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www-project-agent-memory-guard MCP Server

OWASP/www-project-agent-memory-guard

Score: 75.0 Rank #3122 Search & RAG
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OWASP Foundation web repository

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Overview

OWASP/www-project-agent-memory-guard is a Python tool licensed under Apache-2.0. OWASP Foundation web repository Topics: ai-agents, langchain, llm-security, memory-poisoning, owasp, prompt-injection, python, ai-safety, autogen, crewai, security, agentic-ai, llm-agents, mem0, openai-agents, rag-security, agent-memory, ai-security, mcp, mcp-server.

Ranked #3122 out of 24846 indexed tools.

Has 19 contributors.

Ecosystem

Python Apache-2.0
ai-agentslangchainllm-securitymemory-poisoningowaspprompt-injectionpythonai-safetyautogencrewaisecurityagentic-aillm-agentsmem0openai-agentsrag-securityagent-memoryai-securitymcpmcp-server

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 185

185 stars → growing community

Freshness 25% 29d ago

Last commit 29d ago → recently updated

Issue Health 25% 45%

15/33 issues closed → many open issues

Contributors 10% 19

19 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 55
Description Brief
License Apache-2.0

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

How to Improve

Description low impact

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Issue Health high impact

You have 18 open vs 15 closed issues — triaging stale issues improves health

Dependents medium impact

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

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Matched Queries

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From the README

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# OWASP Agent Memory Guard

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### 📦 16,153 PyPI downloads · 14,853 repository clones

   

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  🏆 <strong>Officially recognized as an OWASP Incubator Project</strong>
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  <strong>Stop AI agents from being weaponized through their own memory.</strong><br/>
  Runtime defense that catches memory poisoning — even after a context reset.
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> **Created and led by [Vaishnavi Gudur](https://www.linkedin.com/in/vaishnavi-gudur)**, with co-leader **Anshul Rajkumar** — OWASP Agent Memory Guard.
> Official OWASP Foundation project addressing **ASI06 (Memory & Context Poisoning)**.

> **⭐ If you find this project useful for securing your AI agents, please consider giving it a star on GitHub! It helps others discover the project.**

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  <a href="https://colab.research.google.com/github/OWASP/www
Read full README on GitHub →

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