#ai-tools

Operations substrate for AI agents that use real software: 311 sites/tools, logged-in browsers, desktop apps, local tools, MCP, policy, evidence, AgentEnvelope v2, and self-repair.

Use existing brand guidelines with AI. Turn websites, PDFs, and Figma into a portable .brand runtime through MCP.

MCP server for AWS infrastructure analysis — DynamoDB, Lambda, SQS, SNS, S3, API Gateway, PostgreSQL, MySQL, MongoDB, Kafka & IaC drift. Works with Claude Code, Cursor, and GitHub Copilot.

Ollama model provider and utilities for adk-go

Maintainability checks and repair-loop diagnostics for AI-assisted Python repositories.

Universal command-line tool for managing iOS and Android devices, simulators, emulators and apps

Aiden — Autonomous AI agent that operates your computer with prompts: browser control, terminal execution, workflows, tools, recovery systems, and persistent memory. Built solo. AGPL-3.0.

Kronk model provider and utilities for adk-go

Multi-Provider AI Gateway - No personal logs by design. Model autodiscovery, Failover groups, High availabilty, Android companion app, and more. "Because we have LiteLLM at home"

Agent Knowledge Manager (akm). A CLI tool to manage AI agent knowledge, memories, skills, and more.

MCP server for AI coding agents - gives Claude Code, OpenCode, Cursor, and Codex CLI structural understanding of your codebase: symbol graph, blast radius, semantic search, conventions.

World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588

RushDB is a graph + vector database and memory layer for AI agents. Push any JSON, get typed, searchable, relationship-aware records back — no schema, no migrations. Built on Neo4j.

Salesforce DevTools — CLI, VS Code extension, sf plugin, MCP server, and web dashboard for Salesforce DX deploy, test, org health, and release management. AI-optional, CI-ready.

Define AI agent roles in YAML and run them anywhere: CLI, API server, or autonomous daemon

MCP server for Atlassian Confluence — search, read, create and update pages via Claude / Windsurf / any MCP-compatible AI client. Supports Cloud and on-premise (Server/Data Center).

An AI SDK for building agents and tools in Laravel applications

Named CODEX_HOME profiles and ChatGPT Desktop windows with separate local state, without copying tokens

A command-line tool that injects credentials to curl requests to known public APIs.

Ultra-fast token & cost tracker for LLM Token Usage (e.g. Claude Code)

Local UI for Beads — Collaborate on issues with your coding agent.

MCP server for EasyEDA Pro: PCB inspection, BOM sourcing, manufacturing export, and AI-assisted hardware review.

LLM-managed personal knowledge base. Auto-extracts from git repos, Claude Code sessions (via ccrider FTS5), and iMessage bookmarks. Cross-project, qmd-indexed, runs on cron

Persistent memory for AI agents

Free, open-source MCP server giving AI assistants 17 weather tools — a one-call weather summary plus forecasts, alerts, air quality, marine, radar, lightning, rivers, wildfires, and historical data back to 1940. Ask by city name or coordinates. Built on free public APIs (NOAA, Open-Meteo). No API keys, no signup.

MCP C++ SDK - Model Context Protocol implementation in CPP with enterprise-grade security, observability and connectivity.

Agent for Software Developer Team (opencode)

enola - MCP Architectural Snapshot Server and Knowledge Graph

How real engineers run Claude Code and Codex: spec-driven planning, enforced TDD, persistent memory, and quality enforcement on all levels. Make your agents production-ready.

The complete toolkit for building AI agents in JavaScript. Lightweight core, React & Terminal UIs, autonomous runtime, tools, skills, memory, RAG and observability. Plug-and-play from chat UI to full agents.