How to Use the Aptoscan (Aptos Blockchain Explorer API) MCP in CrewAI

Q: How do multiple agents share Aptoscan (Aptos Blockchain Explorer API) tool outputs in CrewAI?

CrewAI uses shared memory to pass the results of getaccountbalance or transaction searches between agents. Once one agent fetches the data, the rest of the crew can reference it instantly.

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Connect Aptoscan (Aptos Blockchain Explorer API) MCP to CrewAI

Create your Vinkius account to connect Aptoscan (Aptos Blockchain Explorer API) to CrewAI and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Aptoscan (Aptos Blockchain Explorer API) with CrewAI

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Coordinate On-Chain Audits with CrewAI Teams

The `get_account_modules` tool provides your specialized developer agent with raw Move smart contract bytecode for automated security analysis. While the developer agent dissects the module code, a separate auditor agent compares it against known patterns. To verify execution safety, the team runs `get_account_resources` to inspect the live storage variables of the target contract. This multi-agent coordination ensures that no code is analyzed without also checking its active state on the blockchain.

Track Wallets Autonomously with this MCP Server

The `get_account_transactions` tool feeds your analyst agent a continuous stream of recent account activity to monitor high-value wallets. The analyst parses the transaction list and flags large transfers or sudden smart contract interactions. Once an interesting transaction is found, the agent passes the hash to another team member using `get_transaction_by_hash` to extract gas costs and event payloads. The team compiles these findings into a markdown report without human intervention.

Inspect Block Metadata and Token Data

The `get_block_by_height` and `get_token_data` tools allow your research agent to map out token distribution patterns across specific ledger blocks. The agent extracts metadata and supply metrics to evaluate asset liquidity on the Aptos network. By combining this with `get_account_tokens`, your crew maps out exactly which addresses hold the majority of a token's circulating supply. This data flows through the crew's shared memory, giving every agent a consistent view of the asset's distribution.

Setup guide

Set up Aptoscan (Aptos Blockchain Explorer API) MCP in CrewAI

Prerequisites

Python 3.10+ installed
crewai package (pip install crewai)
Active Vinkius subscription with a valid endpoint token

1

Install CrewAI
Run pip install crewai to install the framework. MCP support is built-in via the mcps parameter.
2

Add the MCP URL to your agent
Pass your Vinkius endpoint directly to the mcps list. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. CrewAI handles tool discovery and caching automatically.
3

Kick off your crew
Create a Crew with your agent and tasks. Call crew.kickoff() — the agent will automatically invoke Aptoscan (Aptos Blockchain Explorer API) tools as needed.

crew.py

from crewai import Agent, Task, Crew

agent = Agent(
    role="Aptoscan (Aptos Blockchain Explorer API) Analyst",
    goal="Access and analyze Aptoscan (Aptos Blockchain Explorer API) data via MCP.",
    backstory="Expert analyst with direct Aptoscan (Aptos Blockchain Explorer API) access.",
    mcps=[
        "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ],
)

task = Task(
    description="List recent Aptoscan (Aptos Blockchain Explorer API) transactions",
    agent=agent,
    expected_output="A summary of recent activity",
)

crew = Crew(agents=[agent], tasks=[task])
result = crew.kickoff()
print(result)

Get your connection token →

Prerequisites

Python 3.10+ installed
crewai + crewai-tools packages
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Run pip install crewai crewai-tools. The MCPServerAdapter handles lifecycle management and tool conversion.
2

Connect with MCPServerAdapter
Use MCPServerAdapter as a context manager with SseServerParameters pointing to your Vinkius endpoint. The adapter automatically manages connection lifecycle.
3

Assign tools and run
Pass the returned mcp_tools to your agent's tools parameter. The adapter converts MCP tools to native BaseTool objects compatible with all CrewAI agents.

crew.py

from crewai import Agent, Task, Crew
from crewai_tools import MCPServerAdapter
from mcp import SseServerParameters

server_params = SseServerParameters(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

with MCPServerAdapter(server_params) as mcp_tools:
    agent = Agent(
        role="Aptoscan (Aptos Blockchain Explorer API) Analyst",
        goal="Access and analyze Aptoscan (Aptos Blockchain Explorer API) data via MCP.",
        backstory="Expert analyst with direct Aptoscan (Aptos Blockchain Explorer API) access.",
        tools=mcp_tools,
    )

    task = Task(
        description="List recent Aptoscan (Aptos Blockchain Explorer API) transactions",
        agent=agent,
        expected_output="A summary of recent activity",
    )

    crew = Crew(agents=[agent], tasks=[task])
    result = crew.kickoff()
    print(result)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Aptoscan. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Aptoscan (Aptos Blockchain Explorer API) MCP in CrewAI

CrewAI uses shared memory to pass the results of `get_account_balance` or transaction searches between agents. Once one agent fetches the data, the rest of the crew can reference it instantly.

Yes, you can assign tools to specific agents. For example, you can give the security agent access to `get_account_modules` while keeping the analyst agent limited to transaction histories.

You configure the HTTP transport URL in your agent definition block. CrewAI handles the connection to Vinkius, making all ten blockchain tools available to your crew.

Yes. Your research agent can call token data endpoints to retrieve metadata and supply details for any NFT collection on Aptos via the MCP tools.

Yes. The server only queries public on-chain resources, modules, and transaction histories. No private key operations or signing actions are supported, ensuring your wallet credentials are never exposed to the agent network.

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