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Tools, libraries, services and references, each reviewed before it goes public. 6,821 resources listed.
Karrio
karrio.ioA self-hosted, open-source shipping platform that gives a single API and dashboard for rating, purchasing labels from, and tracking packages across many carriers, such as UPS, FedEx, DHL, and USPS.
Claw-Eval
claw-eval.github.ioA human-verified evaluation harness for scoring large language models as autonomous agents, requiring a model to pass the same task in three independent trials before it counts as a success.
LLM4AD
llm4ad.comAn open-source Python platform that uses large language models to automatically design and optimize algorithms, with unified interfaces across methods, tasks and models plus a graphical interface for running experiments.
MetaCodable
swiftpackageindex.comA set of Swift macros that generates a type's Codable implementation, covering flattened nested keys, fallback keys, default values, custom coding strategies, and untagged enums, without hand-written boilerplate.
CheetahClaws
cheetahclaws.github.ioA fast agent harness for long-running, multi-model, tool-using AI systems, installed as a Python package that starts a chat-style terminal session and can also run inside a bundled desktop app.
idea-reality-mcp
mnemox.aiAn MCP server that checks whether a proposed app idea already exists by scanning GitHub, npm, PyPI, Hacker News and Stack Overflow, returning a 0-100 score and competitor evidence before any code is written.
AnyJev
github.comA tool that converts an existing open large language model into a calibrated decision model, returning a typed answer and a real probability for a choice, a yes/no or a score, without any additional training.
JARVIS
github.comA voice assistant that talks through a project idea with the user, writes the resulting design to a file, then starts and supervises a real Claude Code session on it, announcing out loud when the agent needs input.
MLX Audio Swift
github.comA modular Swift SDK for running text-to-speech, speech-to-text, voice activity detection, and speech-to-speech models on Apple Silicon through MLX, with importable modules for just the models an app needs.
re_gent
github.comA command-line tool that automatically records every action a coding agent takes inside a project, so a change can be traced to the exact prompt that produced it and any step can be inspected afterward.
PandaProbe
pandaprobe.comAn open-source agent engineering platform that traces, evaluates and monitors AI agents so a team can debug them together, available as a managed cloud service or self-hosted with Docker.
dflash-mlx
github.comAn implementation of DFlash block-diffusion speculative decoding for the MLX framework on Apple Silicon, generating multiple tokens per pass while guaranteeing output identical to standard autoregressive decoding.
SimWorld
simworld.orgAn Unreal Engine 5 simulation platform for developing and evaluating LLM and vision-language model agents in realistic physical and social city environments, from a lightweight starter map to fully custom worlds.
ima2-gen
lidge-ai.github.ioA local-first visual generation studio that runs image and video jobs from several providers on a user's own machine, keeping every generation's prompt, timing and settings so results can be branched and reproduced.
Second Brain
thesecondbrain.devA self-hosted memory layer, deployed on a personal Cloudflare account, that stores notes once and makes them retrievable by meaning from Claude, ChatGPT, Cursor or any other MCP-compatible AI tool.
BambooAI
github.comAn LLM-driven data analyst that runs in a persistent Python kernel, writing and executing its own code one cell at a time and re-running its cited results in a fresh kernel before presenting a report.
The Effect Patterns Hub
effect-patterns.vercel.appA community-maintained collection of more than three hundred goal-oriented code patterns for the Effect-TS library, spanning error handling, concurrency, streams, schema, and testing, with a searchable command-line tool.
MacPacker
macpacker.appA free, open-source archive manager for macOS that opens more than forty archive, disk-image, and compression formats, letting you browse and preview contents, including nested archives, without extracting them.
numasec
github.comAn open-source AI security agent that runs in a terminal, following runbooks and switching between specialized agents while tracking findings, evidence and reports for authorized application-security and penetration-testing work.
canifinetune
github.comA command-line tool that estimates whether a Hugging Face model will fit and fine-tune on a given consumer GPU, and recommends batch size, sequence length, LoRA rank and quantization before any weights are downloaded.
ssh-mcp-server
github.comAn MCP server that lets an AI assistant run SSH commands and transfer files on remote servers through a standardized interface, without exposing SSH credentials to the model.
Altimate Code
altimate.shAn open-source, AI-powered harness for data engineering that gives a coding agent more than 100 deterministic tools for SQL analysis, column-level lineage, dbt and warehouse connectivity across ten cloud warehouses.
JADX MCP Server
github.comA standalone server that connects a modified JADX Android decompiler to large language models over MCP, so an assistant can read decompiled app code and follow along during reverse engineering.
Best of Agent Harnesses and Harness Techniques
ryanalberts.github.ioA ranked, weekly-updated catalog of AI agent harnesses and orchestration frameworks, with copy-paste templates and playbooks, and an MCP server and dataset an agent can query to pick one.