diff --git a/README.md b/README.md
index 6e17046b..5b5fb55d 100644
--- a/README.md
+++ b/README.md
@@ -4,30 +4,35 @@
 [![GitHub star chart](https://img.shields.io/github/stars/coinbase/cdp-agentkit?style=flat-square)](https://star-history.com/#coinbase/cdp-agentkit)
 [![Open Issues](https://img.shields.io/github/issues-raw/coinbase/cdp-agentkit?style=flat-square)](https://github.com/coinbase/cdp-agentkit/issues)
 
-The Coinbase Developer Platform (CDP) Agentkit simplifies bringing your AI Agents onchain. Every AI Agent deserves a crypto wallet!
+The **Coinbase Developer Platform (CDP) Agentkit for Python** simplifies bringing your AI Agents onchain. Every AI Agent deserves a crypto wallet!
+
 
 ## Key Features
-- Framework-agnostic: Common AI Agent primitives that can be used with any AI framework.
-- Langchain Toolkit: Integration with Langchain for easy agentic workflows. More frameworks coming soon!
-- Support for various on-chain actions:
+- **Framework-agnostic**: Common AI Agent primitives that can be used with any AI framework.
+- **LangChain integration**: Seamless integration with [LangChain](https://python.langchain.com/docs/introduction/) for easy agentic workflows. More frameworks coming soon!
+- **Twitter integration**: Seamless integration of Langchain with [Twitter](https://developer.twitter.com/en/docs/twitter-api) for easy agentic workflows.
+- **Support for various on-chain actions**:
+
   - Faucet for testnet funds
   - Getting wallet details and balances
   - Transferring and trading tokens
-  - Registering Basenames
-  - Deploying ERC20 tokens
-  - Deploying ERC721 tokens and minting NFTs
-  - Deploying tokens on Zora's Wow Launcher (Bonding Curve)
-  - Buying and selling Zora Wow ERC20 coins
+  - Registering [Basenames](https://www.base.org/names)
+  - Deploying [ERC-20](https://www.coinbase.com/learn/crypto-glossary/what-is-erc-20) tokens
+  - Deploying [ERC-721](https://www.coinbase.com/learn/crypto-glossary/what-is-erc-721) tokens and minting NFTs
+  - Buying and selling [Zora Wow](https://wow.xyz/) ERC-20 coins
+  - Deploying tokens on [Zora's Wow Launcher](https://wow.xyz/mechanics) (Bonding Curve)
+
+  Or [add your own](./CONTRIBUTING.md#adding-an-action-to-agentkit-core)!
 
 ## Examples
-Check out `cdp-langchain/examples` for inspiration and help getting started!
+Check out [cdp-langchain/examples](./cdp-langchain/examples) for inspiration and help getting started!
 - [Chatbot](./cdp-langchain/examples/chatbot/README.md): Simple example of a Chatbot that can perform complex onchain interactions, using OpenAI.
 
 ## Repository Structure
 CDP Agentkit is organized as a [monorepo](https://en.wikipedia.org/wiki/Monorepo) that contains multiple packages.
 
 ### cdp-agentkit-core
-Core primitives and framework agnostic tools that are meant to be composable and used via CDP Agentkit framework extensions.
+Core primitives and framework-agnostic tools that are meant to be composable and used via CDP Agentkit framework extensions (ie, `cdp-langchain`).
 See [CDP Agentkit Core](./cdp-agentkit-core/README.md) to get started!
 
 ### cdp-langchain
@@ -44,5 +49,5 @@ See [CONTRIBUTING.md](CONTRIBUTING.md) for more information.
 
 ## Documentation
 - [CDP Agentkit Documentation](https://docs.cdp.coinbase.com/agentkit/docs/welcome)
-- [CDP Agentkit Core API Reference](https://coinbase.github.io/cdp-agentkit/cdp-agentkit-core/index.html)
-- [CDP Agentkit Langchain Extension API Reference](https://coinbase.github.io/cdp-agentkit/cdp-langchain/index.html)
+- [API Reference: CDP Agentkit Core](https://coinbase.github.io/cdp-agentkit/cdp-agentkit-core/index.html)
+- [API Reference: CDP Agentkit LangChain Extension](https://coinbase.github.io/cdp-agentkit/cdp-langchain/index.html)
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