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EveryAI MCP server

Which MCP servers are EveryAI'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 2026-11-01

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Whose server it is
  • Registry namecom.every-ai/ai-toolsverified in the MCP registry

The registry name sits under every-ai.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-11-01
  • Stateanswerschecked 2026-11-01
  • Tools6
  • Server calls itselfeveryai
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-11-01 the server answered initialize and tools/list without a sign-in. First answer in 299 ms.

Should an agent connect itSkip it
  • Its tools do none of the product's use cases we checked: Turn a meeting into notes; Generate product images; Debug a React app.
  • Checked on 2 of the 7 days it takes to judge reliability.

Once connected

  • Parameters are untyped or undescribed in 2 of 6 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: 2, the first on 2026-11-01
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 2 so far
  • What an agent can do with it0 of 3 use cases
  • Answeredmeasuring2 of the 7 daily checks it takes to print a share
  • Median first answer433 ms
  • Space in an agent's context≈ 865 tokensthe definitions of all its tools (6), which an agent carries on every turn
  • Tool definitionsA · 94 of 100
  • Typed results0 of 6 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 2 of 6

What an agent can do with it

  • cannot · Turn a meeting into notes
  • cannot · Generate product images
  • cannot · Debug a React app

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 offers6 tools · read 2026-11-01
  • search_tools

    Search the EveryAI directory for AI tools that fit a task, e.g. "transcribe podcast episodes" or "logo maker". Returns the best matches with their EveryAI page, website, category and a short description. Listings marked "featured" are…

  • get_tool

    Full public details of one listed tool (description, features, category, links), found by its EveryAI page URL, its slug, its website, or its exact name.

  • check_listing

    Whether a website already has a live EveryAI listing, and what its owner can do next (claim it, or list it if it is not there yet).

  • list_categories

    EveryAI's categories with their use cases (subcategories), hub pages and how many tools each has.

  • get_featured_offer

    What a Featured listing on EveryAI costs (one-time, no subscription), what it includes, and how a founder buys it. Pass the founder's country for their price.

  • prepare_submission

    For a founder who wants their tool on EveryAI: returns a link to the submit form prefilled with the details you pass. Nothing is submitted; the founder opens it, signs in, and submits free or pays for Featured themselves. If the site is…

How to connect

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

{
  "mcpServers": {
    "ai-tools": {
      "type": "http",
      "url": "https://api.every-ai.com/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http every-ai https://api.every-ai.com/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://api.every-ai.com/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.