Photo Scout MCP server
online · 100% uptimeFind nearby photo spots using real street imagery, visual scores and camera headings.
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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 postsdiscover_photo_spotsFreeFind 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_pricesFreeShow 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
- –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
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
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.jsonThe 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 testsThe 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 NourishLocal-first nutrition MCP for AI agents: food, barcode, photo, intake, hydration, goals.not reviewedGrowingA
- DesignesyDesign quality gate for AI-generated UI: score any URL on 45 deterministic checks, A–F grade.not reviewedGrowingA