# PredictLeads

```json
{
  "name": "PredictLeads",
  "slug": "predict_leads",
  "url": "https://composio.dev/toolkits/predict_leads",
  "markdown_url": "https://composio.dev/toolkits/predict_leads.md",
  "logo_url": "https://logos.composio.dev/api/predictleads",
  "categories": [
    "sales & customer support"
  ],
  "is_composio_managed": false,
  "updated_at": "2026-08-20T15:33:44.540Z"
}
```

![PredictLeads logo](https://logos.composio.dev/api/predictleads)

## Description

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with PredictLeads MCP or direct API to research company profiles, track hiring signals, monitor financing events, and surface technology insights through natural language.

## Summary

PredictLeads is a company intelligence API for hiring, technology, funding, news, product, and connection data.
Use it to spot growth signals and enrich sales, research, and market workflows with fresh company context.

## Categories

- sales & customer support

## Toolkit Details

- Tools: 9

## Images

- Logo: https://logos.composio.dev/api/predictleads

## Authentication

- **Api Key**
  - Type: `api_key`
  - Description: Api Key authentication for PredictLeads.
  - Setup:
    - Configure Api Key credentials for PredictLeads.
    - Use the credentials when creating an auth config in Composio.

## Suggested Prompts

- Find hiring signals for stripe.com
- List recent financing events for Datadog
- Identify technologies used by Shopify

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `PREDICT_LEADS_DISCOVER_COMPANIES` | Discover Companies | Find companies using firmographic filters. Discovery costs one credit per returned record, so the default limit is 5. Deterministic upstream 4xx responses also consume credits and are not retried. |
| `PREDICT_LEADS_DISCOVER_INTELLIGENCE` | Discover Intelligence | Discover one page of jobs, technology adoption, news, financing, investor portfolio connections, products, or startup-platform posts across companies. Select exactly one dataset. Each returned record costs one credit, so the default limit is 5; deterministic upstream 4xx failures also consume credits. |
| `PREDICT_LEADS_GET_API_SUBSCRIPTION` | Get API Subscription | Check PredictLeads subscription status, monthly credit quota, and credits used. This endpoint is free and should be called before or during credit-sensitive workflows. |
| `PREDICT_LEADS_GET_COMPANY` | Get Company | Retrieve one company by PredictLeads UUID or bare domain. Each upstream response costs 1 credit, including deterministic 4xx failures, so malformed identifiers are rejected locally and 4xx errors should not be retried. |
| `PREDICT_LEADS_GET_COMPANY_INTELLIGENCE` | Get Company Intelligence | Retrieve one page of a company's jobs, technology detections, news, financing, SEC filings, connections, website changes, GitHub repositories, or products. Select exactly one dataset. Each call costs one credit, including deterministic upstream 4xx failures. |
| `PREDICT_LEADS_GET_INTELLIGENCE_RECORD` | Get Intelligence Record | Retrieve one job opening, extended technology detection, technology, news event, SEC filing, or product by identifier. Select exactly one record type. Each call costs 1 credit; malformed identifiers are rejected locally because upstream 4xx responses also consume credits. |
| `PREDICT_LEADS_GET_SIMILAR_COMPANIES` | Get Similar Companies | Find one page of companies similar to a specified PredictLeads company UUID or domain. Each returned record costs 1 credit, so the default limit is 5; deterministic 4xx responses are not retried. |
| `PREDICT_LEADS_LIST_FOLLOWED_COMPANIES` | List Followed Companies | List one page of companies already followed for PredictLeads webhook updates. This is read-only and does not change follow state. The operation costs 1 credit per response; deterministic 4xx failures are not retried. |
| `PREDICT_LEADS_SEARCH_TECHNOLOGIES` | Search Technologies | Search PredictLeads' tracked technology catalog by fuzzy name. This unusually expensive endpoint costs 3 API credits per returned record, so the default limit of 3 can cost up to 9 credits. Check API subscription usage first and do not retry deterministic 4xx failures. Exactly one provider page is fetched. |

## Supported Triggers

None listed.

## Installation and MCP Setup

### Path 1: SDK Installation

#### Path 1, Step 1: Install Composio

Install the Composio SDK
```python
pip install composio_openai
```

```typescript
npm install @composio/openai
```

#### Path 1, Step 2: Initialize Composio and Create Tool Router Session

Import and initialize Composio client, then create a Tool Router session
```python
from openai import OpenAI
from composio import Composio
from composio_openai import OpenAIResponsesProvider

composio = Composio(provider=OpenAIResponsesProvider())
openai = OpenAI()
session = composio.create(user_id='your-user-id')
```

```typescript
import OpenAI from 'openai';
import { Composio } from '@composio/core';
import { OpenAIResponsesProvider } from '@composio/openai';

const composio = new Composio({
  provider: new OpenAIResponsesProvider(),
});
const openai = new OpenAI({});
const session = await composio.create('your-user-id');
```

#### Path 1, Step 3: Execute PredictLeads Tools via Tool Router with Your Agent

Get tools from Tool Router session and execute PredictLeads actions with your Agent
```python
tools = session.tools
response = openai.responses.create(
  model='gpt-4.1',
  tools=tools,
  input=[{
    'role': 'user',
    'content': 'Get company intelligence for stripe.com including hiring, technologies, financing, and recent news.'
  }]
)
result = composio.provider.handle_tool_calls(
  response=response,
  user_id='your-user-id'
)
print(result)
```

```typescript
const tools = session.tools;
const response = await openai.responses.create({
  model: 'gpt-4.1',
  tools: tools,
  input: [{
    role: 'user',
    content: 'Get company intelligence for stripe.com including hiring, technologies, financing, and recent news.'
  }],
});
const result = await composio.provider.handleToolCalls(
  'your-user-id',
  response.output
);
console.log(result);
```

### Path 2: MCP Server Setup

#### Path 2, Step 1: Install Composio

Install the Composio SDK for Python or TypeScript
```python
pip install composio claude-agent-sdk
```

```typescript
npm install @composio/core ai @ai-sdk/openai @ai-sdk/mcp
```

#### Path 2, Step 2: Initialize Client and Create Tool Router Session

Import and initialize the Composio client, then create a Tool Router session for PredictLeads
```python
from composio import Composio
from claude_agent_sdk import ClaudeSDKClient, ClaudeAgentOptions

composio = Composio(api_key='your-composio-api-key')
session = composio.create(user_id='your-user-id')
url = session.mcp.url
```

```typescript
import { Composio } from '@composio/core';

const composio = new Composio({ apiKey: 'your-api-key' });
const session = await composio.create('your-user-id');
console.log(`Tool Router session created: ${session.mcp.url}`);
```

#### Path 2, Step 3: Connect to AI Agent

Use the MCP server with your AI agent (Anthropic Claude or Mastra)
```python
import asyncio

options = ClaudeAgentOptions(
    permission_mode='bypassPermissions',
    mcp_servers={
        'tool_router': {
            'type': 'http',
            'url': url,
            'headers': {
                'x-api-key': 'your-composio-api-key'
            }
        }
    },
    system_prompt='You are a helpful assistant with access to PredictLeads tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('Get company intelligence for stripe.com including hiring, technologies, financing, and recent news.')
        async for message in client.receive_response():
            if hasattr(message, 'content'):
                for block in message.content:
                    if hasattr(block, 'text'):
                        print(block.text)

asyncio.run(main())
```

```typescript
import { openai } from '@ai-sdk/openai';
import { experimental_createMCPClient as createMCPClient } from '@ai-sdk/mcp';
import { generateText } from 'ai';

const client = await createMCPClient({
  transport: {
    type: 'http',
    url: session.mcp.url,
    headers: {
      'x-api-key': 'your-composio-api-key',
    },
  },
});

const tools = await client.tools();
const { text } = await generateText({
  model: openai('gpt-4o'),
  tools,
  messages: [{
    role: 'user',
    content: 'Get company intelligence for stripe.com including hiring, technologies, financing, and recent news.'
  }],
  maxSteps: 5,
});

console.log(`Agent: ${text}`);
```

## Why Use Composio?

### 1. AI Native PredictLeads Integration

- Supports both PredictLeads MCP and direct API based integrations
- Structured, LLM-friendly schemas for reliable company intelligence lookups
- Rich coverage for hiring, technologies, financing, news, products, and business connection signals

### 2. Managed Auth

- Store PredictLeads API keys securely instead of hard-coding them in agent code
- Central place to manage, scope, and revoke PredictLeads access
- Per user and per environment credentials for safer sales, research, and enrichment workflows

### 3. Agent Optimized Design

- Tools are tuned for natural language requests like finding hiring spikes, funding news, or tech stack changes
- Comprehensive execution logs so you always know what company data was queried, when, and on whose behalf

### 4. Enterprise Grade Security

- Fine-grained RBAC so you control which agents and users can access PredictLeads
- Scoped, least privilege access to PredictLeads company intelligence resources
- Full audit trail of agent actions to support review and compliance

## Use PredictLeads with any AI Agent Framework

Choose a framework you want to connect PredictLeads with:

None listed.

## Related Toolkits

- [Aeroleads](https://composio.dev/toolkits/aeroleads) - Aeroleads is a B2B lead generation platform for finding business emails and phone numbers. Grow your sales pipeline faster with powerful prospecting tools.
- [Autobound](https://composio.dev/toolkits/autobound) - Autobound is an AI-powered sales engagement platform that crafts hyper-personalized outreach and insights. It helps sales teams boost response rates and close more deals through tailored content and recommendations.
- [Better proposals](https://composio.dev/toolkits/better_proposals) - Better Proposals is a web-based tool for crafting and sending professional proposals. It helps teams impress clients and close deals faster with slick, easy-to-use templates.
- [Bidsketch](https://composio.dev/toolkits/bidsketch) - Bidsketch is a proposal software that helps businesses create professional proposals quickly and efficiently. It streamlines the proposal process, saving time while boosting client win rates.
- [Bolna](https://composio.dev/toolkits/bolna) - Bolna is an AI platform for building conversational voice agents. It helps businesses automate support and streamline interactions through natural, voice-powered conversations.
- [Botdog](https://composio.dev/toolkits/botdog) - Botdog is a LinkedIn outreach platform for managing campaigns, leads, messages, analytics, and sending accounts. It helps sales teams run outbound workflows and track performance from one place.
- [BotPenguin](https://composio.dev/toolkits/botpenguin) - BotPenguin is an AI chatbot platform for customer messaging, contacts, and conversations. It helps teams manage bot-led support and lead engagement across channels.
- [Botsonic](https://composio.dev/toolkits/botsonic) - Botsonic is a no-code AI chatbot builder for easily creating and deploying chatbots to your website. It empowers businesses to offer conversational experiences without writing code.
- [Botstar](https://composio.dev/toolkits/botstar) - BotStar is a comprehensive chatbot platform for designing, developing, and training chatbots visually on Messenger and websites. It helps businesses automate conversations and customer interactions without coding.
- [Callerapi](https://composio.dev/toolkits/callerapi) - CallerAPI is a white-label caller identification platform for branded caller ID and fraud prevention. It helps businesses boost customer trust while stopping spam, fraud, and robocalls.
- [Callingly](https://composio.dev/toolkits/callingly) - Callingly is a lead response management platform that automates immediate call and text follow-ups with new leads. It helps sales teams boost response speed and close more deals by connecting seamlessly with CRMs and lead sources.
- [Callpage](https://composio.dev/toolkits/callpage) - Callpage is a lead capture platform that lets businesses instantly connect with website visitors via callback. It boosts lead generation and increases your sales conversion rates.
- [Charla](https://composio.dev/toolkits/charla) - Charla is a live chat and AI customer-support platform for property teams. It helps manage guest conversations, property contacts, and support knowledge.
- [Chatforma](https://composio.dev/toolkits/chatforma) - Chatforma is a chatbot automation platform for building and managing bots. It helps teams run dialogs, segments, broadcasts, forms, and user updates from one place.
- [Clearout](https://composio.dev/toolkits/clearout) - Clearout is an AI-powered service for verifying, finding, and enriching email addresses. It boosts deliverability and helps you discover high-quality leads effortlessly.
- [Clientary](https://composio.dev/toolkits/clientary) - Clientary is a platform for managing clients, invoices, projects, proposals, and more. It streamlines client work and saves you serious admin time.
- [Convolo ai](https://composio.dev/toolkits/convolo_ai) - Convolo ai is an AI-powered communications platform for sales teams. It accelerates lead response and improves conversion rates by automating calls and integrating workflows.
- [Crisp](https://composio.dev/toolkits/crisp) - Crisp is a customer messaging platform for live chat, contacts, helpdesk, and campaigns. It helps support teams manage customer conversations from one shared workspace.
- [Delighted](https://composio.dev/toolkits/delighted) - Delighted is a customer feedback platform based on the Net Promoter System®. It helps you quickly gather, track, and act on customer sentiment.
- [Docsbot ai](https://composio.dev/toolkits/docsbot_ai) - Docsbot ai is a platform that lets you build custom AI chatbots trained on your documentation. It automates customer support and content generation, saving time and improving response quality.

## Frequently Asked Questions

### Do I need my own developer credentials to use PredictLeads with Composio?

Yes, PredictLeads requires you to configure your own API key credentials. Once set up, Composio handles secure credential storage and API request handling for you.

### Can I use multiple toolkits together?

Yes! Composio's Tool Router enables agents to use multiple toolkits. [Learn more](https://docs.composio.dev/tool-router/overview).

### Is Composio secure?

Composio is SOC 2 and ISO 27001 compliant with all data encrypted in transit and at rest. [Learn more](https://trust.composio.dev).

### What if the API changes?

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

---
[See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)