Frontier Signal MCP

Query verified AI data-broker buyer programmes and demand signals from VE Lab Frontier Signal.

Public and read-only. No API keys, no login, no gated watchlist. Tools never invent hit counts.

Live surfaces:

• Remote MCP (Streamable HTTP): https://mcp.velab.org/mcp (preferred custom domain after deploy; *.workers.dev is the v1 fallback)

• Privacy policy: docs/privacy.md · hosted at /privacy on the same Worker

• Product: velab.org/frontier-signal

• Public weekly brief: velab.org/frontier-signal/brief

• Gated watchlist (not exposed here): velab.org/frontier-signal/watchlist

What it does

One verb: query verified buyer programmes and demand signals.

Every tool sets title and readOnlyHint: true (Claude Connectors / ChatGPT Apps requirement). Mention counts on demand_mix are heuristics recorded on the baseline, not search-engine hit counts.

Related MCP server: tools4foresight

Remote HTTPS MCP

This is the path for Official MCP Registry remotes, Claude custom connectors, and ChatGPT Apps.

If mcp.velab.org is not yet attached, the Worker also publishes https://frontier-signal-mcp.<your-subdomain>.workers.dev/mcp. After wrangler deploy, Wrangler prints the live URL — use that until the custom domain is on.

Hit the remote URL

# Health
curl -sS https://mcp.velab.org/health

# MCP initialize (Streamable HTTP)
curl -sS https://mcp.velab.org/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"curl","version":"0"}}}'

Cursor (remote):

{
  "mcpServers": {
    "frontier-signal": {
      "url": "https://mcp.velab.org/mcp"
    }
  }
}

Claude custom connector — test steps

1. Open claude.ai → Settings → Connectors (or Custom connectors).

2. Add custom connector.

3. Name: Frontier Signal.

4. URL: https://mcp.velab.org/mcp (or the workers.dev URL from deploy).

5. Authentication: No authentication.

6. Save and enable the connector for a chat.

7. Ask: Using Frontier Signal, list observed dates and then the demand mix. Do not invent extra mention counts.

8. Confirm Claude calls list_observed_dates then demand_mix. Latest cut should be 2026-11-03 in this checkout; Software / code mention count is 12 (heuristic, not a hit count).

9. Optional: Look up Lazarus → get_programme returns Turing (Lazarus). Show the public brief → latest_brief must not include gated watchlist copy.

ChatGPT Apps / Connectors

1. Create or edit the app / custom GPT.

2. Add an MCP server / connector with URL https://mcp.velab.org/mcp.

3. No OAuth client ID or secret.

4. Smoke the same prompts as the Claude steps above.

5. Point the app’s privacy URL at https://mcp.velab.org/privacy.

Listing materials (Registry, Claude, ChatGPT)

server.json lists the Streamable HTTP remote plus the local PyPI/stdio package. Registry publish is still a later step (mcp-publisher).

Local stdio (Cursor / Claude Desktop)

Requires Python 3.11+ and uv.

git clone https://github.com/collectivewinca/frontier-signal-mcp
cd frontier-signal-mcp
uv sync
uv run python -m frontier_signal_mcp

Equivalent: uv run frontier-signal-mcp.

Cursor (~/.cursor/mcp.json or project .cursor/mcp.json)

{
  "mcpServers": {
    "frontier-signal": {
      "command": "uv",
      "args": [
        "--directory",
        "/ABSOLUTE/PATH/to/frontier-signal-mcp",
        "run",
        "python",
        "-m",
        "frontier_signal_mcp"
      ]
    }
  }
}

Claude Desktop (claude_desktop_config.json)

Same command / args as Cursor, under mcpServers.frontier-signal.

Deploy the Worker

Cloudflare account used by VE Lab Workers: aa6789c67f992fd0b9f5933e86e11184 (set as account_id in worker/wrangler.jsonc).

cd worker
npm ci
npm test
npx wrangler login          # or: export CLOUDFLARE_API_TOKEN=...
npx wrangler deploy         # prints https://frontier-signal-mcp.<subdomain>.workers.dev

This environment has no Cloudflare API token, so production is not published from the PR agent. Config is worker/wrangler.jsonc (Wrangler 4; equivalent to wrangler.toml). After login, the commands above are the whole deploy.

Or from repo root: bash scripts/deploy.sh.

Attach the preferred host after the Worker exists and the velab.org zone is in this account:

cd worker
npx wrangler deploy --x-route-zones --domain mcp.velab.org

Then confirm:

• https://mcp.velab.org/mcp — Streamable HTTP

• https://mcp.velab.org/privacy — this policy

• https://mcp.velab.org/health — { ok: true, ... }

Local Worker: cd worker && npm run dev then http://127.0.0.1:8787/mcp.

Dropping in a newer daily baseline: add files under data/, run npm run embed-data in worker/, redeploy. The Python stdio server picks up new files on the next tool call without a rebuild.

Data (offline from the repo)

data/baselines/YYYY-MM-DD.json
data/briefs/YYYY-MM-DD.md

Sample cuts: 2026-10-30, 2026-11-02, 2026-11-03 (plus the public brief for 2026-11-03).

1. Copy the day’s JSON to data/baselines/YYYY-MM-DD.json (observed must match the filename).

2. Copy only the public brief to data/briefs/YYYY-MM-DD.md. Stop before any gated / watchlist-login heading.

3. Stdio: restart the MCP client if needed. Remote: cd worker && npm run embed-data && npx wrangler deploy.

Override the Python data directory with FRONTIER_SIGNAL_DATA_DIR=/path/to/data.

Privacy

Full policy: docs/privacy.md (rendered at /privacy on the Worker).

• Public verified data only. No PII, no credentials, no API keys.

• No gated watchlist content. latest_brief strips gated headings.

• No invented hit counts. demand_mix returns the hot array as recorded.

• No auth is correct for this product.

Distribution intent (10-store)

1. Official MCP Registry — server.json name io.github.collectivewinca/frontier-signal-mcp, with remotes (Streamable HTTP) and packages (stdio).

2. ChatGPT Apps and Claude Connectors (custom connector URL above).

3. Then Google Connected Apps, Grok, Cursor Marketplace, Meta Muse, Copilot Agent Store, AgentExchange, AWS Marketplace.

This repo is not yet submitted to those stores.

Development

uv sync
uv run pytest
cd worker && npm ci && npm test

See AGENTS.md for invariants and CHANGELOG.md for releases.

License

MIT