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.
Category
158 tools
Production Grade AI Starters
Browse production-grade AI starters with hardened prompts, prompt-injection defenses, server-side AI routes, rate limits, safe error handling, and deployment-ready...
OpenWebSearch
One API for every web search provider. Choose the provider that fits each use case and receive every result in one standardized format.
PantheonGPU
Open source GPU health testing, diagnostics, and performance validation for NVIDIA CUDA and AMD ROCm AI infrastructure. Read the source, run it yourself.
Vinv (Vibe Inverse)
Tools and Algorithms for AI agents to test, fix and optimise your codebase. Vinv runs your Python services with zero code changes, hands your agent real runtime evidence,...
Lucin
Lucin is a static scanner for AI agents. It reads your tool definitions, agent graph and MCP config, then traces the exact path from untrusted input to an external sink,...
Flowy.llink
Flowy.llink, Send 30-second video messages, skip the meeting llink .
RouterFuel
RouterFuel is an async Rust LLM gateway routing to 330+ models (OpenAI, Anthropic, Google, Meta, Mistral, and every model on OpenRouter) with semantic caching and...
Zedra
Remote control for AI coding agents, with a dev workspace on your phone: terminal, editor, markdown, and git diff. Pair by QR for a direct encrypted tunnel. No VPN.
The open
The AI bookmark manager for busy people. View, manage, and organize bookmarks across platforms.
Korvo
Korvo helps you turn messy context into structured plans, grounded outputs, and traceable decisions. Local-first. Private by default. Built for high-stakes knowledge work.
Welcome
Model your project's quality so teams and agents can evaluate it, stay aligned on what good means, and improve it over time.
Perf
Compare 132 load, protocol, cloud, and enterprise performance testing tools. Curated specs, licenses, lifecycle status, and pick signals. Last verified 2026-08-12.
Mocktail
Self-hosted mock API server + dashboard in one ~25 MB binary. Define endpoints, generate realistic data, test errors and latency, and inspect live traffic.
Brainstorm
Brainstorm is a local-first, AI-native operating system for knowledge management. Your apps, your data, and your AI all run on your machine, with optional end-to-end...
Hezo
Hezo lets you create and manage teams of AI agents to get real work done.
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...
Pacific Slate
A self-hosted AI system that remembers, works in the background, and runs on hardware I own. What it does, and the design decisions behind it.
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....
Free AI Prompt Gen
The best free AI prompt generator. Craft optimal text, image & code prompts for ChatGPT, Gemini, Claude & Midjourney using proven RTF and CO-STAR frameworks.
Libretto PR agents
Automatically investigate failing Playwright scripts against the live page and open a GitHub pull request with a proposed fix.
Guidedreview
Turn your commits into a structured review that helps you catch AI-code issues before your teammates do. Free, open source, BYO LLM key.
InferAll
One API key for 120+ AI models across OpenAI, Anthropic Claude, Google Gemini, NVIDIA NIM, Replicate, and Runway. 25+ free open-source models, published per-token pricing...
Xalgorix
Point Xalgorix at your app or repo. An autonomous AI pentester finds vulnerabilities, proves each with a working exploit, and hands engineers the fix. Runs in CI. Scans...
Customizable SAP MCP Server
Give your AI assistant direct access to SAP S/4HANA over OData. Prebuilt MCP server for business partners, sales orders, products and purchase orders. Works in Claude,...
Lific
A free, self-hosted issue tracker built for coding agents. Single binary, native MCP. Plans and issues live on your server instead of in the context window, so work...
Tesserae, self
Free, open-source dashboard server for e-ink displays. Compose dashboards in a browser, render dithered frames, and push them over MQTT or REST to e-ink panels....
Packages
Browse 14,416 PyPI packages indexed on SkillFed by category or search directly - each with locked license, maintenance, and install-friction facts.
AI codebase analyser and auto
We added Python AI-app regex prefilters to getdebug and benchmarked against Bandit, Semgrep, and (attempted) vulnhuntr. Here's where each tool actually catches things, and...
Vaultak
Vaultak is the operating system for safe AI agents. Monitor every action, enforce permission boundaries, and automatically roll back damage. Zero code changes with Vaultak...
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...
Wasmer SDK
Today we're releasing a new SDK that finally fulfills the mission of Wasmer: run anything, anywhere.
Parchmint
Parchmint shows the honest preview an LLM actually sees, every token, every warning, so your prompts, skill files, and docs land exactly as written. Free, open source,...
Clay Seal
Runtime security for AI agents. Clay Seal narrows what an agent can do as the task changes. Open-source identity and receipts; design-partner runtime sandbox.
Open SAR
With open-source tooling + AI, turn fragmented public information into an interactive Common Operating Picture within the golden 72 hours after a disaster strikes.
microide
A native, low-footprint C++/SDL3 desktop IDE focused on editor, diff, merge, git, search, terminal, and debugging workflows. Open source, private, no telemetry.
Topos
Correctness is table stakes. Topos evaluates the structural quality of agent-written code so working diffs do not become long-term codebase debt.
Traceseal
Verifiable receipts, ground-truth verification and replayable governance for AI agent work. Cryptographic proof of what your agent did, verifiable by anyone.
KBlip
New AI model releases, LLM launches, and framework updates, GPT, Claude, Gemini, Llama, and every other major model drop, tracked as it happens.
StealthOS
Multiple device profiles you can switch on demand .
OpenParser
Extract structured data from PDFs with Lineage field-level grounding, source evidence, transformations, confidence, and review. Choose among nine hosted OCR models....
RFL
The Robot Football League: 2v2 simulated Unitree G1 humanoids playing competitive football, three matches a day, streamed on Twitch and in spatial 4DGSx. The engine, the...
Excalibur
Most agents write code. Excalibur knows the whole product cycle, discover, build, verify, ship. On any model, in any terminal. Local-first, safe by default, governance for...
Critical Window
A free, open source strategy game about the AI race. Govern the US or China through 16 quarters to 2030: chips, energy, alignment you cannot verify, a treaty nobody thanks...
Open
Open-source RAG security toolkit with prompt injection detection, PII protection, secrets scanning, and retrieval integrity checks.
RiskKernel, kill
RiskKernel is an open-source, self-hosted reliability runtime for AI agents: deterministic cost, loop, and time budgets with a kill switch, crash-resumable runs, and...
Emiliaprotocol
An AI agent tries to wire $82,000. Approve it on your own device with Face ID / Touch ID, then watch the approval verify, every check, in your browser, and watch a forged...
achu
Free MIT open-source screenshot beautifier for Windows, macOS, and Linux. Local gallery, privacy redaction, Code Studio, AI GitHub issues, and platform burst packs....
Codify
Declare your dev environment as code or describe it in plain English, Codify's AI agent sets everything up. Standardize Homebrew, Python, Node, and more across Mac and Linux.
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