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Allcams MCP server

Which MCP servers are Allcams's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-26

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Whose server it is
  • Registry namefm.allcams/camsverified in the MCP registry

The registry name sits under allcams.fm. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-26
  • Stateanswerschecked 2026-10-26
  • Tools5
  • Server calls itselfallcams.fm
  • Server version1.0
  • Protocol version2025-06-18

On 2026-10-26 the server answered initialize and tools/list without a sign-in. First answer in 182 ms.

Should an agent connect itConnect it, with care
  • Its tools do Find a live cam performer currently streaming on any platform, but not Get notified when a followed performer opens her room.

Once connected

  • For "Find a live cam performer currently streaming on any platform", the likely first call is list_online.
  • Parameters are untyped or undescribed in 4 of 5 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 10, the first on 2026-10-26
  • INITE MCP score79 of 100answers 100 · does the job 50 · definitions 70 · context 100 · connects 100
  • What an agent can do with it1 of 2 use cases
  • Answered100% of days10 of 10 daily checks
  • Median first answer219 ms
  • Space in an agent's context≈ 478 tokensthe definitions of all its tools (5), which an agent carries on every turn
  • Tool definitionsC · 70 of 100
  • Typed results4 of 5 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 4 of 5
  • Not saying whether it only reads or can destroy: 5 of 5

What an agent can do with it

  • can do · Find a live cam performer currently streaming on any platform
  • not sure · Filter live rooms by category, performer type or tags
  • cannot · Get notified when a followed performer opens her room

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers5 tools · read 2026-10-26
  • site_overview

    What this site is, key facts, menu sections and languages (the llms.txt).

  • list_categories

    Every category page of one language with its slug and one-line description. Use the slug in get_category and list_online.

  • get_category

    Markdown of one category page: text, which platforms run it, how many models are online, related categories.

  • get_model

    Markdown of one model page: status (online/offline, viewers), platform, languages, statistics, tags, the sign-up link; for a retired model, a short state record (retired/gone/removed, dates, where the page redirects).

  • list_online

    Models live right now, most viewers first. category narrows to one category slug, nickname finds one model, limit (1-100, default 20) and page page through.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "cams": {
      "type": "http",
      "url": "https://allcams.fm/api/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http allcams https://allcams.fm/api/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://allcams.fm/api/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.