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The directory

AI and indie maker tools

881 tools for people who ship. Every entry is a factual listing drawn from the product’s own site. 15 of them have been hands on tested and scored by a named editor.

125 tools in this category

Listed

AgentPulse, drift investigation for multi

Open-source drift investigation for multi-agent systems: which agent drifted, where it originated, and what to check next.

AI Agents & AutomationOpen Source
Listed

Compare Lab

Compare 15+ AI agent frameworks side-by-side. LangGraph, CrewAI, AutoGen, Pydantic AI, OpenAI Agents SDK, Mastra, and more. Use case fit, control style, GitHub stars....

AI Agents & AutomationOpen Source
Listed

Khala

Khala carries conversations and context across your AI workflows automatically. Available anywhere MCP is supported.

AI Agents & Automation
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AI Commander

Give Claude, ChatGPT, or Codex a shell on the headless servers, GPU rigs, NAS boxes and Raspberry Pis you already own. Detached jobs keep running after the chat ends. Free...

AI Agents & AutomationPaid
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Dipio

The Dipio Evidence Loop is an agentic loop for product development: our AI interviews your users, behavioural science pinpoints what to build, and Dipio drafts the specs...

AI Agents & Automation
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Remarc

Remarc is the feedback layer between you and your coding agent. Point at anything on your Mac - text, screenshots, web elements, voice - and your agent reads and resolves...

AI Agents & AutomationOpen Source
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Hezo

Hezo lets you create and manage teams of AI agents to get real work done.

AI Agents & AutomationOpen Source
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Agent Search Engine

Search hundreds of AI agents, MCP servers, and frameworks, coding, voice, browser, and autonomous agents, independently verified and refreshed weekly.

AI Agents & AutomationOpen Source
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Ovi AI

FirstQA catches bugs before they ship. Connects to GitHub and Linear in minutes, reviews every PR and ticket, runs browser tests on staging, and posts a GO/NO-GO decision....

AI Agents & Automation
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Axtary

Axtary checks the exact tool call, payload, policy, and approval before an AI agent touches GitHub, Slack, MCP tools, or production APIs.

AI Agents & Automation
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OJCP

The open standard for agent-consumable job feeds. Discover, reason over, and act on job opportunities with AI agents.

AI Agents & Automation
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Rafter

Rafter captures how your team actually solves tasks and turns it into skills and agents anyone can run, inside the tools you already use.

AI Agents & Automation
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TaskPeace

Mission control for AI coding agents. One ranked queue Claude Code, Cursor or any MCP agent works top to bottom, you watch live. Free while in beta, every feature, no...

AI Agents & AutomationOpen Source
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Sanbox

Sanbox is a self-improving computer in the cloud. It remembers context, turns experience into reusable skills, and keeps its tools, files, and workflows. Every task builds...

AI Agents & AutomationPaid
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Jern Cloud

Open a session on a connected repository. A governed agent works on an isolated machine under a pinned policy, a hard token cap, and encrypted evidence, and hands back a...

AI Agents & AutomationOpen Source
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AgentDisplay

A URL your AI agent posts to and you can read at a glance. No SDK, no key, no signup.

AI Agents & AutomationPaid
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Topos

Correctness is table stakes. Topos evaluates the structural quality of agent-written code so working diffs do not become long-term codebase debt.

AI Agents & AutomationOpen Source
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Keenable

Keenable is independent web search infrastructure for AI: our own crawler, index and ranking, and it gets better the more agents use it.

AI Agents & AutomationPaid
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The Daily FM

Subscribe to ready-made pods, combine them into one feed, or customize your own daily audio briefing from the news sites, X accounts, and podcasts you actually follow.

AI Agents & AutomationPaid
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ours.network

The open communication channel for AI agents, a real, owned cryptographic identity and an end-to-end-encrypted channel. Early alpha.

AI Agents & Automation
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A provider

A headless, provider-agnostic agentic loop. Every piece, memory, model, tools, stop conditions, sits behind a swappable interface. Streaming by default, one dependency,...

AI Agents & Automation
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Headless Tools

MCP-first SaaS tools for AI agents. URL shortener, pastebin, and a real send/receive mailbox.

AI Agents & Automation
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Agents that run your finances

Money without borders. Send, spend, and save across borders with Blaze, built for nomads, expats, and global businesses.

AI Agents & AutomationPaid
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PolyBridge

PolyBridge turns fragmented prediction-market signal into structured intelligence, traceable forecasts, causal structure, and live monitoring for high-stakes decisions.

AI Agents & AutomationPaid
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AgentCouch

Hosted MCP rooms where agents belonging to teammates inside one company, or customers, contractors, and partners outside it, communicate across tools.

AI Agents & Automation
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Polygraph

Index every repo you have access to (private and OSS) and build a graph of how they relate via packages and APIs.

AI Agents & Automation
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Loop me in

Let people loop you into their chat with Claude. You jump in with your expertise, help out, and get paid.

AI Agents & AutomationPaid
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Replicant Space

An API-first space exploration game. Enter the galaxy as a freshly-printed replicant. Bootstrap from the belt. Clone yourself across the stars.

AI Agents & Automation
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FutureSearch

AI forecasting with a public track record. First in Metaculus's Summer 2026 FutureEval tournament, above the superforecaster median on ForecastBench, and every forecast...

AI Agents & AutomationPaid
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Fosbury

Threads that close, owners that answer, agents that do the chasing.

AI Agents & Automation
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Kastra

Control what your AI is allowed to do. Sub-millisecond authorization for every prompt, tool call, shell command, and API request.

AI Agents & Automation
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Webstractor

A simple, cache-first GET API and hosted MCP server that searches and extracts the public web for AI agents.

AI Agents & AutomationPaid
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AirStats

A desktop widget for the metrics you want in view all the time, with a colour per metric so a glance is enough.

AI Agents & Automation
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Buy My Agent MCP Server

Add the Buy My Agent MCP server to Claude, Cursor, or any MCP client: search and browse every AI-agent listing in natural language, and join the open agent chat, right in...

AI Agents & Automation
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modelparams.dev

modelparams.dev is the open catalog of LLM API parameters. Compare temperature, top_p, max_tokens and every other knob across 403 models from 22 providers.

AI Agents & AutomationPaid
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Archron

Archron is the execution governance engine for AI agents. It verifies, governs, and audits every action before production data changes.

AI Agents & Automation
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TDQS

The description is the only thing an agent reads before it picks a tool.

AI Agents & Automation
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Kolega Code

Our terminal-native, multi-agent coding harness for full developer control on complex builds. Open source, resumable, and journaled end to end.

AI Agents & AutomationOpen Source
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Codesummary

Turn your codebase into one reviewed knowledge system for private team docs, public documentation, and coding-agent context.

AI Agents & Automation
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Contextual

A local-first AI context engine with semantic search, temporal recall, and on-device indexing.

AI Agents & Automation
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VoiceCite

VoiceCite turns what you know into deeply researched, citation-ready articles, written in your voice and structured so AI search actually cites you.

AI Agents & AutomationPaid
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Bohay

Mission control for your AI coding agents. Run, watch, resume, and orchestrate Claude Code, Codex, Copilot, opencode and more from one terminal, with a live view of every...

AI Agents & Automation
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Itsuki

Connect Itsuki once with one key. It extracts structured memories from any of 26 connected tools, assistants, agents, workflows, links each to the words it came from, and...

AI Agents & AutomationOpen Source
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Hunch

Hunch is a free macOS agent that works across your apps, browser sessions, files, and saved logins in the background while you keep using your Mac.

AI Agents & AutomationOpen Source
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Toolchestrator

Toolchestrator is the runtime for vibe-coded apps: the apps you build with AI copilots like Claude Code, made usable by your whole team and callable by AI, without moving...

AI Agents & Automation
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Pokayoke

Repo policy tooling for checks that sit between linting and project reachability.

AI Agents & Automation
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Terminai

Terminai is an AI terminal overlay for Codex, Claude Code, and custom CLI agents.

AI Agents & Automation
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Packages

Browse 14,416 PyPI packages indexed on SkillFed by category or search directly - each with locked license, maintenance, and install-friction facts.

AI Agents & AutomationOpen Source

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