Query verified AI data-broker buyer programmes and demand signals.
Maintain this server? Claim it
Call this server's tools from your browser. Nothing to install.
Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.
Tool list from our last check. Connect live to refresh it.
Return deltas_vs_prev (and recheck notes, if any) for a baseline cut. These are the change notes recorded on that JSON file. This tool does not compute new diffs.
Baseline date YYYY-MM-DD. Omit for the latest committed cut.
Pick your client. Values in capitals, like YOUR_TOKEN, are yours to fill in.
claude mcp add --transport http frontier-signal-mcp https://mcp.velab.org/mcp
Return deltas_vs_prev (and recheck notes, if any) for a baseline cut. These are the change notes recorded on that JSON file. This tool does not compute new diffs.
| Argument | Type | Description |
|---|---|---|
| observed | string | Baseline date YYYY-MM-DD. Omit for the latest committed cut. |
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"observed": {
"type": "string",
"description": "Baseline date YYYY-MM-DD. Omit for the latest committed cut."
}
}
}Return hot demand categories recorded on a public baseline. mention_count values are heuristics copied from the JSON cut, not hit counts. This tool never invents additional categories or counts.
| Argument | Type | Description |
|---|---|---|
| observed | string | Baseline date YYYY-MM-DD. Omit for the latest committed cut. |
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"observed": {
"type": "string",
"description": "Baseline date YYYY-MM-DD. Omit for the latest committed cut."
}
}
}Look up one verified programme by exact or fuzzy name. A miss returns match_kind=none — this tool does not invent a programme.
| Argument | Type | Description |
|---|---|---|
| name* | string | Programme name to look up (exact, substring, or fuzzy). |
| observed | string | Baseline date YYYY-MM-DD. Omit for the latest committed cut. |
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"name"
],
"properties": {
"name": {
"type": "string",
"description": "Programme name to look up (exact, substring, or fuzzy)."
},
"observed": {
"type": "string",
"description": "Baseline date YYYY-MM-DD. Omit for the latest committed cut."
}
}
}Return the public Frontier Signal brief markdown for a date. Gated watchlist sections are stripped if present. A brief is never synthesised.
| Argument | Type | Description |
|---|---|---|
| observed | string | Brief date YYYY-MM-DD. Omit for the latest public brief. |
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"observed": {
"type": "string",
"description": "Brief date YYYY-MM-DD. Omit for the latest public brief."
}
}
}List verified buyer programmes (and other sources) from a public baseline. Returns name, url, band, referral, categories, status, notes, and type. An empty list means no rows matched — programmes are never invented.
| Argument | Type | Description |
|---|---|---|
| type | string | Filter by source type: buyer, lab, or seed. Omit for all. |
| status | string | Filter by exact status (case-insensitive), e.g. ok, browser-ok, dead, board-only, 200. |
| category | string | Substring match against the categories field (case-insensitive). |
| observed | string | Baseline date YYYY-MM-DD. Omit for the latest committed cut. |
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"type": {
"type": "string",
"description": "Filter by source type: buyer, lab, or seed. Omit for all."
},
"status": {
"type": "string",
"description": "Filter by exact status (case-insensitive), e.g. ok, browser-ok, dead, board-only, 200."
},
"category": {
"type": "string",
"description": "Substring match against the categories field (case-insensitive)."
},
"observed": {
"type": "string",
"description": "Baseline date YYYY-MM-DD. Omit for the latest committed cut."
}
}
}List baseline dates (and public brief dates) available in this checkout. No live fetch is performed.
No arguments.
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {}
}We read every tool's name, description and inputs the way the model will, looking for instructions hidden from you. A clean result means no warning signs, not a guarantee. Scanned Nov 3, 2026.