# langchain-ai/social-media-agent

📲 An agent for sourcing, curating, and scheduling social media posts with human-in-the-loop.

Repository: https://github.com/langchain-ai/social-media-agent
Canonical: https://ross.abutalabs.com/products/social-media-agent
Language: TypeScript
License: MIT
License Family: permissive
Last push: 2026-08-24T05:50:44+00:00

## Health v2 (maintenance only)
Score: 66/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 99, release rhythm 35, longevity 46
- inputs: {"age_days": 650, "days_push": 9, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2756, forks 501 (observed 2026-08-28T04:07:18.177205+00:00)

## What it is
A TypeScript AI agent built on LangGraph that takes a URL, scrapes its content, and generates Twitter and LinkedIn posts using LLMs. It includes human-in-the-loop review for editing, approving, or rejecting posts, plus scheduling and platform authentication via Arcade.

## Use cases
- generate social media posts from a url
- schedule twitter and linkedin posts automatically
- ai agent to curate social media content
- human in the loop content approval workflow
- auto-draft linkedin posts from blog articles
- automate social media posting with llm

## When to choose
- you want LLM-generated social posts with human review before publishing
- you already use the LangGraph/LangSmith ecosystem
- you need scheduled, automated posting to Twitter and LinkedIn

## When to avoid
- you need a polished turnkey social media management suite
- you don't want to manage multiple third-party API keys (Anthropic, FireCrawl, Arcade, LangSmith)
- you need platforms beyond Twitter and LinkedIn

## Facets
- artifact type: application
- maturity: active
- function: agent-framework, llm-inference, web-scraping, workflow-automation, scheduling, chatbot
- domain: large-language-models, social-media
- platform: self-hosted
- tags: human-in-the-loop, langgraph, social-media-scheduling, content-curation, twitter, linkedin, ai-agents, automation, natural-language-processing, typescript, nodejs, web-server

## Member repositories
- langchain-ai/social-media-agent (main) score 66

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:18.177205+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T08:18:51.402662+00:00, confidence not recorded.
  - readme: https://github.com/langchain-ai/social-media-agent (fetched 2026-08-28T04:07:18.177205+00:00, sha 9fadfa9dd636)
- Data as of 2026-08-30T08:39:29.467469+00:00.