API and MCP Integrationsguide

Asynchronous Portfolio Analysis via REST API: Polling Patterns and Job Lifecycle Management

Architect resilient integrations with Parallax's async portfolio analysis API. Master HTTP 202 job creation, exponential backoff polling, and result retrieval.

Sep 22, 20262 min read

API and MCP Integrationsanalysis

Building Thematic Equity Universes from Unstructured Briefs Using NLP and Factor Filters

Convert unstructured thematic briefs into disciplined equity universes by pairing natural language extraction with quantitative Quality and Valuation filters.

Sep 22, 20262 min read

API and MCP Integrationsguide

Connecting Parallax to Claude Desktop via MCP: Real-Time Factor Research Setup

Step-by-step setup guide to connect Parallax to Claude Desktop using Model Context Protocol (MCP) for conversational factor screening and risk analytics.

Sep 22, 20262 min read

API and MCP Integrationsanalysis

Multi-Agent Quantitative Research Desks: Grounding LLM Workflows in Deterministic Factor Engines

Ground autonomous multi-agent research workflows in deterministic financial data using Parallax MCP servers to eliminate hallucinations in quantitative analysis.

Sep 22, 20262 min read

API and MCP Integrationsguide

Programmatic PDF & HTML Equity Research Report Generation: Automation Architecture

Generate publication-ready institutional research reports and client tear sheets programmatically using Parallax's async PDF and HTML report generation API.

Sep 22, 20262 min read

API and MCP Integrationsmethodology

Token Budgeting and Payload Formatting in Financial MCP Servers

Optimize LLM context window efficiency and prevent token blowout when integrating Model Context Protocol financial servers through disciplined payload shaping.

Sep 22, 20262 min read