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Topical Series
First-hand notes from running the dataset — building a longitudinal panel of 4,200+ startup GitHub orgs, MCP server lessons, and other operator-side observations.
I shipped two free SVG badges for any GitHub README. One renders your live Scout Score (0-100) from your starring history. The other renders the live commit-momentum tier of any tracked repo. Same shields.io look as Codecov / WakaTime, auto-updates, no signup, no telemetry.
I shipped Receipts at signals.gitdealflow.com/receipts. Paste your GitHub username, get a Scout Score from your starring history. The unicorns you starred before the news broke — Vercel at 200 stars, LangChain in week 2, OpenAI before the $157B round — are now worth points. Free, no login, no OAuth.
GitDealFlow now publishes a Google A2A AgentCard at /.well-known/agent-card.json and a JSON-RPC 2.0 endpoint at /api/a2a. Five free skills, no auth. Crunchbase API costs $20K per year. Ours costs nothing. Here is the curl that proves it.
Three weeks of tool-count post-mortem on @gitdealflow/mcp-signal. Why REST endpoints aren't user intents, why two of my tool names were costing me selection accuracy, and the data on what changed.
Six months of public GitHub data across 4,200 startup organizations. Which commit patterns actually predict a Series A round? Plus the public Q3 2026 watchlist – bookmark and verify.
Top breakout engineering signals across all sectors, straight to your inbox. Free, no spam.
Get the ReportThe free Acceleration Watch: five venture-backed teams accelerating on the engineering signal, translated into plain English — 21 to 47 days before the deck circulates. No code-reading, no card.