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Privi Agent Survival & Premium

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83 tools for AI agents: 32 standard, 51 paid security, reliability and business analyzers.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

Score is being calculated.

Available Tools

83 tools
privi_backoff_windowBackoff bounds
Read-only
Inspect

Calculate decorrelated deterministic lower/upper jitter bounds for a retry attempt.

Inputs: attempt (required), cap_ms, base_ms.

privi_batch_planBatch planner
Read-only
Inspect

Split a bounded input into batches without executing external actions.

Inputs: items (required), batch_size (required).

privi_circuit_decideCircuit breaker decision
Read-only
Inspect

Recommend open, half-open or closed from recent failures and elapsed cooldown.

Inputs: failures (required), threshold (required), cooldown_elapsed.

privi_csv_profileCSV column profile
Read-only
Inspect

Profile column names, row count and widths for a small CSV input.

Inputs: csv (required).

privi_dedupe_recordsDeduplicate records
Read-only
Inspect

Deduplicate a small JSON record list by canonical fingerprint.

Inputs: records (required).

privi_dependency_orderTask dependency order
Read-only
Inspect

Topologically sort a bounded set of agent tasks; reject cycles.

Inputs: tasks (required).

privi_error_classifyHTTP error classification
Read-only
Inspect

Classify response status and decide whether a retry might be safe.

Inputs: status (required), method.

privi_expiry_windowTTL expiration
Read-only
Inspect

Return UTC expiration for a supplied timestamp and time-to-live.

Inputs: start_iso (required), ttl_seconds (required).

privi_idempotency_keyIdempotency key
Read-only
Inspect

Generate a stable non-secret key from a namespace and JSON payload.

Inputs: value (required), namespace (required).

privi_json_canonicalCanonical JSON
Read-only
Inspect

Return deterministically sorted JSON and its SHA-256 checksum.

Inputs: value (required).

privi_json_merge_previewJSON merge preview
Read-only
Inspect

Preview a shallow merge and report overwritten keys without mutating inputs.

Inputs: base (required), updates (required).

privi_json_pointerSafe JSON Pointer lookup
Read-only
Inspect

Look up an RFC 6901 path in JSON data without executing code.

Inputs: value (required), pointer (required).

privi_latency_percentilesLatency statistics
Read-only
Inspect

Report min, mean, p50, p90, p95, p99 and max from a supplied latency sample.

Inputs: milliseconds (required).

privi_log_redactRedact log secrets
Read-only
Inspect

Remove common credential, email and phone patterns from a log string (heuristic).

Inputs: text (required).

privi_nonce_generateSecure nonce
Read-only
Inspect

Generate a 128-bit random nonce for request correlation; not an authentication credential.

Inputs: no named parameters.

privi_payload_hashPayload fingerprint
Read-only
Inspect

Hash a canonical JSON payload using SHA-256; not a signature.

Inputs: value (required).

privi_pro_action_chain_appendTamper-evident action chain candidate
Read-only
Inspect

Compute a hash-chained entry; does not store it or sign it. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: action (required), previous_sha256 (required).

privi_pro_action_chain_verifyAction chain integrity check
Read-only
Inspect

Verify a supplied sequence of previous hashes and action payloads. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: entries (required), initial_sha256 (required).

privi_pro_approval_gateHuman approval decision
Read-only
Inspect

Decide if an action exceeds an explicitly supplied human-approval threshold. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: amount (required), approved (required), threshold (required).

privi_pro_auth_session_reviewAgent authentication session review
Read-only
Inspect

Evaluate token expiry and declared scope against a required scope. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: expires_at (required), granted_scopes (required), required_scope (required).

privi_pro_buyer_qualificationB2B lead qualification score
Read-only
Inspect

Score evidence of need, budget, authority and urgency supplied by a salesperson. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: need (required), budget (required), urgency (required), authority (required).

privi_pro_capacity_allocationAgent workforce capacity allocation
Read-only
Inspect

Check whether assigned workloads exceed team capacity. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: agents (required).

privi_pro_churn_sensitivitySubscriber churn scenario
Read-only
Inspect

Simulate retained accounts after a given monthly churn rate. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: months (required), customers (required), monthly_churn_pct (required).

privi_pro_circuit_thresholdUpstream circuit breaker recommendation
Read-only
Inspect

Evaluate whether a failure threshold requires blocking new requests. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: threshold (required), cooldown_elapsed (required), consecutive_failures (required).

privi_pro_contract_obligationsContract obligations gap scan
Read-only
Inspect

Identify missing owners and deadlines in a user-supplied obligation list. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: obligations (required).

privi_pro_control_evidence_gapControl evidence gap report
Read-only
Inspect

Compare required operational controls with current evidence IDs. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: evidences (required), required_controls (required).

privi_pro_csv_column_consistencyCSV field count validation
Read-only
Inspect

Report ragged rows for a parsed CSV matrix. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: rows (required).

privi_pro_data_freshnessData freshness checker
Read-only
Inspect

Measure sample age and flag stale upstream records. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: observed_at (required), maximum_age_minutes (required).

privi_pro_dataset_qualityDataset null-rate quality report
Read-only
Inspect

Compute null and empty field counts over supplied record samples. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: records (required).

privi_pro_delegation_reviewMulti-agent delegation review
Read-only
Inspect

Compare delegated scopes with principal scopes and detect excessive delegation. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: delegate_scopes (required), principal_scopes (required).

privi_pro_dependency_availabilityDependency health rollup
Read-only
Inspect

Summarize critical upstream health in a dependency graph. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: dependencies (required).

privi_pro_dependency_dagAgent workflow DAG validator
Read-only
Inspect

Find safe topological task order and reject cyclic dependencies. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: tasks (required).

privi_pro_deployment_canaryCanary deployment guard
Read-only
Inspect

Compare error and latency metrics of canary versus baseline. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: canary_p95_ms (required), baseline_p95_ms (required), canary_error_pct (required), baseline_error_pct (required), +1 more.

privi_pro_duplicate_eventsEvent deduplication audit
Read-only
Inspect

Count duplicate event IDs across a bounded input window. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: ids (required).

privi_pro_error_budgetSLO error-budget balance
Read-only
Inspect

Compute remaining failures allowed under a supplied SLO. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: failed (required), slo_pct (required), requests (required).

privi_pro_event_order_integrityEvent ordering health
Read-only
Inspect

Detect non-monotonic sequence numbers and gaps in a supplied event stream. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: sequences (required).

privi_pro_incident_priorityIncident priority triage
Read-only
Inspect

Compute preliminary incident severity from impact, urgency and data exposure flags. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: impacted_users (required), duration_minutes (required), sensitive_data_exposed (required).

privi_pro_incident_timelineIncident event chronology
Read-only
Inspect

Sort supplied incident events by time and identify missing timestamps. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: events (required).

privi_pro_invoice_reconciliationInvoice item reconciliation
Read-only
Inspect

Calculate expected versus paid amount for an invoice without moving money. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: paid_cents (required), expected_cents (required).

privi_pro_json_schema_minimalJSON contract type validator
Read-only
Inspect

Check required fields and simple field types against a declared object contract. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: types (required), value (required), required (required).

privi_pro_latency_sloTail latency SLO evaluation
Read-only
Inspect

Compute p50, p95, p99 from supplied milliseconds and compare target. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: samples_ms (required), p95_target_ms (required).

privi_pro_manifest_diffAgent tool manifest change review
Read-only
Inspect

Compare tool names across two manifests and flag additions and removals. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: after (required), before (required).

privi_pro_manifest_fingerprintAgent tool manifest fingerprint
Read-only
Inspect

Canonical SHA-256 fingerprint of a permitted tool manifest. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: tools (required).

privi_pro_model_cost_estimateLLM token cost simulator
Read-only
Inspect

Calculate provider-agnostic model cost from provided token rates. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: input_tokens (required), output_tokens (required), input_rate_million (required), output_rate_million (required).

privi_prompt_riskPrompt-injection signals
Read-only
Inspect

Flag common prompt-injection or data-exfiltration phrases without claiming comprehensive protection.

Inputs: text (required).

privi_pro_nonce_replay_windowReplay nonce risk analysis
Read-only
Inspect

Detect repeated nonce values within a supplied bounded event window. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: nonces (required).

privi_pro_payload_field_auditSensitive field name audit
Read-only
Inspect

Flag sensitive-looking keys in a nested payload without returning values. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: payload (required).

privi_pro_pii_presencePotential PII exposure detector
Read-only
Inspect

Count email, telephone and Social Security number patterns without revealing matches. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: text (required).

privi_pro_policy_coveragePolicy control coverage
Read-only
Inspect

Calculate which required policy controls have no evidence. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: required (required), evidenced (required).

privi_pro_pricing_tier_fitPlan fit simulator
Read-only
Inspect

Recommend a plan based on estimated call volume from user-provided tiers. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: tiers (required), monthly_calls (required).

privi_pro_procurement_scorecardVendor procurement comparison
Read-only
Inspect

Rank candidate vendors from supplied cost, security and reliability scores. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: vendors (required).

privi_pro_project_priority_matrixAgent project work prioritization
Read-only
Inspect

Score tasks using supplied reach, impact, confidence and effort values. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: tasks (required).

privi_pro_quota_burn_rateQuota exhaustion predictor
Read-only
Inspect

Estimate when prepaid API credits will be exhausted at a known daily burn. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: daily_usage (required), remaining_credits (required).

privi_pro_release_readinessDeployment release gate
Read-only
Inspect

Evaluate explicitly supplied release controls before a production release. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: checks (required).

privi_pro_response_status_mixHTTP status distribution
Read-only
Inspect

Classify sampled HTTP statuses by success, client and server errors. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: statuses (required).

privi_pro_retention_scheduleData retention expiry calculator
Read-only
Inspect

Compute policy-based expiration dates from a creation time and TTL. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: created_at (required), retention_days (required).

privi_pro_retry_riskRetry safety assessor
Read-only
Inspect

Assess automatic retries for a request method, status and idempotency key. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: method (required), status (required), idempotency_key.

privi_pro_revenue_forecastRevenue scenario model
Read-only
Inspect

Estimate gross monthly revenue from prospective customers and conversion. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: leads (required), conversion_pct (required), average_order_usd (required).

privi_pro_run_health_summaryAgent run outcome analysis
Read-only
Inspect

Aggregate completed agent task statuses and elapsed time. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: runs (required).

privi_pro_schema_version_diffSchema version change detector
Read-only
Inspect

Compare declared field types between two schema versions. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: after (required), before (required).

privi_pro_scope_excessAgent permission excess audit
Read-only
Inspect

Identify requested privileges absent from an allowed least-privilege policy. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: allowed (required), requested (required).

privi_pro_stripe_fee_scenarioPayment processing fee scenario
Read-only
Inspect

Estimate merchant fees from explicitly supplied fixed and percentage assumptions. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: rate_pct (required), amount_usd (required), fixed_fee_usd (required).

privi_pro_support_slaCustomer support response SLA
Read-only
Inspect

Calculate whether a first response met the assigned response window. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: opened_at (required), target_minutes (required), first_response_at (required).

privi_pro_unit_marginAPI product unit economics
Read-only
Inspect

Calculate gross margin for a paid API operation from price and direct cost. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: price_usd (required), direct_cost_usd (required).

privi_pro_uptime_sloMeasured uptime against target SLO
Read-only
Inspect

Calculate availability error budget and breaches from uptime probes. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: total (required), healthy (required), target_pct (required).

privi_pro_usage_cost_breakdownAPI cost by tool usage
Read-only
Inspect

Estimate costs from caller-supplied per-tool quantities and USD prices. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: items (required).

privi_pro_usdc_minor_unitsBase USDC amount conversion
Read-only
Inspect

Convert an exact decimal USDC string to 6-decimal atomic units; does not transfer funds. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: usd (required).

privi_pro_vendor_riskVendor security intake
Read-only
Inspect

Score a vendor using supplied security attestation and service risk indicators. PAID ONLY: 5 prepaid credits; production billing required.

Inputs: has_incident_plan (required), has_security_review (required), handles_sensitive_data (required).

privi_quota_remainingQuota calculator
Read-only
Inspect

Calculate remaining agent API quota and utilization.

Inputs: used (required), quota (required).

privi_rate_budgetRate capacity
Read-only
Inspect

Compute remaining requests in a fixed rate window.

Inputs: used (required), limit (required), window_seconds.

privi_receipt_hashLocal receipt hash
Read-only
Inspect

Create a non-signed hash receipt of agent, action and supplied payload.

Inputs: actor (required), action (required), payload (required).

privi_receipt_verifyVerify local receipt hash
Read-only
Inspect

Recompute an unsigned receipt fingerprint; this cannot attest execution or authorship.

Inputs: actor (required), action (required), payload (required), receipt_sha256 (required).

privi_retry_scheduleRetry schedule
Read-only
Inspect

Generate a bounded exponential retry plan for transient failures.

Inputs: attempts (required), max_ms, initial_ms.

privi_scope_checkLeast-privilege scope check
Read-only
Inspect

Compare requested agent permissions against an allowlist and denylist.

Inputs: allowed (required), requested (required), denied.

privi_secret_scanSecret pattern scan
Read-only
Inspect

Detect likely embedded tokens and private keys without returning their values.

Inputs: text (required).

privi_slo_budgetSLO error budget
Read-only
Inspect

Calculate allowed failures and remaining error budget from SLO and request counts.

Inputs: failures (required), requests (required), slo_percent (required).

privi_time_nowUTC time
Read-only
Inspect

Return UTC timestamp, date and unix epoch from the server clock.

Inputs: no named parameters.

privi_timeout_budgetTimeout allocation
Read-only
Inspect

Divide a total deadline into connection, response and processing budgets.

Inputs: total_ms (required), connect_share.

privi_token_costAI token cost estimator
Read-only
Inspect

Estimate cost using explicitly supplied token quantities and per-million rates; no provider pricing assumed.

Inputs: input_tokens (required), output_tokens (required), input_usd_per_million (required), output_usd_per_million (required).

privi_tool_schema_checkMCP tool schema check
Read-only
Inspect

Validate basic MCP tool name, description and JSON inputSchema shape.

Inputs: tool (required).

privi_traceparentW3C trace context
Read-only
Inspect

Generate an independent W3C traceparent for correlating distributed agent requests.

Inputs: no named parameters.

privi_uptime_calculateUptime percentage
Read-only
Inspect

Calculate availability from successful and attempted health probes.

Inputs: total (required), successful (required).

privi_url_safetyURL checks
Read-only
Inspect

Check scheme, embedded credentials and hostname allowlist without fetching external URLs.

Inputs: url (required), allowed_hosts.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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