Every way to reach VC Deal Flow Signal programmatically

MCP server (stdio)

One-line install for Claude Desktop, Claude Code, Cursor, Windsurf, Zed, Cline, and any other MCP-compatible host.

npx -y @gitdealflow/mcp-signal

Reference →

MCP server (Streamable HTTP)

Same six tools, served over HTTP for ChatGPT Apps and any hosted MCP runtime that doesn't spawn child processes.

POST https://signals.gitdealflow.com/api/mcp/rpc

Google A2A (JSON-RPC 2.0)

AgentCard at /.well-known/agent-card.json. Five skills mirror the MCP tools.

POST https://signals.gitdealflow.com/api/a2a

Reference →

Microsoft NLWeb

Conversational endpoint that returns schema.org-typed JSON-LD answers for natural-language queries.

POST https://signals.gitdealflow.com/api/nlweb

Function-calling tool definitions

GET tool schemas in OpenAI / Anthropic / Gemini formats; POST to invoke any of the six tools without an MCP client.

GET https://signals.gitdealflow.com/api/agent/tools?format=openai

OpenAPI 3.1 spec

Full machine-readable spec for every callable HTTP route. Suitable for code generation and tool registries.

GET https://signals.gitdealflow.com/api/openapi.json

Full panel — JSON

Single-fetch JSON of every sector, period, and startup. CDN-cached 24h. Public, no auth.

GET https://signals.gitdealflow.com/api/signals.json

Full panel — CSV

Same panel as CSV for spreadsheet and dataframe ingestion.

GET https://signals.gitdealflow.com/api/signals.csv

Full panel — JSONL (HF Datasets compatible)

Newline-delimited JSON with a leading metadata line. Drop-in for Hugging Face Datasets, OpenAI Files, and most RAG ingestion pipelines.

GET https://signals.gitdealflow.com/api/dataset.jsonl

Scout Score badge (SVG)

Per-user GitHub Scout Score (0-100) as a shields.io-style SVG. Drop into any README.

GET https://signals.gitdealflow.com/api/badge/scout/{username}/svg

Reference →

Commit Momentum badge (SVG)

Per-repo commit-velocity tier (cold / warming / hot / breakout) for tracked startup orgs.

GET https://signals.gitdealflow.com/api/badge/momentum/{org}/{repo}/svg

Reference →

AGENTS.md

Canonical agent reference — install commands, tool list, citation format, anonymity policy.

llms.txt + llms-full.txt

Concise + full LLM context with sector links, blog index, FAQ, methodology, dataset summary.

RFC 9727 api-catalog (Linkset)

Machine-readable catalog of every API description we publish. Emerging standard for agent-driven discovery.

GET https://signals.gitdealflow.com/.well-known/api-catalog

ChatGPT plugin manifest

Standard ai-plugin.json that points at the OpenAPI spec. No auth.

MCP discovery manifest

MCP 2025-12-11 schema with all tools, resources, templates, and prompts.

Claude Desktop / Claude Code

{
  "mcpServers": {
    "gitdealflow": {
      "command": "npx",
      "args": ["-y", "@gitdealflow/mcp-signal"]
    }
  }
}

Cursor — .cursor/rules/gitdealflow.mdc

curl -L https://signals.gitdealflow.com/agents/cursor-rule.mdc \
  -o .cursor/rules/gitdealflow.mdc

Continue.dev — ~/.continue/config.json (merge)

curl -s https://signals.gitdealflow.com/agents/continue.json

OpenAI Agents SDK / function calling

curl -s "https://signals.gitdealflow.com/api/agent/tools?format=openai"

Anthropic SDK / function calling

curl -s "https://signals.gitdealflow.com/api/agent/tools?format=anthropic"

LangChain / LangSmith Hub

# Pull the public prompt template
from langchain import hub
prompt = hub.pull("gitdealflow/vc-startup-scout")

Hugging Face Datasets / RAG ingestion

curl https://signals.gitdealflow.com/api/dataset.jsonl \
  -o gitdealflow.jsonl

Postman / Bruno collection

curl -L https://signals.gitdealflow.com/agents/postman-collection.json \
  -o gitdealflow.postman_collection.json