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MemGPT

An open-source, modular MCP-aligned server/framework for building custom memory agents with hybrid vector and symbolic memory. Ideal for developers seeking full control over their MCP server setup and agent logic.

Stagehand

Stagehand is an open-source MCP (Model Context Protocol) server from Browserbase that enables AI agents to interact with the web, simulating browser actions such as clicking links and scraping text. It is designed to empower AIs with the ability to surf the web programmatically, making it directly relevant as an MCP server solution.

Upsonic

A reliability-focused AI agent framework utilizing the Model Context Protocol, offering integration with diverse tools and a secure runtime for MCP servers.

Batchit

Server enabling the batching of multiple MCP tool calls into a single request, reducing token usage and network overhead for AI agents.

octomind-mcp

An MCP Server that lets AI agents create and run fully managed Octomind end-to-end tests from your codebase or external sources. Illustrates advanced MCP Server usage for automated testing.

agentmail-toolkit/mcp

An MCP server for creating dynamic email inboxes for AI agents, allowing them to send, receive, and act on email—an excellent example of a specialized MCP server.

gitmotion/ntfy-me-mcp

An ntfy MCP server for sending and fetching ntfy notifications from self-hosted servers, designed for AI agents—highlighting extensible MCP server implementations.

Hide MCP

An MCP server that enables agentic work on code in a headless environment, illustrating the adaptability of the Model Context Protocol for automation tasks.

Mem0 MCP

An MCP server that uses Mem0 to efficiently manage coding preferences for AI agents. It enables storing, retrieving, and searching coding snippets and preferences with context, supporting enhanced memory and reasoning for agents.

ckanthony/openapi-mcp

Dockerized MCP server that enables AI agents to access any API with OpenAPI documentation through the MCP protocol.

currents-mcp

MCP server enabling AI agents to fix Playwright test failures reported to Currents, integrating CI/CD test management with MCP.

uniswap-trader-mcp

An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains.

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