altk-evolve vs filesystem

Side-by-side comparison to help you pick between these two MCP servers.

	altk-evolve by AgentToolkit	filesystem by modelcontextprotocol
Stars	★ 84	★ 85,748
30d uses	—	—
Score	46	77
Official	—	✓
Categories	AI / LLM ToolsDeveloper ToolsKnowledge Graph	File SystemDeveloper ToolsProductivity
Language	Python	TypeScript
Last commit	this month	this month

altk-evolve · Summary

Evolve provides AI agents with memory and learning capabilities through MCP server integration.

filesystem · Summary

A feature-rich MCP server for filesystem operations with dynamic directory access control.

altk-evolve · Use cases

Enhance coding assistants with learning capabilities from past interactions
Create knowledge-sharing systems for AI agents across teams
Improve reliability of AI agents on complex multi-step tasks

filesystem · Use cases

Enable AI models to read and write project files during development
Allow Claude or other MCP clients to browse and analyze codebases
Provide secure sandboxed access to specific directories for content generation

altk-evolve · Install

Installation

Prerequisites:

Python 3.12 or higher
uv (recommended) or pip

From Source:

git clone https://github.com/agenttoolkit/altk-evolve.git
cd altk-evolve
uv venv --python=3.12 && source .venv/bin/activate
uv sync
# Build the UI
cd frontend/ui
npm ci && npm run build
cd ../..

From PyPI:

pip install altk-evolve

Configuration

For direct OpenAI usage:

export OPENAI_API_KEY=sk-...

Running Services

Start the Web UI and MCP server:

uv run evolve-mcp

The Web UI can be accessed from: http://127.0.0.1:8000/ui/

Claude Desktop Integration

Add to Claude Desktop configuration:

{
  "mcpServers": {
    "evolve": {
      "command": "uv",
      "args": ["run", "evolve-mcp"]
    }
  }
}

filesystem · Install

Installation

Using NPX

{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "/path/to/allowed/directory"
      ]
    }
  }
}

Using Docker

{
  "mcpServers": {
    "filesystem": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "--mount", "type=bind,src=/path/to/allowed/dir,dst=/projects/allowed/dir",
        "mcp/filesystem",
        "/projects"
      ]
    }
  }
}

VS Code Extension

Click the installation buttons in the README to install directly in VS Code.

Comparison generated from public README + GitHub signals. Last updated automatically.