Semantic Frame

v0.2.1Developer Toolsstable

Token-efficient semantic compression for numerical data. 95%+ token reduction.

io-github-anarkitty1-semantic-framemcpai-integration
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What is Semantic Frame?

Semantic Frame is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to token-efficient semantic compression for numerical data. 95%+ token reduction.

Token-efficient semantic compression for numerical data. 95%+ token reduction.

This server falls under the Developer Tools and Data Science & ML categories on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • Token-efficient semantic compression for numerical data. 95%

Use Cases

Compress numerical data with 95%+ token reduction using semantic encoding.
Community

Maintainer

LicenseMIT
Languagepython
Versionv0.2.1
UpdatedDec 12, 2025
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

PIP

pip install semantic-frame

Manual Installation

pip install semantic-frame

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about Semantic Frame

What is Semantic Frame?

Semantic Frame is a Model Context Protocol (MCP) server that token-efficient semantic compression for numerical data. 95%+ token reduction. It connects AI assistants to external tools and data sources through a standardized interface.

How do I install Semantic Frame?

Install via pip with: pip install semantic-frame. Then configure your AI client to connect to this MCP server.

Which AI clients work with Semantic Frame?

Semantic Frame works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is Semantic Frame free to use?

Yes, Semantic Frame is open source and available under the MIT license. You can use it freely in both personal and commercial projects.

Browse More Developer Tools MCP Servers

Explore all developer tools servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "io-github-anarkitty1-semantic-frame": { "command": "pip", "args": ["install", "semantic-frame"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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