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papez MCP Server

Astrix-Labs/papez

Score: 55.3 Rank #1616 MCP Server
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Open-source causal graph memory for AI agents. 85.55 on LoCoMo under a frozen, reproducible protocol. MCP server with ACT-R scoring, spreading activation, and active forgetting.

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Overview

Astrix-Labs/papez is a Python MCP server licensed under AGPL-3.0. Open-source causal graph memory for AI agents. 85.55 on LoCoMo under a frozen, reproducible protocol. MCP server with ACT-R scoring, spreading activation, and active forgetting.

Ranked #1616 out of 24850 indexed tools.

In the top 7% of all indexed tools.

Ecosystem

Python AGPL-3.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 28

28 stars → early stage

Freshness 25% 17d ago

Last commit 17d ago → recently updated

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 5
Description Detailed
License AGPL-3.0

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 Astrix-Labs/papez
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Matched Queries

"mcp server""mcp-server"

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