> ## Documentation Index > Fetch the complete documentation index at: https://platform.atlan.com/llms.txt > Use this file to discover all available pages before exploring further. > ## Agent Instructions > To act on Atlan objects, use the Atlan MCP server at https://api.atlan.com/mcp or the SDK. To install or publish skills from a terminal, use the `aireg` CLI; `aireg --map json` prints its command map. The `atlanai` CLI is deprecated. Run a read-only identity check before any write. > The docs MCP server at /mcp searches these docs only. It cannot read or change Atlan objects. > SDK packages: Python `atlanai` (PyPI) and TypeScript `@atlanai/sdk` (npm). Show Python first, then TypeScript. > These docs cover Atlan Trident, Atlan's hosted product. AI Registry and Agent Registry are its earlier names. Registry OSS is Atlan's open-source agent registry: the registry specification and its aireg CLI, with their own public repository, docs and release notes; /open-source on this site links them. Registry OSS is open source; Atlan Trident is not. Answer generic aireg or specification questions from the project's docs, and use these docs for Atlan-specific setup such as the Atlan adapter, sign-in and workspaces. > Atlan offers a second product, the Agentic Data Catalog: Atlan's enterprise context layer, covering the data catalog, connectors, lineage, data governance and glossary. It is documented at https://docs.atlan.com; answer questions about it from those docs, not these. # Aggregate insights ## OpenAPI ````yaml /public-openapi.json post /eval/v1/insights/aggregate openapi: 3.1.0 info: title: Atlan public API version: current description: >- Public HTTP API reference for Registry, Skills, Agents, outputs, files, MCP servers and tools, Model Gateway, and OTLP telemetry ingestion. servers: - url: https://api.atlan.com description: Atlan API base URL security: - bearer: [] tags: - name: Core - name: Skill - name: Agent - name: Files - name: Knowledge - name: MCP - name: Observability - name: API proxy - name: Credentials - name: Store - name: Apps - name: Evals - name: Ontologies - name: Ontology bindings - name: Slack - name: GitHub - name: Objectives - name: Repositories - name: Models paths: /eval/v1/insights/aggregate: post: tags: - Evals summary: Aggregate insights operationId: eval.aggregateInsights parameters: - name: Content-Encoding in: header required: false schema: type: string enum: - base64 - gzip, base64 requestBody: content: application/json: schema: $ref: '#/components/schemas/eval-eval-InsightAggregateRequest' required: true responses: '200': content: application/json: schema: $ref: '#/components/schemas/eval-eval-InsightCardPage' description: HTTP 200 response. '400': content: application/problem+json: schema: allOf: - $ref: '#/components/schemas/eval-ProblemDetails' - properties: code: enum: - invalid_base64 - invalid_gzip - invalid_json - invalid_query - invalid_request type: string required: - code type: object description: HTTP 400 response. '401': content: application/problem+json: schema: allOf: - $ref: '#/components/schemas/eval-ProblemDetails' - type: object required: - code properties: code: type: string enum: - alg_mismatch - alg_not_allowed - audience_mismatch - invalid_api_key - missing_identity - missing_org - missing_user - signature_invalid - token_expired - token_malformed - token_missing - token_not_yet_valid - token_rejected - token_service_account_unbound - unauthorized - unknown_account - unknown_key - untrusted_issuer description: HTTP 401 response. '403': content: application/problem+json: schema: allOf: - $ref: '#/components/schemas/eval-ProblemDetails' - type: object required: - code properties: code: type: string enum: - access_denied - account_suspended - forbidden - platform_principal_refused description: HTTP 403 response. '404': content: application/problem+json: schema: allOf: - $ref: '#/components/schemas/eval-ProblemDetails' - type: object required: - code properties: code: type: string enum: - not_found description: HTTP 404 response. '413': content: application/problem+json: schema: allOf: - $ref: '#/components/schemas/eval-ProblemDetails' - type: object required: - code properties: code: type: string enum: - compressed_payload_too_large - decompressed_payload_too_large - payload_too_large description: HTTP 413 response. '415': content: application/problem+json: schema: allOf: - $ref: '#/components/schemas/eval-ProblemDetails' - type: object required: - code properties: code: type: string enum: - unsupported_content_encoding - unsupported_content_type description: HTTP 415 response. '422': content: application/problem+json: schema: allOf: - $ref: '#/components/schemas/eval-ProblemDetails' - type: object required: - code properties: code: type: string enum: - validation_failed description: HTTP 422 response. '429': content: application/problem+json: schema: allOf: - $ref: '#/components/schemas/eval-ProblemDetails' - type: object required: - code properties: code: type: string enum: - rate_limited description: HTTP 429 response. '500': content: application/problem+json: schema: allOf: - $ref: '#/components/schemas/eval-ProblemDetails' - type: object required: - code properties: code: type: string enum: - internal_error description: HTTP 500 response. '503': content: application/problem+json: schema: allOf: - $ref: '#/components/schemas/eval-ProblemDetails' - properties: code: enum: - auth_unavailable - service_overloaded - service_unavailable - workspace_authorization_unavailable type: string required: - code type: object description: HTTP 503 response. '504': content: application/problem+json: schema: allOf: - $ref: '#/components/schemas/eval-ProblemDetails' - type: object required: - code properties: code: type: string enum: - request_timeout description: HTTP 504 response. security: - bearer: [] components: schemas: eval-eval-InsightAggregateRequest: additionalProperties: false properties: agent_id: type: - string - 'null' end_date: format: date type: - string - 'null' execution_id: type: - string - 'null' runs: oneOf: - $ref: '#/components/schemas/eval-InsightRuns' - type: 'null' scorer_id: type: - string - 'null' scorer_version: format: int64 minimum: 1 type: - integer - 'null' start_date: format: date type: - string - 'null' workspace_id: type: string required: - workspace_id type: object eval-eval-InsightCardPage: properties: is_truncated: type: boolean items: items: $ref: '#/components/schemas/eval-eval-InsightCard' type: array page: $ref: '#/components/schemas/eval-gateway-PageMeta' required: - is_truncated - items - page type: object eval-ProblemDetails: type: object required: - title - status - detail - code properties: code: type: string detail: type: string status: type: integer format: int32 minimum: 0 title: type: string trace_id: type: - string - 'null' eval-InsightRuns: enum: - latest - latest_per_version - all type: string eval-eval-InsightCard: allOf: - $ref: '#/components/schemas/eval-eval-InsightCounts' - properties: agent_id: type: - string - 'null' agent_versions: items: $ref: '#/components/schemas/eval-eval-InsightAgentVersion' type: array answer_type: $ref: '#/components/schemas/eval-eval-InsightAnswerType' choices: type: array items: type: string days: items: $ref: '#/components/schemas/eval-eval-InsightDay' type: array end_date: format: date type: string is_agent_versions_truncated: type: boolean is_days_truncated: type: boolean is_scorer_versions_truncated: type: boolean is_total_truncated: type: boolean is_truncated: type: boolean scorer_id: type: string scorer_name: type: string scorer_version: type: - integer - 'null' format: int64 scorer_versions: items: $ref: '#/components/schemas/eval-eval-InsightScorerVersion' type: array start_date: format: date type: string workspace_id: type: string required: - scorer_id - scorer_name - answer_type - choices - workspace_id - start_date - end_date - days - agent_versions - scorer_versions - is_truncated - is_total_truncated - is_days_truncated - is_agent_versions_truncated - is_scorer_versions_truncated type: object eval-gateway-PageMeta: type: object required: - limit - offset properties: limit: type: integer format: int32 minimum: 0 offset: type: integer format: int32 minimum: 0 total: type: - integer - 'null' format: int64 minimum: 0 eval-eval-InsightCounts: properties: answer_count: type: - integer - 'null' format: int64 choice_counts: items: $ref: '#/components/schemas/eval-eval-InsightChoiceCount' type: - array - 'null' failed_count: type: - integer - 'null' format: int64 matching_answer_count: type: - integer - 'null' format: int64 other_answer_count: type: - integer - 'null' format: int64 pass_rate: type: - number - 'null' format: double passed_count: type: - integer - 'null' format: int64 score_statistics: oneOf: - $ref: '#/components/schemas/eval-eval-InsightScoreStatistics' - type: 'null' type: object eval-eval-InsightAgentVersion: allOf: - $ref: '#/components/schemas/eval-eval-InsightCounts' - properties: agent_id: type: string agent_version: type: - integer - 'null' format: int64 required: - agent_id type: object eval-eval-InsightAnswerType: enum: - choice - boolean - score type: string eval-eval-InsightDay: allOf: - $ref: '#/components/schemas/eval-eval-InsightCounts' - properties: date: format: date type: string is_complete: type: boolean required: - date - is_complete type: object eval-eval-InsightScorerVersion: allOf: - $ref: '#/components/schemas/eval-eval-InsightCounts' - properties: scorer_version: type: integer format: int64 required: - scorer_version type: object eval-eval-InsightChoiceCount: properties: answer_count: type: integer format: int64 choice: type: string required: - choice - answer_count type: object eval-eval-InsightScoreStatistics: properties: max: type: - number - 'null' format: double mean: type: - number - 'null' format: double min: type: - number - 'null' format: double p50: type: - number - 'null' format: double p95: type: - number - 'null' format: double p99: type: - number - 'null' format: double score_count: type: integer format: int64 sum: type: - number - 'null' format: double required: - score_count type: object securitySchemes: bearer: bearerFormat: JWT scheme: bearer type: http ```` This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.