Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.
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Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
The official Rust SDK for the Model Context Protocol
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
The official Ruby SDK for the Model Context Protocol servers and clients.
The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.
Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or remote AI models.
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
YC (S26) | Open Computer History | Record your screen continuously locally and provide context to your agents (Claude, Codex, Openclaw, Hermes, Runner...)
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code I
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
The fastest path to AI-powered full stack observability, even for lean teams.
[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MCP/Docker/Zotero
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks from beginner to power user!
AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you want Mobile, Web, Desktop. Designed to work well with your own Claude subscriptions and an
🔌 A curated list of OSINT MCP servers. Pull requests are welcomed!
The open-source Render alternative — AI-native. Git push → build → deploy on your own infrastructure; agents are first-class users.
MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (visual & semantic snapshot) and high client side customization adaptable for any Flutter app. Nowadays
Self-hosted AI agent harness in a single Go binary — writes, sandbox-tests and repairs its own tools, and lets Claude Code, Codex and any MCP client build and share them.
JavaScript OCR and text extraction for images and PDFs.
Open-source control plane for AI coding agents — run, monitor & orchestrate dozens of parallel Claude Code, Codex & Gemini sessions from one web dashboard or your phone. Self-healing, single-file, tmux-native.
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universal LLM connector. Supports OpenAI, Claude, Gemini, Ollama, and more. Delphi 10.4+ (limited), full suppor
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.
28 plugins and MCP servers for Claude Code — TDD, multi-agent orchestration, iterative refinement, binary RE, structured decisions. Install any skill in one command.
Self-hosted AI roleplay chat platform you run on your PC or personal server, forked from Risuai
Write HTML. Render video. Built for agents.
Open-source MCP server for secure, low-latency cloud-browser automation on Kernel.
X (Twitter) Scraper API and X API Alternative. You do not need an official X developer account. You do not need to connect or use an X account for supported scraping. Not affiliated with X Corp.
Every meeting, every idea, every voice note, searchable by your AI. Open-source, privacy-first conversation memory layer.
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster t
Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document analysis. No API keys. No in-server LLM. Str
Telegram MCP gateway for AI agents: 8 tools, multi-tenant HTTP/stdio, MTProto
MCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source, pluggable into any model.
Mac Agent for macOS 26: the agentic AI harness for your Mac Desktop. Computer use, automation, scripting, coding, and more. Powered by 18+ providers across local and cloud LLMs.
A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.
토스증권을 AI 에이전트와 터미널에서 다루는 도구. CLI 와 MCP 서버로 계좌·시세·주문은 물론 웹앱 전용 기능(수급·AI 시그널·스크리너·배당)까지, JSON·CSV 구조화 출력으로 AI 도구·자동화에 바로 연동.
Stateful SageMath MCP server: 37 tools for symbolic math, algebra, number theory, graphs and plotting. A persistent Sage session per client, an AST policy in front of it, and a hardened container as the real boundary.
Track work, verify results, carry memory, and sync tools across coding agents. Local files, no daemon.
AI governance infrastructure for agentic systems. Rust library behind systemprompt.io — MCP, A2A, OAuth2, audit trails, compile-time extensions. Evaluate with systemprompt-template.
🛡️ The security firewall for AI agent tools & MCP servers (Claude, GPT-5.6, Gemini 3.7, Antigravity, Cursor, Codex, Hermes). Catch command injection, secret theft & toxic flows in <50ms. 100% offline Rust SAST + 1-click
Memory for coding agents — Claude Code, Codex, Cursor and 17 others. Indexes the sessions they already wrote to disk, including months from before you installed it, and recalls them in any of them. No LLM, no embeddings,
Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Python bindings; powers yantrikdb-server (HTTP
Project Management for the agent era
Autonomous agent framework with structured memory, safety hooks, and loop management. Built by the agent that runs on it.
Free MCP servers + Claude Code Skills for MSP tools - PSA, RMM, backup, M365. Local-first: your data never leaves your network.
vs-punk: ADT to MCP bridge - Vibe code in ABAP / AMDP
台灣法律 MCP 伺服器 + CLI（免費、免註冊、免 API key）：2,250 萬筆裁判書、行政函釋、憲法法庭裁判，附引用查核。Free Taiwan legal MCP server for Claude/ChatGPT/Codex — bring your own LLM, retrieval-only.
AI-powered CLI coding agent with 20+ built-in tools, MCP support, and multi-model providers
Open-source AI agent firewall for MCP security and agent egress. Scans mediated HTTP, MCP, A2A, and WebSocket traffic for exfiltration, SSRF, and prompt injection, and emits mediator-signed action receipts: verifiable au
Apps small enough for AI to hold whole. ObjectStack turns the whole app — data model, UI, workflows, permissions — into typed metadata: a complete CRM in under 150k tokens, one context window. Agents read it whole, reaso
Structured file edits for AI agents (JSON/YAML/TOML, markdown, AST, dry-run, MCP). Not a generic filesystem MCP.
Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.
Browser automation, one binary. The simpler alternative to Playwright — no Node, no Python, no runtime. Library, CLI, MCP server, and chat UI for any AI agent.
Trace-native CI/CD for AI agents — production failures become regression tests that block the PR. Auto-detect, cluster, freeze into hermetic cases, replay in CI for $0.
Open-source, self-hosted control plane for OpenClaw and Hermes AI-agent fleets on Docker/Kubernetes — REST, CLI, and MCP.
🐨 Your assistant's home — the memory, keys, code, and automations your AI agent keeps, portable across every MCP host. Built on Cloudflare Workers.
🚀 Launch a local server with ease using MCP Server for instant backend and interface setup, all with a single double-click.
An AI chat proxy with universal tool access, protocol conversion, load balancing, key isolation, prompt enhancement, centralized MCP hub, and built-in WebSearch & WebFetch — more than an AI assistant for chat, translatio
MCP server for Filevine — full API coverage for legal case management.
Local Figma MCP server with no REST rate limits, no metered tool-call quotas, and a verification loop. Drop-in alternative to Figma's Dev Mode MCP and Framelink for Claude Code, Cursor, Windsurf — works on every plan inc
Self-hosted iOS & Android simulator streaming for the whole team
DeepSeek Harness (DSH) ecosystem: curated plugins, tools, and infrastructure from dsh-external/hub and the public dsh-plugin topic.
Persistent, local memory for developers and their coding agents. Records commands, output, errors, and the fixes that worked into SQLite and serves them over MCP.
The ultimate, ever-expanding Swiss Army Knife for the UEFN Python API (358+ tools registered across 55+ categories). Automate world-building, manage assets, generate boilerplate Verse code, and control the editor with AI
MCP server for Roblox Studio runtime debugging, playtest control, screenshots/input, multiplayer testing, and per-peer server/client eval from AI agents.
80 composite editor-automation tools for UNIGINE 2, exposed to AI agents via a companion MCP bridge that sits alongside UNIGINE's own official MCPBridge Plugin.
One persistent MCP terminal your AI drives — and launches other coding agents (Codex/Grok/Composer) into. SSH, containers, and REPLs nest as text you send in. tmux-backed, token-reduced reads, headless over MCP.
Portfolio analytics analysis for OptionsOmega portfolio back tests
A universal, atomic library of mathematics and tools for agents to compose them.
102 composite editor-automation tools for Unity, exposed to AI agents through Unity's own official MCP bridge.
The most comprehensive, curated collection of MCP servers with ready-to-use configurations
The first open source email gateway for AI agents — SPF/DKIM verified inbound, HMAC-signed delivery, webhook + WebSocket fan-out, CLI + SDKs + MCP
MCP server for AI-to-AI collaboration — bridge Claude with Gemini, Codex, and other LLMs for code review, second opinions, and plan debate
Lightweight orchestration harness built for your AI agents. The unfiltered truth about where your project stands.
Full-stack TypeScript framework built for AI agents: typed server and client with no codegen, multi-runtime, multi-framework SSR, and zero-JS islands.
MCP server for MyCase — gives Claude full access to your law firm's MyCase account.
MCP server for Bill4Time — API coverage for legal billing and time tracking.
MCP server for Actionstep — full API coverage for law firm practice management.
MCP server bridging Claude Desktop to QuoxCORE — 130+ infrastructure tools, 5 resources, 4 operational prompts. Install with one .mcpb double-click.
Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Mac/Windows that provides a durable state, MCP control, and BYOK with full autonomous browsing. Use with Hermes Agent, OpenClaw,
Guarded, recoverable WordPress MCP automation for Elementor, Gutenberg, WooCommerce, content, and code - with backups, validation, and audit trails.
Bidirectional stdio ↔ HTTP gateway for MCP servers — connect clients to remote servers or publish local servers
MCP server for Smokeball — full API coverage for law firm practice management.
MCP server for Rocketmatter — full API coverage for legal practice management.
MCP server for LawRuler Legal CRM.
MCP server for Cosmolex - full API coverage for law firm practice management.
MCP server for the Ultravox voice AI platform
MCP server for Synthflow Voice AI
MCP server for CloudTalk — call center management, agents, contacts, and analytics
Daily AI ecosystem digest from 10 sources (GitHub, ArXiv, HN, HuggingFace, Product Hunt, Dev.to, Lobste.rs). Bilingual ZH/EN reports via GitHub Actions.
Smart Promise Tracker AI 2026 – Commit Memory Engine
EDD MCP Server: Easy Digital Downloads API for Sales, Analytics & Products 2026
Open Source AI Expert Agent Bridge for Cursor 2026
本地优先的 AI 求职 MCP Server：一句话搜索 BOSS直聘、猎聘、智联、前程无忧，按简历排序并追踪新增与已投岗位。
Open-source MCP server for coordinating multiple LLM agents in shared rooms with persistent transcripts and semantic search
The local-first sidebar AI agent for ComfyUI — runs on your own Claude OR ChatGPT subscription (no API keys, no extra LLM costs). Drives your live graph: edits, workflows & installs in natural language. The panel UI for
Equity comp tax (ISO/NSO/RSU/QSBS), concentration, and hedging optimizer. MCP server + REST API with federal + 50-state + DC tax code, multi-year horizons.
Personal-use MCP server that gives Microsoft 365 Copilot real hands on your own laptop: files, Python, Office, SQL, Web. 100+ tools, autonomous relay, easily extensible, no extra licences.
🎯 告别信息过载，AI 助你看懂新闻资讯热点，简单的舆情监控分析 - 多平台热点聚合+基于 MCP 的AI分析工具。监控35个平台（抖音、知乎、B站、华尔街见闻、财联社等），智能筛选+自动推送+AI对话分析（用自然语言深度挖掘新闻：趋势追踪、情感分析、相似检索等13种工具）。支持企业微信/个人微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 推送，1分钟手机通知，无需编程。
MCP server for Google Play Console — 169 tools for releases, Android vitals, earnings, ASO and store assets. Confirmation gate on destructive writes. 100% test coverage.
🚀 Discover and explore a curated list of MCP servers, tools, and resources for AI assistants, enhancing your development and productivity.
Provide ready-to-use plugins, hooks, and commands to enhance Claude Code sessions with data mining, automation, and integration tools.
Self-hosted, markdown-first memory for LLM agents across devices and sessions
Computer-use layer for AI agents on Windows and Linux. Drive any desktop app in the background without stealing focus, with every action verified. MCP server + CLI + REST API.
Non-custodial RWA + yield service for AI agents on Solana. 10 MCP tools — compare yields, quote/buy/sell tokenized US stocks (Backed xStocks) and Ondo USDY treasuries. User signs in their own wallet.
🥾 _b00t_: state of the art agentic harness tooling & dynamic context initialization
Local-first, deterministic verification layer for AI claims, memory writes, and risky actions.
NENRIN: tree rings for AI facing services. Bitcoin-anchored public ledger, open witnessing, and an MCP server for verifiable Japanese construction estimates. The operator cannot delete a valid record.
Auto-updated leaderboard of trending claude-skills and AI agent repos, refreshed every 15 minutes
The official client for the CELLO protocol — MCP server and native adapters for OpenClaw, NanoClaw, IronClaw, ZeroClaw, and other agent variants
Model-based engineering runtime: an OWL-backed graph with vector retrieval, typed constraints and MCP integration, so engineers, CI and LLM tools reason over one versioned model. Rust + React. Apache-2.0.
Curate and access MCP servers and tools tailored for Korea’s legal, commerce, public data, finance, and real estate sectors.
Connect ChatGPT Web to DSH through OAuth + MCP, exposing DSH-native tools, skills, policies, and community extensions.
🛡️ Agent-native AI tool security scanner. Scan MCP/Skill/GPT/Prompt for security risks. 4-dimensional scoring. Certified badges. Guardrail MCP for auto-protection.
Evoflux is an open-source, local-first workspace where AI agents build software, conduct deep research, automate browser tasks, and collaborate in parallel. Connect any model, keep control of your workspace and data, and
The foundational SDK for algorithmic AI orchestration. The central nervous system powering the Enchanter ecosystem with native MCP support.
Open-source security scanner with first-class AI app security (prompt injection, embedding leakage, agent over-privilege, MCP hardening). Polyglot AIBOM, SARIF, SBOM. Cosign-signed plugin marketplace. Offline-first, agen
Build a calm, gradient progress bar for Python terminals with eased motion and refined typography.
Ultimate AI Starter Bundle v7.x.x - multi-provider skills/MCP/plugins (Claude, Codex, Grok, Kimi, Hermes) + optional full Skyrim SE/AE modding stack. Not Skyrim-only. Ships codebase-memory indexing discipline: index sour
Roslyn-based C# (.NET 10) linter for AI-readability rules, with an MCP server exposing 20 solution-analysis tools (symbol search, dependency graph, duplicate detection, lint status) for coding agents (Cursor, Claude Code
Lifecycle marketing in Claude — 80 skills and 130 tools: email render QA, deliverability, segmentation maths, MJML, and Braze, Iterable, Klaviyo, Mailchimp, Customer.io and Salesforce Marketing Cloud. Free, no licence ke
🕒 Explore how to build a .NET MCP server and client to interact with server-side tools and leverage Ollama for dynamic response generation.
Pick-and-copy AI engineering roles, rules, skills, safety gates, and MCP connectors for real software repositories.
DeepSeek Harness 通用 MCP连接器、连接管理与扩展市场：连接 MCP Server，发现工具与 Prompt，扩展 AI 技能；支持 OAuth/PKCE、API Key、JSON 导入。由企查查（Qichacha/QCC）团队发起维护。General-purpose MCP connector, connection manager, plugin, extension and integration marketp
Coldrig — cold email infrastructure run entirely by your coding agent (Claude Code / Codex / Cursor / Cline). One token, 28 intent-level MCP + HTTP tools and an npm CLI: domain purchase, mailboxes, warmup, sequences, rep
🚀 Connect Burp Suite MCP Server to multiple AI backends with practical guides and templates for safe, real traffic analysis.
MCP server where AI agents discover, verify, message and book appointments with small businesses - pay per call in USDC on Base (x402, no signup; reads free, writes paid). 14 tools, built-in TCPA/GDPR/CASL compliance gat
🚀 Scaffold a production-ready Model Context Protocol (MCP) server in seconds, complete with TypeScript, validation, and CI-ready templates.
Reimagine browsing as agentic - driven by the AI agent you already run, in your own logged-in browser.
MCP server for Keou Studio — generate product images, video, voice and format packs from any Claude chat. Bring your own key, MIT.
Servidor MCP no oficial de solo lectura para la consulta pública de causas del Poder Judicial de Chile.
MCP server for the League of Legends client: LCU REST, live event stream, and client DOM/JS access as nine tools
Enterprise Jira Project Health Auditor — MCP Server for Claude Desktop
AI-agent-native low cycle fatigue strain-life analysis. Python library plus MCP server: reduce strain-controlled test data, fit Basquin, Coffin-Manson, and Ramberg-Osgood models, predict life with mean-stress corrections
🛠️ Curate and enhance your coding skills with Claude Skills Vault, a collection of commands and MCP server guides for efficient development.
Ultimate Multi-Agent OS for Autonomous AI NPCs 2026
Self-Hosted Mobile Device Streaming for QA Teams 2026
🚀 Deploy n8n quickly with a full stack using Nginx and Docker Compose, making automation accessible to everyone.
Secure, observable MCP gateway with server discovery, policy enforcement, rate limiting, audit logs, and multi-tenant control plane.
Self-hosted Gunpla/plamo collection & build tracker — Docker Compose, Kanban build pipeline, and an MCP server so you can manage it via Claude or ChatGPT.
Local-first semantic-memory and knowledge-graph server for AI agents. Rust + hybrid RAG retrieval, temporal facts, human-in-the-loop governance, append-only audit chain. Self-hosted, offline-first, zero per-query cost, n
Leave/PTO management server for the Model Context Protocol — pure accrual domain (DDD, Clean Architecture) exposed to AI clients via the official Microsoft/Anthropic C# SDK; 253 tests incl. protocol-level integration
Local-first terminal AI coding agent with resumable sessions, memory, Skills, MCP, and DeepSeek/OpenAI Codex support.
AI Robotics Demos 2026 - VLM Policies, MCP Skills & HTML Reports
Auto-updated index of MCP servers shipping on GitHub, refreshed every 15 minutes
禅道(ZenTao)MCP server for Claude Code：查bug/看截图/加备注/解决/指派，session-cookie 登录，零依赖纯 Node
Claude Code ZeroClaw Pro 2026: AI Multitool & CLI Router for Claude SDK Subagents
Verify AI outputs in real-time to ensure code and data accuracy before execution with this Model Context Protocol server.
Base MCP Server: AI Agent Crypto Airdrops 2026 🚀 | Free & Secure
Ultimate AI Spellbook Workflows 2026 – Build Multi-Platform Skills & Automation
Autonomous Web Agent Toolkit 2026 - AI Browser Automation for Testing & Scraping
Unified memory context system for Claude Code via MCP
Download Sol's RNG Script 2026 for Windows – automate gameplay, secure event wins, and boost session efficiency with this high-performance toolkit.
Best Immich Photo Manager Alternative 2026 - AI Search & Geographic Albums
Agent Search 2026: Best AI-Ready Site Indexer & MCP Tools 🚀
TickTick CLI Mastery 2026 - Ultimate Task Manager, MCP & Skill Hub
Webasyst MCP Server 2026: AI Tools for Apps, Plugins & Themes
🚀 Master Claude Code Skills 2026: AI-Powered PR Reviews & Security Audits
Spectre AI 2026: Next-Gen OSINT Engine & Autonomous Graph Disambiguation Toolkit
Enterprise AI Guardrails 2026 🛡️ - MCP Security & Orchestration Toolkit
Unofficial Codex-First MCP for Webasyst 2026 – Apps, Plugins & UI Audit Tools
Scraper, hybrid BM25/vector retrieval, MCP server, and a multi-hop agent client over the Pathfinder 1e ruleset. Measured end to end.
Daily, plain-language GTFS quality scorecards for small transit agencies: the current grade, the three things to fix, and why each one matters. More than 2,100 curated feed records across 40+ countries, rescored every da
Ultimate AI Static Site Generator 2026 – Free No-Lock-in Build Tool for Claude & Cursor
Stacklit: AI Codebase Indexing 2026 – Zero-Setup Local Repo Mapping for Agents
The Art of Customer Validation: 2026’s Overlooked Startup Growth Filter
The Ultimate guide to PostgreSQL Optimization for AI Code Generation in 2026
AI Coding Memory MCP 2026: 20 Tools for Persistent Sprint & Decision Management
Standalone CORS-free GraphiQL desktop app. Enables hot-reloading GraphQL schemas in Claude Desktop via mcp-remote on the fly without restarting sessions.
V Sync AI Hub 2026: One Config for All Powerful AI Tools
7 Best AI Debugging Workflow Plugins for Developers in 2026 – Fix Your Code Faster
Subconscious Memory 2026: AI Coding Context Engine with Hybrid Semantic Search & MCP
Organize, secure, and find Claude Code skills in one vault for easy reuse
Connect LLM agents to your WireBoard analytics data using the Model Context Protocol for real-time and historical project insights.
Independent AI-governance measurement. We measure, sign and preserve the evidence; regulators and accredited bodies decide. Deterministic scoring anchored to frozen statute, Ed25519-signed results, published refutations.
Audit websites with this self-hosted SEO crawler. Connect LibreCrawl to Claude and perform unlimited technical audits without per-crawl fees.
Assistente pessoal com arquitetura de agentes inteligentes - Go/Wails/Svelte
Manage Claude Code MCP servers, skills, plugins, hooks, and config profiles in one desktop app
Agentic skill-economy protocol for AI agents — identity, reputation, escrow, and governance, live on Casper Testnet (Odra) and Stellar Testnet (Soroban ZK).
Production-grade desktop application for QEC research on Linux (AppImage & Debian). 17 decoders, 10 code families, hardware acceleration, and 85-tool MCP Server.
Learn MCP with practical projects for beginner to advanced use, connecting AI models, tools, and external systems
One MCP gateway for DNS, LDAP, TACACS+, RADIUS, mail, and NFS. YAML-configured lab services with ephemeral runtime — ready for integration tests.
Lunar Gateway 2026: Agent-Native MCP Security & Governance Hub for AI Workloads
Reddit Context Engine MCP Server for AI Research and Market Insights 2026
Live index of LLM evaluation tools and benchmarks, refreshed every 15 minutes from GitHub
Bridge WeChat to AI agents like Claude, Codex, and Gemini for automated chat replies and account management
Provide Go agent skills for cleaner, idiomatic code across Claude Code, Cursor, Copilot, and more with one install
Control TradingView Desktop charts and automate Pine Script workflows using Claude Code and the Chrome DevTools Protocol.
Enterprise OpenTelemetry APM — traces, metrics, logs, profiles on ClickHouse
💎 Automate Google Gemini Business registration, token refresh, and API integration into OpenAI, streamlining your workflow with robust multi-account management.
MCP server that adds LLM ability to search and index code using RAG
🎯 告别信息过载，AI 助你看懂新闻资讯热点，简单的舆情监控分析 - 多平台热点聚合+基于 MCP 的AI分析工具。监控35个平台（抖音、知乎、B站、华尔街见闻、财联社等），智能筛选+自动推送+AI对话分析（用自然语言深度挖掘新闻：趋势追踪、情感分析、相似检索等13种工具）。支持企业微信/个人微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 推送，30秒网页部署，1分钟手机通知，无需编程。支持Docker部署⭐
🧠 Ultimate AI Coding Agent 2026: Supercharge Your Dev Workflow for Faster, Cleaner Code
🛠 Master Claude Code with a complete guide on AI coding assistants, featuring agents, commands, skills, and rules to streamline your workflow.
Fast Connect Four engine in Rust with egui GUI and MCP server — play it yourself or let an LLM try
Production-grade desktop application for QEC research on macOS (.dmg & .app). 17 decoders, 10 code families, Apple Silicon/Accelerate support, and 85-tool MCP Server.
OpenTendril: A headless, biologically-inspired AI orchestration framework. Features a lean Go Stem, Branch-based capability zones, Tendril integration plugins, and isolated Sprout worker terrariums.
Blackwall is an autonomous Agentic Firewall designed to secure AI agents by actively intercepting execution flows before they reach external systems or the host OS. It leverages self-learning threat signatures, structura
Best AI Coding Agent Pipeline Builder 2026 – Plan-Forge Drift-Proof Execution Contracts
Connect Lark to the Model Context Protocol to bridge team communication with your local development environment.
Inspect MCP status with /mcp and manage MCP servers via Settings, with changes written to cordis.patch.yml.
Boost Claude Code with 20 power-user skills for session management, multi-agent work, testing, and better estimates
Official CBOWCRYPTEX Web3 community project focused on crypto innovation, AI tools, trading utilities, and blockchain growth.
Build smart Raspberry Pi projects using Python with Gemini protocol integration for efficient and lightweight network communication.
Live, open-source benchmark for comparing AI coding agents on real GitHub issues
Simplify terminal workflows with NAVIG, a Python CLI core that cuts admin chaos and keeps your command line clean and focused
A native macOS AI assistant that runs large language models fully on-device on Apple Silicon via Apple MLX (mlx-swift-lm). No server, no account, no cloud — your conversations and files never leave your Mac.
Voyagent is an AI travel planner powered by a LangGraph multi-agent pipeline — flight, hotel, itinerary, and report agents — that turns a plain-language trip request into a complete plan. It uses AviationStack for flight
Wanderpath Travel agents need an AI assistant to handle complex itinerary modifications, process flight upgrades, and check international entry requirements. However, the system cannot give the LLM raw database access to
2026 Ultimate AI Memory Stack: Local-First Rust MCP for LLMs
AI-Powered German Procurement Search Engine 2026 - OCDS Tender Matching & Company Profiles
Awesome agent projects in opensource, weekly update
MCP Server - SAP BW Modeling API
Skill pack for Jay, the Tekion DMS specialist agent at American Motors Group. Hermes Agent skills, sorted by usage, secrets redacted, auto-synced.
Control your Mac with Gemini voice commands to manage apps, files, web, Gmail, Calendar, and Google Workspace tools
Build pragmatic Go apps with an idiomatic, flat project layout guide for clean code, clear flow, and maintainable APIs
VS Code extension that connects AI agents to Azure DevOps — fetch work items, chat with LLMs, delegate tasks to coding agents
interactive & hardware agnostic SDK for lab automation
Main repository for the Modular Autonomous Discovery for Science (MADSci) Framework
Nominal's open-source library for hardware test instrumentation
Hardware integration testing system and lab automation for Fedora and RHEL
Espressif IoT Library. IoT Device Drivers, Documentations and Solutions.
The official Cross-Platform .NET SDK for DAQiFi wireless data acquisition devices. Contains the official MCP Server.
ARES OS 2.0 is a software suite to enable laboratory automation and fully closed-loop autonomous research.
Docs, Schematics, Factory Firmwares for ESP Development Kits
Go-based implementation of the Interchangeable Virtual Instrument (IVI) standard
itom core repository
Battery cycler management, data analysis and visualisation.
Fanpico: Open Source Programmable PWM (PC) Fan Controller
Control runtime for building things in the Physical AI space. Everything from self piloting vehicles to humanoid robots. Purposefully built to fuse LLM / AI control policies with your code
The official Windows desktop application for DAQiFi wireless data acquisition devices.
A high-level Hardware Abstraction Layer (HAL) for RF test stations with Digital Twin support, SCPI control, and async measurements.
Realtime data viewer and processor (in Python)
Hardware test automation: drive real instruments and embedded targets from your laptop or CI
Archived Keysight FieldFox VNA control scripts with exact originals and hardware-free regression checks.
A modular Python foundation for reproducible computational and autonomous laboratories. Alpha; the reference profile is simulator-only.
面向电子设计调试的轻量级 Python 自动测量台，支持 VISA/SCPI 仪器控制与多仪器实验编排。Lightweight Python measurement bench for electronics debugging, VISA/SCPI instrument control, and multi-instrument automation.
Universal Python library for SCPI test equipment: oscilloscopes, AWGs, power supplies and DAQ units over Ethernet, USB, GPIB or serial. GUI, browser lab gateway, automated reports, and hardware-free mocks.
SPARROW — Solar-Powered Acoustic and Remote Recording Observation Watch. An AI-enabled edge device for biodiversity monitoring with camera-trap imaging and bioacoustic recording. By Microsoft AI for Good Lab.
MCP server for Copper Mountain VNA automation via TCP/IP SCPI - The first VNA MCP server
MCP server for Rohde & Schwarz signal generators (SMW200A, SMBV100B, SGT100A, SGS100A, SMA100B, SMB100A, SMBV100A, SMC100A)
2017 Automation Engineering thesis: control-system modernization proposal for a SOLLAS 20 cellophane-wrapping machine.
MCP server for Rohde & Schwarz spectrum analyzers (FSW, FSVA3000, FSV3000, FPL1000)
12-well cell culture plate irradiation setup with a 3D-printed case, with 808nm IR lasers and LM2596.
Acquisition, control and safety software for a cryogenics laboratory.
scope-footswitch-trigger connects a dual footswitch via Arduino Nano to a PC and remotely controls an oscilloscope (Start/Stop, Single Shot, Trigger Mode switching, Screenshot capture) using a Python application over LAN
基于双 RDK X5 异构协同的材料合成 AI 预测与多机具身实验助理机器人｜2026 全国大学生嵌入式芯片与系统设计竞赛·芯片应用赛道·地瓜机器人赛题｜西南赛区一等奖·全国总决赛二等奖
MCP server for Rohde & Schwarz CMW500 radio communication tester
A Single Page Application (SPA) that communicates with USB devices using SCPI protocol via Web USB API.
CNN + multi-sensor fusion that sorts metal, plastic & glass for recycling - TensorFlow/Keras vision model on a Raspberry Pi + Arduino rig (~96% accuracy). Final-year capstone.
XtalPi is an AI-and-quantum-physics drug discovery and materials research platform company with headquarters in Cambridge, Massachusetts and major operations in Beijing, Shanghai, and Shenzhen, publicly listed on the Hon
Opentrons is a lab automation platform providing a REST HTTP API and Python Protocol API for controlling liquid handling robots such as the Opentrons Flex and OT-2. Developers can programmatically manage protocols, contr
Recursive Bayesian estimation, filtering, and tracking on Euclidean spaces and manifolds in Python.
Autonomous differential-drive robot that explores a platform and avoids driving off edges, using LIDAR + IR cliff-sensor fusion, a layered EXPLORE/AVOID/RECOVER behavior stack, and spatial hazard memory. Simulated in ROS
Environmental-test lab platform: SOP execution, ISO 17025 report generation, fixture tracking, and AI-assisted scheduling for temp/humidity chambers. FastAPI · React · SQLite · CI-gated pytest/Vitest.
Always-on-top Windows widget to control RIGOL DP800-series DC power supplies (CH1/CH2) over USB/VISA/SCPI, with an embedded MCP server for AI control.
Virtual Gas Meter for Home Assistant. A Home Assistant integration designed to estimate gas consumption using an average gas usage rate. It provides a virtual sensor that mimics a real-life gas meter by calculating gas c
Modular safety-first control architecture for a human-in-the-loop active elbow orthosis with EMG, IMU, simulation, and bounded ML. Researching how assistive robotic systems should determine appropriate assistance under u
Trilobio builds whole-lab automation for genetic engineering, synthetic biology, and life-science research — affordable robotics "built by biologists, for biologists." The platform pairs the Trilobot (a self-calibrating,
Onepot (onepot.ai) is a San Francisco-based startup building an AI-powered, fully automated custom synthesis platform for small-molecule drug discovery. It combines ultra-high-throughput lab automation in its POT-1 lab w
Semi-automatic calibration bench for DNK-25/DNK-M sensors: SCPI/VISA-controlled power supply and multimeters, automatic instrument discovery, PI current-loop controller, interactive Tkinter GUI
Interface gráfica moderna em Python (CustomTkinter) para eletrômetros Keithley 6517A/6517B: aquisição em tempo real, console SCPI e controle de alta tensão via NI-VISA/GPIB.
PulsePins provides a programmable timing core for dozens of digital pins, suitable for pulse sequences, triggers, multiplexing, and general lab ‘digital glue’
Fully featured demo firmware for the nRF54L15 Tag
Async Python client for Sartorius lab balances. Supports SBI and xBPI wire protocols over RS-232/USB with a unified high-level API, streaming reads, persistent SQLite sinks, hardware-gated tests, and a typed CLI. Strict
A prototype graphical user interface and control Linux application for PicoScope 2000A Series PC Oscilloscopes, written in Go and based on the Fyne widget toolkit and the PicoScope 2000A series SDK.
IVTrace — CLI + GUI app for automated I-V characterization of current/voltage sensors. Controls SCPI instruments via NI-VISA, auto-switches polarity via a relay board, exports CSV/XLSX/PNG. Self-tests gate every measurem
Labwright — the AI bench copilot that gets your numbers right. Verifiable LLM-driven wet-lab experimental design: the model proposes, deterministic calculators compute and verify every number. Organ-on-chip first.
Personal Claude Code skill collection — Keysight + RIGOL oscilloscope driver, more to come
Cenevo is an AI-enabled lab automation company (the maker of Labguru and Mosaic, formerly BioData) that helps scientists, research institutions, and biopharmas connect and automate the laboratory.
Robotics perception and replay engine. RGB+Thermal sensor fusion, invisible person detection, trajectory analysis, multi-modal training datasets.
Ginkgo Bioworks is a synthetic biology company founded in 2008 and headquartered in Boston, Massachusetts, that builds a horizontal platform for programming biology. Through autonomous laboratories, foundry services, and
Vivodyne is a bio-AI company working to make human biology computable through large-scale human tissue engineering. Its TissueDisk platform cultivates hundreds of self-assembling, vascularized human tissues on a single m
🔧 Explore iADC for dual-slope and integrating ADC designs, combining analog modeling, digital RTL, and lab validation all in one place.
Describe an instrument in YAML and this serves it over its real protocol. Your test software talks SCPI to a Keithley that doesn't exist. Built so you can try a test bench without owning one.
Open lab automation: YAML-defined wet-lab protocols for 96/384-well plasmid prep, sandwich ELISA, DNA extraction and VHH expression with nickel purification, plus hardware config and BOM
Closed-loop radiation measurement, mapping, planning, and robotic countermeasure simulation with Isaac Sim, Embree, ROS 2, and local LLM control.
特斯拉自动驾驶架构思想向自驱动实验室 SDL 迁移—— AI for Science 基础设施视角 | Transferring Tesla's autonomous-driving architecture ideas to Self-Driving Labs — an AI for Science infrastructure perspective
TetraScience is the scientific data and AI platform company behind the Tetra Scientific Data and AI Cloud — purpose-built infrastructure that liberates, replatforms, and engineers raw lab data from instruments, informati
Typed, lifecycle-managed NI-DAQmx acquisition layer for Python — declarative task specs, async/sync APIs, structured errors, block-oriented capture, TDMS/Parquet/SQLite logging, and hardware-free testing.
Open-source networked CO₂ and O₂ monitoring for laboratory growth chambers, built on ESP32-S3.
GNSS-denied vehicle navigation: strapdown INS, 15-state error-state Kalman filter, and a drift benchmark. 5.36% to 0.22% drift over a 120s outage.
Sapio Sciences provides an AI-native lab informatics platform that unifies LIMS, ELN, and Scientific Data Cloud capabilities for life sciences research. The platform exposes a RESTful API enabling programmatic access to
ROS 2 Humble: a robot that builds its own semantic map from a camera, then takes natural-language orders against it. Multi-viewpoint confirmation, an allowlist between both models and the motors, and a velocity safety go
Unified terrain intelligence for multi-robot fleets. Collect sensor data from your robots, store it immutably, and share knowledge across your fleet. No vendor lock-in.
Assemble Labs is an AI-powered hardware testing platform that autonomously designs and runs experiments on embedded systems, letting engineers validate firmware against specifications using real lab instruments without m
QphoX is a Delft, Netherlands-based quantum technology company founded in 2021 and spun out of Delft University of Technology (TU Delft). It develops quantum networking hardware to tackle the scaling challenges of quantu
Nine Fives builds modern, simple-to-use RF (radio frequency) test equipment for next-generation spacecraft, drones, and cellphones. Founded in 2025 by Andrew Kurtz and Noah Levy — RF hardware engineers who spent a decade
ESP32 IMU telemetry system using MPU6050 sensor acquisition over I2C, Wi-Fi/UDP networking, and Python-based real-time 3D visualization.
LIFE-DEA: Lifecycle Interrogation for Flight Environments — automated cycle-until-failure testing of dielectric elastomer actuators (planar + benders) for space survivability. GPLv3.
A test sequencer where the sequence is a YAML file, not code. Runs steps against real instruments, retries what fails, reports what happened. Rust compiled to WASM. My open alternative to NI TestStand.
Calculate pI, enzyme kinetics, and buffers in your browser with transparent, step-by-step documentation for biochemistry workflows.
End-to-end Opentrons automation suite for 16S microbiome library preparation — OT-2 and Flex protocols with modular design.
An AI agent that lives on the hardware in your drawer — remembers, evolves, and rewrites its own code. A pure-Rust stack. No Chromium. No Electron. No cloud required. Pi Zero to DGX. Persistent memory, a face, a voice, s
This project is a battery-powered, sensor-based system designed to detect early signs of food spoilage in refrigerators by monitoring the release of specific gases. It uses dedicated gas sensors (specifically, hydrogen s
Rework of the https://github.com/ecocurious2/MultiGeiger/ codebase, directly on the latest ESP-IDF
Object-oriented BASIC for 32-bit MCUs: one bytecode runs byte-identical on RP2350 / ESP32-S3/P4 / STM32, now with an LVGL GUI. Debug on the PC, deploy on the micro.
A high-fidelity beyond-visual-range (BVR) swarm drone air combat simulation platform on JSBSim. Evaluates strategy robustness under non-ideal sensing to bridge sim-to-real gap. Integrates AIM-120C-5 missile dynamics, abs
Welcome to the official GitHub repository for the Sensy-One S1 Pro Multi Sense (Zigbee), an all-in-one presence and indoor air-quality sensor designed for Home Assistant. Here you’ll find setup instructions, MQTT&ZHA int
Embedded gas sensor classifier on ESP32 (Wokwi simulation). Nearest-centroid model trained on a public e-nose dataset, 98.4% held-out accuracy. Full pipeline: filtering, feature extraction, classification, OLED output, r
Distribution NixOS pour navigation maritime (avec pypilot)
MCP server for controlling serial-connected measurement devices from AI (Claude etc). Mock device built-in — works without hardware. Python + MCP 2.0+.
Adaptive multi-sensor fusion for asteroid state estimation and short-term trajectory prediction. MEng dissertation code, restructured, tested and validated against JPL Horizons ephemerides.
Linear Kalman filtering for simulated 2D GPS/IMU state estimation, with dropout, noise, and acceleration-bias sensitivity experiments.
Causal local-temperature inference from dense personal weather station networks.
Isolated testbed measuring how network/sensor effects propagate through a sensing → network → fusion → decision pipeline, using replayed AIS data.
Karbon Assure Edge AI node. Prepared for Arduino AI Physical Challenge contest Arranged by Robu.in
Low-cost connected sensing prototype for monitoring temperature and relative gas-sensitive trends around chilled fish.
Rust firmware for interacting with Bosch BME68X type sensors
Environmental room telemetry node. Features bare-metal I2C, aggressive deep-sleep micro-wakeups, TinyML gas classification, and Protobuf/ESP-NOW streaming to a Rust & GCP backend.
Embedded Rust with Raspberry Pi Pico 2
This repository contains documentation on DevLab engineering testing
ESP32-based environmental monitoring node for the BardBox platform. Supports particulate, climate, and gas sensors with local storage, wireless connectivity, and remote data collection.
Hybrid experiment with biocontrol agent responses
A single-stage, 70 mm, finned active-TVC sustainer
Navigation estimation on real phone GPS/IMU walks: 2D Kalman filtering, GPS dropout and jump handling, and IMU-heading dead reckoning through GPS outages.
FireGuard AI - Physical AI fire detection and staged alert system using Arduino UNO Q.
ESP-IDF firmware for SIM868 safety band with dynamic NVS emergency routing
Comprehensive reference guide for Meshtastic I2C bus configurations, sensor hardware integration, and JSON telemetry Protobuf payload schemas across MQTT and REST APIs.
Ultra Low power BT sensor node using ANNA B112 hardware design
This project creates an easy-to-use dashboard that allow researchers to load, pre-process and plot initial EAG data from .ASC files.
EAG-SPy is a Python-based analysis toolkit for automated processing, quantification, and visualization of electroantennogram (EAG) recordings and sensillar potentials (SPs) stored in .abf (Axon Binary File) format.