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MCP server · Developer Tools

Labs

by · github.com/zahere-dev/mcp-labs

Repository of my experiments with MCP

Unclaimed devtools
InstallView source
48Fair

Scored 14 days ago · breakdown

About Labs

Labs is an MCP server published by zahere-dev in the Developer Tools category: repository of my experiments with MCP.

The repository has 43 stars and 19 forks, with the last commit a month ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/zahere-dev/mcp-labs

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

Static checks derived from the repository 7 days ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • !License declaredNo license file. Legally you have no right to use it in a product.
  • !Tests presentNo tests found. Behaviour changes may go unnoticed between versions.
  • !Dependencies pinnedNo lockfile. Installs can pull different code over time.
  • !No dynamic code executionSource scan found eval or shell execution. Review how tool inputs reach it before granting credentials.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

README

🧠 OpenAI MCP BMI Tool – Client & Server Demo

This project demonstrates how to build a simple MCP (Model Context Protocol) client and server using OpenAI's openai Python SDK and the mcp package. We expose a BMI calculator tool via the server and use an LLM-powered client to discover and invoke the tool based on natural language queries.

📽️ Demo Video

Watch the full tutorial: How to Build an OpenAI MCP Client and Server
(https://www.youtube.com/watch?v=hMHYhRcd_Uo)

🚀 Features

  • ✅ Lightweight MCP Server using FastMCP
  • ✅ BMI calculation exposed as a tool
  • ✅ OpenAI GPT-4o model used to intelligently select tools and arguments
  • ✅ STDIO-based client-server communication
  • ✅ JSON-based tool calling flow using natural language

README fetched from the repository 7 days ago. The original is authoritative.

Questions

About Labs

How do I install Labs?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Labs safe to use with an AI agent?

Its trust score is 48 out of 100 (fair). It passes 1 of the 6 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Labs still maintained?

Yes — the last commit was a month ago. The repository has 43 stars and 19 forks and 1 open issues.