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Three ways to build on top of VC Deal Flow Signal: an MCP server for AI assistants, raw JSON and CSV endpoints for automation, and an OpenAPI schema for generating typed clients.
The Model Context Protocol server for VC Deal Flow Signal. Works with Claude Desktop, Cursor, Windsurf, Continue, and any MCP-compatible client.
Install
Claude Desktop config
{
"mcpServers": {
"vc-deal-flow-signal": {
"command": "npx",
"args": ["-y", "@gitdealflow/mcp-signal@latest"]
}
}
}Available tools
get_trending_startupsTop breakout startups this week across all sectors, ranked by signal strength.
get_signals_summaryAggregate signal distribution by sector and signal type for the current period.
get_startup_signalDetailed engineering signal for a specific startup by name or GitHub org.
search_startups_by_sectorFilter startups by sector (AI/ML, enterprise SaaS, fintech, dev tools, etc.).
get_methodologyFull methodology: data sources, metric definitions, and signal classification rules.
Public, no-auth endpoints for the current-period signal set. Cached for one hour, CORS enabled.
| Endpoint | Format | Description |
|---|---|---|
/api/signals.json | JSON | Full current-period signal set with enrichment fields. |
/api/signals.csv | CSV | Flat CSV for spreadsheets, CRM import, or BI tools. |
/api/openapi.json | OpenAPI 3.1 | OpenAPI schema — generate typed clients in any language. |
/api/changelog.json | JSON | Data changelog: periods, refresh dates, sector counts. |
/feed.xml | RSS 2.0 | Weekly signal feed with enriched content:encoded. |
/llms.txt | Text | LLM-friendly site map for AI assistants. |
Example: fetch current signals
Rate limits
Public endpoints are cached with s-maxage=3600 and served from the edge. There is no hard per-IP limit, but sustained high-frequency scraping should use the RSS feed or a cached local copy instead.
Licensing
Data is provided free for personal, research, and commercial use with attribution: link to signals.gitdealflow.com. Redistribution as a competing product or reselling the raw dataset requires written permission — contact signal@gitdealflow.com.
Attribution example
“Engineering signals from VC Deal Flow Signal”
If you are integrating VC Deal Flow Signal into an investor tool, CRM, or research workflow, the fastest way to get help is email.
Email signal@gitdealflow.com