io.github.Anarkitty1/semantic-frame is an MCP server that token-efficient semantic compression for numerical data. 95%+ token reduction. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 48/100 on MCPpedia's security, maintenance and efficiency rubric.
Step 1
Install in your client
Config is the same across clients - only the file and path differ.
CD
Supported in Claude Desktopstdio, sse, http · Node 18+
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"semantic-frame": {
"args": [
"--from",
"semantic-frame[mcp]",
"semantic-frame-mcp"
],
"command": "uvx"
}
}
}Are you the author?
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[](https://mcppedia.org/s/io-github-anarkitty1-semantic-frame)
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What io.github.Anarkitty1/semantic-frame does
Token-efficient semantic compression for numerical data. 95%+ token reduction.
Test This Server
Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.
uvx 'semantic-frame' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
Scored, not listed
Why this score
Five weighted categories - click any category to see the underlying evidence.
Score breakdown
48/100across 5 weighted dimensions
0255075100
22
14
10
−52
Security
Maintenance
Efficiency
Documentation
Compatibility
Categoriesclick a row to see evidence
Security
OSV.devNo known CVEs.
Checked semantic-frame against OSV.dev.
Community
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Frequently Asked Questions
- Is io.github.Anarkitty1/semantic-frame safe to use?
- io.github.Anarkitty1/semantic-frame has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment. Licensed under MIT.
- How do I install io.github.Anarkitty1/semantic-frame?
- io.github.Anarkitty1/semantic-frame supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
- What AI clients work with io.github.Anarkitty1/semantic-frame?
- io.github.Anarkitty1/semantic-frame is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
- Is io.github.Anarkitty1/semantic-frame actively maintained?
- io.github.Anarkitty1/semantic-frame is less actively maintained - last commit was 295 days ago. It has 1 GitHub stars.
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Community
Discussion
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