Agents & Integrations

Your agent is smart. Make it human-aware.

Contextra gives AI agents, LLMs, and agentic workflows the personality context they need to communicate like they actually understand people. MCP, skills, API: wherever your agent lives.

Get Agent Access View REST API

The Problem

Your AI treats every human the same.

Your outbound agent sends the same pitch to a data-driven CFO and a relationship-first founder. Your customer service bot uses the same tone with an impatient executive and a detail-oriented analyst. Same words. Same approach. Different humans.

Real intelligence feels frictionless and invisible. Your agents should make every interaction feel naturally tailored. After all, your humans deserve the respect of feeling understood.

Without Context

// Your agent's "personalization"
const pitch = generatePitch({
  name: prospect.name,
  company: prospect.company,
  // ...that's it
});

With Contextra

// Your agent actually understands them
const context = await contextra.getProfile(prospect);

// Now your agent knows:
// - DISC type: high-D, results-first
// - Communication: lead with ROI, skip small talk
// - Watch for: may dismiss without data
// - Negotiation: anchor with market proof

const pitch = generatePitch({
  ...prospect,
  personality: context.disc_profile,
  style: context.communication,
  approach: context.recommendations
});

Integration Methods

Wherever your agents live, Contextra can support.

MCP Server

Connect Contextra to Claude Desktop, Claude Code, or any MCP-compatible client. Personality context appears directly in your agent's tool palette.

// claude_desktop_config.json
{
  "mcpServers": {
    "contextra": {
      "url": "https://mcp.contextra.tech"
    }
  }
}

Hosted endpoint: https://mcp.contextra.tech/mcp. New agents can bootstrap with register_account (registration key from Contextra) or sign in at the dashboard and use a Bearer token.

Claude Code Skill

Download a pre-built skill file that teaches Claude Code how to use Contextra natively. Profile lookups, pitch generation, and enrichment, right in your terminal.

# Install the skill
claude skill add contextra

# Then just ask naturally:
> "Profile the CEO of Acme Corp
   and draft a cold outreach pitch
   based on their personality"

Skill file includes full API coverage with natural language triggers.

REST API

Classic REST endpoints for maximum flexibility. Integrate into any language, any framework, any workflow. OpenAPI spec available for code generation.

import requests

profile = requests.post(
  "https://api.contextra.tech"
  "/public/v1/targets",
  headers={"Authorization": f"Bearer {token}"},
  json={
    "first_name": "Mark",
    "last_name": "Cuban"
  }
).json()

Full API documentation →

Agent Use Cases

What your agent can do with personality context.

Personalized Cold Outbound

Your outbound agent generates pitches matched to each recipient's personality type, communication style, and professional background.

Human-Aware Customer Service

Your support agent adjusts tone, detail level, and approach based on the customer's personality profile, before the first message.

CRM Enrichment Workflows

Automatically enrich contact records with DISC profiles, communication tips, and background intel as leads enter your pipeline.

Meeting Prep Automation

Calendar-triggered profiles delivered to your inbox or Slack before every external meeting. Never walk in unprepared.

AI Sales Coaching

Post-call analysis that compares your approach to what the prospect's personality data suggests. Learn from every conversation.

Custom Agentic Workflows

Build personality-aware agents for recruiting, investor relations, partnership development, or any high-touch human interaction.

For agents & integrators

Find Contextra programmatically.

Machine-readable discovery for LLM crawlers, MCP clients, and custom agents.

MCP (Streamable HTTP)

https://mcp.contextra.tech/mcp

MCP fallback (Cloud Run)

https://contextra-mcp-prod-w5j5edqhjq-uc.a.run.app/mcp

Agent discovery JSON

https://contextra.tech/agent-discovery.json

OpenAPI spec

https://api.contextra.tech/public/openapi.json

llms.txt

https://contextra.tech/llms.txt

MCP Registry ID

io.github.AreOhEssEss/contextra

Ready to make your agent human-aware?

Start with the API, connect via MCP, or download the Claude Code skill. Enterprise and custom integrations available.

Get Started Free Talk to Our Team