Instagram (Social Media & Business) MCP Server for Pydantic AI 10 tools — connect in under 2 minutes
Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Instagram (Social Media & Business) through the Vinkius and every tool is automatically validated against Pydantic schemas — catch errors at build time, not in production.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
agent = Agent(
model="openai:gpt-4o",
mcp_servers=[server],
system_prompt=(
"You are an assistant with access to Instagram (Social Media & Business) "
"(10 tools)."
),
)
result = await agent.run(
"What tools are available in Instagram (Social Media & Business)?"
)
print(result.data)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Instagram (Social Media & Business) MCP Server
Connect your Instagram Business account to any AI agent and take full control of your social media content and audience engagement through natural conversation.
Pydantic AI validates every Instagram (Social Media & Business) tool response against typed schemas, catching data inconsistencies at build time. Connect 10 tools through the Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code — full type safety, structured output guarantees, and dependency injection for testable agents.
What you can do
- Content Publishing — Dispatch professional photos and high-impact reels directly from your agent, including custom captions and automated scheduling flows
- Audience Insights — Query deep performance metrics for your posts and stories to understand reach, impressions, and engagement trends in real-time
- Comment Management — List, retrieve, and respond to customer comments on your media items to maintain a high-touch social presence effortlessly
- Media Inventory — Enumerate your published content library and extract detailed metadata, including permalinks and media types (IMAGE, VIDEO, CAROUSEL)
- Profile Audit — Access your Business account profile data and monitor follower counts and account biographies securely
- Token Management — Refresh long-lived access tokens directly through your agent to ensure uninterrupted service connectivity
The Instagram (Social Media & Business) MCP Server exposes 10 tools through the Vinkius. Connect it to Pydantic AI in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Instagram (Social Media & Business) to Pydantic AI via MCP
Follow these steps to integrate the Instagram (Social Media & Business) MCP Server with Pydantic AI.
Install Pydantic AI
Run pip install pydantic-ai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from Instagram (Social Media & Business) with type-safe schemas
Why Use Pydantic AI with the Instagram (Social Media & Business) MCP Server
Pydantic AI provides unique advantages when paired with Instagram (Social Media & Business) through the Model Context Protocol.
Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
Model-agnostic architecture — switch between OpenAI, Anthropic, or Gemini without changing your Instagram (Social Media & Business) integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
Dependency injection system cleanly separates your Instagram (Social Media & Business) connection logic from agent behavior for testable, maintainable code
Instagram (Social Media & Business) + Pydantic AI Use Cases
Practical scenarios where Pydantic AI combined with the Instagram (Social Media & Business) MCP Server delivers measurable value.
Type-safe data pipelines: query Instagram (Social Media & Business) with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple Instagram (Social Media & Business) tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query Instagram (Social Media & Business) and output structured, schema-compliant notifications
Testing and QA: use Pydantic AI's dependency injection to mock Instagram (Social Media & Business) responses and write comprehensive agent tests
Instagram (Social Media & Business) MCP Tools for Pydantic AI (10)
These 10 tools become available when you connect Instagram (Social Media & Business) to Pydantic AI via MCP:
delete_comment
Requires a comment_id. Delete an Instagram comment
get_comments
Requires a media_id — get it from instagram.media first. To reply to a comment, use instagram.comment.reply. To delete a comment, use instagram.comment.delete. Get comments on an Instagram post — text, username, timestamp, like count, and reply count
get_insights
Requires a media_id — get it from instagram.media first. Only works for Business and Creator accounts. Returns: impressions (total views including repeats), reach (unique accounts), likes, comments, shares, saves. Get performance insights for an Instagram post: impressions, reach, likes, comments, shares, saves, and total interactions
get_media
Returns media_type, caption, permalink, like_count, comments_count, timestamp. For post performance metrics, use instagram.insights with the media_id. For comments, use instagram.comments with the media_id. Get recent Instagram posts — images, videos, reels, carousels — with like and comment counts
get_media_children
Requires a media_id. Get all photos/videos within an Instagram carousel album
get_profile
Returns: username, display name, biography, followers, following, post count, website, profile picture, account type. For posts/media, use instagram.media. For post performance, use instagram.insights. Get the authenticated Instagram account profile: username, bio, follower count, following, post count, website
publish_photo
The image_url MUST be a publicly accessible HTTPS URL — Instagram fetches it directly. Only works for Business and Creator accounts. For videos/reels, use instagram.publish.reel. ALWAYS confirm with the user before publishing. This action is irreversible. Publish a photo to Instagram — provide a public image URL and caption
publish_reel
The video_url MUST be a publicly accessible HTTPS URL pointing to an MP4 file. Only works for Business and Creator accounts. For photos, use instagram.publish.photo. ALWAYS confirm with the user before publishing. This action is irreversible. Publish a Reel to Instagram — provide a public video URL and caption
refresh_token
Can be called any time after the token has been active for at least 24 hours. After refreshing, ALWAYS show the new access token and instruct the user to update their INSTAGRAM_ACCESS_TOKEN credential in Vinkius. The old token becomes invalid. Refresh your Instagram access token — extends validity for another 60 days
reply_comment
Requires a comment_id. Reply to an Instagram comment
Example Prompts for Instagram (Social Media & Business) in Pydantic AI
Ready-to-use prompts you can give your Pydantic AI agent to start working with Instagram (Social Media & Business) immediately.
"Publish this photo to Instagram with caption 'Enjoying the sunset! #vibes': https://example.com/photo.jpg"
"Show me the insights for my last 3 posts"
"Are there any new comments on the 'Product Launch' Reel?"
Troubleshooting Instagram (Social Media & Business) MCP Server with Pydantic AI
Common issues when connecting Instagram (Social Media & Business) to Pydantic AI through the Vinkius, and how to resolve them.
MCPServerHTTP not found
pip install --upgrade pydantic-aiInstagram (Social Media & Business) + Pydantic AI FAQ
Common questions about integrating Instagram (Social Media & Business) MCP Server with Pydantic AI.
How does Pydantic AI discover MCP tools?
MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.Does Pydantic AI validate MCP tool responses?
Can I switch LLM providers without changing MCP code?
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Connect Instagram (Social Media & Business) to Pydantic AI
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.