Compatible with every major AI agent and IDE
What is the PhotoPrism MCP Server?
Connect your self-hosted PhotoPrism instance to any AI agent to interact with your personal media collection through natural language.
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.
How it works
- Subscribe to this server
- Enter your PhotoPrism URL and API Token
- Start searching and viewing your media from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Photography Enthusiasts — Quickly find specific shots without manual scrolling through thousands of files
- Self-Hosters — Integrate your private cloud with your favorite AI tools for a seamless media experience
- Content Creators — Retrieve assets from your library directly within your coding or writing workflow
Built-in capabilities (7)
Create an OAuth2 token
Get OAuth2 Authorization
Get OAuth2 UserInfo
Get a thumbnail image URL for a photo
Get a video streaming URL
Revoke an OAuth2 token
Search for photos in PhotoPrism
Why Windsurf?
Windsurf's Cascade agent chains multiple PhotoPrism tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 7 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
- —
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
- —
Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
- —
JSON-based configuration means zero code changes: paste a URL, reload, and all 7 tools are immediately available
- —
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
PhotoPrism in Windsurf
PhotoPrism and 4,000+ other MCP servers. One platform. One governance layer.
Teams that connect PhotoPrism to Windsurf through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 4,000+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for PhotoPrism in Windsurf
The PhotoPrism 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. All 7 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in Windsurf only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.

* 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
How Vinkius secures
PhotoPrism for Windsurf
Every tool call from Windsurf to the PhotoPrism MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can I search for photos by specific filters like color or camera model?
Yes! Use the search_photos tool with the q parameter. You can use filters like 'color:blue' or 'camera:iPhone' just as you would in the PhotoPrism web interface.
What thumbnail sizes are available for my photos?
The get_thumbnail_url tool supports several standard sizes: tile_50, tile_500, fit_720, fit_1280, and fit_1920.
Does this integration support video playback?
Yes. The get_video_url tool constructs a streaming URL for a specific file hash, allowing you to view your videos directly from the provided link.
How does Windsurf discover MCP tools?
Windsurf reads the mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.
Can Cascade chain multiple MCP tool calls?
Yes. Cascade is an agentic system. it can plan and execute multi-step workflows, calling several tools in sequence to accomplish complex tasks without manual prompting between steps.
Does Windsurf support multiple MCP servers?
Yes. Add as many servers as needed in mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.
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