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MCP server · AI

Local MCP Client

Local MCP Client is a cross-platform web and API interface for interacting with configurable MCP servers using natural language, powered by Ollama and any local LLM of choice, enabling structured tool execution and dynamic agent behavior.

Unclaimed Apache-2.0 last commit 10 months ago ai
54Fair

Scored 9 days ago · breakdown

About Local MCP Client

Local MCP Client is an MCP server published by mytechnotalent in the AI category: local MCP Client is a cross-platform web and API interface for interacting with configurable MCP servers using natural language, powered by Ollama and any local LLM of choice, enabling structured tool execution and dynamic agent behavior.

The repository has 5 stars and 1 forks, with the last commit 10 months ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.

Install

From source
git clone https://github.com/mytechnotalent/Local_MCP_Client

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 2 days ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • ✓License declaredUsable under a stated license.
  • ✓Tests presentA test suite exists in the repository.
  • !Dependencies pinnedNo lockfile. Installs can pull different code over time.
  • ✓No dynamic code executionSource scan found no eval, dynamic Function, or shell execution.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

Releases

0.1.00.1.0 · 23 Apr 2025Added MCP Client Basic local Ollama client w/ llama3:8b model Initial config and example MCP Servers for basic functionality

README

Local MCP Client

Local MCP Client is a cross-platform web and API interface for interacting with configurable MCP servers using natural language, powered by Ollama and any local LLM of choice, enabling structured tool execution and dynamic agent behavior.

Step 1a: Create Virtual Env & Install Requirements - MAC/Linux

curl -LsSf https://astral.sh/uv/install.sh | sh
cd Local_MCP_Client
uv init .
uv venv
source .venv/bin/activate
uv pip install -r requirements.txt

Step 1b: Create Virtual Env & Install Requirements - Windows

powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"
cd Local_MCP_Client
uv init .
uv venv
.venv\Scripts\activate
uv pip install -r requirements.txt

Step 2a: Install Ollama & Pull LLM Model - MAC

brew install ollama
ollama serve
ollama pull llama3:8b

Step 2b: Install Ollama & Pull LLM Model - Linux

curl -fsSL https://ollama.com/install.sh | sh
ollama serve
ollama pull llama3:8b

Step 2c: Install Ollama & Pull LLM Model - Windows

Download Ollama HERE

ollama serve
ollama pull llama3:8b

Step 3a: Clone MCP Servers - MAC/Linux

cd ~/Documents
git clone https://github.com/mytechnotalent/MalwareBazaar_MCP.git
git clone https://github.com/Invoke-RE/binja-lattice-mcp

Step 3b: Clone MCP Servers - Windows

cd "$HOME\Documents"
git clone https://github.com/mytechnotalent/MalwareBazaar_MCP.git
git clone https://github.com/Invoke-RE/binja-lattice-mcp

Step 4: Run Ollama

ollama serve

Step 5a: Run MCP Client - MAC/Linux

export BNJLAT = "<your-binja-api-token>"
uv run local_mcp_client.py

Step 5b: Run MCP Client - Windows

$env:BNJLAT = "<your-binja-api-token>"
uv run local_mcp_client.py

Step 6: Run Tests

python -m unittest discover -s tests

uv pip install coverage==7.8.0
coverage run --branch -m unittest discover -s tests
coverage report -m
coverage html
open htmlcov/index.html  # MAC
xdg-open htmlcov/index.html  # Linux
start htmlcov\index.html  # Windows
coverage erase

License

Apache License, Version 2.0

README fetched from the repository 2 days ago. The original is authoritative.

Questions

About Local MCP Client

How do I install Local MCP Client?

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

Is Local MCP Client safe to use with an AI agent?

Its trust score is 54 out of 100 (fair). It passes 4 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 Local MCP Client still maintained?

The last commit was 10 months ago. That's long enough that you should check whether the maintainer is responding to issues before depending on it.