---
title: "Agents — VC Deal Flow Signal"
url: https://signals.gitdealflow.com/agents
description: "Every machine-readable surface of VC Deal Flow Signal in one place — MCP server, A2A endpoint, NLWeb, function-calling API, OpenAPI 3.1, JSONL, badges, ChatGPT plugin, RFC 9727 api-catalog."
source: VC Deal Flow Signal
---
# Agents — Reach VC Deal Flow Signal Programmatically

Every machine-readable surface in one place. All free, no auth, MIT/CC BY 4.0.

## MCP server

- **Stdio**: `npx -y @gitdealflow/mcp-signal`
- **Streamable HTTP**: `POST https://signals.gitdealflow.com/api/mcp/rpc`
- Supported hosts: Claude Desktop, Claude Code, Cursor, Continue.dev, ChatGPT Apps, any MCP-compatible runtime.

## Agent-to-agent

- **A2A endpoint (JSON-RPC 2.0)**: `POST https://signals.gitdealflow.com/api/a2a`
- **NLWeb endpoint**: `POST https://signals.gitdealflow.com/api/nlweb`
- Per-runtime install pages at https://signals.gitdealflow.com/a2a/{claude-code,cursor,openai-agents-sdk,langchain,vercel-ai-sdk}.

## HTTP API

- **JSON dataset**: https://signals.gitdealflow.com/api/signals.json
- **CSV dataset**: https://signals.gitdealflow.com/api/signals.csv
- **OpenAPI 3.1**: https://signals.gitdealflow.com/api/openapi.json
- **Function-calling tools**: https://signals.gitdealflow.com/api/agent/tools

## Bulk data

- **Q&A corpus (RAG)**: https://signals.gitdealflow.com/qa.jsonl
- **Q&A as JSON**: https://signals.gitdealflow.com/qa.json
- **Q&A as CSV**: https://signals.gitdealflow.com/qa.csv
- **Markdown alternates** (core families): https://signals.gitdealflow.com/md/{path} — home, stage, signals, startup, startups-to-watch, methodology, answers, alternatives, niche-down, research, faq, glossary, agents, citations, badge-builder

## Discovery

- **/.well-known/api-catalog** (RFC 9727 Linkset)
- **/.well-known/mcp.json**
- **/.well-known/agent-card.json**
- **/.well-known/ai-plugin.json** (ChatGPT plugin)
- **/llms.txt + /llms-full.txt**
- **/agents.txt + /agents.md**
- **/sitemap.xml** (sitemap index)

## Embeddable

- **Scout Score badge**: https://signals.gitdealflow.com/api/badge/scout/{username}/svg
- **Commit Momentum badge**: https://signals.gitdealflow.com/api/badge/momentum/{org}/{repo}/svg

## License

Dataset CC BY 4.0; MCP server MIT.

## Canonical

https://signals.gitdealflow.com/agents