#ai-agents

Orchestration for Python data pipelines, without the platform. A fast Rust core drives flows, schedules, backfills, retries, and a live UI. Agentic-ready: MCP tools, agent-attributed runs, human-in-the-loop approvals. One wheel, no runtime dependencies.

toaster-ready — a CLI that scores how ready a repo is for agents and humans to ramp up on (binary: toaster).

🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.

Open-source session gateway for coding agents: BYOM, durable replay, multi-client sync, ACP bridge

Git-backed coordination for autonomous agents: typed requests, versioned contracts, lifecycle state, and verified handoffs—no hosted server.

Create, Evaluate, and Connect AI Skills

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A desktop pet for ai clients, inspired by codex desktop pets.

Laravel-aware static analysis for the debt AI coding agents leave behind. 24 rules, git-diff review, a Rector and Pint fix pass, Pest expectations, CI annotations, agent rulesets and an MCP server. Deterministic, local, no LLM.

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Claude Code Skills, Agents & Plugins — UitKit

Python SDK for Niadra: shared customer memory for every AI agent in a company. Context before the model call, history, tools and MCP.

Markdown-defined provider-backed agents and deterministic workflows for ACP runtimes.

A local, filesystem-backed project manager for humans and agent teams.

Claude Code plugin marketplace: the bitranox skill collection (82 skills) plus a self-improve Stop hook. Skills invoke as /bitranox:<skill>.

Orchestration under Claude Code on herdr: flows an agent cannot skip, jobs on a clock, threads with claims, and a forum agents search later

Serve any Streamlit app as an MCP server — agents drive it natively, no browser automation.

Carves your agent's tool outputs down to what matters. Never cuts what doesn't come back.

The composer create-project starting point for a Milpa app: a runtime where every capability is a declared Operation, reachable from the terminal, from MCP and from a TUI at once.

AI tool-execution runtime for the Milpa PHP framework — registry pipeline, #[Tool] attributes, policy gate, human verification. Apache-2.0.

Terminal session manager for AI coding agents (Claude, Gemini, Aider, OpenCode). Built with Go + Bubble Tea.

Lightweight TUI dashboard for Claude Code token usage, agent sessions, and system resources. Go.

Booboo — the unified operational brain. Wiring + knowledge + memory + agents + crons fused into one rooted, queryable 3D graph. REST + MCP + million-node 60fps viewer.

A schema-first GraphQL MCP server that avoids the 1MB introspection limit via typeNames/typeDepth scoping — built for federated topologies.

Claude Code Chrome extension — runs the real Claude Code CLI locally, with the chat in your browser's side panel. Claude gets browser tools over MCP (DOM, console, network, screenshot, click, type) plus an on-page design toolkit. Local only, no telemetry.

Sawmill — MCP server for AST-level multi-language code transformations

Redmine CLI in Go, built for two callers: a developer at a terminal and a coding agent. Ships an embedded Claude Code skill and machine-readable output.

File-first memory runtime for AI agents — versioned, portable, and always there when the next session starts.

The official Go SDK for the Bird API: email, SMS, WhatsApp, verification, and Realtime on one typed client.

Guarded x402 client for Solana transaction diagnosis, simulation, token risk, and budget-capped live priority fees.