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Loren's AI Solutions MCP server

Which servers in the official MCP registry are Loren's AI Solutions's own, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-24

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Whose server it is
  • Registry namecom.lorensaisolutions.preflight/agent-preflightverified in the MCP registry

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

When we asked itchecked 2026-10-24
  • Stateanswerschecked 2026-10-24
  • Tools7
  • Server calls itselfagent-preflight-edge-paywall
  • Server version2.1.4-production-repair
  • Protocol version2025-06-18

On 2026-10-24 the server answered initialize and tools/list without a sign-in. First answer in 159 ms.

Should an agent connect itSkip it
  • Its tools do none of the product's use cases we checked: Answer website visitor questions through chat; Send instant text replies to missed calls; Let customers book appointments online.
  • Checked on 3 of the 7 days it takes to judge reliability.

Once connected

  • Parameters are untyped or undescribed in 7 of 7 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: 3, the first on 2026-10-24
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 3 so far
  • What an agent can do with it0 of 3 use cases
  • Answeredmeasuring3 of the 7 daily checks it takes to print a share
  • Median first answer171 ms
  • Space in an agent's context≈ 531 tokensthe definitions of all its tools (7), which an agent carries on every turn
  • Tool definitionsB · 83 of 100
  • Typed results0 of 7 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 7 of 7

What an agent can do with it

  • cannot · Answer website visitor questions through chat
  • cannot · Send instant text replies to missed calls
  • cannot · Let customers book appointments online

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 (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). 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 offers7 tools · read 2026-10-24
  • access_check

    Loss-leader URL access, login, and CAPTCHA check. Price: $0.05 USDC. Example: GET /v1/access-check?url=https://example.com

  • api_discovery

    Discover OpenAPI, Swagger, GraphQL, MCP, and API documentation signals. Price: $0.10 USDC. Example: GET /v1/api-discovery?url=https://example.com

  • change_check

    Fetch a URL and compare its content fingerprint with the prior KV observation. Price: $0.10 USDC. Example: POST /v1/change-check

  • preflight

    Single-fetch URL intelligence, access checks, commerce signals, and risk. Price: $0.15 USDC. Example: GET /v1/preflight?url=https://example.com&intent=research

  • product_intel

    Extract product price, availability, add-to-cart, and commerce risk signals. Price: $0.15 USDC. Example: GET /v1/product-intel?url=https://example.com

  • batch_preflight

    Run standard preflight against as many as 10 URLs in one paid request. Price: $0.35 USDC. Example: POST /v1/batch-preflight

  • premium_preflight

    Triple-user-agent intelligence with five-hop redirect evidence, retries, access controls, commerce risk, can_proceed, and proof. Price: $0.75 USDC. Example: GET /v1/premium-preflight?url=https://example.com

How to connect

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

{
  "mcpServers": {
    "agent-preflight": {
      "type": "http",
      "url": "https://preflight.lorensaisolutions.com/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http lorensaisolutions https://preflight.lorensaisolutions.com/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://preflight.lorensaisolutions.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.