# LimaData

```json
{
  "name": "LimaData",
  "slug": "limadata",
  "url": "https://composio.dev/toolkits/limadata",
  "markdown_url": "https://composio.dev/toolkits/limadata.md",
  "logo_url": "https://logos.composio.dev/api/limadata",
  "categories": [
    "crm"
  ],
  "is_composio_managed": false,
  "updated_at": "2026-10-23T05:33:25.417Z"
}
```

![LimaData logo](https://logos.composio.dev/api/limadata)

## Description

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with LimaData MCP or direct API to enrich company profiles, discover contacts, search business data, and research the web through natural language.

## Summary

LimaData is a B2B data platform for person and company enrichment, contact discovery, audience identity, and web research.
It helps teams find accurate business data and uncover new prospects faster.

## Categories

- crm

## Toolkit Details

- Tools: 18

## Images

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

## Authentication

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

## Suggested Prompts

- Enrich Acme with firmographic company details
- Find decision makers at target companies
- Research SaaS companies in New York

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `LIMADATA_COUNT_DATABASE_RECORDS` | Count Database Records | Count matching companies or people without retrieving records. Successful counts cost about 0.1 credits; people counts require a filter expression rather than an AI prompt. |
| `LIMADATA_ENRICH_COMPANY` | Enrich Company | Enrich a company from its domain or LinkedIn company URL; a successful lookup costs about 1 credit. |
| `LIMADATA_ENRICH_PERSON` | Enrich Person | Enrich a professional profile from an email, LinkedIn URL, or name plus company; a successful base lookup costs about 1 credit, with extra credits only when requested work email or phone data is found. |
| `LIMADATA_EXTRACT_WEB_PAGES` | Extract Web Pages | Extract clean Markdown and metadata from up to 10 URLs, optionally including links, images, and JavaScript-rendered content. A successful extraction costs about 0.1 credits. |
| `LIMADATA_FIND_COMPANY_LINKEDIN_PAGE` | Find Company LinkedIn Page | Find a company's LinkedIn page URL from its website domain. |
| `LIMADATA_FIND_PERSONAL_EMAIL` | Find Personal Email | Find a personal email from a work email or social-profile URL; a no-match response is free and returns found=false. |
| `LIMADATA_FIND_PERSON_PROFILES` | Find Person Profiles | Find LinkedIn, GitHub, X, and Facebook profiles from an email or from a full name plus company identity. Name-based calls cost about 2 credits even on no-match; successful email-only reverse lookups cost about 5 credits. |
| `LIMADATA_FIND_PHONE_NUMBERS` | Find Phone Numbers | Find phone numbers from a LinkedIn profile or a name plus company. A successful match costs about 10 credits; no-match is free and returns found=false. |
| `LIMADATA_FIND_WORK_EMAIL` | Find Work Email | Find a work email using either a LinkedIn profile URL or a full name plus company domain. No-match responses are free and return found=false. |
| `LIMADATA_FORMAT_AD_AUDIENCE` | Format Ad Audience | Resolve a person to hashed audience identifiers formatted for one advertising network or the universal format. |
| `LIMADATA_GET_AUDIENCE_EMAIL_HASHES` | Get Audience Email Hashes | Resolve a LinkedIn profile or work email to normalized and original SHA-256 email hashes for audience matching. |
| `LIMADATA_GET_CREDIT_BALANCE` | Get Credit Balance | Return the connected LimaData account's current whole-number credit balance before or after credit-consuming operations. |
| `LIMADATA_GET_FILTER_SUGGESTIONS` | Get Filter Suggestions | Return autocomplete suggestions for an exact LimaData database filter key; the provider's accepted filter-key vocabulary is not publicly enumerated, and unsupported keys return a validation error. |
| `LIMADATA_RESEARCH_WEB` | Research Web | Retrieve web context or a synthesized, source-backed answer for a natural-language question; this operation consumes credits. |
| `LIMADATA_SEARCH_COMPANY_EMPLOYEES` | Search Company Employees | Search for employees at specified companies, optionally by job title, and return one credit-metered page. |
| `LIMADATA_SEARCH_DATABASE` | Search Database | Search LimaData's company or people database and return one page. Each search costs at least 1 credit even with no results and may add per-record charges. |
| `LIMADATA_SEARCH_WEB` | Search Web | Return one provider page of ranked organic web results with titles, URLs, and snippets. Successful searches consume credits. |
| `LIMADATA_VERIFY_EMAIL` | Verify Email | Check an email's deliverability, risk, and mailbox evidence; a successful verification costs about 0.3 credits. |

## Supported Triggers

None listed.

## Installation and MCP Setup

### Path 1: SDK Installation

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

Install the Composio SDK, the OpenAI provider, and the OpenAI SDK
```python
pip install composio composio_openai openai
```

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

#### Path 1, Step 2: Create a Composio session

Initialize Composio with the OpenAI Responses provider and create a session scoped to LimaData
```python
import json
from openai import OpenAI
from composio import Composio
from composio_openai import OpenAIResponsesProvider

composio = Composio(provider=OpenAIResponsesProvider())
client = OpenAI()

session = composio.create(user_id="your-user-id", toolkits=["limadata"])
tools = session.tools()
```

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

const composio = new Composio({ provider: new OpenAIResponsesProvider() });
const client = new OpenAI();

const session = await composio.create("your-user-id", { toolkits: ["limadata"] });
const tools = await session.tools();
```

#### Path 1, Step 3: Run LimaData tools with your agent

Send a request, execute the LimaData tool calls through the session, and print the final answer
```python
response = client.responses.create(
    model="gpt-5.6-sol",
    tools=tools,
    input=[{"role": "user", "content": "Enrich the company Acme with its industry, employee count, website, and headquarters."}],
)

while True:
    tool_calls = [o for o in response.output if o.type == "function_call"]
    if not tool_calls:
        break
    results = composio.provider.handle_tool_calls(response=response, session=session)
    response = client.responses.create(
        model="gpt-5.6-sol",
        tools=tools,
        previous_response_id=response.id,
        input=[
            {"type": "function_call_output", "call_id": call.call_id, "output": json.dumps(results[i])}
            for i, call in enumerate(tool_calls)
        ],
    )

print(response.output_text)
```

```typescript
let response = await client.responses.create({
  model: "gpt-5.6-sol",
  tools,
  input: [{ role: "user", content: "Enrich the company Acme with its industry, employee count, website, and headquarters." }],
});

while (response.output.some((o) => o.type === "function_call")) {
  const outputs = await composio.provider.handleToolCalls(session, response.output);
  response = await client.responses.create({
    model: "gpt-5.6-sol",
    tools,
    previous_response_id: response.id,
    input: outputs,
  });
}

console.log(response.output_text);
```

### Path 2: MCP Server Setup

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

Install the Composio SDK and your agent framework
```python
pip install composio claude-agent-sdk
```

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

#### Path 2, Step 2: Create a session with MCP enabled

Create a session scoped to LimaData and read its MCP URL and headers
```python
from composio import Composio

composio = Composio()
session = composio.create(user_id="your-user-id", toolkits=["limadata"], mcp=True)
```

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

const composio = new Composio();
const { mcp } = await composio.create("your-user-id", {
  toolkits: ["limadata"],
  mcp: true,
});
```

#### Path 2, Step 3: Connect your agent to the MCP server

Pass the session's MCP URL and headers to your agent and run a LimaData request
```python
import asyncio
from claude_agent_sdk import ClaudeSDKClient, ClaudeAgentOptions, AssistantMessage, TextBlock

options = ClaudeAgentOptions(
    mcp_servers={
        "composio": {
            "type": "http",
            "url": session.mcp.url,
            "headers": session.mcp.headers,
        }
    },
    system_prompt="You are a helpful assistant with access to LimaData tools.",
    tools=[],
    allowed_tools=["mcp__composio__*"],
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query("Enrich the company Acme with its industry, employee count, website, and headquarters.")
        async for message in client.receive_response():
            if isinstance(message, AssistantMessage):
                for block in message.content:
                    if isinstance(block, TextBlock):
                        print(block.text)

asyncio.run(main())
```

```typescript
import { createMCPClient } from "@ai-sdk/mcp";
import { openai } from "@ai-sdk/openai";
import { generateText, stepCountIs } from "ai";

const client = await createMCPClient({
  transport: { type: "http", url: mcp.url, headers: mcp.headers },
});

const { text } = await generateText({
  model: openai("gpt-5.6-sol"),
  tools: await client.tools(),
  prompt: "Enrich the company Acme with its industry, employee count, website, and headquarters.",
  stopWhen: stepCountIs(10),
});

console.log(text);
await client.close();
```

## Why Use Composio?

### 1. AI Native LimaData Integration

- Supports both LimaData MCP and direct API based integrations
- Structured, LLM-friendly schemas for reliable tool execution
- Rich coverage for enriching companies, finding contacts, and researching business data

### 2. Managed Auth

- Securely store and use your LimaData API key without hard-coding it in agent prompts
- Central place to manage, scope, and revoke LimaData access
- Per user and per environment credentials instead of exposed keys

### 3. Agent Optimized Design

- Tools are tuned using real error and success rates to improve reliability over time
- Comprehensive execution logs so you always know what ran, when, and on whose behalf

### 4. Enterprise Grade Security

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

## Use LimaData with any AI Agent Framework

Choose a framework you want to connect LimaData with:

- [ChatGPT](https://composio.dev/toolkits/limadata/framework/chatgpt)
- [Claude Cowork](https://composio.dev/toolkits/limadata/framework/claude-cowork)
- [Hermes](https://composio.dev/toolkits/limadata/framework/hermes-agent)
- [Atomic Agent](https://composio.dev/toolkits/limadata/framework/atomic-agent)

## Related Toolkits

- [HubSpot](https://composio.dev/toolkits/hubspot) - HubSpot is an all-in-one marketing, sales, and customer service platform. It lets teams nurture leads, automate outreach, and track every customer interaction in one place.
- [Pipedrive](https://composio.dev/toolkits/pipedrive) - Pipedrive is a sales management platform offering pipeline visualization, lead tracking, and workflow automation. It helps sales teams keep deals moving forward efficiently and never miss a follow-up.
- [Salesforce](https://composio.dev/toolkits/salesforce) - Salesforce is a leading CRM platform that helps businesses manage sales, service, and marketing. It centralizes customer data, enabling teams to drive growth and build strong relationships.
- [Apollo](https://composio.dev/toolkits/apollo) - Apollo is a CRM and lead generation platform that helps businesses discover contacts and manage sales pipelines. Use it to streamline customer outreach and track your deals from one place.
- [Attio](https://composio.dev/toolkits/attio) - Attio is a customizable CRM and workspace for managing your team's relationships and workflows. It helps teams organize contacts, automate tasks, and collaborate more efficiently.
- [Acculynx](https://composio.dev/toolkits/acculynx) - AccuLynx is a cloud-based roofing business management software for contractors. It streamlines project tracking, lead management, and document sharing.
- [Addressfinder](https://composio.dev/toolkits/addressfinder) - Addressfinder is a data quality platform for verifying addresses, emails, and phone numbers. It helps you ensure accurate customer and contact data every time.
- [Affinity](https://composio.dev/toolkits/affinity) - Affinity is a relationship intelligence CRM that helps private capital investors find, manage, and close more deals. It streamlines deal flow and surfaces key connections to help you win opportunities.
- [Agencyzoom](https://composio.dev/toolkits/agencyzoom) - AgencyZoom is a sales and performance platform built for P&C insurance agencies. It helps agents boost sales, retain clients, and analyze producer results in one place.
- [Agile CRM](https://composio.dev/toolkits/agile_crm) - Agile CRM is a unified customer management platform combining contacts, sales pipelines, marketing, and support. Use it to centralize customer data, automate campaigns, and manage deals and tickets in one place.
- [Bettercontact](https://composio.dev/toolkits/bettercontact) - Bettercontact is a smart contact enrichment tool for finding emails and phone numbers. It helps boost lead generation with automated, waterfall search across multiple sources.
- [Blackbaud](https://composio.dev/toolkits/blackbaud) - Blackbaud provides cloud-based software for nonprofits, schools, and healthcare institutions. It streamlines fundraising, donor management, and mission-driven operations.
- [Blitz API](https://composio.dev/toolkits/blitz_api) - Blitz API is a people, company, and job search API with contact and company enrichment. Use it to enrich leads and accelerate sales outreach with accurate contact and firmographic data.
- [Brilliant directories](https://composio.dev/toolkits/brilliant_directories) - Brilliant Directories is an all-in-one platform for building and managing online membership communities and business directories. It streamlines listings, member management, and engagement tools into a single, easy interface.
- [Capsule crm](https://composio.dev/toolkits/capsule_crm) - Capsule CRM is a user-friendly CRM platform for managing contacts and sales pipelines. It helps businesses organize relationships and streamline their sales process efficiently.
- [Centralstationcrm](https://composio.dev/toolkits/centralstationcrm) - CentralStationCRM is an easy-to-use CRM software focused on collaboration and long-term customer relationships. It helps teams manage contacts, deals, and communications all in one place.
- [Clarify MCP](https://composio.dev/toolkits/clarify_mcp) - Clarify MCP is a CRM platform for managing companies, people, deals, meetings, tasks, lists, and campaigns. Use it to centralize CRM data and streamline sales and marketing workflows.
- [Clay](https://composio.dev/toolkits/clay) - Clay is a go-to-market data enrichment and workflow automation platform for searching people and companies, running routines, and querying workspace tables. It helps teams enrich leads, automate GTM workflows, and keep workspace data synchronized.
- [Clay MCP](https://composio.dev/toolkits/clay_mcp) - Clay MCP is a prospect enrichment service for researching companies and contacts. It runs enrichment providers and Clay functions to return enriched prospect data.
- [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.

## Frequently Asked Questions

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

Yes, LimaData 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)