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token-pilot MCP Server

Digital-Threads/token-pilot

Score: 52.0 Rank #4102 MCP Server
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Save 60-80% tokens when AI reads code — MCP server for token-efficient code navigation with AST-aware structural reading

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Overview

Digital-Threads/token-pilot is a TypeScript MCP server. Save 60-80% tokens when AI reads code — MCP server for token-efficient code navigation with AST-aware structural reading

Ranked #4102 out of 24850 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

TypeScript No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 5

5 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 2
Description Good
License None

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

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AgentRank score for Digital-Threads/token-pilot
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Matched Queries

"mcp server""mcp-server"

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