Ross ROSS = Recommend OSS · open-source software intelligence for agents

massive-com/client-python

The official Python client library for the Massive.com REST and WebSocket API. observed · 2026-08-28

github.com/massive-com/client-python · homepage · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

91/100

  • Activity 91
  • Release rhythm 86
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 18
  • age_days: 2508
  • days_rel: 99
  • days_push: 55
  • n_releases_24m: 26

Full methodology

Adoption not part of the score

1499 stars · 360 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

The official Python client library for the Massive.com (formerly Polygon.io) REST and WebSocket APIs, providing access to stock, options, forex, crypto, and indices market data. It wraps API endpoints with typed methods, automatic pagination, and real-time streaming support.

Use cases

  • fetch historical stock price bars in python
  • stream real-time stock trades and quotes via websocket
  • get last trade and quote for a ticker
  • download market data for backtesting strategies
  • integrate polygon.io market data into a python app
  • paginate through large trade datasets

When to choose

  • you need programmatic access to Massive/Polygon market data from Python
  • you want automatic pagination and typed responses for REST endpoints
  • you need real-time streaming market data in Python applications

When to avoid

  • you use another language like JavaScript, Go, or Java - use the official client for that language
  • you need bulk historical datasets better served by Massive Flat Files
  • you want an MCP/AI-agent integration rather than a Python SDK

Facets

library · maturity active

http-client websocket sdk trading streaming fintech apis data-science developer-tools python cross-platform market-data stocks polygon-io rest-api realtime-data financial-data websocket-client

6 sources

Member repositories

RepositoryRoleHealth v2
massive-com/client-pythonmain91

For agents

markdown · JSON · MCP: product_card(name="massive-com/client-python")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem