PhotoPrism MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 7 tools to Create Oauth Token, Get Oauth Authorize, Get Oauth Userinfo, and more
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect PhotoPrism through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
Ask AI about this MCP Server for OpenAI Agents SDK
The PhotoPrism MCP Server for OpenAI Agents SDK is a standout in the Productivity category — giving your AI agent 7 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="PhotoPrism Assistant",
instructions=(
"You help users interact with PhotoPrism. "
"You have access to 7 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from PhotoPrism"
)
print(result.final_output)
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 PhotoPrism MCP Server
Connect your self-hosted PhotoPrism instance to any AI agent to interact with your personal media collection through natural language.
The OpenAI Agents SDK auto-discovers all 7 tools from PhotoPrism through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries PhotoPrism, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Advanced Search — Query your library using keywords, colors, or dates with the
search_photostool. - Visual Previews — Generate direct URLs for thumbnails in various sizes using
get_thumbnail_url. - Video Streaming — Access streaming links for your stored videos with
get_video_url. - OAuth Management — Handle authentication tokens and user information securely with
create_oauth_tokenandget_oauth_userinfo.
The PhotoPrism MCP Server exposes 7 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 7 PhotoPrism tools available for OpenAI Agents SDK
When OpenAI Agents SDK connects to PhotoPrism through Vinkius, your AI agent gets direct access to every tool listed below — spanning media-management, photo-library, metadata-search, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Create oauth token on PhotoPrism
Create an OAuth2 token
Get oauth authorize on PhotoPrism
Get OAuth2 Authorization
Get oauth userinfo on PhotoPrism
Get OAuth2 UserInfo
Get thumbnail url on PhotoPrism
Get a thumbnail image URL for a photo
Get video url on PhotoPrism
Get a video streaming URL
Revoke oauth token on PhotoPrism
Revoke an OAuth2 token
Search photos on PhotoPrism
Search for photos in PhotoPrism
Connect PhotoPrism to OpenAI Agents SDK via MCP
Follow these steps to wire PhotoPrism into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install the SDK
pip install openai-agents in your Python environmentReplace the token
[YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.comRun the script
python agent.pyExplore tools
Why Use OpenAI Agents SDK with the PhotoPrism MCP Server
OpenAI Agents SDK provides unique advantages when paired with PhotoPrism through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
PhotoPrism + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the PhotoPrism MCP Server delivers measurable value.
Automated workflows: build agents that query PhotoPrism, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries PhotoPrism, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through PhotoPrism tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query PhotoPrism to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for PhotoPrism in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with PhotoPrism immediately.
"Search for photos of 'mountains' taken in 2023."
"Get a high-resolution thumbnail for the photo with hash 7af8b9c0."
"Show me my PhotoPrism account information."
Troubleshooting PhotoPrism MCP Server with OpenAI Agents SDK
Common issues when connecting PhotoPrism to OpenAI Agents SDK through Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
PhotoPrism + OpenAI Agents SDK FAQ
Common questions about integrating PhotoPrism MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
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