66 entities and 307 agent-callable operations in grc. Each operation is addressed as {mega_tool}/grc/{entity}/{operation} and carries the same permission check over MCP and REST.
307 of 307 shown
agent_action_audit
Operation
Mega-tool
What it does
list
entity_crud
List agent action audit entries (immutable trail)
read
entity_crud
Get a single agent action audit entry by id
agent_permission_scope
Operation
Mega-tool
What it does
create
entity_crud
Define the permission scope for a governed agent (one scope per agent)
delete
entity_crud
Delete an agent permission scope
list
entity_crud
List agent permission scopes for the org's governed agents
read
entity_crud
Get a single agent permission scope by id
update
entity_crud
Update an agent permission scope
ai_compliance
Operation
Mega-tool
What it does
assessment_progress
smart_action
Assessment progress summary
governed_query
smart_action
Governed AI query
prohibited_screener
smart_action
Prohibited practice screener
risk_classification
smart_action
Risk classification assistant
system_check
smart_action
AI system compliance check
ai_system
Operation
Mega-tool
What it does
active_deployments
report_query
List active/completed deployments across the org's AI systems.
compare_versions
report_query
Diff/compare two versions of the same AI system.
create
entity_crud
Create a new AI system (org-scoped).
delete
entity_crud
Soft-delete an AI system (org-scoped).
drift_analysis
smart_action
Analyze data/concept drift for an AI system version against its baseline metrics.
fairness_analysis
smart_action
Run fairness/bias analysis on an AI system version (demographic parity, equalized odds, disparate impact).
get_ai_system_details
entity_crud
Get full details for a single AI system (read).
list_ai_systems
entity_crud
List AI systems with filtering (risk class, usage context, status, foundation-model flag).
manage_lifecycle
workflow_action
Transition AI system through its lifecycle states (draft, deployed, retired, etc.)
performance_trends
report_query
Real-time performance trends (accuracy/latency/error-rate/drift) for an AI system.
update
entity_crud
Update an existing AI system (org-scoped).
version_history
report_query
Version history (all versions + lifecycle events) for an AI system.
ai_system_change_request
Operation
Mega-tool
What it does
approve
workflow_action
Approve an AI system change request (pending -> approved).
create
entity_crud
Create a new AI system change request (org-scoped via ai_system).
delete
entity_crud
Delete an AI system change request (org-scoped, hard delete; SD=N model).
implement
workflow_action
Mark an approved AI system change request as implemented (approved -> implemented).
list
entity_crud
List AI system change requests (org-scoped via ai_system).
read
entity_crud
Read a single AI system change request (org-scoped).
reject
workflow_action
Reject an AI system change request (pending/approved -> rejected).
update
entity_crud
Update an AI system change request (org-scoped).
ai_system_deployment
Operation
Mega-tool
What it does
complete
workflow_action
Complete ai system deployment.
create
entity_crud
Create a new AI system deployment (org-scoped via version).
delete
entity_crud
Delete an AI system deployment (org-scoped, hard delete; SD=N model).
list
entity_crud
List AI system deployments (org-scoped via version->ai_system).
read
entity_crud
Read a single AI system deployment (org-scoped).
rollback
workflow_action
Roll back a deployment (-> rolled_back).
update
entity_crud
Update an AI system deployment (org-scoped).
ai_system_lifecycle_event
Operation
Mega-tool
What it does
list
entity_crud
List AI system lifecycle events (read-only event log, org-scoped).
read
entity_crud
Read a single AI system lifecycle event (org-scoped).
ai_system_version
Operation
Mega-tool
What it does
create
entity_crud
Create a new AI system version (org-scoped via ai_system).
create_version
workflow_action
Create a new lifecycle version for an AI system (auto-increments if no version_number).
delete
entity_crud
Delete an AI system version (org-scoped, hard delete; SD=N model).
list
entity_crud
List AI system versions (org-scoped via ai_system).
promote
workflow_action
Promote an AI system version to the next lifecycle state (validates the transition).
read
entity_crud
Read a single AI system version (org-scoped).
rollback
workflow_action
Roll the active version of an AI system back to a prior version.
update
entity_crud
Update an AI system version (org-scoped).
assessment_audit_log
Operation
Mega-tool
What it does
list
entity_crud
List assessment audit-log entries (read-only, append-only)
read
entity_crud
Read a single assessment audit-log entry with state detail
assessment_notification
Operation
Mega-tool
What it does
list
entity_crud
List assessment notifications (read-only; use workflow_action to mark read/delete)
read
entity_crud
Read a single assessment notification with full detail
audit_log
Operation
Mega-tool
What it does
audit_log_query
report_query
Filtered, paginated query over the organization's assessment audit log (append-only)
compliance
Operation
Mega-tool
What it does
compliance_status
report_query
EU AI Act compliance status snapshot per AI system (latest score + requirement progress)
conformity_requirements
report_query
Conformity assessment + declaration roll-up per AI system
generate_documentation
smart_action
Generate compliance documentation (policies, narrative, mappings) from org state
identify_gaps
report_query
Identify compliance gaps across requirements / frameworks
Org-wide regulatory posture summary across frameworks (from latest scores)
score_history
report_query
Compliance score history time-series for an AI system
summary
report_query
Generate AI system compliance summary report
validate_documentation
report_query
Validate compliance documentation completeness across AI systems
compliance_document
Operation
Mega-tool
What it does
approve
workflow_action
Approve a compliance document under review (review → approved)
archive
workflow_action
Archive a compliance document (→ archived)
create
entity_crud
Create a new compliance document (lands in 'draft')
delete
entity_crud
Soft-delete a compliance document
download
document_op
Download a single compliance document as structured JSON (full content).
download_compliance_bundle
document_op
Aggregate every compliance document for an AI system into a single JSON bundle (a complete EU AI Act dossier export).
list
entity_crud
List compliance documents with filtering and pagination
read
entity_crud
Get detailed compliance document information
review
workflow_action
Move a compliance document into review (draft → review)
submit
workflow_action
Submit an approved compliance document to the authority (approved → submitted)
update
entity_crud
Update a compliance document's content (status changes go through workflow_action)
upload
document_op
Create a compliance document for an AI system from supplied JSON content.
compliance_requirement
Operation
Mega-tool
What it does
create
entity_crud
Create a new compliance requirement
delete
entity_crud
Soft-delete a compliance requirement
list
entity_crud
List compliance requirements with filtering and pagination
read
entity_crud
Get detailed compliance requirement information
update
entity_crud
Update an existing compliance requirement
compliance_score
Operation
Mega-tool
What it does
bulk_calculate
workflow_action
Recalculate and persist compliance scores for all AI systems in the org
calculate
workflow_action
Recalculate and persist the real-time compliance score for one AI system
create
entity_crud
Record a new compliance score for an AI system
list
entity_crud
List compliance scores with filtering and pagination
read
entity_crud
Get detailed compliance score information
update
entity_crud
Update a compliance score record
compliance_score_history
Operation
Mega-tool
What it does
list
entity_crud
List compliance score history snapshots (read-only)
read
entity_crud
Get a single compliance score history snapshot (read-only)
compliance_training_enrollment
Operation
Mega-tool
What it does
create
entity_crud
Create a compliance training enrollment (org-scoped).
delete
entity_crud
Soft-delete a compliance training enrollment (org-scoped).
list
entity_crud
List compliance training enrollments (org-scoped).
read
entity_crud
Read a single compliance training enrollment (org-scoped).
update
entity_crud
Update a compliance training enrollment (org-scoped).
waive
workflow_action
Waive a compliance training enrollment (non-terminal -> waived) with a reason.
compliance_training_requirement
Operation
Mega-tool
What it does
activate
workflow_action
Activate a compliance training requirement (inactive/deprecated -> active).
create
entity_crud
Create a compliance training requirement (org-scoped).
deactivate
workflow_action
Deactivate a compliance training requirement (active -> inactive).
delete
entity_crud
Soft-delete a compliance training requirement (org-scoped).
list
entity_crud
List compliance training requirements (org-scoped).
read
entity_crud
Read a single compliance training requirement (org-scoped).
update
entity_crud
Update a compliance training requirement (org-scoped).
conformity_assessment
Operation
Mega-tool
What it does
create
entity_crud
Create a new conformity assessment
delete
entity_crud
Soft-delete a conformity assessment
list
entity_crud
List conformity assessments with filtering and pagination
read
entity_crud
Get detailed conformity assessment information
update
entity_crud
Update an existing conformity assessment
validate_prerequisites
workflow_action
Check whether an AI system meets the prerequisites for a conformity declaration
conformity_declaration
Operation
Mega-tool
What it does
approve
workflow_action
Approve a submitted conformity declaration (submitted → approved)
create
entity_crud
Create a new conformity declaration (lands in 'draft')
delete
entity_crud
Soft-delete a conformity declaration
download
document_op
Download a stored Conformity Declaration as a structured JSON export (declaration text, standards, validity, signature metadata).
generate
document_op
Generate an EU Declaration of Conformity PDF for an AI system using the ComplianceDocGenerator service.
get_template
document_op
Get template conformity declaration.
list
entity_crud
List conformity declarations with filtering and pagination
read
entity_crud
Get detailed conformity declaration information
reject
workflow_action
Reject a submitted/signed conformity declaration (→ rejected)
sign
workflow_action
Sign a conformity declaration (draft → signed)
submit
workflow_action
Submit a signed conformity declaration to the authority (signed → submitted)
update
entity_crud
Update a conformity declaration's content (status changes go through workflow_action)
conformity_evidence
Operation
Mega-tool
What it does
create
entity_crud
Create a new piece of conformity evidence
list
entity_crud
List conformity evidence with filtering and pagination
read
entity_crud
Get detailed conformity evidence information
update
entity_crud
Update conformity evidence metadata
corrective_action
Operation
Mega-tool
What it does
complete
workflow_action
Mark a corrective action complete (pending/in_progress -> completed).
create
entity_crud
Create a corrective action for an AI incident.
delete
entity_crud
Soft-delete a corrective action.
list
entity_crud
List corrective actions for AI incidents.
read
entity_crud
Get full details for a single corrective action.
update
entity_crud
Update a corrective action (non-transition fields).
verify
workflow_action
Verify a completed corrective action (completed -> verified, or -> failed).
data_lineage
Operation
Mega-tool
What it does
query
report_query
Query data lineage for a dataset / processing activity
document
Operation
Mega-tool
What it does
create
entity_crud
Register a new document for an AI system
delete
entity_crud
Soft-delete a document
download
document_op
Return a document's manifest (metadata + integrity fields).
list
entity_crud
List AI-system documents (EU AI Act documentation) with filtering and pagination
read
entity_crud
Get detailed document metadata by UUID
update
entity_crud
Update document metadata
upload
document_op
Register a document for an AI system.
verify
document_op
Integrity check: recompute the SHA-256 over supplied base64 `content` and compare it to the document's stored file_hash.
document_version
Operation
Mega-tool
What it does
create
entity_crud
Record a new version for an existing document
list
entity_crud
List version history for documents (org-scoped through the parent document)
read
entity_crud
Read a single document version by UUID
employee_training_record
Operation
Mega-tool
What it does
assign
workflow_action
Assign a training course to a user (create-or-reset an EmployeeTrainingRecord at status 'pending').
complete
workflow_action
Mark an employee training record completed (pending -> completed).
create
entity_crud
Create an employee training record (course must belong to the caller's org).
delete
entity_crud
Soft-delete an employee training record (scoped via course organization).
list
entity_crud
List employee training records (scoped via course organization).
read
entity_crud
Read a single employee training record (scoped via course organization).
update
entity_crud
Update an employee training record (scoped via course organization).
verify
workflow_action
Verify a completed employee training record (completed -> verified).
governance
Operation
Mega-tool
What it does
agent_audit_trail
report_query
Agent action-audit analytics: authorization/execution breakdown plus recent entries, optionally scoped to one agent
authorize_agent_action
smart_action
Authorize a proposed agent action against agent-action governance policies; returns the ALLOW/BLOCK/ESCALATE/...
governance_dashboard
report_query
Governance dashboard: agent counts by state/risk, open oversight load, and recent agent-action outcomes
oversight_queue
report_query
The human-oversight backlog (pending/assigned/escalated by default), priority-ordered with pagination
post_inference_evaluate
smart_action
Run post-inference governance policies against model output for an AI system; returns the ALLOW/BLOCK/...
pre_inference_evaluate
smart_action
Run pre-inference governance policies against input data for an AI system; returns the ALLOW/BLOCK/...
governance_api_key
Operation
Mega-tool
What it does
create
entity_crud
Create a governance API key.
delete
entity_crud
Permanently delete a governance API key.
list
entity_crud
List governance API keys (prefix only; never the secret).
read
entity_crud
Read a single governance API key (prefix only; never the secret).
revoke
workflow_action
Revoke a governance API key by setting it inactive (history is preserved).
update
entity_crud
Update a governance API key's mutable config (not the key material; not is_active — use workflow_action revoke).
governance_audit
Operation
Mega-tool
What it does
api_key_usage
report_query
Usage rollup for governance API keys: per-key usage_count, last-used, active/expired status, and org totals.
audit_entry_query
report_query
Aggregate governance audit-trail entries: counts by event type, result, risk level, top actors and targets over an optional time window.
webhook_delivery_analytics
report_query
Per-webhook delivery health: success/failure/retry breakdown, success rate, and recent failure counts over an optional time window.
governance_audit_entry
Operation
Mega-tool
What it does
list
entity_crud
List immutable governance audit-trail entries (append-only hash chain) with filtering.
read
entity_crud
Read a single immutable governance audit-trail entry.
governance_audit_summary
Operation
Mega-tool
What it does
list
entity_crud
List periodic governance audit summaries (event/result/risk rollups) with filtering.
read
entity_crud
Read a single governance audit summary.
governance_decision
Operation
Mega-tool
What it does
list
entity_crud
List governance decisions (append-only outcome records)
read
entity_crud
Get a single governance decision by id
governance_webhook
Operation
Mega-tool
What it does
create
entity_crud
Create a governance webhook.
delete
entity_crud
Permanently delete a governance webhook (and its delivery history via cascade).
disable
workflow_action
Disable (deactivate) a governance webhook so it stops receiving event deliveries.
enable
workflow_action
Enable (activate) a governance webhook so it receives event deliveries.
list
entity_crud
List governance webhooks with optional filtering.
read
entity_crud
Read a single governance webhook (secret is never returned).
test
workflow_action
Send a synthetic test event through a governance webhook's real signing + delivery pipeline, recording a WebhookDelivery (is_test=True) and returning the…
update
entity_crud
Update a governance webhook's mutable config (not its secret; not is_active — use workflow_action enable/disable).
governed_agent
Operation
Mega-tool
What it does
create
entity_crud
Register a new governed AI agent (lands in registered state)
list
entity_crud
List governed AI agents with filtering and pagination
read
entity_crud
Get a single governed agent by id
retire
workflow_action
Retire a governed agent (any non-retired state -> retired).
suspend
workflow_action
Suspend an active governed agent (active -> suspended)
update
entity_crud
Update a governed agent's definition (state changes go through workflow_action)
guide
Operation
Mega-tool
What it does
query
report_query
GRC agent playbook: where every governance id comes from and the order the workflows run in.
human_oversight_request
Operation
Mega-tool
What it does
approve
workflow_action
Approve a human oversight request (pending|assigned -> approved)
create
entity_crud
Create a human oversight request for an agent action (lands in pending status)
escalate
workflow_action
Escalate a human oversight request (pending|assigned -> escalated)
list
entity_crud
List human oversight requests with filtering and pagination
read
entity_crud
Get a single human oversight request by id
reject
workflow_action
Reject a human oversight request (pending|assigned -> rejected)
update
entity_crud
Update non-status fields of an oversight request (status changes go through workflow_action)
incident
Operation
Mega-tool
What it does
close
workflow_action
Close a resolved incident after verification
create
entity_crud
Create a new AI incident.
create_action_plan
workflow_action
Create one or more corrective actions (an action plan) for an AI incident.
delete
entity_crud
Soft-delete an AI incident.
draft_from_email
smart_action
Draft an incident record from raw email body / subject / sender
investigate
workflow_action
Start investigation on an open incident
list
entity_crud
List AI incidents with filtering and pagination.
open
workflow_action
Open a new incident for investigation
read
entity_crud
Get full details for a single AI incident.
regulatory_report
report_query
Serious-incident regulatory reporting view (EU AI Act Article 62): which incidents require/were reported.
reopen
workflow_action
Reopen a closed or resolved incident
resolve
workflow_action
Resolve an incident with resolution details
statistics
report_query
AI incident statistics: totals, breakdown by status/severity/type, resolution metrics.
summary
report_query
Generate incident analytics summary report
trend
report_query
Analyze incident trends over time
triage_for_breach
smart_action
AI-assisted triage of an incident for personal data breach criteria (GDPR Art.
update
entity_crud
Update an existing AI incident.
incident_record
Operation
Mega-tool
What it does
create
entity_crud
Create a new base incident.
delete
entity_crud
Soft-delete a base incident.
list
entity_crud
List base incidents with filtering and pagination.
read
entity_crud
Get full details for a single base incident.
resolve
workflow_action
Resolve a base incident (open/in-progress -> closed).
update
entity_crud
Update an existing base incident.
notification
Operation
Mega-tool
What it does
delete_all
workflow_action
Soft-delete all of the calling user's already-read notifications
read
workflow_action
Mark a single assessment notification as read
read_all
workflow_action
Mark all of the calling user's unread notifications as read
permissibility_batch
Operation
Mega-tool
What it does
create
workflow_action
Submit a list of URLs for asynchronous permissibility adjudication.
read
workflow_action
Read permissibility batch.
permissibility_graph
Operation
Mega-tool
What it does
read
report_query
Permissibility knowledge graph: the rules graph, one source's terms graph, or the mash of the two with verdict-coloured alignment edges.
permissibility_policy_object
Operation
Mega-tool
What it does
list
report_query
List machine-readable policy objects — one per adjudicated source, carrying a permitted|conditional|forbidden|review answer for each policy question, the…
lookup
report_query
Resolve a LIST of URLs (and/or your own source_keys) to policy objects in one call — the op a requester's platform makes when a request arrives carrying…
read
report_query
Read the policy object for ONE registered source.
permissibility_question
Operation
Mega-tool
What it does
create
entity_crud
Create a policy question.
list
entity_crud
List this organization's policy questions — the requester-facing dimension of the matrix.
update
entity_crud
Update a policy question — its label, prompt, bound parameters or stages, order, or is_active.
permissibility_review
Operation
Mega-tool
What it does
assign
entity_crud
Put one review item in front of a named person.
decide
entity_crud
Decide one review item: complies | violates | conditional, with a mandatory note.
defer
entity_crud
Defer or escalate one review item with a mandatory note saying what is blocking it, and a mandatory until date it should resurface at.
list
entity_crud
The review queue: every current rule verdict awaiting a human decision, newest first, each with WHY a human is needed (no_clause_matched | ambiguous_alignment…
permissibility_rule
Operation
Mega-tool
What it does
create
entity_crud
Create a permissibility rule and IMMEDIATELY recompute every verdict it touches, returning the flip receipt in the same response: which verdicts changed, from…
list
entity_crud
List permissibility rules in a rule set.
preview_impact
smart_action
Dry-run a rule edit and report exactly which verdicts WOULD flip, without persisting anything — no rule write, no new verdict row, no third-party fetch.
update
entity_crud
Edit a permissibility rule and IMMEDIATELY recompute every verdict it touches.
permissibility_ruleset
Operation
Mega-tool
What it does
export_workbook
workflow_action
Export a permissibility rule set back to its workbook form.
import_workbook
workflow_action
Import a permissibility rule-set workbook (.xlsx) and return the import report.
permissibility_source
Operation
Mega-tool
What it does
answer
smart_action
Answer 'may we use this data?' for one URL or registered source: per policy question, one of permitted | conditional | forbidden | review, each with the…
evaluate
smart_action
Adjudicate whether a URL's source may be used, and under what conditions.
list
entity_crud
List adjudicated third-party sources with their CURRENT permissibility decision inline — this is the verdict matrix.
read
entity_crud
Read one adjudicated source: the matrix row plus its full origin list (host + optional path prefix, matched longest-prefix-first), its governing…
refresh_terms
smart_action
Re-fetch a source's governing terms documents, re-hash them, and — if any NORMATIVE hash changed — recompute every verdict bound to that source.
permissibility_sources
Operation
Mega-tool
What it does
import
workflow_action
Register a batch of third-party sources for permissibility adjudication, from a staged CSV/XLSX upload or from inline JSON rows, and start the per-source…
import_status
workflow_action
Per-stage progress for one source-import job: counts across registered, discovering, fetching, aligning, evaluated, review and failed, plus the per-row…
permissibility_verdict
Operation
Mega-tool
What it does
explain
smart_action
Return the complete evidence chain behind one permissibility verdict: every per-rule finding with its clause quotes, document anchors, assurance level and…
list
entity_crud
List permissibility verdicts.
read
entity_crud
Read one permissibility verdict with its per-rule findings.
policy
Operation
Mega-tool
What it does
bulk_assign
workflow_action
Bulk-assign policies to users / groups / AI systems
dashboard
report_query
Governance-policy dashboard: counts by state, type, category and enforcement mode
decision_history
report_query
Recent governance decisions with outcome breakdown (optionally scoped to a trace or AI system)
evaluation_log_analytics
report_query
Policy evaluation-log analytics: result distribution, action breakdown, latency, optionally scoped to one AI system
list_conflicts
report_query
List detected policy conflicts (graceful-degrade if model missing)
policy_bundle
Operation
Mega-tool
What it does
create
entity_crud
Create a compiled policy bundle for an AI system
delete
entity_crud
Delete a policy bundle (cache artifact; hard delete is safe)
list
entity_crud
List compiled policy bundles for the org's AI systems
read
entity_crud
Get a single policy bundle by id
update
entity_crud
Update a policy bundle (e.g.
policy_evaluation_log
Operation
Mega-tool
What it does
list
entity_crud
List policy evaluation log entries (append-only audit log)
Training dashboard: course counts and employee-record counts by status (org-scoped).
training_compliance_evidence
Operation
Mega-tool
What it does
create
entity_crud
Create a training compliance evidence record (org-scoped).
delete
entity_crud
Soft-delete a training compliance evidence record (org-scoped).
list
entity_crud
List training compliance evidence records (org-scoped).
read
entity_crud
Read a single training compliance evidence record (org-scoped).
update
entity_crud
Update a training compliance evidence record (org-scoped).
training_course
Operation
Mega-tool
What it does
create
entity_crud
Create a new training course (org-scoped).
delete
entity_crud
Soft-delete a training course (org-scoped).
list
entity_crud
List AI-literacy training courses (org-scoped).
read
entity_crud
Read a single training course (org-scoped).
update
entity_crud
Update an existing training course (org-scoped).
webhook_delivery
Operation
Mega-tool
What it does
list
entity_crud
List webhook delivery attempts (read-only log) with filtering.
read
entity_crud
Read a single webhook delivery attempt.
workflow
Operation
Mega-tool
What it does
workflow_metrics
report_query
Aggregate metrics over the organization's workflow definitions (counts by category, default count, avg completion days)
workflow_definition
Operation
Mega-tool
What it does
create
entity_crud
Create a new assessment workflow definition
delete
entity_crud
Soft-delete a workflow definition
list
entity_crud
List assessment workflow definitions with filtering and pagination
read
entity_crud
Get a single workflow definition with full state/role/config detail
update
entity_crud
Update an existing workflow definition
Parameter schemas and permissions
Parameter schemas and permission codenames are in the full reference — sign in — or call prism_introspect(dimension="capability_search", query="…") with your key.