Polkadot Agent Kit

Team Name: Elastic Labs (https://elasticlabs.org/) - Core contributors of OpenGuild Community.
Payment Address:
- DOT: 15NL11ZoE9KUY54VWUzC3mawgzsQ2UcniXKSAFUa1hC8vnKd (Elastic Labs Multisig)
Level: 2

Project Overview

Overview

Polkadot Agent Kit is an open-source library provides developers with a set of tools to build AI Agents that interact autonomously with the Polkadot SDK-based networks.

Main repository: https://github.com/elasticlabs-org/polkadot-agent-kit
Telegram Chatbot Polkadot Agent: https://github.com/elasticlabs-org/polkadot-agent-kit/tree/main/examples/telegram-bot

Motivation & Ecosystem Fit

Polkadot is widely recognized for its powerful cross-chain capabilities and secure transaction infrastructure. However, interacting with these features—especially through XCM and cross-chain asset transfers—often requires navigating a complex and fragmented developer experience.

Executing a simple asset transfer across parachains or from Polkadot to another chain can involve multiple intricate steps, making it difficult for developers and users to integrate these capabilities into their applications smoothly.

Not only that, with its complexity in different runtime architecture & network configuration, each Polkadot SDK-based networks requires a different way to interact with.

With these challenges in mind, the Polkadot Agent Kit was created to simplify development and reduce the complexity of interacting with Polkadot SDK-based networks through autonomous, agent-driven capabilities.

Key Features

Below are the high-level overview of the library features, a detailed breakdown of each feature and the plan for development is listed in the later sections:

Secure wallet management: Mnemonic-derived wallets or Proxy-based, Multisig-based.
Cross-chain interactions and queries: Primarily built on top of the two protocols XCM & ISMP. Below are common use cases of agent kits:
- Seamlessly multi-hop transfer across parachains and the relaychain.
- Interact with different DeFi protocols in the Polkadot ecosystem.
Basic local chain transactions
- (e.g. Query balances, mint new asset & NFTs).
Third-party integrations including:
- Social clients: Seamlessly integrates with third-party social clients to distribute the agentic feature easier.
  - Telegram, Discord, Twitter.
- Agent Interoperability: Expand the features of AI agents by integrating with External Context Providers (ECP), enrichs the knowledge base of the agent built with this library.
  - MCP Server, Langchain Actions, Google A2A.

Project Details

Our team has successfully finished the initial phase of the Polkadot Agent Kit, which can be found and used in the repository: https://github.com/elasticlabs-org/polkadot-agent-kit

Installation Guide

Ensure your NodeJS environment is at least v23.9.0:

pnpm i @polkadot-agent-kit/sdk

Features

Multiple Substrate Network Connections

Polkadot Agent Kit uses Polkadot API as the core client library to set up the connection with Substrate-based chains. You can discover the list of supported chains in the library codebase.

// By importing the SDK, Polkadot API descriptors are automatically initalized.
import { PolkadotAgentKit } from "@polkadot-agent-kit/sdk";

// Create an agent - no initialization needed.
const agent = new PolkadotAgentKit({
  privateKey: process.env.PRIVATE_KEY,
  chains: [
    { name: "westend", url: "wss://westend-rpc.polkadot.io" },
    {
      name: "polkadot_assethub",
      url: "wss://statemint.api.onfinality.io/public-ws",
    },
    {
      name: "paseo_hydradx",
      url: "wss://pas-rpc.stakeworld.io",
    },
  ],
});

// Initialize the specific single connection in the list of chains.
const connection = await agent.getConnection("westend");

Key Types and Mnemonic Support

The Polkadot AI Agent Kit now supports both Sr25519 and Ed25519 key types with dynamic configuration, as well as mnemonic phrase key generation.

Key Type Configuration

You can specify which key type to use when creating your agent:

// Create an agent with Sr25519 keys
const agent = new PolkadotAgentKit({
  privateKey: process.env.PRIVATE_KEY,
  keyType: "Sr25519", // Use Sr25519 for signing (default is Ed25519)
  chains: [{ name: "westend", url: "wss://westend-rpc.polkadot.io" }],
});

Mnemonic Phrase Support

You can now create an agent using a mnemonic phrase instead of a raw private key:

// Create an agent from a mnemonic phrase
const agent = new PolkadotAgentKit({
  mnemonic: "word1 word2 word3 ... word12", // Your 12 or 24 word mnemonic
  derivationPath: "", // Optional derivation path (default: '')
  keyType: "Sr25519", // Optional key type (default: Ed25519)
  chains: [{ name: "westend", url: "wss://westend-rpc.polkadot.io" }],
});

Using Both Key Types and Delegation

You can mix key types and use both private keys and mnemonics with delegation:

// Advanced configuration with different key types
const agent = new PolkadotAgentKit({
  // Main account with mnemonic
  mnemonic: "word1 word2 word3 ... word12",
  derivationPath: "//0",
  keyType: "Sr25519",

  // Delegate account with private key
  delegatePrivateKey: "0x1234...",
  delegateKeyType: "Ed25519",

  // Or delegate with mnemonic
  // delegateMnemonic: 'word1 word2 word3 ... word12',
  // delegateDerivationPath: '//1',
  // delegateKeyType: 'Sr25519',

  chains: [{ name: "westend", url: "wss://westend-rpc.polkadot.io" }],
});

Using the agent to execute with onchain actions

The Polkadot Agent Kit abstracts complex blockchain interactions into simple prompts. Instead of manually constructing transactions and handling network-specific logic, developers can trigger powerful on-chain actions with a single line of code:

await agent.prompt("Vote Proposal #123 on OpenGov");
await agent.prompt("Transfer 10 DOT from Asset Hub to Coretime Chain");
await agent.prompt("Mint an NFT on Asset Hub");
await agent.prompt("Stake 100 DOT on a DeFi protocol");

Under the hood, the agent parses natural-language instructions, identifies the correct transaction type, constructs the necessary extrinsics, handles signature authorization (via Proxy/Multisig if needed), and submits the transaction to the network — all autonomously.

Without the Polkadot Agent Kit, developers must manually interact with the Polkadot.js API, construct extrinsics, manage wallets, and handle network-specific encoding.

Here’s an example of how you'd implement the same actions manually:

import { ApiPromise, WsProvider, Keyring } from "@polkadot/api";

// Connect to a Hydradx node on Polkadot Relaychain.
const provider = new WsProvider("wss://statemint.api.onfinality.io/public-ws");
const api = await ApiPromise.create({ provider });

// Create a wallet from mnemonic phrase.
const keyring = new Keyring({ type: "sr25519" });
const account = keyring.addFromUri("your mnemonic here");

// Transfer 10 DOT from Asset Hub to Coretime Chain (requires XCM call)
await api.tx.xcmPallet.limitedReserveTransferAssets(
  {
    V3: {
      parents: 0,
      interior: {
        X1: {
          Parachain: <Coretime_Parachain_ID>,
        },
      },
    },
  },
  {
    V3: {
      fun: {
        Fungible: <amount>,
      },
      id: {
        Concrete: {
          parents: 0,
          interior: 'Here',
        },
      },
    },
  },
  {
    V3: {
      parents: 0,
      interior: {
        X1: {
          AccountId32: {
            id: <destination_account_id_as_bytes>,
            network: 'Any',
          },
        },
      },
    },
  },
  0,
  {
    Unlimited: null,
  }
).signAndSend(account);

Now imagine how many lines of code needed to replicate the same functionalities of the below agent prompt:

await agent.prompt(
  "Transfer 10 DOT from Asset Hub to Hydration, swap to USDT with
  Omnipool and deposit USDT to Bifrost to provide liquid staking."
);

Polkadot Agent Kit is all about developer experience!

Architecture

Package	Path	Description
Common	`packages/common*`	Defines RPC endpoints, chain configurations, API interfaces, and types shared across the SDK.
Core	`packages/core`	Implements on-chain and off-chain functions used internally by the LLM package.
LLM	`packages/llm`	Provides tools and action calls for integrating with large language models (LLMs).
SDK	`packages/sdk`	Main developer-facing SDK. Exposes APIs from Common, Core, and LLM for external use.

Technology Stack

Blockchain Interaction: Using Polkadot API (PAPI) for querying Polkadot SDK-based chains and submitting transactions.
Cross-chain protocols integrations: XCM, ISMP, PVQ. To avoid reinventing the wheels, we plan to work with ParaSpell team to provide a seamless integrations.
AI Layer & External Context Provides (ECPs): Leverage the existing LangChain framework for natural language processing, enhanced with a custom tools to expand agent's capabilities. On the other hand, provide an option to integrate with ECPs (MCP Client/Server, A2A-compliant agents, Langchain actions).
DevOps: Docker for containerized deployment, GitHub Actions for CI, and Vitest for unit testing and e2e testing. This stack ensures compatibility with the Polkadot ecosystem while providing a robust foundation for new features.

Team 👥

Team Members

Tin Chung (Github / Website):
- Project Role: General Manager
Dustin Ho (Github)
- Project Role: Lead Engineer
Andrew Chau (Github):
- Project Role: Engineer

Contact 📞

Contact Name: Tin Chung
Contact Email: tin@openguild.wtf

Legal Structure

Registered Address: No legal structure yet.
Registered Legal Entity: No legal structure yet.

Team’s Experience

Tin Chung (Github / Website):
- Background:
  - Polkadot Blockchain Academy Wave 5 Graduate.
  - Core blockchain engineer of a parachain team on Polkadot.
  - Currently leading developer relation function of the OpenGuild (Polkadot SEA) community.
  - 3+ years experience working with blockchain technology: Bitcoin Lightning Network, Solana, Ethereum & Polkadot.
  - Experienced with contribution to OSS in Polkadot ecosystem: ink!, pop-cli, polkadot-sdk and more.
Dustin Ho (Github)
- Background:
  - PBA-X Graduate 2025
  - Core engineer at blockchain layer-1 using Polkadot SDK
  - 4+ years experiences with blockchain technology: Polkadot, Near, Solana, Ethereum, ...
Andrew Chau (Github):
- Background:
  - PBA-X graduate
  - Ex Backend Engineer at Walless | Open-source wallet on multi-chain
  - 2+ years experience working with blockchain technology: Solana, Ethereum
  - 2+ years experience working with LLM and AI: LangChain, Tensorflow, PyTorch

Team Code Repo

https://github.com/elasticlabs-org/polkadot-agent-kit

Team github accounts 🧑‍💻

Team LinkedIn Profiles 🧑‍🎓

Development Status 📖

Core Functionality: A command-line interface (CLI) for creating agents that interact with Polkadot Ecosystem via the Polkadot API, leveraging LangChain for natural language processing.
Integration: Connection to Polkadot testnets (e.g., Westend) and mainnets
Status: As of March 31, 2025, the repository has been tested with ~100 daily transactions on testnets, demonstrating stability for basic use cases.
Version: 1.0.0-alpha . Available on npm package . Link: https://www.npmjs.com/package/@polkadot-agent-kit/sdk
Codebase: https://github.com/elasticlabs-org/polkadot-agent-kit

Development Roadmap 🔩

Overview

Total Estimated Duration: 3 months
Full-Time Equivalent (FTE): 2
Total Costs: 30,000 USD
DOT %: 60%

Milestone 1 — Core SDK with XCM Capabilities

Estimated duration: 1 month
FTE: 2
Costs: 9,000 USD

Number	Deliverable	Specification
0a.	License	MIT
0b.	Documentation	Documentation Page + Quickstart tutorial.
0c.	Testing and Testing Guide	Unit tests + E2E tests guide + CI pipeline.
1a.	Migrate to ParaSpell	Migrate from raw XCM implementation to use ParaSpell as the underlying XCM library.
1b.	Multi-hop XCM Transferring	Support multi-hop asset transferring via XCM between parachains (reserve transfers) and parachain to relaychain (teleport).
1c.	Transact	Support XCM transact to allow agent sending runtime calls cross-chain.
2.	Agentic XCM integration-texts codebase	Thorough test coverage for XCM functionalities

Milestone 2 — DeFi Integrations & External Context Providers

Estimated duration: 1 month
FTE: 2
Costs: 10,000 USD

Number	Deliverable	Specification
0a.	License	MIT
0b.	Documentation	API reference + advanced guide
0c.	Testing and Testing Guide	Integration/stress tests + guide
1a.	Agentic DeFi Tools: Hydration	Support swapping on Hydration
1b.	Agentic DeFi Tools: Bifrost	Support minting vDOT
1c.	Agentic DeFi Tools: Relaychain Nomination Pools	Support Nomination Pool staking on Relaychain
2a.	Host a Model Context Protocol (MCP) server	Compatible with the structure required of MCP protocol to easily set up a MCP server on top of the library.
2b.	Convertible to Lanchain tools	Easily convert the langchain tools

Milestone 3 — Agent Kit Playground & Examples

Estimated duration: 1 month
FTE: 2
Costs: 10,000 USD

Number	Deliverable	Specification
0a.	License	MIT
0b.	Documentation	Full API reference site + SDK docs
0c.	Testing and Testing Guide	Extended test suite + user guide
1.	Playground App	Browser application allows developers to play with the agent kit
2.	Replit Examples	Add examples to run the agent kit on Replit

Future Plans

Polkadot Agent Kit aims to become the go-to open-source toolkit for developers building agentic applications on Polkadot SDK-based networks. After completing milestones, we intend to have a follow-up proposal to Web3Foundation for:

Expand Functionality:

Auditting & Security Analysis.
Pop Agent Kit CLI - Allows developers to initialize the agent kit starter code base easily.
Support multiple LLM models - Consider migrating the codebase to LiteLLM to support more LLM models.
Eliza OS compabitibility - Allows developers to integrate the Polkadot Agent Kit as Eliza OS plugin.
Options to deploy AI agents: Vercel AI SDK Deployment & PHALA TEE Deployment (This will need to be reconsidered in the future).

Potential Ecosystem Integrations:

Hydration
Apillon
PolkaAssembly

Developer onboarding and distribution (additional scope - voluntary):

Launch comprehensive documentation, quick-start guides, and interactive demos to lower the barrier to entry for new developers.
Utilize OpenGuild as a distribution platform through online/offlines workshop, collaborate with Polkadot’s flagship events to distribute/promote the kit.
Introduce open-source bounties at OpenGuild’s meetups to incentivize developers to build agentic applications using the kit, increase mindshare.

Project Overview​

Overview​

Motivation & Ecosystem Fit​

Key Features​

Project Details​

Installation Guide​

Features​

Multiple Substrate Network Connections​

Key Types and Mnemonic Support​

Key Type Configuration​

Mnemonic Phrase Support​

Using Both Key Types and Delegation​

Using the agent to execute with onchain actions​

Architecture​

Technology Stack​

Team 👥​

Team Members​

Contact 📞​

Legal Structure​

Team’s Experience​

Team Code Repo​

Team github accounts 🧑‍💻​

Team LinkedIn Profiles 🧑‍🎓​

Development Status 📖​

Development Roadmap 🔩​

Overview​

Milestone 1 — Core SDK with XCM Capabilities​

Milestone 2 — DeFi Integrations & External Context Providers​

Milestone 3 — Agent Kit Playground & Examples​

Future Plans​

Expand Functionality:​

Potential Ecosystem Integrations:​

Developer onboarding and distribution (additional scope - voluntary):​

Project Overview

Overview

Motivation & Ecosystem Fit

Key Features

Project Details

Installation Guide

Features

Multiple Substrate Network Connections

Key Types and Mnemonic Support

Key Type Configuration

Mnemonic Phrase Support

Using Both Key Types and Delegation

Using the agent to execute with onchain actions

Architecture

Technology Stack

Team 👥

Team Members

Contact 📞

Legal Structure

Team’s Experience

Team Code Repo

Team github accounts 🧑‍💻

Team LinkedIn Profiles 🧑‍🎓

Development Status 📖

Development Roadmap 🔩

Overview

Milestone 1 — Core SDK with XCM Capabilities

Milestone 2 — DeFi Integrations & External Context Providers

Milestone 3 — Agent Kit Playground & Examples

Future Plans

Expand Functionality:

Potential Ecosystem Integrations:

Developer onboarding and distribution (additional scope - voluntary):