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Prompt Injection Vulnerability Tester
Paste your production system prompt. We run a battery of known prompt-injection and jailbreak attacks and report which ones leak instructions or change behavior.
Protect your AI workflows with Principle of Least Privilege.
AgentSwarms lets you scope tools, redact PII, and enforce output guardrails at the node level — defense in depth, not just a clever prompt.
Build secure agentsExplore the other free AI tools
Data & Context
URL to LLM-Ready Markdown Converter
Strip a webpage to clean Markdown for AI context.
Data & Context
RAG Document Chunking Visualizer
See how text splits for vector search before you embed it.
Prompting & Guardrails
LLM-as-a-Judge Prompt Builder
Generate a strict evaluator prompt for grading AI output.
Prompting & Guardrails
Text-to-JSON Schema Prompt Enforcer
Force any LLM to return valid JSON matching your schema.
Prompting & Guardrails
AI Intent Router Logic Tester
Route user messages to the right specialist agent.
Architecture & Cost
Multi-Agent Token Cost Calculator
Estimate your monthly LLM bill before you ship.
Architecture & Cost
AI Swarm Architecture Visualizer
Describe a goal — get a runnable Mermaid flowchart.
Security & Local
CSV-to-SQL Generator (Browser-Local)
Chat with a CSV — generate SQL and run it without uploading.
Security & Local
PII Redaction Prompt Generator
Strip names, emails, SSNs before sending text to any AI.
Prompting & Guardrails
LLM Tool-Calling JSON Schema Generator
Turn a Python function or API spec into strict function-calling JSON.
Data & Context
GraphRAG Knowledge Triplet Extractor
Turn paragraphs into a knowledge graph of entity → relationship → entity.
Data & Context
Synthetic RAG Evaluation Dataset Generator
Auto-generate Q&A pairs to evaluate your RAG pipeline.
Prompting & Guardrails
ReAct Agent Prompt Builder
Wrap your goal in a battle-tested Thought → Action → Observation loop.
Data & Context
Semantic Chunking Visualizer
See where sentences actually belong — not just every N tokens.