# How to integrate Getprospect MCP with CrewAI ```json { "title": "How to integrate Getprospect MCP with CrewAI", "toolkit": "Getprospect", "toolkit_slug": "getprospect", "framework": "CrewAI", "framework_slug": "crew-ai", "url": "https://composio.dev/toolkits/getprospect/framework/crew-ai", "markdown_url": "https://composio.dev/toolkits/getprospect/framework/crew-ai.md", "updated_at": "2026-03-29T06:35:12.621Z" } ``` ## Introduction This guide walks you through connecting Getprospect to CrewAI using the Composio tool router. By the end, you'll have a working Getprospect agent that can find business email for jane smith at hubspot, enrich linkedin profile for a given contact, verify if john.doe@company.com is deliverable through natural language commands. This guide will help you understand how to give your CrewAI agent real control over a Getprospect account through Composio's Getprospect MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved. ## Also integrate Getprospect with - [OpenAI Agents SDK](https://composio.dev/toolkits/getprospect/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/getprospect/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/getprospect/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/getprospect/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/getprospect/framework/codex) - [OpenClaw](https://composio.dev/toolkits/getprospect/framework/openclaw) - [Hermes](https://composio.dev/toolkits/getprospect/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/getprospect/framework/cli) - [Google ADK](https://composio.dev/toolkits/getprospect/framework/google-adk) - [LangChain](https://composio.dev/toolkits/getprospect/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/getprospect/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/getprospect/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/getprospect/framework/llama-index) ## TL;DR Here's what you'll learn: - Get a Composio API key and configure your Getprospect connection - Set up CrewAI with an MCP enabled agent - Create a Tool Router session or standalone MCP server for Getprospect - Build a conversational loop where your agent can execute Getprospect operations ## What is CrewAI? CrewAI is a powerful framework for building multi-agent AI systems. It provides primitives for defining agents with specific roles, creating tasks, and orchestrating workflows through crews. Key features include: - Agent Roles: Define specialized agents with specific goals and backstories - Task Management: Create tasks with clear descriptions and expected outputs - Crew Orchestration: Combine agents and tasks into collaborative workflows - MCP Integration: Connect to external tools through Model Context Protocol ## What is the Getprospect MCP server, and what's possible with it? The Getprospect MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Getprospect account. It provides structured and secure access so your agent can perform Getprospect operations on your behalf. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `GETPROSPECT_APPLY_COUPON_CODE` | Apply Coupon Code | Tool to apply a coupon code to the user's account. Use after you need to activate a coupon before using it. | | `GETPROSPECT_CREATE_COMPANY` | Create Company | Tool to create a new company. Use when you need to add a company record via GetProspect API. | | `GETPROSPECT_CREATE_CONTACT` | Create Contact | Tool to create a new contact. Use when you need a fresh contact record before associating it to lists. | | `GETPROSPECT_CREATE_EXPORT` | Create Export | Tool to create a new export job. Use when you need to export contacts or companies based on filters or specific record IDs. Returns HTTP 201 on success. | | `GETPROSPECT_CREATE_CONTACT_LIST` | Create Contact List | Tool to create a new contact list. Use when you need to organize contacts into a named list. | | `GETPROSPECT_DELETE_COMPANY` | Delete Company | Tool to delete a company record by its ID. Use when you have confirmed this company should be permanently removed. | | `GETPROSPECT_DELETE_CONTACT` | Delete Contact | Tool to delete a contact record by its ID. Use when you need to remove a contact; ensure the contact ID exists before calling. | | `GETPROSPECT_DELETE_MULTIPLE_CONTACT_LISTS` | Delete Multiple Contact Lists | Tool to delete multiple contact lists. Use when you have a set of list IDs and want to remove them in bulk. Use after confirming the lists to delete. | | `GETPROSPECT_GET_ACCOUNT_WORKSPACE_LIMITS` | Get account workspace limits | Tool to retrieve workspace limits for the user's account. Use when you need to check current quotas before bulk operations. | | `GETPROSPECT_GET_ALL_COMPANIES` | Get All Companies | Tool to retrieve all companies. Use after obtaining a valid API key. Returns a paginated list of companies for the authenticated user. | | `GETPROSPECT_GET_ALL_CONTACTS` | Get all contacts | Tool to retrieve all contacts. Use when you need to list contacts without filters. | | `GETPROSPECT_GET_ALL_CONTACT_LISTS` | Get All Contact Lists | Tool to retrieve all prospect contact lists. Use when you need to list all existing contact lists for an account. | | `GETPROSPECT_GET_CONTACT_LISTS_COUNT` | Get Contact Lists Count | Tool to retrieve the total count of contact lists. Use when you need to know how many contact lists exist. | | `GETPROSPECT_GET_SINGLE_COMPANY` | Get Single Company | Tool to retrieve details of a single company by its ID. Use when you have a valid company ID and need its full details. | | `GETPROSPECT_GET_SINGLE_CONTACT` | Get Single Contact | Tool to retrieve details of a single contact. Use when you have the contact ID and need its full record. | | `GETPROSPECT_ADD_CONTACTS_TO_LIST` | Add Contacts to List | Tool to add contacts to a specified list. Use when you need to group existing contacts into a list. | | `GETPROSPECT_SEARCH_COMPANIES` | Search Companies | Tool to search for companies by name. Use when you have a company name and need to find matching records. | | `GETPROSPECT_SEARCH_CONTACTS` | Search Contacts | Tool to search for contacts by filters. Use when you need to find contacts matching specific criteria. | | `GETPROSPECT_SEARCH_CONTACTS_IN_LIST` | Search Contacts in List | Tool to search contacts in a specific list. Use when you need to filter contacts associated with a given list. | | `GETPROSPECT_SEARCH_LISTS_BY_NAME` | Search Lists by Name | Tool to search contact lists by name. Use when you need to find lists that match a specific name. | | `GETPROSPECT_UPDATE_COMPANY` | Update Company | Tool to update details of an existing company. Use when you need to modify company properties after confirming the company exists. | | `GETPROSPECT_UPDATE_CONTACT` | Update Contact | Tool to update details of an existing contact. Use when you have the contact ID and need to modify its properties or list assignments. | | `GETPROSPECT_UPDATE_CONTACT_LIST` | Update Contact List | Tool to update a contact list's name. Use when you need to rename an existing list. | | `GETPROSPECT_VERIFY_EMAIL_ADDRESS` | Verify Email Address | Tool to verify an email's deliverability. Use after capturing an email to ensure it's valid. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Getprospect MCP server is an implementation of the Model Context Protocol that connects your AI agent to Getprospect. It provides structured and secure access so your agent can perform Getprospect operations on your behalf through a secure, permission-based interface. With Composio's managed implementation, you don't have to create your own developer app. For production, if you're building an end product, we recommend using your own credentials. The managed server helps you prototype fast and go from 0-1 faster. ## Step-by-step Guide ### 1. Prerequisites Before starting, make sure you have: - Python 3.9 or higher - A Composio account and API key - A Getprospect connection authorized in Composio - An OpenAI API key for the CrewAI LLM - Basic familiarity with Python ### 1. Getting API Keys for OpenAI and Composio OpenAI API Key - Go to the [OpenAI dashboard](https://platform.openai.com/settings/organization/api-keys) and create an API key. You'll need credits to use the models, or you can connect to another model provider. - Keep the API key safe. Composio API Key - Log in to the [Composio dashboard](https://dashboard.composio.dev?utm_source=toolkits&utm_medium=framework_docs). - Navigate to your API settings and generate a new API key. - Store this key securely as you'll need it for authentication. ### 2. Install dependencies **What's happening:** - composio connects your agent to Getprospect via MCP - crewai provides Agent, Task, Crew, and LLM primitives - crewai-tools[mcp] includes MCP helpers - python-dotenv loads environment variables from .env ```bash pip install composio crewai crewai-tools[mcp] python-dotenv ``` ### 3. Set up environment variables Create a .env file in your project root. What's happening: - COMPOSIO_API_KEY authenticates with Composio - USER_ID scopes the session to your account - OPENAI_API_KEY lets CrewAI use your chosen OpenAI model ```bash COMPOSIO_API_KEY=your_composio_api_key_here USER_ID=your_user_id_here OPENAI_API_KEY=your_openai_api_key_here ``` ### 4. Import dependencies **What's happening:** - CrewAI classes define agents and tasks, and run the workflow - MCPServerHTTP connects the agent to an MCP endpoint - Composio will give you a short lived Getprospect MCP URL ```python import os from composio import Composio from crewai import Agent, Task, Crew from crewai_tools import MCPServerAdapter import dotenv dotenv.load_dotenv() COMPOSIO_API_KEY = os.getenv("COMPOSIO_API_KEY") COMPOSIO_USER_ID = os.getenv("COMPOSIO_USER_ID") if not COMPOSIO_API_KEY: raise ValueError("COMPOSIO_API_KEY is not set") if not COMPOSIO_USER_ID: raise ValueError("COMPOSIO_USER_ID is not set") ``` ### 5. Create a Composio Tool Router session for Getprospect **What's happening:** - You create a Getprospect only session through Composio - Composio returns an MCP HTTP URL that exposes Getprospect tools ```python composio_client = Composio(api_key=COMPOSIO_API_KEY) session = composio_client.create(user_id=COMPOSIO_USER_ID, toolkits=["getprospect"]) url = session.mcp.url ``` ### 6. Initialize the MCP Server **What's Happening:** - Server Configuration: The code sets up connection parameters including the MCP server URL, streamable HTTP transport, and Composio API key authentication. - MCP Adapter Bridge: MCPServerAdapter acts as a context manager that converts Composio MCP tools into a CrewAI-compatible format. - Agent Setup: Creates a CrewAI Agent with a defined role (Search Assistant), goal (help with internet searches), and access to the MCP tools. - Configuration Options: The agent includes settings like verbose=False for clean output and max_iter=10 to prevent infinite loops. - Dynamic Tool Usage: Once created, the agent automatically accesses all Composio Search tools and decides when to use them based on user queries. ```python server_params = { "url": url, "transport": "streamable-http", "headers": {"x-api-key": COMPOSIO_API_KEY}, } with MCPServerAdapter(server_params) as tools: agent = Agent( role="Search Assistant", goal="Help users search the internet effectively", backstory="You are a helpful assistant with access to search tools.", tools=tools, verbose=False, max_iter=10, ) ``` ### 7. Create a CLI Chatloop and define the Crew **What's Happening:** - Interactive CLI Setup: The code creates an infinite loop that continuously prompts for user input and maintains the entire conversation history in a string variable. - Input Validation: Empty inputs are ignored to prevent processing blank messages and keep the conversation clean. - Context Building: Each user message is appended to the conversation context, which preserves the full dialogue history for better agent responses. - Dynamic Task Creation: For every user input, a new Task is created that includes both the full conversation history and the current request as context. - Crew Execution: A Crew is instantiated with the agent and task, then kicked off to process the request and generate a response. - Response Management: The agent's response is converted to a string, added to the conversation context, and displayed to the user, maintaining conversational continuity. ```python print("Chat started! Type 'exit' or 'quit' to end.\n") conversation_context = "" while True: user_input = input("You: ").strip() if user_input.lower() in ["exit", "quit", "bye"]: print("\nGoodbye!") break if not user_input: continue conversation_context += f"\nUser: {user_input}\n" print("\nAgent is thinking...\n") task = Task( description=( f"Conversation history:\n{conversation_context}\n\n" f"Current request: {user_input}" ), expected_output="A helpful response addressing the user's request", agent=agent, ) crew = Crew(agents=[agent], tasks=[task], verbose=False) result = crew.kickoff() response = str(result) conversation_context += f"Agent: {response}\n" print(f"Agent: {response}\n") ``` ## Complete Code ```python from crewai import Agent, Task, Crew, LLM from crewai_tools import MCPServerAdapter from composio import Composio from dotenv import load_dotenv import os load_dotenv() GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY") COMPOSIO_API_KEY = os.getenv("COMPOSIO_API_KEY") COMPOSIO_USER_ID = os.getenv("COMPOSIO_USER_ID") if not GOOGLE_API_KEY: raise ValueError("GOOGLE_API_KEY is not set in the environment.") if not COMPOSIO_API_KEY: raise ValueError("COMPOSIO_API_KEY is not set in the environment.") if not COMPOSIO_USER_ID: raise ValueError("COMPOSIO_USER_ID is not set in the environment.") # Initialize Composio and create a session composio = Composio(api_key=COMPOSIO_API_KEY) session = composio.create( user_id=COMPOSIO_USER_ID, toolkits=["getprospect"], ) url = session.mcp.url # Configure LLM llm = LLM( model="gpt-5", api_key=os.getenv("OPENAI_API_KEY"), ) server_params = { "url": url, "transport": "streamable-http", "headers": {"x-api-key": COMPOSIO_API_KEY}, } with MCPServerAdapter(server_params) as tools: agent = Agent( role="Search Assistant", goal="Help users with internet searches", backstory="You are an expert assistant with access to Composio Search tools.", tools=tools, llm=llm, verbose=False, max_iter=10, ) print("Chat started! Type 'exit' or 'quit' to end.\n") conversation_context = "" while True: user_input = input("You: ").strip() if user_input.lower() in ["exit", "quit", "bye"]: print("\nGoodbye!") break if not user_input: continue conversation_context += f"\nUser: {user_input}\n" print("\nAgent is thinking...\n") task = Task( description=( f"Conversation history:\n{conversation_context}\n\n" f"Current request: {user_input}" ), expected_output="A helpful response addressing the user's request", agent=agent, ) crew = Crew(agents=[agent], tasks=[task], verbose=False) result = crew.kickoff() response = str(result) conversation_context += f"Agent: {response}\n" print(f"Agent: {response}\n") ``` ## Conclusion You now have a CrewAI agent connected to Getprospect through Composio's Tool Router. The agent can perform Getprospect operations through natural language commands. Next steps: - Add role-specific instructions to customize agent behavior - Plug in more toolkits for multi-app workflows - Chain tasks for complex multi-step operations ## How to build Getprospect MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/getprospect/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/getprospect/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/getprospect/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/getprospect/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/getprospect/framework/codex) - [OpenClaw](https://composio.dev/toolkits/getprospect/framework/openclaw) - [Hermes](https://composio.dev/toolkits/getprospect/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/getprospect/framework/cli) - [Google ADK](https://composio.dev/toolkits/getprospect/framework/google-adk) - [LangChain](https://composio.dev/toolkits/getprospect/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/getprospect/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/getprospect/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/getprospect/framework/llama-index) ## Related Toolkits - [Google Sheets](https://composio.dev/toolkits/googlesheets) - Google Sheets is a cloud-based spreadsheet tool for real-time collaboration and data analysis. It lets teams work together from anywhere, updating information instantly. - [Notion](https://composio.dev/toolkits/notion) - Notion is a collaborative workspace for notes, docs, wikis, and tasks. It streamlines team knowledge, project tracking, and workflow customization in one place. - [Airtable](https://composio.dev/toolkits/airtable) - Airtable combines the flexibility of spreadsheets with the power of a database for easy project and data management. Teams use Airtable to organize, track, and collaborate with custom views and automations. - [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. - [Asana](https://composio.dev/toolkits/asana) - Asana is a collaborative work management platform for teams to organize and track projects. It streamlines teamwork, boosts productivity, and keeps everyone aligned on goals. - [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. - [Google Tasks](https://composio.dev/toolkits/googletasks) - Google Tasks is a to-do list and task management tool integrated into Gmail and Google Calendar. It helps you organize, track, and complete tasks across your Google ecosystem. - [Linear](https://composio.dev/toolkits/linear) - Linear is a modern issue tracking and project planning tool for fast-moving teams. It helps streamline workflows, organize projects, and boost productivity. - [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. - [Jira](https://composio.dev/toolkits/jira) - Jira is Atlassian’s platform for bug tracking, issue tracking, and agile project management. It helps teams organize work, prioritize tasks, and deliver projects efficiently. - [Clickup](https://composio.dev/toolkits/clickup) - ClickUp is an all-in-one productivity platform for managing tasks, docs, goals, and team collaboration. It streamlines project workflows so teams can work smarter and stay organized in one place. - [Monday](https://composio.dev/toolkits/monday) - Monday.com is a customizable work management platform for project planning and collaboration. It helps teams organize tasks, automate workflows, and track progress in real time. - [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. - [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. - [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. - [Agiled](https://composio.dev/toolkits/agiled) - Agiled is an all-in-one business management platform for CRM, projects, and finance. It helps you streamline workflows, consolidate client data, and manage business processes in one place. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Getprospect MCP? With a standalone Getprospect MCP server, the agents and LLMs can only access a fixed set of Getprospect tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Getprospect and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with CrewAI? Yes, you can. CrewAI fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Getprospect tools. ### Can I manage the permissions and scopes for Getprospect while using Tool Router? Yes, absolutely. You can configure which Getprospect scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do. ### How safe is my data with Composio Tool Router? All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Getprospect data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)