MS

MCP server for Mercado Libre API access.

Created 3 months ago

MCP server for Mercado Libre API access.

development location documentation public

What is MCP server for Mercado Libre API access.?

The MCP server provides a comprehensive API for developers to interact with Mercado Libre's services, enabling functionalities such as product listings, order management, and user authentication.

Documentation

Memgraph AI Toolkit

A unified mono-repo for integrating AI-powered graph tools on top of Memgraph.
This repository contains the following libraries:

  1. memgraph-toolbox Core Python utilities and CLI tools for querying and analyzing a Memgraph database. The package is available on the PyPi

  2. langchain-memgraph A LangChain integration package, exposing Memgraph operations as LangChain tools and toolkits. The package is available on the PyPi

  3. mcp-memgraph An MCP (Model Context Protocol) server implementation, exposing Memgraph tools over a lightweight STDIO protocol. The package is available on the PyPi

Usage examples

For individual examples on how to use the toolbox, LangChain, or MCP, refer to our documentation:

Developing locally

You can build and test each package directly from your repo. First, start a Memgraph MAGE instance with schema info enabled:

docker run -p 7687:7687 \
- -name memgraph \
  memgraph/memgraph-mage:latest \
- -schema-info-enabled=true

Once Memgraph is running, install any package in “editable” mode and run its test suite. For example, to test the core toolbox:

uv pip install -e memgraph-toolbox[test]
pytest -s memgraph-toolbox/src/memgraph_toolbox/tests

Core tests

To test the core toolbox, just run:

uv pip install -e memgraph-toolbox[test]
pytest -s memgraph-toolbox/src/memgraph_toolbox/tests

Langchain integration tests

To run the LangChain tests, create a .env file with your OPENAI_API_KEY, as the tests depend on LLM calls:

uv pip install -e integrations/langchain-memgraph[test]
pytest -s integrations/langchain-memgraph/tests

MCP integration tests

uv pip install -e integrations/mcp-memgraph[test]
pytest -s integrations/mcp-memgraph/tests

If you are running any test on MacOS in zsh, add "" to the command:

uv pip install -e memgraph-toolbox"[test]"

Server Config

{
  "mcpServers": {
    "mcp-server-for-mercado-libre-api-access.-server": {
      "command": "npx",
      "args": [
        "mcp-server-for-mercado-libre-api-access."
      ]
    }
  }
}

Links & Status

Hosted: Yes
Global: Yes
Official: Yes

Project Info

Hosted Featured
Created At: Aug 07, 2025
Updated At: Aug 07, 2025
Author: Mercado Libre Development Team
Category: API
License: MIT License
Tags:
development location documentation