Best 20 Tools for Security Engineers (2026)

Tines is a platform that lets teams build AI agents, apps, and automations across sensitive systems and data with security controls. It provides IT and security teams with visibility and governance over AI-created work while allowing other teams to build independently. The platform works across different tech stacks and infrastructure, vendor-agnostic and trusted by enterprise organizations.

• 01Monitor and govern AI deployments across teams.
• 02Identify and suggest fixes for anomalies in workflows.
• 03Build workflows for alert intake, triage, and remediation.
• 04Create intelligent dashboards and request managers.

See the Tines website for current pricing.

Tines is a platform that lets teams build AI agents, apps, and automations across sensitive systems and data with security controls. Notion Developer Platform centers on letting teams build with CLI, Workers, and agents in one shared workspace, while Tines emphasizes visibility a…

Tines matched our security engineers filters in its name or short description (Developer Tools / Artificial Intelligence). Use it alongside consistent execution to compound results.

Swytchcode is a runtime that enables AI agents to reliably call legacy APIs and SaaS services in production. It provides agents with implementation knowledge that vendors never documented, then governs every action the agent runs. It solves the problem that legacy APIs were not designed to work with AI agents.

• 01Validate API calls against schemas before execution
• 02Handle authentication, retries, and idempotency automatically
• 03Enforce policies and approval workflows on API actions
• 04Provide audit logs of all API calls and outcomes
• 05Execute CLI commands with validation overhead under 50ms

Free plan with 10,000 monthly commands. Pro is $29/month or $290/year. Business is $149/month or $1,490/year. Enterprise offers custom deployment.

Swytchcode is a runtime that enables AI agents to reliably call legacy APIs and SaaS services in production. Unlike Augment Code, which automates software development workflows such as code review and ticketing, Swytchcode governs API actions with policies, approval workflows, an…

Swytchcode matched our security engineers filters in its name or short description (API / Developer Tools). Use it alongside consistent execution to compound results.

Kastra is the runtime authorization layer for AI agents. It decides what agents can and cannot do before actions execute, enforcing policies with sub-1 ms latency across tools, prompts, inputs, and outputs. Use one control plane to govern agents and policies across Claude Code, Cursor, Codex, OpenClaw, the Anthropic SDK, the OpenAI SDK, and more. Prevent unauthorized tool use, prompt injection, and exposure of sensitive data before they become incidents. Trust the rules, not the agents.

• 01Evaluate policies and return allow, deny, redact, or hold decisions
• 02Authorize prompts, tool calls, shell commands, and API requests
• 03Create cryptographically chained audit trails of all decisions
• 04Govern Claude Code, Cursor, Codex, and other AI tools
• 05Connect via HTTP API, Edge installation, or MCP client

Pro, Team, and Enterprise plans available. 15-day Pro trial requires no credit card.

Kastra is the runtime authorization layer for AI agents, deciding what they can do before actions execute. Unlike AI-FW, which sits between AI agents and LLM backends to govern traffic, Kastra authorizes prompts, tool calls, shell commands, and API requests.

Kastra matched our security engineers filters in its name or short description (Developer Tools / Artificial Intelligence). Use it alongside consistent execution to compound results.

It helps enterprises deploy AI systems in regulated environments by enforcing governance, compliance, and safety directly into the execution layer. GraphBit is trusted by global organizations like Grant Thornton for secure, governed deployment of agentic AI in production.

• 01Enforce policies and guardrails centrally without changing application code.
• 02Swap between multiple LLM and model providers without breaking workflows.
• 03Connect AI to APIs, databases, and workflows with validated action execution.
• 04Capture immutable execution logs for full auditability and root-cause analysis.
• 05Control task flow and execution order with deterministic workflows.

See the GraphBit website for current pricing.

GraphBit focuses on enforcing governance, compliance, and safety in the execution layer for AI systems in regulated environments, while Iron Gorilla centers on trust scores that move agents from supervised work to independent operation.

GraphBit matched our security engineers filters in its name or short description (Productivity / Developer Tools). Use it alongside consistent execution to compound results.

Omni is the AI engineer that takes your agents from a laptop to the cloud. Today, your best AI workflows still live in Claude on your machine - stopping when the lid closes, running for no one but you. Describe what you want, or bring what you've built, and Omni wires the tools and skills, tests on mock data, and hands you a running cloud agent: scheduled, long-running, shareable with your team. It keeps agents healthy too - improves system prompts, compares models, debugs and fixes failed runs.

• 01Deploy AI agents from local environment to cloud infrastructure
• 02Configure tools and skills for AI workflows automatically
• 03Test agents on mock data before deployment
• 04Schedule and run long-running agents in the cloud
• 05Monitor and fix agent failures and system issues

Omni by xpander is a paid product. See the website for current pricing.

Omni by xpander moves agents you build on a laptop to scheduled cloud runs that teams can share, while Agyn runs agents across the whole organization in isolated sandboxes.

Omni by xpander matched our security engineers filters in its name or short description (AI Infrastructure Tools / AI Workflow Automation). Use it alongside consistent execution to compound results.

The Mintlify editor is WYSIWYG, live-collaborative, git synced, and AI-native — so every teammate can contribute, from engineers pushing from the CLI to marketers editing in the browser to agents updating docs automatically.

• 01Update documentation automatically
• 02Control access with authentication and permissions
• 03Integrate with external systems and services
• 04Provide AI-powered assistant and agent capabilities

Free Starter plan available with no credit card required. Pro plan costs $450/month for startups and growing teams. Enterprise plan available with custom pricing.

Mintlify's editor is WYSIWYG, live-collaborative, and git synced, while Layven is described as a collaborative file system where AI agents and team members edit shared files with version history. Mintlify is positioned for startups building AI-native products that need agent-read…

Mintlify matched our security engineers filters in its name or short description (Notes / Text Editors). Use it alongside consistent execution to compound results.

Every team has a backlog full of tasks that never make it into a sprint. Ovren puts AI frontend and backend engineers on it - they work inside your real codebase, execute scoped tasks, and deliver reviewable code updates. You stay in control. Nothing ships without your approval.

• 01Write code for tasks described in any language
• 02Generate live previews of frontend changes before shipping
• 03Deliver changes as pull requests for team review
• 04Execute on existing product without restructuring

One-time payment of $29 covers up to 50 changes.

Ovren is aimed at teams with backlog tasks, using AI frontend and backend engineers that work in a real codebase and deliver reviewable code updates. Revolte's listing also covers deployment and production operations, while Ovren's text centers on scoped tasks, and nothing ships…

Ovren matched our security engineers filters in its name or short description (Productivity / Developer Tools). Use it alongside consistent execution to compound results.

Rezonant helps product teams turn messy ideas into code-ready specs, tickets, and engineering tasks. Collaborate with PMs, engineers, designers, and AI agents in one shared workspace. Ground decisions in your actual codebase, keep everyone aligned on the same version, and create work that humans and coding agents can confidently ship.

• 01Organize product context across tools into a self-updating wiki
• 02Automate product work like prototypes, specs, and pull requests
• 03Connect to existing tools without manual data entry
• 04Guide coding agents with shared product context and strategy
• 05Approve decisions and maintain control through Slack workflows

See the Rezonant website for current pricing.

Rezonant helps product teams turn messy ideas into code-ready specs, tickets, and engineering tasks. Vokal also provides a shared workspace where humans and agents work as teammates, while Rezonant centers on turning messy ideas into code-ready specs. easyspecs.ai documents undoc…

Rezonant matched our security engineers filters in its name or short description (Productivity / Task Management). Use it alongside consistent execution to compound results.

Supernova connects your startup’s live data to Claude and Codex, so anyone can ask questions, investigate performance, and run complex analysis in the AI tools they already use. Connect Stripe, HubSpot, PostgreSQL, and 30+ other apps, then analyze revenue, pipeline, customers, usage, and operations without waiting on engineers or moving everything into a traditional BI stack.

• 01Sync data from 30+ sources including Stripe, HubSpot, and Postgres
• 02Query data using TypeScript-like SQL with schema awareness and type-checking
• 03Store data in encrypted Iceberg lake with version history
• 04Use AI to create models and dashboards from natural language questions

Usage-based pricing with no per-seat or per-feature costs. Self-serve plan available; AI Data Team plan starts at $10,000/month with $2,000 included usage.

Supernova lets people query a startup's live business data through Claude, while Claremo focuses on automating bookkeeping and finance operations for founders.

Supernova matched our security engineers filters in its name or short description (Startup financial planning / Business intelligence software). Use it alongside consistent execution to compound results.

Adam is an AI CAD copilot that works inside Onshape and Autodesk Fusion, helping mechanical engineers edit parts with prompts. It helps hardware teams, mechanical engineers, and prototype builders access AI CAD assistance without leaving their design environment.

• 01Edit CAD parts by writing prompts instead of manual clicks
• 02Use selected geometry as context for new feature creation
• 03Merge duplicate features to optimize the feature tree
• 04Convert ad-hoc models by setting parametric variables throughout the design

Free plan available. Paid plans include Pro and Max for personal users, plus Team and Enterprise plans for organizations.

Unlike zCAD AI, which generates new parametric models from a plain-language description, Adam CAD Copilot works inside Onshape and Autodesk Fusion to edit existing parts through prompts.

Adam CAD Copilot matched our security engineers filters in its name or short description (Design Tools / Productivity). Use it alongside consistent execution to compound results.

/ultraplan offloads implementation planning from your terminal to a cloud session, where you can annotate, revise, and approve the plan before execution. For engineers using Claude Code.

• 01Offload implementation planning to cloud-based sessions
• 02Review codebase plans before execution begins
• 03Annotate and revise proposed implementations
• 04Approve changes from terminal workflow
• 05Collaborate on code planning decisions

See the Claude Code ultraplan website for current pricing.

Claude Code ultraplan offloads implementation planning from the terminal to a cloud session for review, while Sonn is described as a local-first layer that keeps code and memory on the developer's machine.

Claude Code ultraplan matched our security engineers filters in its name or short description (Productivity / Developer Tools). Use it alongside consistent execution to compound results.

Revolte is for engineering teams to turn intent into production-ready software faster, safer, and with more control. Its agents plan changes, generate code, run quality and security checks, create PRs, support deployment, monitor runtime behavior, and surface risks early. Engineers approve the important decisions. Revolte handles the delivery heavy lifting. Built for higher delivery throughput across SDLC, stronger governance, and more value shipped per engineer.

• 01Generate code from specifications automatically
• 02Run quality assurance testing that scales with code
• 03Detect and authorize production anomalies and fixes
• 04Execute development, testing, deployment, and operations end to end
• 05Keep engineers in control with human-in-the-loop approval

Free plan with 20 credits for hobbyists. Starter at $20/month with 50 credits. Growth at $199/month with 500 credits. Enterprise with custom pricing.

Interactive Sessions by Revolte matched our security engineers filters in its name or short description (Engineering & Development / AI Workflow Automation). Use it alongside consistent execution to compound results.

traceAI is OTel-native LLM tracing that actually works with your existing observability stack. ✓ Captures prompts, completions, tokens, retrievals, agent decisions ✓ Follows GenAI semantic conventions correctly ✓ Routes to any OTel backend—Datadog, Grafana, Jaeger, anywhere ✓ Python, TypeScript, Java, C# with full parity ✓ 35+ frameworks: OpenAI, Anthropic, LangChain, CrewAI, DSPy, and more ✓ Two lines of code to instrument your entire app No new vendor. No new dashboard. Open source (MIT).

• 01Test agents at scale with simulations and scenarios
• 02Build and iterate on agents with datasets and experiments
• 03Identify and evaluate agent issues with error feeds
• 04Improve agent performance using optimization data
• 05Monitor agents with real-time tracing and dashboards

Free plan available with generous monthly tiers. Usage-based pricing after free tier: storage from $2/GB, AI credits from $10/1K, gateway from $5/100K requests.

Future AGI provides OTel-native LLM tracing that works with an existing observability stack, while Spanlens requires swapping a client's baseURL to its proxy. Future AGI also includes agent simulations and datasets for testing, whereas Progress AI Observability focuses on tracing…

Future AGI matched our security engineers filters in its name or short description (Open Source / Developer Tools). Use it alongside consistent execution to compound results.

Every challenge is a live and open-source AI agent guarding a secret - with its system prompt published for you to read. Talk it past its own defenses. Land the most approved breaks in a week and win $100K+ in rewards. Free to play, no account needed. New challenge every Monday.

• 01Find security vulnerabilities in customer-facing AI
• 02Run adversarial verification tests against AI agents
• 03Test AI agent defenses with live challenges

Free to play with no account required. Rewards up to $100K+ available for successful security challenges.

Fabraix offers live challenges in which participants try to get an AI agent past its defenses to reveal a guarded secret. Compared with ranwhat, which provides an audit trail of what AI coding agents ran, Fabraix focuses on adversarial testing of AI agent defenses.

Fabraix matched our security engineers filters in its name or short description (Artificial Intelligence / GitHub). Use it alongside consistent execution to compound results.

Golf is a control platform for AI agents and MCP connections that provides visibility, policy enforcement, and audit trails across AI tools in an organization. It helps security and compliance teams discover shadow AI infrastructure and enforce governance without controlling the underlying LLM or changing how teams work.

• 01Discover every AI agent and MCP connection in your environment
• 02Enforce granular policies per tool, team, and data source in real-time
• 03Track 90-day audit trail of prompts, actions, and data access
• 04Monitor AI tools and MCP connections for usage and data access
• 05Export pre-mapped compliance evidence in minutes

Golf is a paid product. See the website for current pricing.

Golf is a control platform for AI agents and MCP connections that provides visibility, policy enforcement, and audit trails across AI tools in an organization. Unlike AI-FW, which sits between AI agents and LLM backends, Golf provides visibility and policy enforcement across AI t…

Golf matched our security engineers filters in its name or short description (Artificial Intelligence / Security). Use it alongside consistent execution to compound results.

Ask Ellie is the AI chat agent that brings all your engineering context into Slack. Ask about code changes, PR status, sprint velocity, production issues, or analytics and get instant answers pulled from your actual tools. Create tickets, debug incidents, check what shipped, or find out who's blocking what, all without leaving chat. Connect GitHub, Jira, Linear, Sentry, PostHog, and more. No more dashboard hopping Just answers.

• 01Answer engineering questions from connected code, releases, incidents, and product signals
• 02Inspect connected systems and return source-backed facts with evidence
• 03Create or update tickets and assign owners with reasoning attached
• 04Send scheduled updates to Slack channels or direct messages
• 05Link product signals back to engineering changes and code decisions

Ask Ellie offers a free plan plus paid tiers. See the website for current pricing.

Ask Ellie matched our security engineers filters in its name or short description (Slack / Software Engineering). Use it alongside consistent execution to compound results.

Keychains.dev is a secure credential proxy for AI agents. Use "keychains curl" as a drop-in for curl — just replace hard-coded credentials with template variables like {{GITHUB_TOKEN}}. Keychains injects real credentials server-side. Your agent never sees raw secrets — immune to prompt injection by design. Users approve each permission with one click and can revoke access anytime. Full audit trail. Works with 11,000+ API providers (OAuth, API keys, basic auth).

• 01Inject credentials server-side into API calls
• 02Authenticate machines using SSH keypairs
• 03Revoke agent access instantly from dashboard
• 04Display full audit trail of permissions
• 05Support OAuth, API keys, and basic auth

See the keychains.dev website for current pricing.

Keychains.dev is a secure credential proxy for AI agents, while Parrot shares code snippets, notes, and encrypted API keys through team links.

keychains.dev matched our security engineers filters in its name or short description (Developer Tools / Artificial Intelligence). Use it alongside consistent execution to compound results.

Raindrop Workshop is the first local debugger for agents. It's free, local, and open source. Your local agent traces stream, token-by-token, instantly. Another Agent like Claude Code can read them over MCP. Then Claude can write evals, replay traces, fix bugs... and do it all over again. This is the Self-Healing Agent loop. And it’s only possible on Raindrop. Check it out and star on Github here: https://github.com/raindrop-ai/workshop

• 01Trace every run, tool call, and decision
• 02Detect and auto-fix silent failures in production
• 03Simulate agent behavior before shipping to production
• 04Investigate and triage issues in Slack and web
• 05Debug agents locally with inspection and replay

Free plan available with no credit card required.

Raindrop Workshop is a local debugger for agents that is free and open source, and it traces runs, tool calls, and decisions. Airuncode is a local-first agent runtime for software work, while Raindrop centers on inspecting and replaying agent behavior on your own machine. AgentsK…

Raindrop matched our security engineers filters in its name or short description (Open Source / Developer Tools). Use it alongside consistent execution to compound results.

Your Axari AI twin understands your security world, works across your tools and teams, and keeps work moving until it is actually done. Assign it a goal, let it work proactively, or give it recurring responsibilities – all from within Slack or MS Teams. Attackers aren't going to use less AI, neither should you. You + your AI twin = indefatigable.

• 01Investigate security findings and pull context from tools
• 02Coordinate work across tools and teams
• 03Follow up on tasks and verify completion
• 04Automate critical exposure tracking until resolved
• 05Build workflows in plain English from Slack

Free trial with 50,000 credits for 7 days, no card required. Credit-based plans starting at $0.001 per credit, with Solo, Team, Scale, and Enterprise options. Yearly billing offers 2 months free.

Tines is described as a vendor-agnostic platform for building and monitoring workflows across tools, while Axari emphasizes following tasks through until they are complete.

Axari matched our security engineers filters in its name or short description (Security software / AI Chief Of Staff). Use it alongside consistent execution to compound results.

Prized is a cloud-based development box that syncs files with your laptop and mirrors ports to localhost. It helps developers and AI agents work continuously without interruption, even when their local machine closes. Sessions persist across devices, so you can reconnect from anywhere and resume where you left off.

• 01Sync files bidirectionally between box and laptop in 100ms
• 02Mirror server ports to localhost automatically
• 03Pause boxes when idle to reduce costs
• 04Snapshot and restore entire disk before risky changes
• 05Resize boxes with more CPU or disk without losing files

Plans start at $10 per month and go up to $1,000, with monthly credit that rolls over up to 2 months. Boxes bill hourly against the credit, with paused boxes only billing for disk storage. New users get $30 free credit to start.

Prized is a cloud-based development box that syncs files with your laptop and keeps sessions running even when the local machine closes. Solid's agents pick and set up their own real machines for complex work, while Prized is aimed at developers who want to maintain persistent de…

Prized matched our security engineers filters in its name or short description (No-Code App Builder). Use it alongside consistent execution to compound results.