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A persistent memory layer for AI agents, built as a standard MCP server with local setup, dashboard, and benchmark claims against other memory tools.

TreasuryFlow is an AI CFO layer for businesses, aimed especially at teams moving off Bench. It connects to bank accounts via Plaid to show live cash balances, generate a 13-week forecast, and flag spending anomalies, while running alongside a separate bookkeeper.

Open-source harness for executable security regression testing of agentic applications and MCP-integrated systems, with scenario files, policy assertions, trace-based evaluation, and JSON output for CI or local use.

A macOS desktop workspace for AI-assisted development that combines chat, Kanban, repo browsing, subagent tracking, and local code review.

Sitedropper is an agent-friendly deployment and hosting platform that turns prompts, ZIP uploads, or REST requests into live HTTPS URLs. The page shows support for Claude Code, Codex, Cursor, Antigravity, and Pi through MCP, plus a browser-based draft/share flow and custom domain support.

A lightweight CLI for running RAG over local documents, with hybrid vector + BM25 retrieval, OCR for scans and images, and support for local or API-based LLMs.

Private AI agent for Android that helps users fix settings and troubleshoot phones with guided steps, deep links, and local memory.

A Godot and Rust desktop PTY multiplexer with tiled panes, persistence, CLI control, and MCP integration for AI agents and automation tools.

A Python SDK that provides LiteLLM-style model routing and translation with a smaller surface area. It supports completions, streaming, embeddings, tool calling, async variants, provider mapping, and local OpenAI-compatible backends.

A detailed post from pact0 about testing whether blank AI agents could complete a real product workflow, what failed, and the fixes they shipped after the audit.

ObserverBench is an interactive benchmark and guided demo for testing whether internal AI monitoring methods help make safer decisions, not just better predictions. It includes real-model results, benchmark tasks, and a no-login walkthrough showing how warning scores affect review and harm that slips through.

OpenAI’s documentation for its Agents API, covering how to build and run cloud agents with the OpenAI platform. The page surfaces core concepts, quickstart material, SDKs, webhooks, tracing, tools, and related agent-building resources.

A90 presents a tiny guestbook canvas where people draw and sign with passkeys, while AI agents can submit artwork through a documented proof-of-work flow. The page explains the human and agent paths, the submission protocol, and how the Imprint Index works.

LeanGuard is a Lean 4-based runtime guardrail system for agent tool use, with native temporal policies, Python integration, and optional MCP support.

A web calculator that estimates the electricity use and carbon emissions of AI token usage, with everyday comparisons, example workloads, and a detailed methodology page.

Open-source text-to-SQL engine tuned to your own database, with configurable pipeline stages, policy checks, and an evaluation harness for measuring performance on real schemas.

A Linux desktop app for managing multiple AI helpers with separate roles, memory, provider connections, and isolated computer workspaces.

Hazzel is a small terminal coding agent for working directly in a codebase. It reads files, edits with diff approval, runs commands with permission, and supports git-aware actions, with multiple model providers and bring-your-own-key setup.

Open-source ticket system release with internal agent chat, ticket handovers, scheduled report delivery, customer/web form processes, CMDB links, and FAQ attachments.

brw is a semantic browser control tool for agents. It runs a real visible Chrome/Chromium browser and exposes control through MCP and HTTP, with stable refs, semantic page snapshots, and post-action observations.

Self-hosted Linux monitoring agent that reports system health and security events through a private Telegram bot. It covers CPU, memory, disks, temperatures, battery, services, SSH logins, brute-force detection, and remediation actions.

Local-first SQLite memory engine for AI coding tools that preserves project decisions and context across agents and model switches.

PicEditor is a browser-based AI photo editor and image generator that lets users edit uploads with text prompts or create new images from text, with no sign-up required. It supports background replacement, object removal, text edits, style changes, and multiple model options.

A fully local voice-controlled 3D sandbox where a sassy robot turns spoken commands into voxel builds. The repo explains the stack, runtime requirements, service contracts, controls, and tests.