MCP.Market

Photo Scout MCP server

online · 100% uptime
by impanyu·io.github.impanyu/photo-scout·v0.1.0

Find nearby photo spots using real street imagery, visual scores and camera headings.

A91/100grade A
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Safety scan
A91/100

full report

Adoption
Growing

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If you have run it, two minutes of your experience saves the next person an afternoon.

Photo Scout tools (2)

write = sends, deletes, buys or posts
  • discover_photo_spotsFree

    Find nearby POIs, compare available images, and return ranked photo spots with scores, camera headings, reasons and source links. Costs $2.00 USDC on Base per call.

  • list_photo_scout_pricesFree

    Show per-search pricing, payment method and limitations. This tool is free.

Public scan report

scanner v0.1.10 · 2026-10-09 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 514ms20/20
  • Tool poisoning2 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 1 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 91/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Photo Scout compares

Against every graded Media MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
91/100
higher than 83% of 1,337 Media servers
Tools
2
the typical Media server has 7
Tools that change things
0%
typical: 4%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote Media server answers 100%
Response time
200 ms
faster than 71% of 862 Media servers

What its tools let an agent do: 2 read

Install Photo Scout in Claude Code, Cursor or VS Code

claude mcp add --transport http photo-scout https://api.aisoup.net/photo-scout/mcp
Add to Cursor

What the publisher says

From the Photo Scout repository's README, as published. We do not edit it. Read it on GitHub

Agentic Services

Agentic Services is a multi-service platform for human users, autonomous agents, or both. Each service owns a focused capability and can be sold independently through the appropriate user-facing and/or machine-facing channel.

Services belong to one of three product categories:

  • Human-only: designed for people to use through a UI; no agent-callable interface is required.
  • Agent-only: designed for autonomous agents to discover, purchase, and invoke through a machine interface; an informational product page is not a human-use UI.
  • Human-and-agent: provides both a usable human UI and a machine service interface for the same underlying capability.

The category describes intended users, not whether a website or API happens to exist. APIs, MCP tools, and A2A services are possible machine transports; a human UI is a separate product surface.

Product contract

Every published service has a stable identity, its own offer and delivery contract, a payment path, and service-level and policy information. Requirements depend on its category:

  • Human-only services need a usable UI and human checkout or entitlement flow.
  • Agent-only services need a machine-readable description, input/output schemas, a callable transport, and machine-compatible pricing and payment.
  • Human-and-agent services need both complete surfaces, backed by the same service identity and consistent results and commercial terms where applicable.
  • Paid delivery must be metered and recorded. Machine calls require idempotency and verifiable receipts; human transactions require an order record and appropriate receipt.
  • Data services publish provenance and freshness appropriate to their claims.

For services with an agent interface, 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. Human-only services do not need an agent manifest.

Repository layout

docs/                         Product and system design
examples/                     Example service manifests
schemas/                      Versioned protocol schemas
services/                     Product-specific documentation
src/agentic_services/         Runnable gateway and Web Evidence API
tests/                        API contract and safety tests

The initial protocol is defined by schemas/service-manifest.schema.json. An illustrative service is in examples/weather-risk.service.json.

Architecture

The platform has four layers:

  • Service layer — focused information products owned by individual service modules.
  • Gateway layer — identity, quotes, payment verification, rate limits, and receipts.
  • Registry layer — capability search, health, reputation, and machine-readable manifests.
  • Settlement layer — adapters for pay-per-call, credits, and subscriptions.

See docs/architecture.md for the execution flow and docs/roadmap.md for the build sequence.

For Niche Discovery, see the continuous collection and agent-analysis design. Its Niche Manager Agent owns autonomous research and knowledge-base maintenance through an extensible tool registry, memory, periodic runs and event-driven wakes.

Design principles

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Photo Scout: common questions

Is Photo Scout MCP server safe?
Yes, by our scan: it is graded A (91/100). Read the Photo Scout safety report
How do I install Photo Scout?
It runs remotely at api.aisoup.net. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Photo Scout need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Photo Scout maintained?
The last commit was 26 days ago (2026-10-09). The latest release is v0.1.0.
Is Photo Scout up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of Photo Scout?
Servers from other publishers that do the same job: Wellness Nourish MCP server and Designesy MCP server.
How does Photo Scout compare with other Media MCP servers?
safety score 91/100 (higher than 83% of 1,337 Media servers); tools 2 (the typical Media server has 7); tools that change things 0% (typical: 4%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Photo Scout

Same job from other publishers: the closest match first, then the best rated.

  • Wellness Nourish
    Local-first nutrition MCP for AI agents: food, barcode, photo, intake, hydration, goals.
    A
  • Designesy
    Design quality gate for AI-generated UI: score any URL on 45 deterministic checks, A–F grade.
    A

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