the new key inherits its bindings.

• delete_api_key

  Permanently delete one of the caller's API keys. DESTRUCTIVE — agents using the deleted key will receive auth errors immediately. The Blueprint a key was tied to (if any) is NOT affected; only the credential is revoked. To delete a Blueprint and all its keys…

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