Top Picks

A research report on the current MCP ecosystem, with live crawl numbers, verification rates, category breakdowns, and examples of both strong and weak MCP-positive sites.

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.

Mobile SSH and AI agent IDE for iPhone. It lets developers connect to remote servers, run terminals, browse files, manage git and cron jobs, and deploy or supervise agents from a phone.

FERNme is an open-source memory engine for AI agents that uses fuzzy graphs and Hebbian-style updates to store user preferences with near-zero LLM calls. The repository highlights editable user-owned memory, flat token usage, outcome-based reinforcement, and deployable plumbing via REST and MCP.

Sana is an object-storage-native search database for vectors, full-text search, and attribute filters. The repo describes durability, indexing, backends, operations, and quick-start commands for running the service or demo.

Appaca is an AI workspace for operators that lets teams build internal tools, custom workflows, and specialized AI co-workers by chatting with AI. The page shows examples across sales, finance, marketing, HR, ops, product, engineering, and IT, plus support for knowledge bases, built-in storage, automations, and integra

A local Rust CLI for A/B testing two CLAUDE.md files against a fixed SWE-bench Lite smoke set, with doctor, run, and report commands.

NakshGuard is a self-hosted reverse proxy for OpenAI and Anthropic chat APIs that detects and blocks runaway AI agent loops before they waste tokens or API spend. It includes per-agent session tracking, configurable thresholds, shadow mode, and hot config reload.

KINETK is an AI infrastructure product that turns social-web content into a real-time IP graph for creators, communities, and narratives. The site highlights an API and MCP for agents, multimodal embeddings, and a query layer for grounded retrieval.

A local-first, privacy-preserving usage meter for AI coding tools. It reads local transcripts to estimate token usage, cost, focus time, and achievements across tools like Claude Code, Codex, Kimi, and Qwen CLI.

git-lrc is a Git-based AI code review tool that runs on commit and surfaces risk categories, inline findings, and a summary deck for each review.

A tiny single-tasking DOS clone written from scratch in x86 assembly, built to boot and run period games in emulators. The repo includes a detailed README, build instructions, docs, and automated QEMU regression testing.

Local-first governance layer for AI systems that monitors prompts and responses to block secrets, PII, and runaway LLM spending before requests leave the machine.

Python library for managing LLM conversation history with cache-friendly message ordering, dynamic context, and compaction.

Blue41 is an enterprise risk control platform for AI agents. The site says it monitors agent behavior in production, detects prompt-injection-style incidents and unauthorized activity, and helps teams control sensitive workflows and compliance risk.

Chrome extension that tracks major AI companies, pulls in AI news and research, and generates daily summaries with Gemini, including language-aware summaries and article deep dives.

A Blue41 case study on how a banking AI assistant could be abused through indirect prompt injection, and what mitigation layers help reduce the risk.

Chrome extension that brings AI coding help directly into the browser for debugging, code explanations, security reviews, and solution generation.

A macOS desktop shell where apps are generated by Claude into interactive HTML mini-apps, with local system features like windows, dock, file storage, notifications, and persona-based themes.

Lathe generates multi-part, hands-on technical tutorials from prompts and provides a local UI plus CLI workflow for working through them with LLM-assisted skills.

Jo is a secure programming language designed to help catch prompt injection and other unsafe behavior at compile time by enforcing explicit capability boundaries. The repository shows the language’s security model, code examples, installation flow, and current project status.

AI-native workspace for writers, bloggers, and lifelong learners. It combines source collection, an idea map, AI-assisted exploration, and a focused writing editor designed to support long-form thinking.

A Python filter layer for LLM apps that evaluates responses against a Lean-verified Scherf logic backend and can pass, flag, correct, or block output.

A local Go tool that turns encrypted iOS WhatsApp backups into a searchable workspace for AI agents, with OCR, transcription, and SQLite/FTS5 indexing.