PipesHub

PipesHub is an open-source, enterprise-ready workplace AI platform positioned as an open-source alternative to Glean. It unifies scattered business data by connecting to business and enterprise apps, provides explainable, permission-aware enterprise search across them, and powers AI agents that get work done. It can be self-hosted from its public GitHub repository (pipeshub-ai/pipeshub-ai) or used as a hosted app, and documents a developer API reference for building on its enterprise context layer.

PipesHub publishes 51 API contracts indexed on the APIs.io network, including Agents API, AI Models Providers API, Authentication Configuration API, and 48 more. Tagged areas include Company, Artificial Intelligence, Enterprise Search, AI Agents, and Open Source.

The PipesHub catalog on APIs.io includes 1 event-driven AsyncAPI specification, 1 JSON-LD context, and 2 Spectral governance rulesets.

PipesHub’s developer surface includes changelog, sandbox, authentication, documentation, API reference, getting-started guide, engineering blog, and 42 more developer resources.

🌐 Visit website 📡 Source on GitHub
68.5/100 exemplar Agent 46/100 agent ready Full breakdown ↓
scored 2026-10-09 · rubric v0.23.0
2 published contracts 1 MCP Servers
CompanyArtificial IntelligenceEnterprise SearchAI AgentsOpen SourceKnowledge ManagementWorkplace AI

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-10-09 · rubric v0.23.0
Composite quality — 68.5/100 · exemplar
Contract Quality 14.7 / 21
Developer Ergonomics 10.8 / 17
Access Clarity 11.2 / 17
Operational Transparency 6.1 / 11
Contract Governance 7.8 / 10
Discoverability 5.5 / 9
Regulatory Posture 4.8 / 15
Agent readiness — 46/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 10 / 10
Documented Reversibility 0 / 6
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 8 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.
Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.
The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from github.com/api-evangelist/pipeshub: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 51

Individual APIs this provider publishes, each with its own machine-readable definition.

PipesHub Agents API

Custom AI agents with specialized capabilities and tool integrations

PipesHub AI Models Providers API

Manage individual AI model providers - add, update, delete, and set defaults.

PipesHub Authentication Configuration API

Configure authentication providers including Azure AD, Microsoft, Google OAuth, SAML SSO, and custom OAuth 2.0.

PipesHub Configuration Manager API

Manage organization-level configuration including Slack bot integration, AI models, and metrics collection.

PipesHub Connector API

Connector-related operations

PipesHub Connector Configuration API

Configure authentication, sync settings, and filters for connectors

PipesHub Connector Control API

Enable/disable connectors for sync or agent functionality

PipesHub Connector Filters API

Dynamic filter options for selecting which data to sync

PipesHub Connector Instances API

Create, manage, and delete connector instances for your organization

PipesHub Connector OAuth API

OAuth 2.0 authorization flow for connectors requiring user consent

PipesHub Connector Registry API

Browse available connector types and their configuration schemas

PipesHub Connectors API

The Connectors API from PipesHub — 1 operation(s) for connectors.

PipesHub Conversational Speech API

Server-backed Speech-to-Text (STT) and Text-to-Speech (TTS) for the chat UI. These endpoints are used by the chat frontend when an admin has configured a TTS/STT provider under ...

PipesHub Conversations API

AI-powered conversational chat management with citations and follow-up questions

PipesHub Crawling Jobs API

Endpoints for scheduling, managing, and monitoring data crawling jobs for enterprise connectors. The Crawling Manager uses BullMQ (Redis-based queue) to schedule and execute cra...

PipesHub Internal Storage API

Service-to-service storage endpoints, authenticated with the storage scoped token rather than a signed-in user's session, so these are **not** callable by API clients or the bro...

PipesHub Knowledge Base API

Knowledge base management operations

PipesHub Knowledge Hub API

Unified browse API for root and child nodes (apps, record groups, folders, records) with filtering and search

PipesHub MCP API

Model Context Protocol (MCP) endpoints for AI tool integration. PipesHub exposes a Streamable HTTP MCP server that allows MCP-compatible clients (such as Claude Desktop, Cursor,...

PipesHub Metrics Collection API

Configure telemetry and metrics collection for application monitoring and analytics. PipesHub collects anonymized usage metrics to help improve the product. Metrics are pushed t...

PipesHub Notifications API

In-app notifications for the signed-in user (connector errors, warnings, and related alerts)

PipesHub OAuth API

OAuth 2.0 token exchange for third-party authentication providers

PipesHub OAuth Apps API

Manage OAuth 2.0 client applications registered with PipesHub. OAuth apps allow third-party applications to access PipesHub APIs on behalf of users or organizations. Each app re...

PipesHub OAuth Configuration API

Admin management of OAuth credentials for connector types

PipesHub OAuth Provider API

PipesHub OAuth 2.0 Authorization Server implementing RFC 6749, RFC 7636 (PKCE), and OpenID Connect. **Supported Grant Types:** - `authorization_code` - Standard OAuth flow with ...

PipesHub OpenID Connect API

OpenID Connect 1.0 endpoints for identity federation and discovery. **Discovery:** - `/.well-known/openid-configuration` - Authorization server metadata - `/.well-known/oauth-au...

PipesHub Organization Auth Config API

Admin configuration of authentication methods including MFA steps and allowed providers

PipesHub Organizations API

Organization management operations

PipesHub Permissions API

Permission management for knowledge bases

PipesHub Personal Access Tokens API

Self-service, long-lived, scoped, revocable credentials that act as their creator — unlike an OAuth app's `client_credentials` flow, which acts as the app. **Who can create one*...

PipesHub Platform Settings API

Platform-wide settings including file upload limits, feature flags, and custom system prompts.

PipesHub Projects API

Workspaces that group related assistant and agent conversations under a shared name, custom instructions, a knowledge scope, and reference files. Projects can be shared with tea...

PipesHub Public URLs API

Configure public URLs for frontend application and connector callbacks.

PipesHub Records API

Record management and operations

PipesHub SAML API

SAML 2.0 Single Sign-On integration with enterprise Identity Providers

PipesHub Semantic Search API

Enterprise semantic search across all indexed knowledge with relevance scoring

PipesHub Service Accounts API

Machine identities that automation authenticates as, so a script reads with its own permissions rather than borrowing a person's. A service account is an ordinary user record wi...

PipesHub Service Tokens API

The credential a service account authenticates with. A service token is an OAuth access token, so signing, hashing, revocation and the `/mcp` path are the same machinery persona...

PipesHub Skills API

Beta: Skills (SKILL.md packages) that agents load on demand — CRUD, versioning, resources, import (npm/URL/upload), and learning-loop candidate review. Gated by the ENABLE_SKILL...

PipesHub SMTP Configuration API

Configure SMTP email server for sending notifications and invitations.

PipesHub Storage Configuration API

Configure storage backend for file uploads and documents. Supports AWS S3, Azure Blob Storage, or local filesystem.

PipesHub Teams API

Team management operations

PipesHub Toolset API

The Toolset API from PipesHub — 1 operation(s) for toolset.

PipesHub Toolset Configuration API

Configure authentication and settings for toolset instances

PipesHub Toolset Instances API

Create, manage, and configure toolset instances for your organization

PipesHub Toolset OAuth API

OAuth 2.0 authorization flow for toolsets requiring user consent

PipesHub Toolset Registry API

Browse available toolsets and their configuration schemas for agent integrations

PipesHub User Account API

User authentication including multi-step MFA, password reset, OTP login, and token management

PipesHub User Groups API

User group management operations

PipesHub Users API

User management operations

PipesHub Web Search API

Manage web search providers (DuckDuckGo, Serper, Tavily, Exa) and settings for internet search.

Scroll for all 51

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

PipesHub MCP Server

PipesHub exposes a remote MCP endpoint over Streamable HTTP at {PIPESHUB_INSTANCE_URL}/mcp ("no local npm packages or stdio processes needed"), plus an optional local stdio brid...

MCP SERVER

Pricing Plans 1

Published pricing tiers and plan structures.

Pipeshub Plans Pricing

2 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Pipeshub Rate Limits

5 limits

RATE LIMITS

Event Specifications 1

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Pipeshub Webhooks

ASYNCAPI

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Pipeshub Context

120 classes · 279 properties

JSON-LD

Spectral Rules 2

Spectral governance rulesets for linting and validating these APIs.

PipesHub API Rules

3 rules · 2 warnings

SPECTRAL

PipesHub API Rules

19 rules · 9 errors 6 warnings 4 info

SPECTRAL

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Pipeshub Openapi Overlay

14 actions · update · pipeshub-openapi.yml

GENERATED

JSON Schema 6

Standalone JSON Schema definitions for this provider's data models.

AgentCreateConversationRequest

17 properties

JSON SCHEMA

Conversation

26 properties

JSON SCHEMA

CreateConversationRequest

17 properties

JSON SCHEMA

GetRecordByIdResponseSchema

5 properties

JSON SCHEMA

KnowledgeHubNodesResponse

11 properties

JSON SCHEMA

Record

32 properties

JSON SCHEMA

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Pipeshub Authentication

http/oauth2 · 2 schemes

SECURITY

Pipeshub Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Pipeshub Scopes

43 scopes · authorizationCode/clientCredentials

43 scopes

SCOPES

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Pipeshub Agentic Access

381 operations · 227 acting · 29 human-in-the-loop

381 operations · 227 acting

AGENTIC

Resources

Get Started 4

Portal, sign-up, and the first successful call

Sandbox
Sandbox
 GettingStarted
GettingStarted
 Login
Login
 Sandbox
Sandbox

Documentation 2

Reference material describing how the API behaves

Documentation
Documentation
 APIReference
APIReference

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess
AgenticAccess
 AgentSkill
AgentSkill
 LLMsTxt
LLMsTxt
 MCPServer
MCPServer
 WellKnown
WellKnown

Design & Contract 11

Pagination, idempotency, versioning, errors, and events

Spectral
Spectral
 Spectral
Spectral
 JSONLD
JSONLD
 Vocabulary
Vocabulary
 Webhooks
Webhooks
 DataModel
DataModel
 Conventions
Conventions
 Lifecycle
Lifecycle
 ErrorCatalog
ErrorCatalog
 Conformance
Conformance
 SpectralRules
SpectralRules

Scroll for all 11

Build 4

SDKs, sample code, and the tooling you integrate with

ToolCrosswalk
ToolCrosswalk
 SDKs
SDKs
 Packages
Packages
 GitHubOrganization
GitHubOrganization

Access & Security 5

Authentication, authorization, and security posture

SecurityTxt
SecurityTxt
 OAuthScopes
OAuthScopes
 Authentication
Authentication
 DomainSecurity
DomainSecurity
 Security
Security

Learn 1

Tutorials, courses, talks, and written guidance

YouTube
YouTube

Operate 5

Status, limits, changes, and where to get help

RateLimits
RateLimits
 ChangeLog
ChangeLog
 Deprecation
Deprecation
 ChangeLog
ChangeLog
 Support
Support

Commercial 4

Pricing, plans, and the legal terms of use

Plans
Plans
 Pricing
Pricing
 TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy

Company 3

The organization behind the API

Website
Website
 Blog
Blog
 LinkedIn
LinkedIn

Other 5

Properties that don't map to a standard resource type

Overlay
Overlay
 AgentCard
AgentCard
 Hosts
Hosts
 Vendors
Vendors
 X
X

Source (apis.yml)

apis.yml Raw ↑ 
aid: pipeshub
name: PipesHub
description: PipesHub is an open-source, enterprise-ready workplace AI platform positioned as an open-source alternative to
  Glean. It unifies scattered business data by connecting to business and enterprise apps, provides explainable, permission-aware
  enterprise search across them, and powers AI agents that get work done. It can be self-hosted from its public GitHub repository
  (pipeshub-ai/pipeshub-ai) or used as a hosted app, and documents a developer API reference for building on its enterprise
  context layer.
url: https://raw.githubusercontent.com/api-evangelist/pipeshub/refs/heads/main/apis.yml
x-type: company
x-source: harvest:spectral-ruleset-github
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-09 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-09'
modified: '2026-10-09'
tags:
- Company
- Artificial Intelligence
- Enterprise Search
- AI Agents
- Open Source
- Knowledge Management
- Workplace AI
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
image: https://framerusercontent.com/images/87N6FTaGQx1IeB0Klbo9hPHAOus.png
common:
- type: AgenticAccess
  url: agentic-access/pipeshub-agentic-access.yml
- type: RateLimits
  url: rate-limits/pipeshub-rate-limits.yml
- type: Plans
  url: plans/pipeshub-plans-pricing.yml
- type: Spectral
  url: rules/pipeshub-rules.yml
- type: Spectral
  url: rules/pipeshub-pipeshub-ai-spectral-rules.yml
- type: JSONLD
  url: json-ld/pipeshub-context.jsonld
- type: Vocabulary
  url: vocabulary/pipeshub-vocabulary.yml
- type: AgentSkill
  url: skills/_index.yml
- type: Webhooks
  url: asyncapi/pipeshub-webhooks.yml
- type: DataModel
  url: data-model/pipeshub-data-model.yml
- type: ChangeLog
  url: changelog/pipeshub-changelog.yml
- type: Conventions
  url: conventions/pipeshub-conventions.yml
- type: Sandbox
  url: sandbox/pipeshub-sandbox.yml
- type: Deprecation
  url: lifecycle/pipeshub-lifecycle.yml
- type: Lifecycle
  url: lifecycle/pipeshub-lifecycle.yml
- type: ErrorCatalog
  url: errors/pipeshub-problem-types.yml
- type: Conformance
  url: conformance/pipeshub-conformance.yml
- type: Overlay
  url: overlays/pipeshub-openapi-overlay.yaml
- type: LLMsTxt
  url: llms/pipeshub-llms.txt
- type: AgentCard
  url: a2a/pipeshub-a2a.yml
- type: ToolCrosswalk
  url: mcp/pipeshub-tool-crosswalk.yml
- type: MCPServer
  url: mcp/pipeshub-mcp.yml
- type: SecurityTxt
  url: well-known/pipeshub-platform-security.txt
- type: WellKnown
  url: well-known/pipeshub-well-known.yml
- type: Hosts
  url: hosts/pipeshub-hosts.yml
- type: Vendors
  url: vendors/pipeshub-vendors.yml
- type: SDKs
  url: packages/pipeshub-packages.yml
- type: Packages
  url: packages/pipeshub-packages.yml
- type: OAuthScopes
  url: scopes/pipeshub-scopes.yml
- type: Authentication
  url: authentication/pipeshub-authentication.yml
- type: DomainSecurity
  url: security/pipeshub-domain-security.yml
- type: Website
  url: https://pipeshub.com/
- type: SpectralRules
  url: https://github.com/pipeshub-ai/pipeshub-ai/blob/a883af6d0f5d31f57d07d88dfcb1e9c483343e38/.spectral.yaml
- type: Documentation
  url: https://docs.pipeshub.com/introduction
- type: APIReference
  url: https://docs.pipeshub.com/developer/api-reference
- type: GettingStarted
  url: https://docs.pipeshub.com/quickstart
- type: ChangeLog
  url: https://docs.pipeshub.com/additional-resources/changelog
- type: Blog
  url: https://pipeshub.com/blog
- type: GitHubOrganization
  url: https://github.com/pipeshub-ai
- type: Pricing
  url: https://pipeshub.com/pricing
- type: Login
  url: https://app.pipeshub.com/
- type: Sandbox
  url: https://sandbox.pipeshub.com/
- type: Security
  url: https://pipeshub.com/security
- type: TermsOfService
  url: https://pipeshub.com/terms
- type: PrivacyPolicy
  url: https://pipeshub.com/privacy-policy
- type: Support
  url: https://discord.com/invite/K5RskzJBm2
- type: LinkedIn
  url: https://www.linkedin.com/company/pipeshub
- type: X
  url: https://x.com/PipesHub
- type: YouTube
  url: https://www.youtube.com/@PipesHub-GenAI
apis:
- aid: pipeshub:pipeshub-agents-api
  name: PipesHub Agents API
  description: Custom AI agents with specialized capabilities and tool integrations
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Agents
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-agents-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-ai-models-providers-api
  name: PipesHub AI Models Providers API
  description: Manage individual AI model providers - add, update, delete, and set defaults.
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - AI Models Providers
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-ai-models-providers-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-authentication-configuration-api
  name: PipesHub Authentication Configuration API
  description: Configure authentication providers including Azure AD, Microsoft, Google OAuth, SAML SSO, and custom OAuth
    2.0.
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Authentication Configuration
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-authentication-configuration-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-configuration-manager-api
  name: PipesHub Configuration Manager API
  description: Manage organization-level configuration including Slack bot integration, AI models, and metrics collection.
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Configuration Manager
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-configuration-manager-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-connector-api
  name: PipesHub Connector API
  description: Connector-related operations
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Connector
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-connector-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-connector-configuration-api
  name: PipesHub Connector Configuration API
  description: Configure authentication, sync settings, and filters for connectors
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Connector Configuration
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-connector-configuration-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-connector-control-api
  name: PipesHub Connector Control API
  description: Enable/disable connectors for sync or agent functionality
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Connector Control
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-connector-control-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-connector-filters-api
  name: PipesHub Connector Filters API
  description: Dynamic filter options for selecting which data to sync
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Connector Filters
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-connector-filters-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-connector-instances-api
  name: PipesHub Connector Instances API
  description: Create, manage, and delete connector instances for your organization
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Connector Instances
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-connector-instances-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-connector-oauth-api
  name: PipesHub Connector OAuth API
  description: OAuth 2.0 authorization flow for connectors requiring user consent
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Connector OAuth
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-connector-oauth-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-connector-registry-api
  name: PipesHub Connector Registry API
  description: Browse available connector types and their configuration schemas
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Connector Registry
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-connector-registry-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-connectors-api
  name: PipesHub Connectors API
  description: The Connectors API from PipesHub — 1 operation(s) for connectors.
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Connectors
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-connectors-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-conversational-speech-api
  name: PipesHub Conversational Speech API
  description: 'Server-backed Speech-to-Text (STT) and Text-to-Speech (TTS) for the chat UI.


    These endpoints are used by the chat frontend when an admin has configured a

    TTS/STT provider under the AI Models configuration. When no provider is

    configured the client falls back to the browser''s native Web Speech API, so

    callers should treat a `409` response as "unconfigured, use browser APIs"

    rather than as a fatal error.'
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Conversational Speech
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-conversational-speech-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-conversations-api
  name: PipesHub Conversations API
  description: AI-powered conversational chat management with citations and follow-up questions
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Conversations
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-conversations-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-crawling-jobs-api
  name: PipesHub Crawling Jobs API
  description: 'Endpoints for scheduling, managing, and monitoring data crawling jobs for enterprise connectors.


    The Crawling Manager uses BullMQ (Redis-based queue) to schedule and execute crawling jobs that

    sync data from external connectors (Google Drive, OneDrive, Slack, Jira, etc.) into PipesHub''s

    search index.


    **Key Features:**

    - Schedule recurring crawls (hourly, daily, weekly, monthly) or one-time crawls

    - Pause and resume crawling jobs without losing configuration

    - Priority-based job execution (1-10 scale)

    - Automatic retry with exponential backoff on failures

    - Per-connector job isolation and tracking


    **Access Control:**

    - Team-scoped connectors require admin privileges

    - Personal-scoped connectors can only be managed by the creator

    - All operations require valid JWT authentication


    **Schedule Types:**

    - `hourly`: Run every X hours at specified minute

    - `daily`: Run once per day at specified time

    - `weekly`: Run on specified days of the week

    - `monthly`: Run on specified day of the month

    - `custom`: Use cron expression for complex schedules

    - `once`: Run once at a specific future time'
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Crawling Jobs
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-crawling-jobs-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-internal-storage-api
  name: PipesHub Internal Storage API
  description: 'Service-to-service storage endpoints, authenticated with the storage

    scoped token rather than a signed-in user''s session, so these are **not**

    callable by API clients or the browser. Storage checks only the org, not

    record permissions; read and write files through the Knowledge Base

    routes (for example `GET /knowledgeBase/stream/record/{recordId}`).'
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Internal Storage
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-internal-storage-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-knowledge-base-api
  name: PipesHub Knowledge Base API
  description: Knowledge base management operations
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Knowledge Base
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-knowledge-base-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-knowledge-hub-api
  name: PipesHub Knowledge Hub API
  description: Unified browse API for root and child nodes (apps, record groups, folders, records) with filtering and search
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Knowledge Hub
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-knowledge-hub-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-mcp-api
  name: PipesHub MCP API
  description: 'Model Context Protocol (MCP) endpoints for AI tool integration.


    PipesHub exposes a Streamable HTTP MCP server that allows MCP-compatible clients

    (such as Claude Desktop, Cursor, or custom agents) to interact with PipesHub tools

    including search, conversations, knowledge base management, and connector operations.


    **Transport:** Streamable HTTP (JSON-RPC over HTTP)

    **Base Path:** `/mcp` (not under `/api/v1`)


    **Authentication:**

    All MCP requests require a valid Bearer token or OAuth 2.0 access token.


    **Stateless Mode:**

    The server operates in stateless mode — each request creates an independent MCP session.'
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - MCP
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-mcp-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-metrics-collection-api
  name: PipesHub Metrics Collection API
  description: 'Configure telemetry and metrics collection for application monitoring and analytics.


    PipesHub collects anonymized usage metrics to help improve the product. Metrics are pushed

    to a configurable remote server at regular intervals.


    **Collected Metrics:**

    - API request counts and response times

    - User activity patterns (anonymized)

    - Feature usage statistics

    - Error rates and types


    **Configuration Options:**

    - Enable/disable metrics collection entirely

    - Configure push interval (minimum 1 second, default 60 seconds)

    - Set custom metrics server URL for self-hosted analytics


    **Privacy:**

    - All metrics are anonymized before collection

    - No personally identifiable information (PII) is collected

    - Organization can disable collection at any time'
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Metrics Collection
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-metrics-collection-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-notifications-api
  name: PipesHub Notifications API
  description: In-app notifications for the signed-in user (connector errors, warnings, and related alerts)
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - Notifications
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-notifications-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-oauth-api
  name: PipesHub OAuth API
  description: OAuth 2.0 token exchange for third-party authentication providers
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - OAuth
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-oauth-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-oauth-apps-api
  name: PipesHub OAuth Apps API
  description: 'Manage OAuth 2.0 client applications registered with PipesHub.


    OAuth apps allow third-party applications to access PipesHub APIs on behalf of users

    or organizations. Each app receives a client ID and secret for authentication.


    **Who can see which apps**

    - **Everyone (including org admins)** sees and manages only OAuth apps **they created** (`createdBy`). Other members''
    apps are hidden (not listed; individual operations return not found).


    **Session only**

    - Every `/oauth-clients/*` route requires the user''s interactive session JWT. OAuth access tokens and personal access
    tokens (`phpat_...`) are rejected with `403`, so a token issued to a client can never register, reconfigure, or revoke
    clients on its own.


    **Who authorizes vs. client credentials**

    - **Authorization code:** Any authenticated user in the workspace may complete consent for a valid `client_id`; issued
    tokens represent **that user**.

    - **Client credentials:** Access tokens represent the **OAuth app creator** (who registered the client), not the caller.


    **Scopes**

    - `GET /oauth-clients/scopes` returns scopes grouped by category for the **signed-in user''s role**.

    - **Org admins** may register apps that request additional **admin-only** scopes; non-admins cannot select those scopes
    when creating or updating an app.


    **App Types:**

    - **Confidential clients**: Server-side apps that can securely store secrets

    - **Public clients**: Browser/mobile apps that cannot securely store secrets (use PKCE)


    **App Lifecycle:**

    - Create apps with name, redirect URIs, allowed scopes, and optional URLs (homepage, privacy, terms)

    - Regenerate secrets if compromised

    - Suspend/activate apps to control access

    - Revoke all tokens for emergency access removal'
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - OAuth Apps
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-oauth-apps-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-agent-create-conversation-request-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-conversation-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-create-conversation-request-schema.json
- aid: pipeshub:pipeshub-oauth-configuration-api
  name: PipesHub OAuth Configuration API
  description: Admin management of OAuth credentials for connector types
  humanURL: https://docs.pipeshub.com/developer/api-reference
  baseURL: https://app.pipeshub.com/api/v1
  tags:
  - OAuth Configuration
  properties:
  - type: OpenAPI
    url: openapi/pipeshub-oauth-configuration-api-openapi.yml
  - type: Documentation
    url: https://docs.pipeshub.com/developer/api-reference
  - type: JSONSchema
    url: json-schema/pipeshub-get-record-by-id-response-schema-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-record-schema.json
  - type: JSONSchema
    url: json-schema/pipeshub-knowledge-hub-nodes-response-schema.json


# --- truncated at 32 KB (64 KB total) ---
# Full source: https://raw.githubusercontent.com/api-evangelist/pipeshub/refs/heads/main/apis.yml

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