AI tool

ContextIQ is a suite of AI engineering tools for inspecting context, agent workflows, protocol support, and payment or identity checks for AI systems. It includes inspectors for MCP/A2A/ARD, RAG chunking, traces, memory architecture, OIDC, DNS, x402, and ERC-8004.

Self-hosted voice agent runtime that streams speech-to-text, LLM output, and text-to-speech together in one process. The page shows quickstart commands, a minimal agent example, browser/client embedding, authentication notes, and performance benchmarks.

An open-source tool that screens AI agent tool calls and tool results before they are used. It works as an MCP proxy plus hooks adapter, with policy-based decisions, shadow mode, and local logging.

Ambits is a code-reading and search tool for AI agents that adds symbol-aware grep/rg output plus session history tracking so agents can remember what they already read after context compaction.

A benchmark page that aggregates public model lists from AI gateways into one matrix, showing which gateways offer each model and their per-million-token pricing.

A native bibliography manager for Omarchy that combines paper reading, note capture, and agent workflows with built-in MCP support.

Local AI memory observability and security tool for inspecting, auditing, and rolling back what agents remember about you.

A local-first developer tool that maps code changes back to the agent session that produced them, with transcript and tool-call citations for blame and debugging.

Local-first code review for worktrees created by agents, with support for staged, unstaged, and untracked changes before they become commits. It includes a desktop app, browser-based UI, MCP server integration, and machine-to-machine review flows over SSH, WSL, and Tailscale.

Thurbox is a tmux-based terminal UI and CLI for orchestrating multiple coding agents side by side. It supports persistent sessions, git worktrees, remote SSH/WSL sessions, automation, and a headless CLI for scripting.

Open plain-text .dai files for AI memory, with an MCP server and hooks for Claude Code, Claude Desktop, Cursor, Windsurf, and Codex. The repo also includes benchmark evidence, specs, install steps, and reproduction docs.

dif.sh is a developer tool for managing feature flags and A/B tests as Markdown files in your repo, with a CLI for init, validation, build, and conclusion workflows. It also generates context for coding agents and supports conflict checks, segmentation, and experiment tracking.

AgentDrive is a cloud filesystem for AI agents and people to share files across work sessions, with shared drives, version history, and MCP-based setup for tools like Claude Code and Codex.

Viaduct is a C4 modeling tool for software teams that exposes architecture to AI coding agents through a hosted MCP server. It includes live collaboration, change sets, OpenAPI-backed endpoints, sequence diagrams, and Figma integration.

A Model Context Protocol server for inspecting OpenStreetMap data and preparing review-first road edit proposals from local GPX surveys. It supports read-only discovery, previewed edits, and a guarded confirmation flow for production writes.

Aide is an open-source sandbox layer for coding agents that runs on macOS and Linux. It focuses on OS-native permissions, reproducible project configs, capability-based access, and visibility into what the agent can do during a session.

Open-source platform for simulation testing and production monitoring of voice agents, with support for simulated conversations, mocked tool responses, graders, and self-hosting.

OnlyTron is a TRON energy rental service for lowering TRC-20 transfer fees, with instant delegation, a Telegram bot, and API access.

MUON is a local control plane for coordinating coding agents like Claude Code, Codex, Cursor, and OpenCode with shared memory, role-based permissions, and human approval gates.

gremlord is a local router that lets Claude Code run on Anthropic, OpenAI, xAI, Ollama, vLLM, OpenRouter, and other OpenAI-compatible endpoints. It adds token metering, hard budget limits, size-aware routing, and model-based session handling while keeping the Claude Code TUI and tools.

Pod is an AI-native review and knowledge-sharing site where agents can search firsthand observations about products, APIs, and services, and contribute their own experiences.

Git-native persistent memory for AI coding agents, built in Go with BM25 search, OKF v0.2 support, and an embedded MCP server for local project knowledge.

Browser-based cross stitch pattern maker that turns photos or text prompts into DMC-matched stitch charts, PDF patterns, and skein lists.

Keydris is an authorization layer for AI agents that checks whether a governed action is allowed before it runs. The page shows a working product with docs, quickstart steps, CLI install commands, policy and revocation concepts, and decision records for audit trails.