---
title: Sociable AI
description: Real-time social content discovery and engagement workflows for brands and social teams.
canonical: https://www.sociable.how/
last-updated: 2026-08-22
---

<h1>Sociable AI</h1>

Sociable AI helps brands and social teams find relevant, fast-growing social posts and join those conversations with timely, on-brand comments. It is built for community, growth, and social-media teams that want more engagement, profile visits, audience insight, and followers without manually watching every feed.

## When to use Sociable AI

Use Sociable AI when a team needs to discover social content by topic, audience, region, language, format, or time range; identify posts where a brand can contribute naturally; organize social conversations; or retrieve structured Instagram post and creator data through an API. Do not use it for private-account access, unsolicited spam, or fully automated impersonation.

## Main capabilities

- Discover relevant and trending short-form social posts with natural-language search.
- Find conversation and comment-marketing opportunities for a brand.
- Draft and organize on-brand engagement while keeping people in control.
- Retrieve ranked Instagram content and post detail through the authenticated Search API.

## Agent-mode integration signals

This agent-mode view is a Markdown resource for software-agent discovery. It links the canonical tool, schema, function-calling, authentication, skill, resource, and protocol documents needed to plan an integration.

- Tool discovery: [MCP tools/list](https://www.sociable.how/mcp)
- Documentation tools: [documentation MCP tools/list](https://www.sociable.how/docs-mcp)
- Schema: [OpenAPI 3.1](https://www.sociable.how/openapi.json)
- Authentication: [bearer API key guide](https://www.sociable.how/auth.md)
- Function calling: typed operationId and JSON Schema definitions in OpenAPI
- Agent skill: digest-verified SKILL.md from the Agent Skills index
- Resources: MCP resources/list plus canonical Markdown and JSON documents

## Agent and developer resources

- [Product overview](https://www.sociable.how/)
- [Developer guide](https://www.sociable.how/developers)
- [Documentation](https://docs.sociable.how/)
- [OpenAPI specification](https://www.sociable.how/openapi.json)
- [MCP endpoint](https://www.sociable.how/mcp)
- MCP tools: search_social_content, create_reference_upload, get_social_post
- [Documentation MCP endpoint](https://www.sociable.how/docs-mcp)
- Documentation tools: search_sociable_docs, read_sociable_doc
- [NLWeb ask endpoint](https://www.sociable.how/ask)
- [A2A documentation agent](https://www.sociable.how/a2a)
- [A2A agent card](https://www.sociable.how/.well-known/agent-card.json)
- [Agent instructions](https://www.sociable.how/llms.txt)
- [Authentication guide](https://www.sociable.how/auth.md)
- [Machine-readable agent discovery](https://www.sociable.how/.well-known/agents.json)
- [Agent Skill index](https://www.sociable.how/.well-known/agent-skills/index.json)
- [API catalog](https://www.sociable.how/.well-known/api-catalog)
- [Sitemap](https://www.sociable.how/sitemap.xml)
- [Pricing](https://www.sociable.how/pricing)

The machine-readable API returns JSON and publishes typed schemas for function calling. API access currently requires a Sociable AI Search API key. Follow the developer documentation or contact Sociable AI to request access.