beginner⏱️ 12-22 minutes📅 Updated June 2026

Step-by-step guide to integrate Apollo IO MCP Server MCP server with NVIDIA Agent Intelligence Toolkit. Includes people enrichment and organization enrichment.

Apollo IO MCP Server + NVIDIA Agent Intelligence Toolkit: Complete MCP Integration

Apollo IO MCP Server is a MCP server that apollo.io mcp server. Get/enrich contact data for people and organizations agentically..

When integrated with NVIDIA Agent Intelligence Toolkit, you can:

  • Enrich contact data for individuals with comprehensive profile information
  • Enrich company data with detailed organizational information
  • Advanced people search with extensive filtering options

This guide provides step-by-step instructions to set up Apollo IO MCP Server in NVIDIA Agent Intelligence Toolkit, including configuration, examples, and troubleshooting.

What You'll Achieve

After completing this setup:

  • Apollo IO MCP Server will be fully integrated and operational
  • You can use Apollo IO MCP Server tools directly in NVIDIA Agent Intelligence Toolkit
  • All Apollo IO MCP Server capabilities will be available for your workflows
  • Access to 7 different tools

Prerequisites

Before starting, ensure you have:

  • Node.js
  • npm
  • Apollo.io API key
  • Apollo.io API key for accessing enrichment services
  • NVIDIA Agent Intelligence Toolkit installed and configured
  • Compatible operating system (Python Package (pip), Docker Container, Framework Integration)

Installation

Step 1: Install Apollo IO MCP Server

Install using npm:

npm install @agentx-ai/apollo-io-mcp-server

Verify installation:

npm list @agentx-ai/apollo-io-mcp-server

Configuration

Step 2: Configure NVIDIA Agent Intelligence Toolkit

  1. Open NVIDIA Agent Intelligence Toolkit settings
  2. Navigate to MCP server configuration
  3. Add Apollo IO MCP Server server with appropriate settings
  4. Save and restart if needed

Examples

Once configured, you can use Apollo IO MCP Server in NVIDIA Agent Intelligence Toolkit:

Enrich Contact Information

Enrich a person's profile using their email address

Ask NVIDIA Agent Intelligence Toolkit: "Enrich the contact information for [email protected] and get their professional background"

Expected Result: Complete profile with job title, company details, social profiles, and professional background

Find Marketing Decision Makers

Search for marketing managers at technology companies

Ask NVIDIA Agent Intelligence Toolkit: "Find Marketing Managers at technology companies in San Francisco with 100-500 employees"

Expected Result: List of marketing professionals with contact details, company information, and role descriptions

Company Intelligence Gathering

Get comprehensive information about a target company

Ask NVIDIA Agent Intelligence Toolkit: "Get detailed information about Salesforce including employee count, recent hires, and current job openings"

Expected Result: Company profile with metrics, employee data, hiring trends, and job postings

Competitive Analysis

Analyze competitors and find key contacts

Ask NVIDIA Agent Intelligence Toolkit: "Find all companies in the CRM software space and identify their VP of Sales contacts"

Expected Result: Competitive landscape with company profiles and key decision maker contact information

Testing Your Setup

  1. Launch NVIDIA Agent Intelligence Toolkit
  2. Verify Apollo IO MCP Server is available in the tools list
  3. Test basic Apollo IO MCP Server functionality

Troubleshooting

Common Issues

Apollo.io API Key Invalid

Symptoms: 401 Authentication errors, API key not recognized, Access denied messages

Cause: Invalid, expired, or missing Apollo.io API key

Solution:

  • Generate new API key from Apollo.io settings
  • Verify APOLLO_IO_API_KEY environment variable is set
  • Check API key has appropriate permissions
  • Ensure no extra spaces or characters in key

Rate Limiting Errors

Symptoms: 429 Too Many Requests, API quota exceeded, Rate limit messages

Cause: Exceeded Apollo.io API rate limits

Solution:

  • Check your Apollo.io plan limits and usage
  • Implement delays between requests
  • Upgrade Apollo.io plan for higher limits
  • Optimize queries to use fewer API calls

Claude Desktop Not Detecting Server

Symptoms: No tools showing up, MCP server not connected, Configuration ignored

Cause: Incorrect claude_desktop_config.json setup

Solution:

  • Verify JSON syntax in configuration file
  • Check file is in correct location for your OS
  • Restart Claude Desktop after configuration changes
  • Test server with MCP inspector first

Search Results Empty or Limited

Symptoms: No search results, Limited contact data, Enrichment fails

Cause: Search criteria too restrictive or data not available

Solution:

  • Broaden search criteria and filters
  • Try different search parameters
  • Check if company/person exists in Apollo database
  • Verify search syntax and parameter format

NPM Installation Errors

Symptoms: Package not found, Installation failures, Dependency errors

Cause: NPM registry issues or network connectivity

Solution:

  • Clear NPM cache: npm cache clean --force
  • Try alternative registry: npm install --registry https://registry.npmjs.org/
  • Check internet connectivity and proxy settings
  • Update NPM: npm install -g npm@latest

MCP Server Connection Failed

Symptoms: Connection refused errors, Timeout connecting to MCP server, URL not responding

Cause: MCP server not running or incorrect URL configuration

Solution:

  • Verify MCP server is running and accessible
  • Check URL in configuration matches server endpoint
  • Ensure network/firewall allows connection to server port
  • Test connection with curl or browser before agent integration

Tool Schema Validation Errors

Symptoms: Invalid input format errors, Schema mismatch warnings, Type validation failures

Cause: Input data does not match MCP tool schema

Solution:

  • Use CLI to inspect tool schema: aiq info mcp --url <url> --tool <name>
  • Validate input data matches expected types and required fields
  • Check JSON schema definitions in MCP server documentation
  • Convert inputs to proper format (dict, JSON string, or schema instance)

Framework Integration Issues

Symptoms: Import errors, Framework not found, Incompatible versions

Cause: Missing or incompatible framework dependencies

Solution:

  • Ensure target framework (LangChain, LlamaIndex, etc.) is installed
  • Check version compatibility between AIQ toolkit and framework
  • Install framework-specific dependencies as needed
  • Refer to documentation for framework-specific configuration

Performance Bottlenecks

Symptoms: Slow agent responses, High token usage, Workflow timeouts

Cause: Inefficient tool usage or workflow design

Solution:

  • Enable observability to identify bottlenecks
  • Use profiling features to analyze tool and agent performance
  • Review token tracking metrics to optimize LLM calls
  • Consider hyperparameter tuning for agent optimization

OpenTelemetry Integration Errors

Symptoms: Observability data not appearing, Telemetry export failures, Missing metrics

Cause: OpenTelemetry not properly configured

Solution:

  • Verify OpenTelemetry collector is running
  • Check observability configuration in AIQ settings
  • Ensure proper instrumentation of agent workflows
  • Review OpenTelemetry export settings and endpoints

Apollo IO MCP Server not appearing in NVIDIA Agent Intelligence Toolkit

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

  • Verify configuration syntax
  • Check Apollo IO MCP Server installation
  • Restart NVIDIA Agent Intelligence Toolkit
  • Check logs for error messages

Next Steps

Now that Apollo IO MCP Server is integrated with NVIDIA Agent Intelligence Toolkit:

  • Explore all Apollo IO MCP Server capabilities through NVIDIA Agent Intelligence Toolkit
  • Check out other MCP servers that work with NVIDIA Agent Intelligence Toolkit
  • Join the MCP community for tips and support
  • Consider contributing to Apollo IO MCP Server development

Need Help?

Related Resources

More Integrations

Explore other MCP servers that work with NVIDIA Agent Intelligence Toolkit

Need Help?

Join the MCP community for support and discussions

Apollo IO MCP Server + NVIDIA Agent Intelligence Toolkit: MCP Setup Guide (2026)