PhotoPrism MCP Server for LangChainGive LangChain instant access to 7 tools to Create Oauth Token, Get Oauth Authorize, Get Oauth Userinfo, and more

Name: PhotoPrism
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

LangChain is the leading Python framework for composable LLM applications. Connect PhotoPrism through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

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The PhotoPrism MCP Server for LangChain is a standout in the Productivity category — giving your AI agent 7 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python

import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MultiServerMCPClient({
        "photoprism": {
            "transport": "streamable_http",
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
        }
    }) as client:
        tools = client.get_tools()
        agent = create_react_agent(
            ChatOpenAI(model="gpt-4o"),
            tools,
        )
        response = await agent.ainvoke({
            "messages": [{
                "role": "user",
                "content": "Using PhotoPrism, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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.

LangChain's ecosystem of 500+ components combines seamlessly with PhotoPrism through native MCP adapters. Connect 7 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.

What you can do

Advanced Search — Query your library using keywords, colors, or dates with the search_photos tool.
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_token and get_oauth_userinfo.

The PhotoPrism MCP Server exposes 7 tools through the Vinkius. Connect it to LangChain 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 LangChain

When LangChain 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

Create oauth token on PhotoPrism

Create an OAuth2 token

get

Get oauth authorize on PhotoPrism

Get OAuth2 Authorization

get

Get oauth userinfo on PhotoPrism

Get OAuth2 UserInfo

get

Get thumbnail url on PhotoPrism

Get a thumbnail image URL for a photo

get

Get video url on PhotoPrism

Get a video streaming URL

revoke

Revoke oauth token on PhotoPrism

Revoke an OAuth2 token

Search photos on PhotoPrism

Search for photos in PhotoPrism

Connect PhotoPrism to LangChain via MCP

Follow these steps to wire PhotoPrism into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save the code and run python agent.py

Explore tools

The agent discovers 7 tools from PhotoPrism via MCP

Why Use LangChain with the PhotoPrism MCP Server

LangChain provides unique advantages when paired with PhotoPrism through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine PhotoPrism MCP tools with 500+ LangChain components

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

Memory and conversation persistence let agents maintain context across PhotoPrism queries for multi-turn workflows

PhotoPrism + LangChain Use Cases

Practical scenarios where LangChain combined with the PhotoPrism MCP Server delivers measurable value.

RAG with live data: combine PhotoPrism tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query PhotoPrism, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain PhotoPrism tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every PhotoPrism tool call, measure latency, and optimize your agent's performance

Example Prompts for PhotoPrism in LangChain

Ready-to-use prompts you can give your LangChain 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 LangChain

Common issues when connecting PhotoPrism to LangChain through Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

PhotoPrism + LangChain FAQ

Common questions about integrating PhotoPrism MCP Server with LangChain.

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.