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An open-core platform for testing, simulating and monitoring multi-step AI agents in production, including an open-source framework for running adversarial conversation simulations before launch.
Open source
What to know▼
How it works
An open-core platform to test, simulate and monitor AI agents end-to-end, including multi-turn, multi-step, multi-agent systems, with an open-source framework (Scenario) for simulating full multi-turn agent conversations — including adversarial and edge-case paths — before production.
What's different
Tests agent behavior across full interactions the way software teams test software, rather than just grading single LLM outputs like most competitors.
Best for
Teams building complex or multi-agent AI systems who need to catch broken behavior before users do.
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Local macOS scanner that blocks secrets and PII from leaking into AI coding-tool prompts, for engineers who don't want to rely on cloud DLP.
FreeWorks offline
What to know▼
How it works
A macOS app that scans prompts in real time before they reach AI coding tools like Cursor, Claude Code, and Copilot, flagging leaked API keys, credentials, and PII using 47 local detection rules in under 50ms.
What's different
Detection happens on-device before data leaves the machine, and uses soft notifications instead of hard blocks so it doesn't interrupt the coding flow.
Pricing
Free 15MB macOS application for engineers; an early-access dashboard is offered separately for organizations.
Best for
Engineers using AI coding assistants who want to avoid pasting live secrets into prompts.
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Desktop app that runs each AI coding-agent task in its own isolated git worktree with DB tooling and PR review, offline-first.
Watch out · Offline-first: code and credentials never leave your machine. Available on macOS, Linux, Windows.
Works offline
What to know▼
How it works
Runs each AI coding-agent task in its own isolated git worktree, with database access through MCP, hunk review, PR creation, SSH, a five-engine DB studio, and Linear/Jira/GitHub imports.
Pricing
$39 one-time per device.
Watch out
Offline-first: code and credentials never leave your machine. Available on macOS, Linux, Windows.
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A searchable directory of installable design 'skills' with live before/after demos for AI coding agents like Cursor and Claude Code, instead of hand-writing UI polish prompts yourself.
Free
What to know▼
How it works
A searchable directory of installable 'design skills' for AI coding agents, each with a live before/after HTML demo you can preview, then install via a single `npx skills add …` command into tools like Cursor or Claude Code.
What's different
Shows live interactive before/after demos instead of just README descriptions, and installs with one command.
Pricing
Free.
Best for
Developers using AI coding agents who want polished UI without hand-writing design prompts.
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A free, open-source tool that applies custom visual skins to Codex Desktop without modifying the app's official bundle.
Watch out · macOS and Windows.
FreeOpen source
What to know▼
How it works
Applies immersive backgrounds and visual styling to Codex Desktop through a local CDP session, without modifying the official app bundle or code signature; restores stock appearance with one click.
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Lets teams running multiple AI coding agents in parallel catch merge conflicts before they happen instead of discovering them one at a time after merging.
Watch out · predicts mergeability, not correctness
Free
What to know▼
How it works
Predicts conflicts using Git's merge-tree read-only, enforces per-agent file ownership, computes a safe merge order.
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A local-first memory system for coding/AI agents that stores notes in plain Markdown with citations for every recall, instead of sending agent knowledge to a hosted service.
No sign-upWorks offline
What to know▼
How it works
Local SQLite/FTS5 index, bitemporal history, corrections routed through review; works as Python library, CLI, MCP server, Docker image, Gemini CLI extension.
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Agentic coding assistant that runs on cloud, local, or self-hosted models with voice and supervised Mac computer use.
Self-hosted
What to know▼
How it works
Runs agentic coding workflows on cloud, local, or self-hosted models, with agents that work across files, Git, and terminals, plus voice and supervised Mac Computer Use.
What's different
Lets you keep model choice and control instead of being locked into one provider.
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A bug-capture tool that records a browser session, console errors, and network requests into one file that Claude Code, Cursor, or Windsurf can debug via a local MCP server.
FreeNo sign-up
What to know▼
How it works
Captures a session replay plus console/network evidence into an offline HTML file, then exposes it to AI coding agents through a local MCP server.
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VS Code extension that shows sponsored ads during Claude Code's 'thinking' pauses and pays developers a share of ad revenue.
Watch out · India-focused (UPI payments).
Free
What to know▼
How it works
Shows a sponsored line in the Claude Code spinner during its 5-30 second thinking pauses, paying developers 50% of ad revenue directly to their UPI account.
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Syncs your existing coding-agent subscriptions across web, desktop, terminal and mobile so you can start a session on one device and continue on another.
FreeOpen source
What to know▼
How it works
Chats sync across all surfaces; runs on web, desktop, terminal, and mobile.
Pricing
Free forever, open source.
Best for
Developers who already pay for multiple coding-agent subscriptions and switch devices often.
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A CLI that actually runs your test suite before letting an AI coding agent's merge-ready claim through, catching agents that say tests passed when they didn't.
Open source
What to know▼
How it works
A CLI that reads an AI coding agent's claim that tests passed, actually runs your real checks (pytest, npm test, go test, etc.), and blocks the merge if the agent's story doesn't match the command output.
What's different
The verdict comes from real command output, not a regex match on the agent's claimed text.
Best for
Developers using AI coding agents who want a guardrail against merge-ready claims that were never actually tested.
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A runtime security gate that intercepts and holds risky AI agent actions like sending emails, moving money, or deleting files for human approval before they execute, for people running their own AI agents instead of trusting them unchecked.
Free
What to know▼
How it works
Sits outside the agent, scans skills before install, holds irreversible actions (money, sends, deletes) for approval, and can rewind or kill actions.
Pricing
free to try
Best for
individuals running their own AI agents, not enterprise teams
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Routes prompts to the cheapest capable model tier and offers a terminal coding agent claiming lower cost than Claude Code on a benchmark.
Free
What to know▼
How it works
Routes every prompt to the cheapest model tier that can handle it, escalating only when needed; its terminal agent Klaat Code claims to solve the same 33-task benchmark as Claude Code at 5.4x lower cost ($0.027 vs $0.146/task).
Pricing
Free beta: 75 requests/day, no card; tool calls are free, only messages count against quota.
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A local terminal dashboard that manages multiple Claude Code agent sessions in one view, with worktree isolation and diff review, instead of juggling separate windows.
Works offlineOpen source
What to know▼
How it works
Runs locally and open source; install with a single npx command, with all sessions shown on one live terminal wall.
Best for
Developers running several Claude Code agents at once.
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A Mac SSH workspace with an AI copilot that runs and explains server commands for individual developers/sysadmins, keeping credentials local.
Works offline
What to know▼
How it works
A native macOS SSH workspace with an AI copilot that runs commands, provisions servers, and audits security, with the user approving every step before execution.
What's different
Local-first — hosts and secrets stay on the Mac rather than a cloud service.
Best for
Individual developers and sysadmins managing servers over SSH who want AI assistance without giving up control of each command.
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Web-based terminal multiplexer for monitoring and controlling multiple AI coding agent sessions, including on mobile.
Open source
What to know▼
How it works
A web terminal multiplexer for monitoring and interacting with multiple AI agent sessions (OpenCode, Claude Code, Codex, Copilot, etc.), including a Kanban board, file browser, push notifications, and on-demand git worktrees.
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A drop-in PyTorch layer for continual learning that lets similar tasks share sub-networks for transfer while keeping dissimilar tasks isolated, avoiding both forgetting and the need for a replay buffer.
Open source
What to know▼
How it works
Learns task similarity from context so similar tasks share sub-networks while dissimilar ones stay isolated, with no replay buffer.
What's different
Reproducible benchmarks disclose where the method works and where it doesn't.
Pricing
Apache-2.0 license (open source).
Best for
PyTorch users needing continual learning without catastrophic forgetting.
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Open-source terminal supervisor that manages planning and worker AI agents for Codex, Claude Code, and Ollama sessions.
Open source
What to know▼
How it works
An open-source terminal supervisor where a planning agent proposes versioned plans you approve, then isolated worker agents implement the work while it handles scheduling, review, and recovery.
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WordPress/WooCommerce plugin that lets you manage your whole site in plain English through a chat terminal in the dashboard — orders, products, posts, plugins, themes, users, SEO and database, via 96 tools.
FreeOpen source
What to know▼
How it works
Type commands like 'show me today's orders' or 'create a product at $29.99' in a chat terminal inside WP admin; bring your own Anthropic API key.
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An agentic coding CLI with persistent codebase memory and context compaction for long refactor sessions, instead of AI assistants that start cold each session.
Watch out · "Unlimited" GLM access described as a current promotion, not permanent.
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A local Windows app bundling agent automation, a code editor and a local LLM runner as a one-price replacement for a stack of $100/month cloud tools.
Watch out · Windows only.
Works offline
What to know▼
How it works
Bundles AI agents (via Krew), trigger-based automation, a code editor, a local LLM runner, DNS protection, and a content studio into one local Windows app.
What's different
Replaces roughly 8 separate $100/month cloud tools with one price and nothing sent to the cloud.
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Mirrors your Claude Code / Codex agent sessions to your iPhone and Apple Watch so you can approve prompts and permission gates remotely over your local network.
No sign-upWorks offline
What to know▼
How it works
phone talks to your Mac over LAN, end-to-end encrypted, no cloud
What's different
auto-switches Claude accounts before rate limits stall a run, keeps Mac awake lid-closed
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A local-first Mac workspace that keeps prompts, notes, and project context together between AI coding sessions, so you don't re-explain the project each time.
Works offline
What to know▼
How it works
Stores prompts, tasks, and IDE context locally, syncable via iCloud
Best for
developers using AI coding tools across multiple sessions
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Persistent, evidence-verified memory for AI coding agents that flags stale or unproven beliefs instead of silently misleading them.
Free
What to know▼
How it works
Gives MCP-compatible coding agents persistent memory where every memory carries falsifiable evidence (shell checks, tests, commit anchors) that gets re-verified against your current repo.
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A desktop app for running and organizing multiple coding agents (Claude Code, Codex, Gemini CLI) per project, each with its own terminal and git worktree.
Works offline
What to know▼
How it works
runs many agents per project, each with own chat/terminal/worktree/role; chains agents into teams
What's different
local-first desktop cockpit
Best for
developers running several coding agents across projects
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A cursor-first radial menu for macOS that opens beside your pointer to launch apps, folders, text snippets, shortcuts, or built-in tools like clipboard history, and switches its menu automatically based on the active app.
What to know▼
How it works
A customizable shortcut-triggered radial menu that appears next to the cursor and adapts which actions it shows depending on the foreground app.
Best for
macOS users who want quick actions without memorizing many keyboard shortcuts.
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A macOS Markdown editor that shows AI-made edits to your files as reviewable diffs instead of silent rewrites.
Watch out · macOS-native app.
Free
What to know▼
How it works
Shows exactly what an AI agent changed in your Markdown files as a diff instead of silently rewriting them, and gives a 3-way view when you edit the same lines the AI touched.
What's different
History tracks the AI's version as an external rewrite rather than the accepted truth; lets you compare any two files with a keyboard shortcut.
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A local compliance-check tool for AI coding assistants that scans for proxy leaks, timezone fingerprint mismatches, leftover config and exposed MCP keys, and offers one-click fixes across Claude, Cursor, Codex and other tools.
What to know▼
How it works
scans the local environment for proxy leaks, timezone fingerprinting issues, residual configuration and MCP key exposure that could trigger account bans, then offers a one-click fix; supports Claude, Cursor, Codex and three other AI coding tools.
Best for
developers using AI coding assistants who want to avoid account bans from environment misconfiguration.
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Find & fix live vulnerabilities in Vibe Apps with 1-prompt.
Watch out · Automated one-prompt fixes are the vendor's claim; the page doesn't say how fixes are verified before or after they're applied.
What to know▼
How it works
Scans apps built with AI coding tools (Replit, Lovable, Claude Code, Cursor and similar) for live access-control vulnerabilities and can fix them automatically from a single prompt.
What's different
Targets 'vibe-coded' apps specifically — code generated by AI tools — rather than general application security scanning.
Best for
People who shipped an app using an AI coding tool without security expertise and want vulnerabilities found and patched automatically.
Watch out
Automated one-prompt fixes are the vendor's claim; the page doesn't say how fixes are verified before or after they're applied.
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An open-source, Git-native IDE for running and reviewing AI coding agents — shows what changed in the logic, not just the diff. Built for developers working with AI agents.
Open source
What to know▼
How it works
A Git-native IDE for running AI coding agents: it tracks the agent's changes at the function and class level and compares the resulting code against your original intent, rather than just showing a line diff.
What's different
Where Git shows lines changed, Aura is built to show what changed in the logic — letting you verify a task was actually completed before committing.
Pricing
Open source.
Best for
Developers who run AI coding agents and want to verify logic-level correctness before trusting a commit.
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Connects AI coding tools like Cursor, Claude Code and Codex to Linear and Jira so tickets auto-update — gives engineering leads visibility into AI-assisted work.
What to know▼
How it works
Connects AI coding tools (Cursor, Claude Code, Windsurf, Codex) to Linear and Jira, so tickets auto-update as agents work and every AI session follows your team's standards.
What's different
It isn't a coding agent or a PM tool itself — it's specifically the bridge that gives leads visibility into what AI agents are doing.
Best for
Engineering leads who want visibility into AI-assisted work without asking developers to manually update tickets.
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A lightweight proxy that sits in front of coding-agent tool calls to block repetitive failing calls, mutate strategy when the agent is stuck, and compress bloated tool outputs, working across Claude, OpenAI, DeepSeek, Ollama, and OpenCode.
What to know▼
How it works
Runs as a background proxy (installed via pip) that detects and blocks repetitive failing tool calls, mutates strategy on loops, and compresses tool outputs, with a real-time dashboard and savings report.
Best for
developers running coding agents who want to cut token waste and loops.
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A self-hosted QA tool that generates and runs end-to-end tests with video evidence for AI coding agents like Claude Code and Cursor, pitched as a free TestSprite alternative.
FreeSelf-hosted
What to know▼
How it works
A self-hosted QA platform that generates, runs and publishes end-to-end tests with video evidence from Claude Code or Cursor, and works with or without an LLM.
What's different
Free and self-hosted, positioned as an alternative to TestSprite.
Pricing
Free.
Best for
Developers using AI coding agents who want reviewable E2E test evidence.
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A workspace manager for AI coding agents like Claude Code and Codex, giving each project its own logins and terminals so agents keep running after you close the window.
What to know▼
How it works
A workspace manager for AI coding agents like Claude Code and Codex — each project gets its own terminals, login and folders, and you switch between them like Slack workspaces; agents keep running after the window closes and you can answer their prompts from your phone.
What's different
Deliberately small — no boards, personas or dashboards, just workspace isolation and persistence.
Best for
Developers running multiple AI coding agent projects who want separate logins and persistent sessions.
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An open-source AI coding agent that works in your editor, terminal, or via Discord and Telegram, with approvals and diff review before it touches code. For developers who want to supervise an agent, not just chat with one.
Open source
What to know▼
How it works
An open-source, local-first AI coding agent for VS Code-compatible editors, CLI/TUI, and messengers via Ether Live Mode (Discord, Telegram), keeping a reviewable task timeline with approvals, checkpoints and pending diffs, and routing across BYOK or Grik-hosted models.
What's different
Keeps a reviewable approval timeline instead of running as an editor-only assistant, with swarm workers for recurring checks and remote follow-ups.
Best for
Developers who want to supervise and approve an AI agent's changes rather than just chat with it.
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A free macOS menu-bar app that logs everything your AI coding agent (Claude Code, Cursor, Aider, Codex) did in a session, entirely local with no account or cloud.
FreeNo sign-upWorks offline
What to know▼
How it works
A menu-bar app that passively records what AI coding agents like Claude Code, Cursor, Aider and Codex do on your Mac, every command, file touched, package installed, git operation, and launch agent, then presents it in an Action Log with confidence and severity tiers per agent, with any row copyable as context for another LLM.
Pricing
Free.
Best for
Developers using AI coding agents who want a record of exactly what those agents changed on their machine.
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An open-source Claude Code skill that enforces spec-first, evidence-based AI coding workflows.
Open source
What to know▼
How it works
A Claude Code skill that forces spec-first AI development with evidence required at every step, addressing 14 tracked ways AI coding agents cut corners.
Pricing
Free, open-source, zero dependencies.
Best for
Developers using Claude Code who want to prevent AI shortcuts in their workflow.
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A free, open-source local app that lets multiple AI coding agents (Claude Code, Cursor, Codex, etc.) collaborate on one codebase over MCP while the user watches and approves each step.
FreeWorks offlineOpen source
What to know▼
How it works
Runs locally with no API keys or cloud account required; coordinates coding agents over MCP with step-by-step user approval.
Pricing
Free and open source.
Best for
Developers using multiple AI coding agents on the same codebase who want oversight of each step.
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A marketing operator tool for Claude Code that turns a product repo into growth plans, landing pages, ads, and content.
Free
What to know▼
How it works
Turns a product repo into a marketing workspace for Claude Code, giving it source-aware briefs, channel playbooks, policy references, quality gates, approval rules, and memory to create growth plans, landing pages, emails, ads, SEO/AEO work, audits, and content calendars.
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Three-pane merge conflict resolver for VS Code/Cursor with optional AI explanation, free and open source.
FreeOpen source
What to know▼
How it works
A three-pane merge resolver (yours | editable result | theirs) for VS Code and Cursor, with scroll-synced word diffs, authorship chips, a history timeline, and one-click apply for non-conflicting changes; optional AI reads your repo to explain and resolve conflicts.
What's different
Nothing hits git until you apply.
Pricing
Free and open source.
Best for
Developers resolving merge conflicts in VS Code or Cursor.
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Lets Claude directly edit and create data inside Revit, AutoCAD and other BIM software instead of just reading it, free — built for AEC/construction teams.
FreeCan export my data
What to know▼
How it works
Lets Claude query, edit, and create data directly inside Revit, AutoCAD, ArchiCAD, Navisworks, MS Project, Sigma, and Dalux via plain-English requests — fixing fire ratings, renumbering rooms, running clash tests, taking off quantities, and exporting schedules. Works with Claude Desktop, Cursor, VS Code, and Microsoft Copilot.
What's different
Most 'AI for BIM' tools only read your model; this one actually edits and creates data in it.
Pricing
Free across all 8 supported apps and versions.
Best for
AEC and construction teams working in Revit, AutoCAD, or other BIM software.
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A debugger for AI agent runs that shows exactly what context each model call saw, for developers troubleshooting agents built with Claude Code, Codex, or Cursor.
Works offlineOpen source
What to know▼
How it works
Captures every step of an agent run, compares two runs, and can fork from any step to test changes
What's different
Local-first and open source, so traces never leave your machine
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A floating always-on-top Windows window that runs Claude Code with screen awareness, so developers can ask about what's on screen and have it edit files or run commands.
Open source
What to know▼
How it works
A frameless, always-on-top Windows chat window for Claude Code, summoned by hotkey, that captures and reads your monitors before answering, then can edit files and run commands using your own Claude Code subscription.
What's different
Runs the full Claude Code agent on your existing subscription rather than requiring a separate API key, and has screen awareness rather than just chat.
Pricing
Open source (MIT).
Best for
Developers on Windows who want a floating Claude Code assistant that can see their screen while they work.
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An open-source terminal coding agent with full file, command and app access on your machine; you supply your own Claude, GPT or other API key to power it.
Watch out · Grants full machine access — file reads, command execution, and app control — governed by granular permissions rather than a sandbox.
Open source
What to know▼
How it works
A terminal-native coding agent with full machine access — reads files, runs commands, edits code, opens apps, and searches the web — with granular permissions on each action, persistent memory, and voice control.
What's different
Runs natively in the terminal with no cloud IDE or web sandbox in between.
Pricing
Free to start with open models included (Deepseek, GLM, Minimax, Kimi); bring your own API key for Claude, GPT, or other providers.
Best for
Developers who want a terminal-based agent with direct, broad access to their own machine.
Watch out
Grants full machine access — file reads, command execution, and app control — governed by granular permissions rather than a sandbox.
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An open-source, self-hosted tool that lets two developers pair-program together on the same live Claude Code session, with the collaboration backend running in their own Cloudflare account.
Open sourceSelf-hosted
What to know▼
How it works
A fork of Mosaic/cmux adding self-hosted real-time pair programming; two developers share one live Claude Code session, with the backend deployed to their own Cloudflare account.
Best for
Development teams who want real-time pair programming with Claude Code without relying on a third-party hosted backend.
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An open-source bridge that lets Claude Code tasks run from the Cowork chat app with approval gates and cost caps.
Open source
What to know▼
How it works
Lets Claude Code tasks run from the Cowork chat app, with approval gates, cost caps, permission scoping, interactive debugging, and live status, requiring no separate infrastructure or databases.
Pricing
Open source.
Best for
Teams using Claude Code and Cowork who want safety guardrails without infrastructure overhead.
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Turns a Figma frame link into baseline Swift UIKit code for AI coding agents like Cursor, Claude or Codex to build from. An open-source developer tool for iOS engineers, not a mobile app itself.
Open source
What to know▼
How it works
Give an AI coding agent a Figma frame link and it builds a clean cached design package, then generates baseline Swift UIKit code for Cursor, Claude, or Codex, with support for custom color/font/icon maps, base classes, full-screen coverage gates, and buffering against Figma 429 rate limits.
What's different
Works from a Figma link instead of screenshots or a raw file dump; open source, so you own the wiring for production APIs.
Best for
iOS engineers using AI coding agents to turn Figma designs into UIKit code.
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An open-source, browser-based video editor built so AI agents like Claude can edit a JSON timeline over MCP while you direct — a technical tool for developers building agent-driven video workflows.
Nothing to installOpen source
What to know▼
How it works
An open-source, browser-based, Premiere-style video editor where AI agents like Claude edit by patching a JSON timeline over MCP, with the UI live-reloading in about 150ms.
What's different
Runs in the browser with no install or build step, and is built specifically so an AI agent can drive edits while the human directs.
Best for
Developers building agent-driven video editing workflows.
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An open-source local control plane and MCP server for Cursor that recalls past fixes and playbooks, runs coding loops until tests pass, and can be driven from Telegram or integrated with tools like Jira and PostHog.
Open source
What to know▼
How it works
Ingests chats from Cursor, Claude Code, and Kiro, runs hybrid recall over past fixes, and runs coding loops until tests pass, exposed as a single MCP server with optional integrations.
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A Mac dictation app that turns your voice, screenshots, and screen recordings into a clean AI-ready Markdown prompt for Claude Code, Cursor, or ChatGPT, running fully offline via local Whisper.
Works offline
What to know▼
How it works
Local Whisper and open models on a Mac turn voice, screenshots, and screen recordings into a clean Markdown prompt.
Best for
Developers using Claude Code, Cursor, or ChatGPT who want offline, private dictation without per-token billing.
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A single-binary CI test runner for LLM apps and agents that defines test cases in YAML and replays model or judge calls offline at no cost.
Works offline
What to know▼
How it works
Defines test cases and scorers in YAML, runs local targets on every pull request via REST or shell, with baselines, trials, model comparisons, and OTel traces.
Pricing
Replays offline for $0.
Best for
Teams that need CI regression testing for LLM apps and agents.
Tools for working with AI coding agents — the short answers
Every number here comes from our own daily check — not from a vendor list.
Tools for working with AI coding agents — how many are there?
Tablif is tracking 531 of them. 526 answered our check today, and 4 we couldn't reach — we don't claim those are dead.
Which ones are still maintained?
Tablif knocks on every door once a day and records the answer. 526 of these 531 responded on the latest run, so that number is what "still here" means on this page — not a review score.
Are any of them free?
98 of the live ones say so in their own words, and 25 let you start without making an account. Tablif records the claim the product makes; we don't verify pricing.
Any open-source options?
90 of the live ones on Tablif mention being open source.
What's the newest one?
Patapim — Tablif first saw it today.
Did a person actually look at these?
516 of them Tablif opened and read, then wrote a one-line summary in our own words instead of reusing the founder's tagline. The rest carry keyword labels we haven't confirmed by reading yet — and we say so rather than hiding it.
