You can access the SEC Market Integrity Signals programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = { "recordInput": {
9        "mode": "inline",
10        "records": [
11            {
12                "schemaVersion": "1.0",
13                "recordType": "secMarketStructureObservation",
14                "recordId": "s18-1",
15                "parser": { "name": "sec-market-structure-data-normalizer" },
16                "time": { "eventAt": "2026-07-01" },
17                "data": {
18                    "securityIdentifiers": [{
19                            "kind": "cusip",
20                            "value": "037833100",
21                        }],
22                    "metricType": "ftdQuantity",
23                    "value": "10",
24                    "unit": "shares",
25                    "exchange": "NYSE",
26                    "bucket": None,
27                    "methodologyVersion": "m1",
28                    "evidence": ["ev-s18-1"],
29                },
30            },
31            {
32                "schemaVersion": "1.0",
33                "recordType": "secMarketStructureObservation",
34                "recordId": "s18-2",
35                "parser": { "name": "sec-market-structure-data-normalizer" },
36                "time": { "eventAt": "2026-07-15" },
37                "data": {
38                    "securityIdentifiers": [{
39                            "kind": "cusip",
40                            "value": "037833100",
41                        }],
42                    "metricType": "ftdQuantity",
43                    "value": "20",
44                    "unit": "shares",
45                    "exchange": "NYSE",
46                    "bucket": None,
47                    "methodologyVersion": "m1",
48                    "evidence": ["ev-s18-2"],
49                },
50            },
51        ],
52    } }
53
54# Run the Actor and wait for it to finish
55run = client.actor("bb-tradetec/sec-market-integrity-aggregator").call(run_input=run_input)
56
57# Fetch and print Actor results from the run's dataset (if there are any)
58print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
59for item in client.dataset(run.default_dataset_id).iterate_items():
60    print(item)
61
62# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

SEC Market Integrity API – FTD, Liquidity & ABS API in Python

The Apify API client for Python is the official library that allows you to use SEC Market Integrity Signals API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

SEC Market Integrity Signals API in JavaScript

SEC Market Integrity Signals API through CLI

SEC Market Integrity Signals OpenAPI definition

SEC Market Integrity Signals API

SEC Form 144 & Corporate Actions

bb-tradetec/sec-corporate-action-normalizer

Normalize SEC Form 144 restricted-sale notices and evidence-bound corporate-action filing events.

SEC Fails-to-Deliver Data

bb-tradetec/sec-market-structure-data-normalizer

Normalize official SEC fails-to-deliver files into bounded security, settlement-date, quantity, and price observations.

Researcher Integrity — Retraction & Paper Mill

ryanclinton/researcher-integrity-check

Comprehensive academic researcher integrity screening.

Ryan Clinton

SEC Insider Trading Tracker — Form 4 API

ryanclinton/sec-insider-trading

Real-time SEC Form 4 API for behavioural insider-trading signal classification. Detects officer cluster buys, executive disposals, regime shifts. Suppresses compensation noise. Deterministic JSON output for hedge funds, compliance, and AI-agent workflows. No API key needed.

Ryan Clinton

Amazon Seller Data Extractor And Product Catalog Scraper

scrapier/amazon-seller-data-extractor-scraper

Extract detailed seller information with the Amazon Seller Data Extractor Scraper. Retrieve seller names, ratings, product listings, feedback scores, and sales data. Perfect for competitor analysis, market research, and business insights. Fast, accurate, and scalable for bulk sellers.

Scrapier

Global Health Intelligence Mcp

ryanclinton/global-health-intelligence-mcp

Global Health Intelligence Mcp. Available on the Apify Store with pay-per-event pricing.

Ryan Clinton

Finviz Stock Screener Scraper — Bulk Overview

hipersoft/finviz-scraper

Scrape Finviz's stock screener: ticker, company, sector, industry, country, market cap, P/E, price, change and volume. Apply any Finviz filter, signal or sort. Bulk paginated export. No key.

hiper soft

TikTok Profile Videos API

novi/tiktok-user-api

Scrape TikTok Profile feeds with NO watermarks! Get video URLs, descriptions, music, stats, and more. Extract data by username, URL, or User ID. Control output with a limit. #tiktok #scraper #nowatermark

Novi

1.2K

1.0

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SEC 13F Holdings Scraper

parseforge/sec-13f-holdings-scraper

Track what major investment firms are buying, holding, and selling each quarter with clean SEC 13F data. Get holdings, portfolio weights, filer contact details, and filing references in one place so you can monitor market moves, benchmark competitors, and spot trends faster.