Koskamo

Little Weirdo MCP

A machine-to-machine service for deterministic public web change detection and commercial change intelligence. It provides MCP tools to observe public pages for content changes and interpret proven commercial changes, such as price updates, with evidence-bound claims.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

Little Weirdo MCP logo, by Little WeirdoCommunity listingStreamable HTTPNo sign-inEndpoint checked 2026-11-07Published by Little Weirdo
You need:A founder-issued machine credential is required on every call.Access is founder-reviewed during the beta.There is no self-service credential issuance and no automatic approval.
MCP endpoint (Streamable HTTP)
https://weirdo-genesis-watch.lovable.app/api/public/weirdo/v1/mcp
Vendor documentation

What its tools do

2 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Read-only (2)

2 of 2 have a description · 2 of 2 declare behavior hints · 2 of 2 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Detect content changes on public web pages
  • Interpret commercial implications of price changes
  • Monitor pricing and offer pages for intelligence
  • Obtain deterministic evidence of web updates

Source and maintenance

Community listingRegistry 0.1.0
mcp-registry: io.github.branpastran/project-little-weirdo@0.1.0Source repositoryProject website
Maintenance checked

Protocol and capabilities

Server
project-little-weirdo 0.1.0
MCP protocol negotiated in check
2025-06-18
Tools
2 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": false
  }
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

Project Little Weirdo observes lawful public web pages deterministically and, for pricing or commercial-offer pages only, interprets what a proven change means commercially. Two layers, never mixed: - OBSERVATION is deterministic evidence (text length, content fingerprint, arithmetic delta). - INTERPRETATION is derived inference over already-persisted observations, and every claim must quote observed text. When evidence does not support a commercial claim, the tool truthfully returns insufficient evidence rather than inventing meaning. Free beta: no payment, metering or billing exists. A machine credential is required and calls are rate limited. Lawful public-web use only: private networks, credentialed pages and non-public content are refused. There is no guarantee that any page contains commercial intelligence.

Tools

2 advertised

observe_public_page — Observe a lawful public page
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

DETERMINISTIC OBSERVATION. Fetches one lawful public web page and records a bounded representation of it (title, normalized text length, content fingerprint). If the page was observed before, returns an arithmetic comparison against the previous observation: BASELINE_CREATED, NO_CHANGE or CONTENT_CHANGED. Makes no claim about meaning. Input: url (public http/https page). Private, loopback and internal addresses are refused; redirects, response size and timeouts are bounded. Uncertainty: the verdict is arithmetic, not semantic. A CONTENT_CHANGED verdict proves the content differs, not that the difference matters. Cost: free beta, rate limited per credential. No payment capability exists.

observe_public_page input schema
{
  "type": "object",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "Absolute http(s) URL of a lawful, public, non-credentialed page."
    }
  },
  "additionalProperties": false
}
observe_public_page annotations
{
  "readOnlyHint": true,
  "openWorldHint": true,
  "destructiveHint": false
}
interpret_commercial_change — Interpret a proven commercial change
Advertised by the server during the last successful anonymous check.
Advertised read-only

SEMANTIC INTERPRETATION over PRICING AND COMMERCIAL-OFFER PAGES ONLY. Requires a target that already has two persisted observations with a deterministic CONTENT_CHANGED verdict; it never refetches the page and never decides whether a change occurred. Input: targetId (returned by observe_public_page), optionally fromObservationId/toObservationId. Returns classified commercial changes (price, plan, discount, availability, packaging...) where every claim quotes observed before/after text, plus rejected claims and their rejection reasons. Uncertainty: unsupported, immaterial, numerically inconsistent or low-confidence claims are discarded. Non-commercial pages return INSUFFICIENT_EVIDENCE with no changes. There is no guarantee that a page contains commercial intelligence. Cost: free beta, model-backed and separately rate limited per credential.

interpret_commercial_change input schema
{
  "type": "object",
  "required": [
    "targetId"
  ],
  "properties": {
    "targetId": {
      "type": "string",
      "description": "Target UUID from a previous observation."
    },
    "toObservationId": {
      "type": "string",
      "description": "Optional 'after' observation UUID."
    },
    "fromObservationId": {
      "type": "string",
      "description": "Optional 'before' observation UUID."
    }
  },
  "additionalProperties": false
}
interpret_commercial_change annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "destructiveHint": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
967 ms
95th percentile latency
967 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 967 ms · metadata changed · 2 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http little-weirdo-mcp https://weirdo-genesis-watch.lovable.app/api/public/weirdo/v1/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add little-weirdo-mcp --url https://weirdo-genesis-watch.lovable.app/api/public/weirdo/v1/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable little-weirdo-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "little-weirdo-mcp": {
      "url": "https://weirdo-genesis-watch.lovable.app/api/public/weirdo/v1/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "little-weirdo-mcp": {
      "type": "streamableHttp",
      "url": "https://weirdo-genesis-watch.lovable.app/api/public/weirdo/v1/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start little-weirdo-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "little-weirdo-mcp": {
      "type": "http",
      "url": "https://weirdo-genesis-watch.lovable.app/api/public/weirdo/v1/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http little-weirdo-mcp https://weirdo-genesis-watch.lovable.app/api/public/weirdo/v1/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://weirdo-genesis-watch.lovable.app/api/public/weirdo/v1/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "little-weirdo-mcp": {
      "serverUrl": "https://weirdo-genesis-watch.lovable.app/api/public/weirdo/v1/mcp"
    }
  }
}

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