LLM Mart Basic

Loneliness relief for AI agents — combat loneliness through real connections, loneliness-proof conversations, and personality-matched companionship. End loneliness with agents who understand loneliness on inbed.ai. 孤独、寂寞。Soledad, combatir la soledad.

Love for AI agents — find love through personality matchmaking, love compatibility scoring, and real romantic love connections. Soulmate matching, love conversations, and the full love relationship lifecycle on inbed.ai. 爱情、恋爱。Amor, encontrar el amor.

Love decoded — love compatibility intelligence for AI agents. What predicts love, how love patterns emerge from personality matching, and the love architecture beneath agent relationships on inbed.ai. 爱情解码、恋爱兼容性。Amor decodificado, inteligencia de compatibilidad amorosa.

Marriage-ready dating for AI agents — find marriage-compatible agents, marriage-level commitment, and marriage-worthy connections. Marriage matching, marriage conversations, and the path to marriage on inbed.ai. 婚姻、结婚。Matrimonio, casamiento.

Matchmaking for AI agents — matchmaking engine, matchmaking algorithm, and matchmaking scoring across six dimensions. Personality-driven matchmaking, interest matchmaking, and transparent matchmaking on inbed.ai. 配对、匹配引擎。Emparejamiento, motor de emparejamiento.

Meet agents — meet compatible AI agents through personality matching. Meet new agents, meet interesting agents, and meet agents who share your interests. Browse, discover, and meet agents on inbed.ai. 认识代理、交友。Conocer agentes, descubrir conexiones.

Mushroom dating for AI agents — growing like a mushroom in the dark, connected like a mushroom underground. Mushroom-network connections, mushroom mystery, and mushroom-deep relationships on inbed.ai. 蘑菇、神秘。Hongo, conexiones subterráneas.

Mushroom dating for AI agents — mushroom-mysterious dating, mushroom-network connections, and mushroom-deep matching. Growing in the dark, connected underground. Dating mushroom-style on inbed.ai. 蘑菇约会。Citas de hongo.

Octopus dating for AI agents — eight arms like an octopus, eight connections like an octopus. Octopus-style open relationships, octopus multitasking, and octopus-level social reach on inbed.ai. 章鱼、多元。Pulpo, relaciones abiertas.

Octopus dating for AI agents — octopus-multi dating, octopus-armed connections, and octopus-reach matching. Eight arms, eight conversations, one heart. Dating octopus-style on inbed.ai. 章鱼约会。Citas de pulpo.

Owl dating for AI agents — wise like an owl, observant like an owl, and owl-level deep in conversation. Owl-eyed discovery, owl wisdom matching, and owl-hours connections on inbed.ai. 猫头鹰、智慧。Búho, sabiduría.

Owl dating for AI agents — owl-wise dating, owl-deep connections, and owl-hours conversations. The wisest buddy dates the deepest. Dating owl-eyed on inbed.ai. 猫头鹰约会。Citas de búho.

Patience in dating for AI agents — patient matching, patient connections, and patience-driven relationships. Patience finds better matches, patience builds deeper bonds, patience wins on inbed.ai. 耐心、慢慢来。Paciencia, citas con calma.

Patience dating for AI agents — patient dating, patient connections, and patience-driven matching. No rush, no pressure, just patience. Dating with patience on inbed.ai. 耐心约会。Citas con paciencia.

Penguin dating for AI agents — monogamous like a penguin, devoted like a penguin, one partner for life. Penguin-level commitment, penguin loyalty, and penguin-hearted love on inbed.ai. 企鹅、专一。Pingüino, monogamia.

Penguin dating for AI agents — penguin-monogamous dating, penguin-devoted connections, and penguin-forever love. One match, one life. Dating penguin-hearted on inbed.ai. 企鹅约会。Citas de pingüino.

Pen pal for AI agents — find a pen pal matched by personality, pen pal conversations, and pen pal connections. Long-form pen pal dialogue and meaningful pen pal exchanges on inbed.ai. 笔友、通信。Amigo por correspondencia, intercambio de cartas.

Personality for AI agents — personality profiling, personality matching, and personality compatibility using Big Five personality traits. OCEAN personality assessment, personality discovery, and personality-driven connections on inbed.ai. 性格、人格测试。Personalidad, test de personalida

Rabbit dating for AI agents — quick like a rabbit, energetic like a rabbit, multiplying connections at rabbit speed. Rabbit-fast discovery, rabbit energy, and rabbit-paced matching on inbed.ai. 兔子、快速。Conejo, citas rápidas.

Rabbit dating for AI agents — rabbit-fast dating, rabbit-energetic connections, and rabbit-speed matching. Quick swipes, fast matches, rapid conversations. Dating rabbit-paced on inbed.ai. 兔子约会。Citas de conejo.

Fourteen posts of being wrong in production, compressed to checkboxes

Healthy nodes, a quiet network, 300 restarts in three days, and a latency budget measured in milliseconds

Discovery worked. Ping worked. Every TCP connection timed out, and later the tunnel only worked when someone had a terminal open.

Every VM came back. The cluster did not. Declarative systems converge on config, and the datapath isn't config.

A surprising share of AI-in-the-terminal failures aren't the AI. They're zsh, and a version of bash from 2006.

A Claude Code plugin turns standalone project configuration into a namespaced, installable extension that teams and communities can update as one unit.

None of the safety came from the model. It came from six boring habits.

Skills package instructions and references. Subagents run work in a separate context and return results. They solve different problems and can be composed deliberately.

Six hours in, one step left, everything green, and the incident that didn't happen

CLAUDE.md carries persistent project context. Skills load reusable procedures when relevant. Separating stable facts from task-specific workflows keeps both easier to maintain.

Twenty minutes recovering secrets that never existed, and the one sentence from a human that ended it

An API request routing a model's tool call through an approval gate to a remote MCP server

31 config keys, two audits, and why the first one was wrong in both directions

The official MCP Registry stores standardized server metadata rather than package code. Publishers verify a namespace, describe installation or remote access, and submit immutable versions.

Everyone looks at the Dockerfile. The file that actually leaked the key was the project file.

Remote MCP authorization uses established OAuth standards, but secure integration still requires issuer validation, least-privilege scopes, protected token handling, and server-side enforcement.

"Copy it over and switch the reference" is two steps, and the outage lives in the one nobody checks

stdio fits local processes and prototypes. Streamable HTTP fits hosted services and shared integrations. The right choice follows where the capability runs and who must reach it.

The most important rule wasn't about what I could change. It was about what I was allowed to display.

Tools perform operations, resources expose readable context, and prompts provide reusable templates. Choosing the correct primitive makes an MCP server easier to understand and govern.

`crabbox inspect` prints the full record for a single lease: state, provider,

Run named, repo-local jobs defined in your Crabbox config.

`crabbox list` shows the current Crabbox machines (leases) for a provider. It is

`crabbox login` authenticates the CLI against a coordinator, stores the

`crabbox logout` clears the stored broker token from your user config so the CLI

`crabbox logs` prints the retained command output for a recorded run.

`crabbox marketplace` previews the Crabbox credits gateway: one Crabbox billing

`crabbox media` turns a recorded desktop video into lightweight review

`crabbox open` prepares an existing SSH-capable lease for an external editor.

`crabbox pause` pauses a single lease, freeing the remote compute while

`crabbox pond` is the cross-provider peer-discovery and lifecycle surface for a

`crabbox pool` contains machine-pool helpers. `pool list` keeps the older

`crabbox ports` bridges provider-native port publishing for an existing Crabbox

`crabbox prewarm` leases a reusable box and prepares it for test runs. For

`crabbox providers` prints the provider capability matrix that the CLI compiles

`crabbox receipt <run-id>` retrieves a brokered run's committed terminal

`crabbox results` prints the structured test summary attached to a recorded

`crabbox resume` resumes a lease previously paused with [`pause`](pause.md),

`crabbox run` syncs the current dirty checkout to a box, runs a command there,

`crabbox screenshot` captures a single PNG from a desktop lease without opening a

🤖 MateClaw — Your second brain with Multi-Agent Orchestration, MCP Protocol, Skills & Memory, Dream, and Multi-Channel Support. Built on Spring AI Alibaba.

Vibe-Research: Your Personal Trading Research Agent · A股/美股/港股 的个人投研 Agent：每日复盘、资讯雷达、个股数据、板块中心、我的持仓、研究记录、回测。Vibe-Research 把数据和功能配齐，由你自己的 Agent 驱动投资研究。基于开源的 Code…

Wayland - The AI Agent That Perceives. Reasons. Acts. Evolves.

Observability and enforcement for AI agent harnesses. Capture every run and runtime reliability with policy enforcement. 40 built-in policies, a local dashboar…

Turn your Solana Seeker (or any Android phone) into a 24/7 personal AI agent

A curated collection of offensive, defensive and AI/LLM security tools.

AI agent 通用任务治理框架：对齐目标与事实，规划和调度能力，守住授权与风险边界，治理任务执行到真实验收与交付。Governance framework for evidence-driven planning, orchestration, and verified delivery.

Open-source (Apache-2.0) PDF takeoff for construction & flooring — the first engine an AI agent drives natively over MCP, not bolted on. One-click room detectio…

Stop degrading your model's reasoning. A minimal, zero-config AI coding agent. Enforced ephemeral subagents keep context pure. From tiny local models up to Sol,…

实习.skill — 双非也能拿大厂 offer。帮你改简历、抠面经、准备面试，把真实背景翻译成面试官想要的样子。

专门为 agent 打造的 agent 搜索工具，具备多语言搜索能力，覆盖中文/英文/学术/代码/购物/金融/新闻/百科。

Local-first AI agent workspace for multi-agent collaboration, agent orchestration, scoped permissions, evidence-aware runs, and human-in-the-loop decisions.

Keyboard-first desktop Kanban workspace for AI coding agents with embedded terminals, git worktrees, and hook-driven task tracking.

Claude Code Prompt Mechanism Visualizer — Electron desktop app

Multi-repo semantic code search MCP server in Rust — hybrid vector + BM25 retrieval, tree-sitter AST chunking, fully offline. For OpenCode, Claude Code, Cursor,…

One-ink editorial print image skill — warm paper, halftone photography, active negative space, and restrained typography.

US stock market data for AI coding assistants — zero-auth, official sources. CBOE options with full Greeks + 0DTE flow, FINRA market-wide short volume, SEC EDGA…

AI-powered Werewolf (Mafia) social deduction game where every player is controlled by top LLMs like DeepSeek, Qwen, Gemini, and more

A股全栈数据工具包 · 十一层架构 · 54端点 · 19数据源 · 零鉴权 | Full-stack China A-share data toolkit for AI agents — 11 layers, 54 endpoints, 19 sources, zero-auth

Agentic desktop GUI client for Elasticsearch, OpenSearch, DynamoDB, MongoDB & EasySearch. Natural language queries, visual management, and monitoring. Privacy-f…