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mads MCP Server

sayandeep-coder/mads

Score: 55.1 Rank #8577 MCP Server
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Personal AI Operating System. A production-grade CLI assistant with autonomous tool calling, Google Workspace, GitHub, Spotify, Document Intelligence, Memory, MCP integration, intelligent planning, local-first architecture, secure OAuth, and modular ToolProviders for engineering, research, automation, and daily productivity.

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Overview

sayandeep-coder/mads is a Python tool licensed under Apache-2.0. Personal AI Operating System. A production-grade CLI assistant with autonomous tool calling, Google Workspace, GitHub, Spotify, Document Intelligence, Memory, MCP integration, intelligent planning, local-first architecture, secure OAuth, and modular ToolProviders for engineering, research, automation, and daily productivity.

Ranked #8577 out of 24840 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python Apache-2.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 1d ago

Last commit 1d ago → 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 Apache-2.0

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

How to Improve

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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AgentRank score for sayandeep-coder/mads
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Matched Queries

topic:model-context-protocol

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