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Limitless MCP Integration: Seamless Servers & Intuitive Tools - MCP Implementation

Limitless MCP Integration: Seamless Servers & Intuitive Tools

Unleash Limitless API's full potential with MCP's seamless server, intuitive client, and dynamic interactive tools—empowering teams to build, deploy, and collaborate smarter, faster.

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About Limitless MCP Integration

What is Limitless MCP Integration: Seamless Servers & Intuitive Tools?

Limitless MCP Integration provides a streamlined framework for developers to interface with the Limitless Developer API through a unified codebase. This solution enables the exposure of API endpoints as MCP tools while maintaining seamless server-client communication. By consolidating server and client logic into a single repository, it simplifies the implementation of lifelog data retrieval and tool execution, emphasizing accessibility and operational coherence.

Key Features of Limitless MCP Integration: Seamless Servers & Intuitive Tools

  • MCP Server: Exposes a robust GET endpoint getLifelogs, supporting query parameters to filter lifelog data efficiently.
  • MCP Client: Offers a straightforward interface to invoke server tools, abstracting low-level network details.
  • Interactive Mode: Permits dynamic tool execution via JSON payloads, empowering real-time experimentation.
  • Environment Variable Handling: Securely propagates API keys and other credentials to the server process, minimizing configuration overhead.

Limitless MCP Integration Features

How to Use Limitless MCP Integration: Seamless Servers & Intuitive Tools

To leverage this integration, follow these structured steps:

  1. Clone the repository and install dependencies using npm ci.
  2. Configure your environment by exporting the LIMITLESS_API_KEY variable.
  3. Select an operational mode:
    • node build/index.js server to launch the MCP server.
    • node build/index.js client to execute predefined tool calls.
    • node build/index.js interactive to engage with a REPL-style interface for custom JSON requests.

Use Cases of Limitless MCP Integration: Seamless Servers & Intuitive Tools

Developers can utilize this framework in scenarios such as:

  • Data Aggregation: Automating the retrieval of user lifelogs with filtered parameters for analytics workflows.
  • API Testing: Rapidly prototyping tool interactions via interactive mode without manual endpoint setup.
  • Microservice Prototyping: Demonstrating MCP-based service architecture principles in controlled environments.

Limitless MCP Integration FAQ

FAQ from Limitless MCP Integration: Seamless Servers & Intuitive Tools

Why requires Node.js v20+?
Guarantees compatibility with modern JavaScript features and native fetch() implementation, enhancing reliability.
Can I customize the API endpoint?
Yes, by modifying the server configuration in src/server.ts, though the core GET structure must remain intact.
How do I troubleshoot authentication errors?
Verify the LIMITLESS_API_KEY is correctly exported and matches your Limitless account permissions.

Content

Limitless MCP Integration

This repository provides a minimal MCP server/client implementation for interacting with the Limitless Developer API (GET endpoint only). It demonstrates how to expose API endpoints as MCP tools and how to call them via a client using a single merged codebase.

Features

  • MCP Server : Exposes a GET endpoint:
    • getLifelogs: List lifelogs with optional query parameters.
  • MCP Client : Connects to the server and calls the tools.
  • Interactive Mode : Allows calling any tool with JSON parameters.
  • Passes environment variables (including API key) to the spawned server.

Prerequisites

  • Node.js v20 or higher (with native fetch support or a polyfill)
  • npm
  • A valid Limitless API key

Setup

  1. Clone the repository and navigate into it.
  2. Install dependencies:
npm ci
  1. Export your API key:
export LIMITLESS_API_KEY=your_api_key_here

Build

Compile the TypeScript code:

npm run build

Usage

The merged implementation supports three modes:

  • Server Mode : Runs the MCP server.

    node build/index.js server

  • Client Mode : Spawns the server and calls the getLifelogs tool.

    node build/index.js client

  • Interactive Mode : Launches an interactive client to call tools with JSON parameters.

    node build/index.js interactive

References

License

This project is licensed under the MIT License.

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