TextQL

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