> ## Documentation Index > Fetch the complete documentation index at: https://aisa.one/docs/llms.txt > Use this file to discover all available pages before exploring further. > ## Agent Instructions > - Base URLs: models `https://api.aisa.one/v1` (Gemini GenerateContent: `https://api.aisa.one/v1beta`); data APIs `https://api.aisa.one/apis/v1`. The `servers` of each operation in https://aisa.one/openapi.yaml is authoritative. > - Auth: `Authorization: Bearer $AISA_API_KEY`. Never print, log, or commit the key. > - MCP (preferred for agents): `https://mcp.aisa.one/mcp`, signed in with OAuth, so there is no key to paste. > - Agent Skill: `npx skills add AIsa-team/agent-skills --skill aisa`. Fallback with the AIsa CLI: `aisa skills install aisa`. > - Spending: docs, https://aisa.one/models, https://aisa.one/api, `/v1/models`, and MCP `search`, `list_categories`, `get_details`, `batch_quote`, and the `account` operation are free. Quote the exact calls before running them (MCP `batch_quote`, CLI `aisa quote --json`). If the quote reports `auto_execute_eligible: true`, run it unless the user set a tighter limit or asked only for a quote. Otherwise, tell the user in one message the planned calls, the quoted price, and a total USD budget for the task, then wait for approval. Direct HTTP calls follow the stricter rule at https://aisa.one/docs/get-started/cli.md#direct-http-fallback. Do not make paid calls to test availability. Full rule: https://aisa.one/llms.txt # List Monitor Events > List events for a monitor, newest first. Pass event_group_id to narrow results to a single execution. Use next_cursor for pagination. Set include_completions=true to include no-change executions. Published reference price: $0.012 USD per successful request. Account-specific pricing and final settlement may differ. ## Request contract * **Method and path:** GET /apis/v1/parallel/monitors/\{monitor\_id}/events * **Availability:** enabled * **Request URL template:** [https://api.aisa.one/apis/v1/parallel/monitors/\{monitor\_id\}/events](https://api.aisa.one/apis/v1/parallel/monitors/\{monitor\_id\}/events) * **monitor\_id:** path; required * **cursor:** query; optional * **event\_group\_id:** query; optional * **include\_completions:** query; optional * **limit:** query; optional * **Runtime facts:** 5d413ff65ac53e696e28c5a12c4dbbb99e94b7667cbafba2e2c6b9da9156a731 [Complete OpenAPI definition](https://aisa.one/docs/openapi/parallel.ai.json) Effective request and pricing declaration (including authentication and referenced schemas): ```json theme={null} { "operationId": "any_parallel_ai_apis_v1_parallel_monitors_monitor_c3a273", "method": "GET", "path": "/apis/v1/parallel/monitors/{monitor_id}/events", "servers": [ { "url": "https://api.aisa.one" } ], "parameters": [ { "in": "path", "name": "monitor_id", "required": true, "schema": { "title": "Monitor Id", "type": "string" } }, { "description": "Pass `next_cursor` from a previous response to retrieve more events.", "in": "query", "name": "cursor", "required": false, "schema": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "description": "Pass `next_cursor` from a previous response to retrieve more events.", "title": "Cursor" } }, { "description": "Filter to a single execution. Values come from `event_group_id` in webhook events and listed events. Pagination params are ignored when set.", "in": "query", "name": "event_group_id", "required": false, "schema": { "anyOf": [ { "type": "string" }, { "type": "null" } ], "description": "Filter to a single execution. Values come from `event_group_id` in webhook events and listed events. Pagination params are ignored when set.", "title": "Event Group Id" } }, { "description": "When true, include completion events for executions that ran but detected no material changes. Useful for auditing execution history.", "in": "query", "name": "include_completions", "required": false, "schema": { "default": false, "description": "When true, include completion events for executions that ran but detected no material changes. Useful for auditing execution history.", "title": "Include Completions", "type": "boolean" } }, { "description": "Maximum number of events to return. Defaults to 20. Between 1 and 100.", "in": "query", "name": "limit", "required": false, "schema": { "anyOf": [ { "maximum": 100, "minimum": 1, "type": "integer" }, { "type": "null" } ], "description": "Maximum number of events to return. Defaults to 20. Between 1 and 100.", "title": "Limit" } } ], "security": [ { "bearerAuth": [] } ], "x-aisa-status": "enabled", "x-aisa-pricing": { "cost_contract": "explicit_zero", "customer_pricing": "fixed_success", "default_request_estimate_usd": 0.012, "estimate_source": "profile_seed", "evidence_source": "request_snapshot" }, "components": { "securitySchemes": { "bearerAuth": { "scheme": "bearer", "type": "http" } } } } ``` ## Cost and request rules Published reference price: \$0.012 USD per successful request. Account-specific pricing and final settlement may differ. Published reference values are not an account-specific quote or a settled charge. For endpoints supporting X-AISA-Cost-Mode: quote, obtain a free quote for your exact request before execution; reconcile the settled cost with response metadata and Usage Logs. USD amounts use 1,000,000 integer micro-USD per dollar. * **Default request reference estimate (USD):** 0.012 * **Cost contract:** explicit\_zero * **Settlement evidence source:** request\_snapshot ## OpenAPI ````yaml openapi/parallel.ai.json GET /apis/v1/parallel/monitors/{monitor_id}/events openapi: 3.1.0 info: description: '' title: Parallel.ai version: '1' x-aisa-capabilities: idempotency: Idempotency-Key max_price: X-AISA-Max-Price-USD quote: header: X-AISA-Cost-Mode value: quote x-aisa-catalogs: parallel.ai: description: '' title: Parallel.ai x-aisa-capabilities: idempotency: Idempotency-Key max_price: X-AISA-Max-Price-USD quote: header: X-AISA-Cost-Mode value: quote x-aisa-document: facts_hash: 5d413ff65ac53e696e28c5a12c4dbbb99e94b7667cbafba2e2c6b9da9156a731 generator_version: '3' protocol_version: '1' schema_version: '1' x-aisa-plans: builder: 1 display_plan: payg payg: 1 similarweb_payg: 1 team: 1 version: e70a0959cd1b93b84ae16dffd7a538273ddb9c1d46277b82823c37ff1b6bc0fb x-aisa-configured-paths: - /apis/v1/parallel/chat/completions - /apis/v1/parallel/extract - /apis/v1/parallel/findall/ingest - /apis/v1/parallel/findall/runs/{findall_id} - /apis/v1/parallel/findall/runs/{findall_id}/cancel - /apis/v1/parallel/findall/runs/{findall_id}/events - /apis/v1/parallel/findall/runs/{findall_id}/result - /apis/v1/parallel/findall/runs/{findall_id}/schema - /apis/v1/parallel/monitors/{monitor_id} - /apis/v1/parallel/monitors/{monitor_id}/cancel - /apis/v1/parallel/monitors/{monitor_id}/events - /apis/v1/parallel/monitors/{monitor_id}/update - /apis/v1/parallel/tasks/groups - /apis/v1/parallel/tasks/groups/{taskgroup_id} - /apis/v1/parallel/tasks/groups/{taskgroup_id}/events - /apis/v1/parallel/tasks/groups/{taskgroup_id}/runs/{run_id} - /apis/v1/parallel/tasks/runs/{run_id} - /apis/v1/parallel/tasks/runs/{run_id}/events - /apis/v1/parallel/tasks/runs/{run_id}/input - /apis/v1/parallel/tasks/runs/{run_id}/result - /apis/v1/parallel/v1beta/tasks/runs/{run_id}/events x-aisa-document: composer_version: '20' document_hash: sha256:faf7bdc612cf28356fbb13a4aafcba6664c0f5f6176fe3ef56b5c4d887f62c03 facts_hash: 5d413ff65ac53e696e28c5a12c4dbbb99e94b7667cbafba2e2c6b9da9156a731 generator_version: '3' protocol_version: '1' response_pending: [] schema_version: '1' x-aisa-plans: builder: 1 display_plan: payg payg: 1 similarweb_payg: 1 team: 1 version: e70a0959cd1b93b84ae16dffd7a538273ddb9c1d46277b82823c37ff1b6bc0fb x-aisa-provider: parallel.ai servers: - url: https://api.aisa.one security: - bearerAuth: [] paths: /apis/v1/parallel/monitors/{monitor_id}/events: get: tags: - default summary: List Monitor Events description: >- List events for a monitor, newest first. Pass event_group_id to narrow results to a single execution. Use next_cursor for pagination. Set include_completions=true to include no-change executions. Published reference price: $0.012 USD per successful request. Account-specific pricing and final settlement may differ. operationId: any_parallel_ai_apis_v1_parallel_monitors_monitor_c3a273 parameters: - in: path name: monitor_id required: true schema: title: Monitor Id type: string - description: Pass `next_cursor` from a previous response to retrieve more events. in: query name: cursor required: false schema: anyOf: - type: string - type: 'null' description: >- Pass `next_cursor` from a previous response to retrieve more events. title: Cursor - description: >- Filter to a single execution. Values come from `event_group_id` in webhook events and listed events. Pagination params are ignored when set. in: query name: event_group_id required: false schema: anyOf: - type: string - type: 'null' description: >- Filter to a single execution. Values come from `event_group_id` in webhook events and listed events. Pagination params are ignored when set. title: Event Group Id - description: >- When true, include completion events for executions that ran but detected no material changes. Useful for auditing execution history. in: query name: include_completions required: false schema: default: false description: >- When true, include completion events for executions that ran but detected no material changes. Useful for auditing execution history. title: Include Completions type: boolean - description: >- Maximum number of events to return. Defaults to 20. Between 1 and 100. in: query name: limit required: false schema: anyOf: - maximum: 100 minimum: 1 type: integer - type: 'null' description: >- Maximum number of events to return. Defaults to 20. Between 1 and 100. title: Limit responses: '200': content: application/json: schema: $ref: >- #/components/schemas/ResponseB67C75A8Feba_PaginatedMonitorEvents description: Monitor events retrieved successfully. default: content: application/json: schema: {} description: >- Error response; upstream passthrough responses may use provider formats components: schemas: ResponseB67C75A8Feba_PaginatedMonitorEvents: description: Paginated list of monitor events, newest first. properties: events: description: Monitor events returned by this request, ordered newest first. items: discriminator: mapping: completion: >- #/components/schemas/ResponseB67C75A8Feba_MonitorCompletionEvent error: '#/components/schemas/ResponseB67C75A8Feba_MonitorErrorEvent' event_stream: >- #/components/schemas/ResponseB67C75A8Feba_MonitorEventStreamEvent snapshot: '#/components/schemas/ResponseB67C75A8Feba_MonitorSnapshotEvent' propertyName: event_type oneOf: - $ref: >- #/components/schemas/ResponseB67C75A8Feba_MonitorEventStreamEvent - $ref: '#/components/schemas/ResponseB67C75A8Feba_MonitorSnapshotEvent' - $ref: >- #/components/schemas/ResponseB67C75A8Feba_MonitorCompletionEvent - $ref: '#/components/schemas/ResponseB67C75A8Feba_MonitorErrorEvent' title: Events type: array next_cursor: anyOf: - type: string - type: 'null' description: >- Pass as `cursor` to retrieve more events. Absent when there are no more events. title: Next Cursor warnings: anyOf: - items: $ref: '#/components/schemas/ResponseB67C75A8Feba_Warning' type: array - type: 'null' description: Execution caveats for this page of events, e.g. compute limits. title: Warnings required: - events title: PaginatedMonitorEvents type: object ResponseB67C75A8Feba_MonitorCompletionEvent: description: >- Emitted when a monitor execution ran but detected no material changes. Only returned when `include_completions=true` is passed to the list events endpoint. Useful for auditing execution history alongside content events. properties: event_type: const: completion default: completion description: Discriminant for the completion event variant. enum: - completion title: Event Type type: string timestamp: description: >- Timestamp of when the monitor execution completed, as an RFC 3339 string. examples: - '2025-01-15T10:30:00Z' format: date-time title: Timestamp type: string required: - timestamp title: MonitorCompletionEvent type: object ResponseB67C75A8Feba_MonitorErrorEvent: description: |- Emitted when a monitor execution failed (e.g. payment or quota error). Always included in the events list regardless of `include_completions`. properties: error_message: description: Human-readable description of the failure. title: Error Message type: string event_type: const: error default: error description: Discriminant for the error event variant. enum: - error title: Event Type type: string timestamp: description: >- Timestamp of when the monitor execution failed, as an RFC 3339 string. examples: - '2025-01-15T10:30:00Z' format: date-time title: Timestamp type: string required: - error_message - timestamp title: MonitorErrorEvent type: object ResponseB67C75A8Feba_MonitorEventStreamEvent: description: |- Append-only event from an event_stream monitor. Each event represents a distinct material change detected since the previous execution. Events are net-new relative to the cursor; clients should treat them as an append-only log. properties: event_date: anyOf: - type: string - type: 'null' description: >- Date when this event was produced. ISO 8601 date (YYYY-MM-DD) or partial (YYYY-MM or YYYY). examples: - '2026-04-07' title: Event Date event_group_id: description: ID of the event group that owns this event. title: Event Group Id type: string event_id: description: >- Stable identifier for this event. Safe to use for client-side deduplication across pagination and retries. title: Event Id type: string event_type: const: event_stream default: event_stream description: Discriminant for the event_stream event variant. enum: - event_stream title: Event Type type: string output: description: Text or JSON output describing the detected change. discriminator: mapping: json: '#/components/schemas/ResponseB67C75A8Feba_TaskRunJsonOutput' text: '#/components/schemas/ResponseB67C75A8Feba_TaskRunTextOutput' propertyName: type oneOf: - $ref: '#/components/schemas/ResponseB67C75A8Feba_TaskRunTextOutput' - $ref: '#/components/schemas/ResponseB67C75A8Feba_TaskRunJsonOutput' title: Output required: - event_id - event_group_id - event_date - output title: MonitorEventStreamEvent type: object ResponseB67C75A8Feba_MonitorSnapshotEvent: description: >- Snapshot diff event emitted when a monitored task run's output changes. `changed_output` contains only the fields that changed since the previous execution, along with their `basis` (reasoning + citations). `previous_output` holds the complete output from the prior run for comparison. properties: changed_output: description: >- Partial output containing only the fields that changed since the previous execution, each with its `basis` (reasoning and citations). discriminator: mapping: json: '#/components/schemas/ResponseB67C75A8Feba_TaskRunJsonOutput' text: '#/components/schemas/ResponseB67C75A8Feba_TaskRunTextOutput' propertyName: type oneOf: - $ref: '#/components/schemas/ResponseB67C75A8Feba_TaskRunTextOutput' - $ref: '#/components/schemas/ResponseB67C75A8Feba_TaskRunJsonOutput' title: Changed Output event_date: anyOf: - type: string - type: 'null' description: >- Date when this event was produced. ISO 8601 date (YYYY-MM-DD) or partial (YYYY-MM or YYYY). examples: - '2026-04-07' title: Event Date event_group_id: description: ID of the event group that owns this event. title: Event Group Id type: string event_id: description: >- Stable identifier for this event. Safe to use for client-side deduplication across pagination and retries. title: Event Id type: string event_type: const: snapshot default: snapshot description: Discriminant for the snapshot event variant. enum: - snapshot title: Event Type type: string previous_output: description: The full output from the prior run, including all fields and basis. discriminator: mapping: json: '#/components/schemas/ResponseB67C75A8Feba_TaskRunJsonOutput' text: '#/components/schemas/ResponseB67C75A8Feba_TaskRunTextOutput' propertyName: type oneOf: - $ref: '#/components/schemas/ResponseB67C75A8Feba_TaskRunTextOutput' - $ref: '#/components/schemas/ResponseB67C75A8Feba_TaskRunJsonOutput' title: Previous Output required: - event_id - event_group_id - event_date - changed_output - previous_output title: MonitorSnapshotEvent type: object ResponseB67C75A8Feba_Warning: description: Human-readable message for a task. properties: detail: anyOf: - additionalProperties: true type: object - type: 'null' description: Optional detail supporting the warning. title: Detail message: description: Human-readable message. title: Message type: string type: description: >- Type of warning. Note that adding new warning types is considered a backward-compatible change. enum: - spec_validation_warning - input_validation_warning - warning examples: - spec_validation_warning - input_validation_warning title: Type type: string required: - type - message title: Warning type: object ResponseB67C75A8Feba_TaskRunJsonOutput: description: Output from a task that returns JSON. properties: basis: description: >- Basis for each top-level field in the JSON output. List fields also include per-element entries with dot-delimited indexes, such as `key_executives.0`. items: $ref: '#/components/schemas/ResponseB67C75A8Feba_FieldBasis' title: Basis type: array beta_fields: anyOf: - additionalProperties: true type: object - type: 'null' deprecated: true description: >- Deprecated. mcp-server-2025-07-17 is now included directly in the output (e.g. mcp_tool_calls). title: Beta Fields content: additionalProperties: true description: >- Output from the task as a native JSON object, as determined by the output schema of the task spec. title: Content type: object mcp_tool_calls: anyOf: - items: $ref: '#/components/schemas/ResponseB67C75A8Feba_McpToolCall' type: array - type: 'null' description: MCP tool calls made by the task. title: Mcp Tool Calls output_schema: anyOf: - additionalProperties: true type: object - type: 'null' description: >- Output schema for the Task Run. Populated only if the task was executed with an auto schema. title: Output Schema type: const: json description: >- The type of output being returned, as determined by the output schema of the task spec. title: Type type: string required: - basis - type - content title: TaskRunJsonOutput type: object ResponseB67C75A8Feba_TaskRunTextOutput: description: Output from a task that returns text. properties: basis: description: Basis for the output. The basis has a single field 'output'. items: $ref: '#/components/schemas/ResponseB67C75A8Feba_FieldBasis' title: Basis type: array beta_fields: anyOf: - additionalProperties: true type: object - type: 'null' deprecated: true description: >- Deprecated. mcp-server-2025-07-17 is now included directly in the output (e.g. mcp_tool_calls). title: Beta Fields content: description: Text output from the task. title: Content type: string mcp_tool_calls: anyOf: - items: $ref: '#/components/schemas/ResponseB67C75A8Feba_McpToolCall' type: array - type: 'null' description: MCP tool calls made by the task. title: Mcp Tool Calls type: const: text description: >- The type of output being returned, as determined by the output schema of the task spec. title: Type type: string required: - basis - type - content title: TaskRunTextOutput type: object ResponseB67C75A8Feba_FieldBasis: description: Citations and reasoning supporting one field of a task output. properties: citations: default: [] description: List of citations supporting the output field. items: $ref: '#/components/schemas/ResponseB67C75A8Feba_Citation' title: Citations type: array confidence: anyOf: - type: string - type: 'null' default: null description: >- Confidence level for the output field. Only certain processors provide confidence levels. examples: - low - medium - high title: Confidence field: description: Name of the output field. title: Field type: string reasoning: description: Reasoning for the output field. title: Reasoning type: string required: - field - reasoning title: FieldBasis type: object ResponseB67C75A8Feba_McpToolCall: description: Result of an MCP tool call. properties: arguments: description: Arguments used to call the MCP tool. title: Arguments type: string content: anyOf: - type: string - type: 'null' description: Output received from the tool call, if successful. title: Content error: anyOf: - type: string - type: 'null' description: Error message if the tool call failed. title: Error server_name: description: Name of the MCP server. title: Server Name type: string tool_call_id: description: Identifier for the tool call. title: Tool Call ID type: string tool_name: description: Name of the tool being called. title: Tool Name type: string required: - tool_call_id - server_name - tool_name - arguments title: McpToolCall type: object ResponseB67C75A8Feba_Citation: description: A citation for a task output. properties: excerpts: anyOf: - items: type: string type: array - type: 'null' default: null description: >- Excerpts from the citation supporting the output. Only certain processors provide excerpts. title: Excerpts title: anyOf: - type: string - type: 'null' default: null description: Title of the citation. title: Title url: description: URL of the citation. title: Url type: string required: - url title: Citation type: object securitySchemes: bearerAuth: scheme: bearer type: http ```` This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.