{"data":{"node":{"slug":"whitecircle-circle-guard-bench","name":"circle-guard-bench","tagline":"AI benchmark for evaluating LLM guard systems","github_url":"https://github.com/whitecircle/circle-guard-bench","owner":"whitecircle","repo":"circle-guard-bench","owner_avatar_url":"https://avatars.githubusercontent.com/u/197516060?v=4","primary_language":"Python","stars":75,"forks":5,"topics":["ai","benchmark","benchmarking","guardrail","guardrails","jailbreak","large-language-model","large-language-models","llm","llm-as-a-judge","llm-eval","llm-evaluation","llm-jailbreaks","llm-security","safeguard"],"archived":false,"github_pushed_at":"2026-03-07T12:39:03+00:00","maintenance_label":"Slowing","stars_delta_30d":3,"url":"https://www.graphcanon.com/tools/whitecircle-circle-guard-bench","markdown_url":"https://www.graphcanon.com/tools/whitecircle-circle-guard-bench.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/whitecircle-circle-guard-bench","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=whitecircle-circle-guard-bench"},"categories":[{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"}],"tags":[{"slug":"ai","name":"ai"},{"slug":"benchmarking","name":"benchmarking"},{"slug":"guardrail","name":"guardrail"},{"slug":"large-language-models","name":"large-language-models"},{"slug":"llm-evaluation","name":"llm-evaluation"},{"slug":"llm-security","name":"llm-security"}],"edges":[],"neighbours":[{"slug":"nvidia-nemo-guardrails","name":"Guardrails","tagline":"Open-source toolkit for adding programmable guardrails to LLM-based conversational systems","github_url":"https://github.com/NVIDIA-NeMo/Guardrails","owner":"NVIDIA-NeMo","repo":"Guardrails","owner_avatar_url":"https://avatars.githubusercontent.com/u/213689629?v=4","primary_language":"Python","stars":7101,"forks":831,"topics":["agents","generative-ai","guardrails","llm-safety","llm-security","llms","nvidia","python","safety"],"archived":false,"github_pushed_at":"2026-09-10T20:29:26+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/nvidia-nemo-guardrails","markdown_url":"https://www.graphcanon.com/tools/nvidia-nemo-guardrails.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/nvidia-nemo-guardrails","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=nvidia-nemo-guardrails","shared_categories":["evaluation-observability"]},{"slug":"meta-llama-purplellama","name":"PurpleLlama","tagline":"Set of tools to assess and improve LLM security","github_url":"https://github.com/meta-llama/PurpleLlama","owner":"meta-llama","repo":"PurpleLlama","owner_avatar_url":"https://avatars.githubusercontent.com/u/153379578?v=4","primary_language":"Python","stars":4380,"forks":769,"topics":[],"archived":false,"github_pushed_at":"2026-08-18T01:15:09+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/meta-llama-purplellama","markdown_url":"https://www.graphcanon.com/tools/meta-llama-purplellama.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/meta-llama-purplellama","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=meta-llama-purplellama","shared_categories":["evaluation-observability"]},{"slug":"protectai-llm-guard","name":"llm-guard","tagline":"The Security Toolkit for LLM Interactions","github_url":"https://github.com/protectai/llm-guard","owner":"protectai","repo":"llm-guard","owner_avatar_url":"https://avatars.githubusercontent.com/u/102992336?v=4","primary_language":"Python","stars":3204,"forks":449,"topics":["adversarial-machine-learning","chatgpt","large-language-models","llm","llm-security","llmops","prompt-engineering","prompt-injection","security-tools","transformers"],"archived":true,"github_pushed_at":"2026-07-08T23:58:40+00:00","maintenance_label":"Archived","url":"https://www.graphcanon.com/tools/protectai-llm-guard","markdown_url":"https://www.graphcanon.com/tools/protectai-llm-guard.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/protectai-llm-guard","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=protectai-llm-guard","shared_categories":["evaluation-observability"]},{"slug":"corca-ai-awesome-llm-security","name":"awesome-llm-security","tagline":"A curation of tools, documents and projects about LLM Security","github_url":"https://github.com/corca-ai/awesome-llm-security","owner":"corca-ai","repo":"awesome-llm-security","owner_avatar_url":"https://avatars.githubusercontent.com/u/72978860?v=4","primary_language":null,"stars":1692,"forks":347,"topics":["awesome","awesome-list","llm","security"],"archived":false,"github_pushed_at":"2025-08-20T01:27:47+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/corca-ai-awesome-llm-security","markdown_url":"https://www.graphcanon.com/tools/corca-ai-awesome-llm-security.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/corca-ai-awesome-llm-security","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=corca-ai-awesome-llm-security","shared_categories":["evaluation-observability"]},{"slug":"deadbits-vigil-llm","name":"vigil-llm","tagline":"Detect prompt injections and other risky inputs in LLMs","github_url":"https://github.com/deadbits/vigil-llm","owner":"deadbits","repo":"vigil-llm","owner_avatar_url":"https://avatars.githubusercontent.com/u/1332757?v=4","primary_language":"Python","stars":496,"forks":56,"topics":["adversarial-attacks","adversarial-machine-learning","large-language-models","llm-security","llmops","prompt-injection","security-tools","yara-scanner"],"archived":false,"github_pushed_at":"2024-01-31T18:43:41+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/deadbits-vigil-llm","markdown_url":"https://www.graphcanon.com/tools/deadbits-vigil-llm.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/deadbits-vigil-llm","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=deadbits-vigil-llm","shared_categories":["evaluation-observability"]},{"slug":"liu00222-open-prompt-injection","name":"Open-Prompt-Injection","tagline":"Benchmark and toolkit for prompt injection attacks and defenses in LLMs","github_url":"https://github.com/liu00222/Open-Prompt-Injection","owner":"liu00222","repo":"Open-Prompt-Injection","owner_avatar_url":"https://avatars.githubusercontent.com/u/42081599?v=4","primary_language":"Python","stars":489,"forks":78,"topics":["llm","llm-security","llms","prompt-injection","prompt-injection-tool","security-and-privacy"],"archived":false,"github_pushed_at":"2025-10-29T17:11:34+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/liu00222-open-prompt-injection","markdown_url":"https://www.graphcanon.com/tools/liu00222-open-prompt-injection.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/liu00222-open-prompt-injection","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=liu00222-open-prompt-injection","shared_categories":["evaluation-observability"]},{"slug":"llm-tuning-safety-llms-finetuning-safety","name":"LLMs-Finetuning-Safety","tagline":"Demonstrates safety risks in fine-tuning GPT-3.5 Turbo with adversarial examples","github_url":"https://github.com/LLM-Tuning-Safety/LLMs-Finetuning-Safety","owner":"LLM-Tuning-Safety","repo":"LLMs-Finetuning-Safety","owner_avatar_url":"https://avatars.githubusercontent.com/u/146881603?v=4","primary_language":"Python","stars":358,"forks":38,"topics":["alignment","llm","llm-finetuning"],"archived":false,"github_pushed_at":"2024-02-23T21:19:44+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/llm-tuning-safety-llms-finetuning-safety","markdown_url":"https://www.graphcanon.com/tools/llm-tuning-safety-llms-finetuning-safety.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/llm-tuning-safety-llms-finetuning-safety","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=llm-tuning-safety-llms-finetuning-safety","shared_categories":["evaluation-observability"]},{"slug":"libr-ai-do-not-answer","name":"do-not-answer","tagline":"A Dataset for Evaluating Safeguards in LLMs","github_url":"https://github.com/Libr-AI/do-not-answer","owner":"Libr-AI","repo":"do-not-answer","owner_avatar_url":"https://avatars.githubusercontent.com/u/133515165?v=4","primary_language":"Jupyter Notebook","stars":343,"forks":29,"topics":[],"archived":false,"github_pushed_at":"2024-06-07T14:55:51+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/libr-ai-do-not-answer","markdown_url":"https://www.graphcanon.com/tools/libr-ai-do-not-answer.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/libr-ai-do-not-answer","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=libr-ai-do-not-answer","shared_categories":["evaluation-observability"]},{"slug":"dipampaul17-agentguard","name":"AgentGuard","tagline":"Real-time guardrail that monitors token spend and manages LLM/agent loops in real time","github_url":"https://github.com/dipampaul17/AgentGuard","owner":"dipampaul17","repo":"AgentGuard","owner_avatar_url":"https://avatars.githubusercontent.com/u/40596409?v=4","primary_language":"JavaScript","stars":173,"forks":11,"topics":["ai-agents","anthropic","anthropic-claude","cost-monitoring","debugging","guardrails","llm","observability","openai","openai-api","prompt-engineering","token-usage"],"archived":false,"github_pushed_at":"2025-07-31T15:20:56+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/dipampaul17-agentguard","markdown_url":"https://www.graphcanon.com/tools/dipampaul17-agentguard.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/dipampaul17-agentguard","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=dipampaul17-agentguard","shared_categories":["evaluation-observability"]},{"slug":"zenguard-ai-fast-llm-security-guardrails","name":"fast-llm-security-guardrails","tagline":"The fastest Trust Layer for AI Agents","github_url":"https://github.com/ZenGuard-AI/fast-llm-security-guardrails","owner":"ZenGuard-AI","repo":"fast-llm-security-guardrails","owner_avatar_url":"https://avatars.githubusercontent.com/u/163059052?v=4","primary_language":"Python","stars":155,"forks":21,"topics":["agentic-ai","ai-agent","ai-agents","ai-runtime","cx-agent","llm-guard","llm-guardrails","llm-privacy","llm-security","prompt-security","security"],"archived":false,"github_pushed_at":"2026-02-03T18:31:21+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/zenguard-ai-fast-llm-security-guardrails","markdown_url":"https://www.graphcanon.com/tools/zenguard-ai-fast-llm-security-guardrails.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/zenguard-ai-fast-llm-security-guardrails","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=zenguard-ai-fast-llm-security-guardrails","shared_categories":["evaluation-observability"]},{"slug":"santanderai-autoguardrails","name":"autoguardrails","tagline":"Alignment-research scaffold for LLM guardrails involving policy evaluation and content moderation","github_url":"https://github.com/SantanderAI/autoguardrails","owner":"SantanderAI","repo":"autoguardrails","owner_avatar_url":"https://avatars.githubusercontent.com/u/284004589?v=4","primary_language":"Python","stars":130,"forks":36,"topics":["ai","ai-safety","alignment","autoresearch","benchmark","content-moderation","evaluation","guardrails","jailbreak","llm","llm-safety","machine-learning","prompt-injection","python","red-teaming","responsible-ai","santander","security"],"archived":false,"github_pushed_at":"2026-09-01T04:23:24+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/santanderai-autoguardrails","markdown_url":"https://www.graphcanon.com/tools/santanderai-autoguardrails.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/santanderai-autoguardrails","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=santanderai-autoguardrails","shared_categories":["evaluation-observability"]},{"slug":"raga-ai-hub-raga-llm-hub","name":"raga-llm-hub","tagline":"Framework for LLM evaluation, guardrails and security","github_url":"https://github.com/raga-ai-hub/raga-llm-hub","owner":"raga-ai-hub","repo":"raga-llm-hub","owner_avatar_url":"https://avatars.githubusercontent.com/u/161833182?v=4","primary_language":"Python","stars":115,"forks":14,"topics":["guardrails","llm-evaluation","llm-security","llmops"],"archived":false,"github_pushed_at":"2024-09-09T10:53:31+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/raga-ai-hub-raga-llm-hub","markdown_url":"https://www.graphcanon.com/tools/raga-ai-hub-raga-llm-hub.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/raga-ai-hub-raga-llm-hub","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=raga-ai-hub-raga-llm-hub","shared_categories":["evaluation-observability"]}]}}