aid: textql
name: TextQL
description: >-
  TextQL is an enterprise AI data platform built around Ana, an AI data scientist that connects to a
  company's warehouses, databases, BI tools and SaaS APIs and answers questions in plain language.
  Ana writes SQL, runs Python in a managed gVisor sandbox, searches the web, and produces charts,
  dashboards, scheduled reports (Playbooks) and long-running monitors (Agents) on top of a governed
  Ontology semantic layer. TextQL ships a public REST platform API in two generations — a v1
  Connect-RPC surface and a REST-native v2 — plus an OAuth-authorized remote MCP server that exposes
  Ana to Claude, Cursor, ChatGPT, Copilot and any MCP-compatible client. First-party TypeScript and
  Python SDKs, embeddable iframe surfaces for Ana, dashboards and data apps, SAML/OIDC single sign-on
  with SCIM 2.0 provisioning, and self-hosted Helm deployment into a customer VPC round out the
  developer surface.
image: https://raw.githubusercontent.com/api-evangelist/textql/main/images/textql-og-card.png
url: https://raw.githubusercontent.com/api-evangelist/textql/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
specificationVersion: '0.20'
created: '2026-08-30'
modified: '2026-08-30'
tags:
- Company
- Artificial Intelligence
- Analytics
- Business Intelligence
- Data
- Agents
- MCP
- Semantic Layer
- Text-to-SQL
- Data Warehouse
- Enterprise
tags_raw:
- Company
- Artificial Intelligence
- Analytics
- Business Intelligence
- Data
- Agents
- Model Context Protocol
- Semantic Layer
- Text To SQL
- Data Warehouse
- Enterprise
apis:
- aid: textql-v2-api
  name: TextQL v2 API
  description: >-
    The REST-native second generation of the TextQL Platform API. Standard HTTP methods, resource IDs
    in the path, query-parameter filtering and cursor pagination, a plain JSON error envelope, and SSE
    streaming over text/event-stream. Covers chats with Ana, connectors, playbooks, dashboards,
    sandcastles (managed Python sandboxes), Ontology changes, members, RBAC roles and platform API keys.
  humanURL: https://docs.textql.com/api-reference/v2/introduction
  baseURL: https://app.textql.com/v2
  tags:
  - Chat
  - Connectors
  - Playbooks
  - Dashboards
  - Sandcastles
  - Ontology
  - RBAC
  properties:
  - type: OpenAPI
    url: openapi/textql-v2-openapi.yml
  - type: Documentation
    url: https://docs.textql.com/api-reference/v2/introduction
  - type: APIReference
    url: https://docs.textql.com/api-reference/v2/introduction
  - type: Authentication
    url: authentication/textql-authentication.yml
  - type: OAuthScopes
    url: scopes/textql-scopes.yml
  - type: ErrorCatalog
    url: errors/textql-problem-types.yml
  - type: Conventions
    url: conventions/textql-conventions.yml
  - type: DataModel
    url: data-model/textql-data-model.yml
  - type: Overlay
    url: overlays/textql-v2-overlay.yaml
  - type: RateLimits
    url: rate-limits/textql-rate-limits.yml
- aid: textql-platform-api-v1
  name: TextQL Platform API (v1)
  description: >-
    The first-generation TextQL Platform API, exposed as Connect-RPC over HTTP POST. Documented as
    deprecated in favour of the v2 REST API but still published and served. Covers chat execution and
    streaming, playbook lifecycle, agent webhooks, connector listing, the Python sandbox, and outbound
    API access keys for external providers.
  humanURL: https://docs.textql.com/api-reference/introduction
  baseURL: https://app.textql.com/v1
  tags:
  - Chat
  - Playbooks
  - Agents
  - Connectors
  - Sandbox
  - APIKeys
  tags_raw:
  - Chat
  - Playbooks
  - Agents
  - Connectors
  - Sandbox
  - API Keys
  properties:
  - type: OpenAPI
    url: openapi/textql-chat-v1-openapi.yml
  - type: OpenAPI
    url: openapi/textql-playbooks-v1-openapi.yml
  - type: OpenAPI
    url: openapi/textql-agents-v1-openapi.yml
  - type: OpenAPI
    url: openapi/textql-connectors-v1-openapi.yml
  - type: OpenAPI
    url: openapi/textql-sandbox-v1-openapi.yml
  - type: OpenAPI
    url: openapi/textql-api-access-key-v1-openapi.yml
  - type: Documentation
    url: https://docs.textql.com/api-reference/introduction
  - type: APIReference
    url: https://docs.textql.com/api-reference/introduction
  - type: Webhooks
    url: asyncapi/textql-webhooks.yml
  - type: Deprecation
    url: lifecycle/textql-lifecycle.yml
  - type: Overlay
    url: overlays/textql-v1-overlay.yaml
- aid: textql-public-rpc-api
  name: TextQL Public RPC API
  description: >-
    The full public Connect-RPC surface of the TextQL platform, generated from the protobuf service
    definitions and published with code samples. 407 operations across twenty services — dashboards,
    connectors, Tableau and Power BI integration, datasets, Ontology management, chat, agents, audit
    logs, MCP server registration, metrics export, observability, playbooks, RBAC, the sandbox
    services, and SCIM credential management.
  humanURL: https://docs.textql.com/api-reference/introduction
  baseURL: https://app.textql.com/rpc/public
  tags:
  - RPC
  - Ontology
  - Dashboards
  - Audit
  - RBAC
  - SCIM
  - Observability
  properties:
  - type: OpenAPI
    url: openapi/textql-platform-api-openapi.yml
  - type: Documentation
    url: https://docs.textql.com/api-reference/introduction
  - type: Conformance
    url: conformance/textql-conformance.yml
  - type: Overlay
    url: overlays/textql-platform-api-overlay.yaml
- aid: textql-ana-mcp-server
  name: Ana MCP Server
  description: >-
    TextQL's hosted, remote Model Context Protocol server. Any MCP-compatible client — Claude, Claude
    Code, Cursor, Windsurf, ChatGPT, Microsoft Copilot — points at the endpoint, authorizes once over
    OAuth 2.1 with PKCE and dynamic client registration, then calls Ana headlessly against the
    caller's own connectors and Ontology. Tools are organized into scopeable groups (analysis,
    catalog, sandcastle, ontology) selectable per connection, with a dynamic mode that lets the
    assistant load tool groups on demand.
  humanURL: https://docs.textql.com/core/how-it-works/mcp/ana-as-mcp-server
  baseURL: https://app.textql.com/mcp
  tags:
  - MCP
  - Agents
  - Authentication
  tags_raw:
  - Model Context Protocol
  - Agents
  - OAuth
  properties:
  - type: MCPServer
    url: mcp/textql-mcp.yml
  - type: ToolCrosswalk
    url: mcp/textql-tool-crosswalk.yml
  - type: Documentation
    url: https://docs.textql.com/core/how-it-works/mcp/ana-as-mcp-server
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://textql.com/
- type: DeveloperPortal
  url: https://docs.textql.com/
- type: Documentation
  url: https://docs.textql.com/
- type: APIReference
  url: https://docs.textql.com/api-reference/v2/introduction
- type: GettingStarted
  url: https://docs.textql.com/core/get-started/quickstart
- type: Blog
  url: https://textql.com/blog
- type: GitHubOrganization
  url: https://github.com/TextQLLabs
- type: Pricing
  url: https://textql.com/pricing
- type: SignUp
  url: https://app.textql.com/
- type: Login
  url: https://app.textql.com/
- type: StatusPage
  url: https://status.textql.com/
- type: TrustCenter
  url: https://trust.textql.com/
- type: Compliance
  url: security/textql-trust-center.yml
- type: ChangeLog
  url: https://docs.textql.com/product/changelog
- type: AgentCard
  url: a2a/textql-a2a.yml
- type: AgentSkill
  url: skills/_index.yml
- type: LLMsTxt
  url: llms/textql-llms.txt
- type: WellKnown
  url: well-known/textql-well-known.yml
- type: OpenIDConnectDiscovery
  url: well-known/textql-openid-configuration.json
- type: Packages
  url: packages/textql-packages.yml
- type: SDKs
  url: packages/textql-packages.yml
- type: Lifecycle
  url: lifecycle/textql-lifecycle.yml
- type: Deprecation
  url: lifecycle/textql-lifecycle.yml
- type: DomainSecurity
  url: security/textql-domain-security.yml
- type: Plans
  url: plans/textql-plans-pricing.yml
- type: RateLimits
  url: rate-limits/textql-rate-limits.yml
- type: Conformance
  url: conformance/textql-conformance.yml
- type: ChangeLog
  url: changelog/textql-changelog.yml
- type: Components
  url: components/textql-components.yml
- type: CLI
  url: cli/textql-cli.yml
- type: Conventions
  url: conventions/textql-conventions.yml
- type: DataModel
  url: data-model/textql-data-model.yml
- type: Authentication
  url: authentication/textql-authentication.yml
- type: OAuthScopes
  url: scopes/textql-scopes.yml
- type: ErrorCatalog
  url: errors/textql-problem-types.yml
- type: MCPServer
  url: mcp/textql-mcp.yml
- type: ToolCrosswalk
  url: mcp/textql-tool-crosswalk.yml
- type: Webhooks
  url: asyncapi/textql-webhooks.yml
x-enrichment:
  date: '2026-08-30'
  status: enriched
  artifacts_added: 43
  pass: local-v1