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Photo Scout

R0· no sign-in

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

v0.1.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality91strong
Trust93of 100
Uptime, 30 days98%
Latency p50300 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "photo-scout": {
      "type": "http",
      "url": "https://api.aisoup.net/photo-scout/mcp"
    }
  }
}
claude mcp add --transport http photo-scout https://api.aisoup.net/photo-scout/mcp
[mcp_servers.photo-scout]
url = "https://api.aisoup.net/photo-scout/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "photo-scout": {
      "type": "remote",
      "url": "https://api.aisoup.net/photo-scout/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "photo-scout": {
      "type": "http",
      "url": "https://api.aisoup.net/photo-scout/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=photo-scout&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYXBpLmFpc291cC5uZXQvcGhvdG8tc2NvdXQvbWNwIn0%3D"
}
{
  "servers": {
    "photo-scout": {
      "type": "http",
      "url": "https://api.aisoup.net/photo-scout/mcp"
    }
  }
}
{
  "mcpServers": {
    "photo-scout": {
      "httpUrl": "https://api.aisoup.net/photo-scout/mcp"
    }
  }
}
extensions:
  "photo-scout":
    enabled: true
    name: "photo-scout"
    type: streamable_http
    uri: "https://api.aisoup.net/photo-scout/mcp"
    timeout: 300

Quality 91 / 100strong

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations2 of 2 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 1,883 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changes3 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

2 tools, about 1,883 tokens to load them all · tool set f407548b4f0b · tools last changed 2026-10-11 · checked 2026-10-20 14:54 UTC

Tool changes

  • discover_photo_spotschangedtitle, description, input schema
    before

    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.

    after · 81% of words in common

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

  • discover_photo_spotschangedinput schema
  • discover_photo_spotschangedinput schema

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 93 / 100

duplicate-repo
provenance90
liveness99
freshness100
hygiene80

+repository +namespace-matches-repo +website +reachable +uptime-98% +updated-12d-ago -duplicate-repo(3 names)

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://api.aisoup.net/photo-scout/mcp streamable-httpnoneyes98%300 ms2025-11-252026-10-20

Tools (2)

discover_photo_spotsFind POIs nearby or along a walking/driving route, 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_pricesread-onlyShow per-search pricing, payment method and limitations. This tool is free.

Schemas: list_tools.

Also listed as

2 other active names share this repository: io.github.impanyu/contractor-check, io.github.impanyu/web-evidence

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Official server.json
{
  "name": "io.github.impanyu/photo-scout",
  "title": "Photo Scout",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://api.aisoup.net/photo-scout/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.1.0",
  "repository": {
    "url": "https://github.com/impanyu/agentic_services",
    "source": "github"
  },
  "websiteUrl": "https://aisoup.net/photo-scout/",
  "description": "Find nearby photo spots using real street imagery, visual scores and camera headings."
}