presence MCP Server
sara-star-quant/presence
[](https://agentrank-ai.com/tool/sara-star-quant--presence/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Per-repo memory, outcome telemetry, and a calibrated-confidence gate for Claude Code, with MCP and AGENTS.md projections so other AI coding tools can read its context. Notes survive sessions; success claims need test evidence; your reverts are remembered. Local-only, stdlib runtime.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
sara-star-quant/presence is a Python tool licensed under Apache-2.0. Per-repo memory, outcome telemetry, and a calibrated-confidence gate for Claude Code, with MCP and AGENTS.md projections so other AI coding tools can read its context. Notes survive sessions; success claims need test evidence; your reverts are remembered. Local-only, stdlib runtime.
Ranked #21047 out of 24846 indexed tools.
Ecosystem
Score Breakdown
7 stars → early stage
Last commit 1mo ago → moderate activity
0/10 issues closed → many open issues
0 contributors → solo project
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Matched Queries
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