#mcp

One CLI for all your robots. Connect them, command them, and let them work together, each with an LLM for a brain (Claude, OpenAI, Gemini, Grok, or local via Ollama or vLLM), VLAs for arms and decision LLMs (Jev, Laya, Kev). Drives Microduck, Open Duck Mini, LeRobot, XLeRobot, AlohaMini, ToddlerBot, or any ROS 2 base from a laptop, offboard.

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

AI-first CLI for Semaphore CI/CD. 80+ tools, embedded MCP server, JSON output

Open-source workflow engine for AI agents. An agent calls Realm over MCP, or realm agent drives a model from the CLI. Steps run in order, agent answers are checked against the schema a step declares, human gates pause the run until answered, and each finished step is recorded.

Model Context Protocol (MCP) server that provides AI agents with searchable access to any markdown content through resources and an embedded full-text search tools.

A process manager written in Rust, and a pm2 alternative: one supervisor daemon keeps a flock of long-running processes alive on Linux, macOS and Windows

Shopl&Hada Web share packages

Magg: The MCP Aggregator

AI-powered product lifecycle orchestrator — takes a product idea from intent to shipped code through agent-driven pipelines (Claude + Codex) with human gates, postconditions, and auditable traces.

A MCP server that bridges TestDino with AI agents such as Cursor and Claude. Navigate test results, analyze failures, and manage test cases through conversational commands.

Tidewave for JavaScript (Vite/TanStack Start)

Local-first control plane for AI coding agents: repo memory, verification, sessions, and dynamic workflows.

a Testing framework for MCP servers

Appium driver for Windows desktop UI automation — supports UWP, WinForms, WPF, and Win32 apps via Windows UI Automation APIs.

Static security scanner for AI agents, MCP tools, and LLM applications. Detects OWASP LLM Top 10 risks, unsafe tool use, prompt injection paths, secrets, and AI infrastructure misconfigurations. Zero runtime dependencies.

ztrack: evidence-gated task tracking for AI agents

No repository description published.

Terminal coding agent with durable memory, hash-gated skill trust and a 61-task eval harness. Works with any OpenAI-compatible backend (GLM / DeepSeek / Qwen / Ollama).

EasyOCR's accuracy, Rust's speed and footprint — CRAFT + gen2 CRNN OCR over ONNX, as a library, CLI, and MCP server.

MCP server for Helm package manager

the trust layer for agent memory

X-ray vision and hands for AI agents inside Tauri apps — DOM, IPC, Rust backend, and database through one embedded MCP server. 35 tools. Zero production cost.

MCP server for Nano Banana AI image generation and editing via Ace Data Cloud.

MCP server for ByteDance Seedream image generation and editing via Ace Data Cloud.

Semantic memory for AI agents — local-first MCP server with hybrid search, governance, and consolidation

Open-source TypeScript framework for persistent human-agent collaboration, with shared artifacts, human approvals and controlled execution on your infrastructure.

AI trading brain for crypto perps — composite signals, funding rate arb scanning, and market regime detection via MCP

Self-hosted MCP server that makes your Obsidian/markdown vault searchable — text, PDFs, Office docs, images, audio — from any MCP client. Hybrid retrieval over a typed, governed corpus, sub-second at 50k notes; your files stay plain markdown.

Headless, client-neutral MCP server for governed SAP ABAP development through ADT

Model Context Protocol server for DeepSeek's advanced language models