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#prompt-injection (26 Repositories)

Ranked open-source repositories tagged with #prompt-injection, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

49.3%

Avg Review Latency

40.5h

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26 repositories tagged #prompt-injection

S TierRust 761 11 GFIs

h5i-dev/h5i

An agent-native web security workspace. Find vulnerabilities through red-teaming. Formally verify properties of Rust codes in Lean 4.

90.6%
Merge Rate
3d
First Review
78%
1st-Timers
6
Maintainers
S TierPython 416 25 GFIs

PrismorSec/prismor

Self-hosted runtime control plane for AI agents. Observe or HITL approve or Block rogue tool calls before it executes: secret leaks, prompt injection, supply chain etc in a local dashboard. Agent agnostic (Claude, codex, langchain etc.)

76.5%
Merge Rate
-
First Review
67%
1st-Timers
12
Maintainers
A TierGo 111

openclaw/clawscan

Composable security scanning harness for agent skills

77.8%
Merge Rate
<1h
First Review
100%
1st-Timers
5
Maintainers
A TierPython 185 2 GFIs

OWASP/www-project-agent-memory-guard

OWASP Foundation web repository

61.5%
Merge Rate
-
First Review
50%
1st-Timers
7
Maintainers
A TierRust 113

mathematic-inc/earl

Secure CLI proxy for AI agents — HCL-defined operation templates with OS keychain secrets, MCP integration, and prompt injection protection

64.0%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
A TierPython 20.1k

NVIDIA/SkillSpector

Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills before you install them.

58.1%
Merge Rate
-
First Review
53%
1st-Timers
64
Maintainers
A TierPython 2.0k

uber/ADR

ADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Deployed at Uber.

37.9%
Merge Rate
-
First Review
57%
1st-Timers
8
Maintainers
A TierTypeScript 126

StackOneHQ/defender

Open source prompt injection protection for Agents calling tools (via MCP, CLI or direct function calling). Detect and defend against prompt injection attacks. 22MB, CPU-only, < 10ms latency.

72.7%
Merge Rate
-
First Review
67%
1st-Timers
3
Maintainers
B TierTypeScript 6.7k

superagent-ai/superagent

Superagent protects your AI applications against prompt injections, data leaks, and harmful outputs. Embed safety directly into your app and prove compliance to your customers.

60.0%
Merge Rate
<1h
First Review
100%
1st-Timers
4
Maintainers
A TierTypeScript 220

node9-ai/node9-proxy

Access control for AI agents. Set what Claude Code, Codex, Gemini, Cursor and any MCP server are allowed to do, review risky actions before they run, and keep every action on the record.

86.8%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierPython 109

DmitrL-dev/AISecurity

AI Security Platform: Defense (61 Rust engines + Micro-Model Swarm) + Offense (39K+ payloads)

100.0%
Merge Rate
12h
First Review
100%
1st-Timers
0
Maintainers
A TierPython 872 3 GFIs

toby-bridges/api-relay-audit

Local security audit for AI API relays and LLM proxies: detects prompt injection, model substitution, tool-call rewriting, SSE anomalies, error leakage, and Web3 wallet risks.

60.0%
Merge Rate
18h
First Review
100%
1st-Timers
1
Maintainers
B TierPython 272 4 GFIs

guardana/guardana

Open-source AI security verification for model artifacts, live endpoints, MCP servers, and recorded agent traces. Reproducible evidence for release decisions.

11.1%
Merge Rate
-
First Review
0%
1st-Timers
3
Maintainers
B TierJavaScript 120

sinewaveai/agent-security-scanner-mcp

Security scanner MCP server for AI coding agents. Prompt injection firewall, package hallucination detection (4.3M+ packages), 1000+ vulnerability rules with AST & taint analysis, auto-fix.

95.0%
Merge Rate
9d
First Review
100%
1st-Timers
0
Maintainers
B TierPython 489

liu00222/Open-Prompt-Injection

This repository provides a benchmark for prompt injection attacks and defenses in LLMs

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierTypeScript 410 2 GFIs

Agent-Threat-Rule/agent-threat-rules

Open detection-rule standard for AI agent security threats — like Sigma, but for AI agents. Executable, testable rules for prompt injection, tool poisoning, context exfiltration and MCP attacks. Merged into open-source projects at Microsoft, Cisco, Gen Digital, MISP and FINOS. MIT-licensed.

67.5%
Merge Rate
5d
First Review
0%
1st-Timers
2
Maintainers
B TierPython 146

CyberStrategyInstitute/ai-safe2-framework

The Universal Governance, Risk, Compliance (GRC) Operating System with Integrated Security for Agentic AI, Non-Human Identities, and Swarm Governance. AI SAFE² + AI Sovereignty Maturity Model (AISM), NEXUS-A2A Protocol, FORGE-Act (e.g. Marshal Plan for AI) [Dual License: MIT + CC-BY-SA]

33.3%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierPython 101

AISecurityConsortium/AIGoat

AIGoat - Open-source AI security playground for LLM red teaming. AI Goat provides hands-on labs covering the full OWASP LLM Top 10 with progressive defenses.

50.0%
Merge Rate
10d
First Review
0%
1st-Timers
1
Maintainers
B TierPython 488

AgentSafeLabs/safelabs-eval

Red-teaming and evaluation framework for AI agents, built around an OWASP-inspired ASI01–ASI10 taxonomy

12.5%
Merge Rate
14d
First Review
0%
1st-Timers
0
Maintainers
C TierPython 316 6 GFIs

CyberSunil/LLMVault

An intentionally vulnerable OWASP LLM Top 10 training platform for AI Security, Prompt Injection, RAG Security, Agent Security, and GenAI penetration testing.

66.7%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
C TierPython 345

getagentseal/agentseal

Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test prompt injection resistance, and audit live MCP servers for tool poisoning.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 117 3 GFIs

samarailly51-pixel/claimpilot-harness

Crash-test insurance claim AI agents before production.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 498

deadbits/vigil-llm

⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 136

Tcotl/AgentCapture

A new-generation counter-offensive honeypot that turns the tables on AI-powered pentest agents: plants decoy API keys into real services via a reverse proxy and uses reverse prompt injection to bring mainstream agents under counter-control.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 161

humanbound/humanbound

Open-source adversarial testing engine, SDK, and CLI for AI agents. Runs locally or against the Humanbound Platform.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJUJupyter Notebook 998

whylabs/langkit

🔍 LangKit: An open-source toolkit for monitoring Large Language Models (LLMs). 📚 Extracts signals from prompts & responses, ensuring safety & security. 🛡️ Features include text quality, relevance metrics, & sentiment analysis. 📊 A comprehensive tool for LLM observability. 👀

0.0%
Merge Rate
2d
First Review
0%
1st-Timers
0
Maintainers
Best Prompt-injection Open Source Repositories & C-Rank™ | GetMerged