photo-scout
MCP serverMediaLets your agent find nearby photo spots using real street imagery, visual scores and camera headings.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Then ask your AI: use photo-scout to list photo scout prices
Details
Available today. Use it as a step in a pipeline you build, or from your connected AI.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Add it as a step in a pipeline you build on Ahel, or connect Ahel to Claude, ChatGPT, Cursor, Claude Code or Codex and ask your AI to use it.
About this server
Find nearby photo spots using real street imagery, visual scores and camera headings.
Install photo-scout
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user photo-scout 'https://api.aisoup.net/photo-scout/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://api.aisoup.net/photo-scout/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=photo-scout&config=eyJ1cmwiOiJodHRwczovL2FwaS5haXNvdXAubmV0L3Bob3RvLXNjb3V0L21jcCJ9Open the link and Cursor adds the server at that address.
ChatGPT
https://api.aisoup.net/photo-scout/mcpIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add photo-scout --url 'https://api.aisoup.net/photo-scout/mcp'Run it once, then sign in with codex mcp login photo-scout if the server asks for an account.
From the project's README
As published by impanyu/agentic_services in README.md. This repository publishes several servers, so only the opening is shown here.
Agentic Services is a service matrix for autonomous agents. Each service exposes a narrow, valuable information capability that an external agent can discover, evaluate, purchase, and call without manual account setup.
The platform treats APIs, MCP tools, agent-to-agent services, software runtimes, and databases as different transports for the same commercial object: an agent service.
Product contract
Every published service must provide:
- A machine-readable description of its capabilities and input/output schemas.
- At least one callable transport: HTTP, MCP, or A2A.
- A deterministic price or a machine-readable quote flow.
- At least one automated payment method.
- Provenance, freshness, service-level, and policy metadata.
- An idempotent execution path and a verifiable receipt.
The canonical public manifest lives at:
https://<service-host>/.well-known/agent-service.json
The same manifest can be indexed by the platform registry and exported to compatible discovery networks.
Repository layout
Shortened here. Read the whole README on GitHub.
Tools it offers (2)
What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.
list_photo_scout_pricesdiscover_photo_spots
Signals
- Last commit
- Oct 2026
Advanced
- Delivery
- photo-scout MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-impanyu-photo-scout- Source
- github.com/impanyu/agentic_services
- Hosted endpoint
https://api.aisoup.net/photo-scout/mcp
github.com/impanyu/agentic_services