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reason_trace MCP Server

abhinandang90/reason_trace

Score: 51.4 Rank #3366 Agent Framework
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Local-first reasoning drift detection for AI agents, served as an MCP server. reasontrace automatically baselines agent behavior and detects shifts in tool use, semantic style, and complexity—all locally on your machine. Compatible with Claude Code, Cursor, and the Anthropic SDK.

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Overview

abhinandang90/reason_trace is a Python MCP server. Local-first reasoning drift detection for AI agents, served as an MCP server. reasontrace automatically baselines agent behavior and detects shifts in tool use, semantic style, and complexity—all locally on your machine. Compatible with Claude Code, Cursor, and the Anthropic SDK.

Ranked #3366 out of 29470 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 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 0
Description Detailed
License None

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

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

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Matched Queries

"mcp server""mcp-server"

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