Save up to 80% tokens when AI reads code via AST-aware structural reading
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Token Pilot MCP Server is an MCP server that save up to 80% tokens when AI reads code via AST-aware structural reading. Its tool list has not been published yet over stdio and sse, requires no API key, and scores 79/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients - only the file and path differ.
{
"mcpServers": {
"token-pilot": {
"args": [
"-y",
"token-pilot"
],
"command": "npx"
},
"context-mode": {
"args": [
"-y",
"claude-context-mode"
],
"command": "npx"
}
}
}Are you the author?
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Save up to 80% tokens when AI reads code via AST-aware structural reading
Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.
npx -y 'token-pilot' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
Five weighted categories - click any category to see the underlying evidence.
No known CVEs.
Checked token-pilot against OSV.dev.
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