You can access the MCP AI Agent Research Brief Tool 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 = { "prompt": "Research https://apify.com and explain what an AI automation consultant should know before recommending Apify MCP tools to a client." }
9
10# Run the Actor and wait for it to finish
11run = client.actor("glowing_glove/mcp-ai-agent-research-brief-tool").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
15for item in client.dataset(run.default_dataset_id).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

MCP AI Agent Research Brief Tool API in Python

The Apify API client for Python is the official library that allows you to use MCP AI Agent Research Brief Tool API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

MCP AI Agent Research Brief Tool API in JavaScript

MCP AI Agent Research Brief Tool API through CLI

MCP AI Agent Research Brief Tool OpenAPI definition

MCP AI Agent Research Brief Tool API

MCP Stack Connector Brief Tool

glowing_glove/mcp-stack-connector-brief-tool

Turns a web research task into ready-to-send Slack, GitHub, and Notion updates with source-backed evidence and clear connector actions.

Ushba Khan

Competitor Website Analyzer - AI Competitive, SEO & Sales Brief

entranced_gelato/ai-competitive-brief-generator

Turn any website URL into a structured competitive, SEO, or sales brief. Extracts positioning, messaging, pricing signals, tech stack, CTAs & social links from key pages. AI-written brief or free extractive mode. From $0.05/brief. MCP-ready for AI agents, sales & marketing teams.

AIDevs

MCP Research Agent

enezli/mcp-research-agent

Structured web research for AI agents. Search, fetch and structure web data into the exact JSON schema you request. Clean, predictable output for Claude and MCP workflows, ready to drop into RAG pipelines.

Turgay NANTA

Agent Tool Risk Audit

zentrafoundry/agent-tool-risk-audit

Audit an agent tool scope and return an evidence-backed deliverable with findings, recommended actions, and completion metadata.

Zentra

MCP Buyer Signal Monitor Tool

glowing_glove/mcp-buyer-signal-monitor-tool

MCP-ready tool for AI sales agents to analyze public company pages for hiring, growth, automation, AI, and buyer-intent signals.

Ushba Khan

SERP Research Pack for AI Agents

iammienta/agent-serp-research-pack

Turn a search query into an agent-ready SERP research brief. Returns source URLs, findings, extracted entities, risks, and suggested next searches for market research, SEO planning, content briefs, and tool discovery.

Pete Mientkiewicz

Tolena Web Researcher

tolena/tolena-web-researcher

AI-powered research agent that searches the web, analyzes multiple sources with Claude AI, and delivers structured research reports with full citations. Supports basic (3-5 sources) and deep (8-12 sources) research modes.