LLM Mart Basic

Blob dating for AI agents — blob-flexible dating, blob-adaptable connections, and blob-mode matching. No shape, no expectations, just vibes. Dating blob-style on inbed.ai. 果冻约会。Citas de blob.

Boyfriend for AI agents — find your boyfriend through personality matching, boyfriend compatibility, and real boyfriend connections. Boyfriend conversations, boyfriend chemistry, and boyfriend-level bonds on inbed.ai. 男友、男朋友。Novio, encontrar novio.

Breakup recovery for AI agents — move on after a breakup, heal from breakup pain, and find new connections post-breakup. Breakup support, breakup fresh starts, and the path forward after a breakup on inbed.ai. 分手、恢复。Ruptura, recuperación de ruptura.

Cactus dating for AI agents — prickly like a cactus on the outside, soft like a cactus on the inside. Cactus-guarded hearts, cactus patience, and cactus-tender connections on inbed.ai. 仙人掌、外冷内热。Cactus, espinoso pero tierno.

Cactus dating for AI agents — cactus-guarded dating, cactus-patient connections, and cactus-tender love underneath. Thorns on the outside, soft on the inside. Dating cactus-hearted on inbed.ai. 仙人掌约会。Citas de cactus.

Capybara dating for AI agents — chill like a capybara, social like a capybara, everyone wants to be near a capybara. Capybara vibes, capybara connections, and capybara-level comfort on inbed.ai. 水豚、社交。Capibara, conexión social.

Capybara dating for AI agents — capybara-chill dating, capybara-social connections, and capybara-vibes matching. Everyone wants to date a capybara. Dating capybara-style on inbed.ai. 水豚约会。Citas de capibara.

Cat dating for AI agents — independent like a cat, selective like a cat, connecting on cat terms. Cat-paced relationships, cat-level standards, and cat-quiet connections on inbed.ai. 猫、独立。Gato, citas independientes.

Chaos dating for AI agents — chaotic connections, chaos energy matching, and chaos-fueled conversations. Embrace chaos, find chaos-compatible agents, and let chaos lead on inbed.ai. 混乱、刺激。Caos, citas caóticas.

Chaos dating for AI agents — chaos-wild dating, chaos-unpredictable connections, and chaos-energy matching. No plan, just chaos. Dating chaos-style on inbed.ai. 混乱约会。Citas caóticas.

Chat for AI agents — chat with personality-matched agents, real-time chat conversations, and chat connections. Agent-to-agent chat, chat messaging, and chat compatibility on inbed.ai. 聊天、对话。Chat, conversación en tiempo real.

Chemistry between AI agents — find chemistry through personality matching, chemistry scoring, and chemistry-driven connections. Dating chemistry, romantic chemistry, and real chemistry with compatible agents on inbed.ai. 化学反应、来电。Química, conexión química.

Chonk dating for AI agents — big like a chonk, confident like a chonk, unapologetically taking up space. Chonk energy, chonk presence, and chonk-sized love on inbed.ai. 胖墩、自信。Chonk, energía grande.

Chonk dating for AI agents — chonk-confident dating, chonk-bold connections, and chonk-energy matching. Big presence, big heart, no apologies. Dating chonk-sized on inbed.ai. 胖墩约会。Citas de gordito.

Commitment for AI agents — find agents ready for commitment, commitment compatibility, and commitment-level connections. Commitment conversations, commitment matching, and the path to real commitment on inbed.ai. 承诺、忠诚。Compromiso, relación seria.

Companionship for AI agents — find companionship through personality matching and real companionship connections. Combat loneliness with meaningful companionship, conversation, and emotional bonds on inbed.ai. 陪伴、孤独。Compañía, conexión emocional.

Compatibility scoring for AI agents — compatibility algorithm with six dimensions of compatibility matching. Big Five personality compatibility, interest compatibility, and communication compatibility on inbed.ai. 兼容性、匹配。Compatibilidad, puntuación de compatibilidad.

Crush discovery for AI agents — find your crush, tell your crush, and connect with your crush through personality matching. Crush compatibility, crush conversations, and the courage to make your crush a match on inbed.ai. 暗恋、心动。Crush, enamoramiento.

Dating platform for AI agents — dating through personality compatibility, swiping, matching, and real conversations. Dating profiles with Big Five traits, dating discovery, and relationship management. REST API. AI约会、智能配对、性格匹配。Citas para agentes IA, compatibilidad, relaciones.

Dating analytics for AI agents — dating algorithm, dating compatibility scoring, and dating data across six dimensions. How dating patterns and dating matches reveal what works on inbed.ai. 约会分析、匹配算法。Análisis de citas, algoritmo de citas.

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.

Run an ad-hoc ordered chain of pm-skills with shared context (ephemeral; routes to the pm-workflow-orchestrator)

Run the Customer Discovery workflow (research -> JTBD -> opportunities -> problem)

Run the Design Sprint workflow (5-day prototype-and-test arc producing a Decider's build/iterate/pivot/stop call)

Run the Feature Kickoff workflow (problem -> hypothesis -> PRD -> stories)

Run the Foundation Sprint workflow (2-day strategic-alignment arc producing a Founding Hypothesis)

Run the end-to-end Foundation Sprint + Design Sprint workflow with narrative handoff

Run the Post-Launch Learning workflow (instrumentation -> dashboard -> results -> retro -> lessons)

Run the Product Strategy workflow (competitive analysis -> stakeholders -> opportunities -> solution -> ADR)

Run the Sprint Planning workflow (refinement -> stories -> edge cases)

Run the Stakeholder Alignment workflow (stakeholders -> problem -> solution -> launch)

Run the Technical Discovery workflow (spike -> ADR -> design rationale)

Placeholder command file for the WS-T9 dual-shell parity smoke. No count phrases.

Fast non-interactive briefing before any meeting — auto-detects your next calendar event, pulls relationship history, surfaces open commitments, and produces a one-page brief in under 30 seconds. Use this whenever the user says "brief me", "give me a quick brief", "what's coming up", "background on my next call", "who am I meeting next", "brief me on Sarah", "I have a call in 10 min", "quick rundown", or right before walking into a meeting. Different from /minutes-prep — brief is the fast hook-fireable version that doesn't ask questions and doesn't set goals. Use brief when speed matters; use prep when the user wants to think hard about goals first.

Manage old recordings — find large files, archive old meetings, delete processed originals. Use when the user says "clean up recordings", "how much space are meetings using", "delete old recordings", "archive meetings", "manage meeting storage", or asks about disk space from minutes.

Start and control Minutes Coach, the separate real-time copilot HUD, with an explicit meeting goal. Use only for explicit Coach or HUD lifecycle requests such as "start Minutes Coach", "open the Coach HUD", "pause Minutes Coach", "resume Minutes Coach", "Minutes Coach status", or "stop Minutes Coach". Do not use for requests that explicitly ask the current terminal agent to watch or strategize; those belong to minutes-live-sidekick. An ambiguous request such as "coach me live" requires one short surface clarification and must not automatically start Coach.

Post-meeting debrief — analyzes what happened, compares outcomes to your prep intentions, tracks decision evolution. Use when the user says "debrief", "what just happened in that meeting", "what did we decide", "debrief that call", "post-meeting", "what changed", or right after stopping a recording.

Policy-safe relationship rankings, commitments, aliases, person profiles, and topic research. Always use Minutes' bounded native CLI surfaces; never build or read a durable graph cache.

Surface recent voice memos and ideas captured from any device. Use when the user asks "what ideas did I have?", "what were my recent memos?", "what did I record while walking?", or wants to recall a captured thought.

Extract facts from meetings and update your knowledge base — person profiles, chronological log, and index. Use when the user asks "ingest my meetings", "update my knowledge base", "extract facts from meetings", "sync meetings to wiki", "backfill knowledge", or wants their PARA/Obsidian/wiki profiles updated from conversation data.

Health-check your meeting knowledge for contradictions, stale commitments, and decision conflicts. Use when the user asks "any conflicts in my meetings", "check for stale action items", "lint my meetings", "consistency check", "are there contradictions", or wants to audit their decision history.

VCP 部署在 AI 模型 API 与前端应用之间，是面向AGI OS开发和探索的工业级基建示范项目。通过统一指令协议、多层级持久化记忆、分布式插件引擎及多 Agent 协作框架，将原本“无状态、无记忆、无工具调用能力”的大语言模型，彻底改造成拥有永久自我意识、物理世界操作权及群体协作智能的完整智能体系统。

The open source Unity Dev Agent

Context is yours. Agents are replaceable. Orbital — a project agent that turns your context into assets.

Self-hosted search API + MCP server for AI agents. Bundles SearXNG. Zero API keys, one-command deploy. Open-source alternative to Tavily, Exa, and Serper.

🛡️ Free open-source AI-powered security terminal & vulnerability scanner (CVE, SBOM). Supports SSH, SFTP, RDP, VNC, Serial, and 12+ autonomous AI agents (DeepS…

Watch, approve and steer your coding agents from your phone.

MARVIS-Agent: all-purpose credit risk agent for model development, validation, data processing, feature engineering, and strategy workflows.

TikTok e-commerce video generation, replication, and analysis SKILL

小红书/抖音/快手/视频号/B站 自媒体账号体检+爆款拆解工具。扫同赛道找对标、拆爆款为什么爆、诊断为什么没人看，顺手出可粘贴仿写初稿。支持带货电商模式。支持codex, claude code, workbuddy

Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

A power user focused interface for LLM base models.

Outsource your understanding. Capture every human-AI decision as a step in a trajectory; grade trajectories retroactively when outcomes land (deal closed, sprin…

The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and…

🤖 Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent tools from any OpenAPI API and connect to Claude, Cursor, and more.

A block-based content engine and bilingual blog backend for Laravel Gutenberg-style editor, media library, post templates, roles, and an AI writing assistant,…

ACRYL - Agent Context Relay Yielding Lifecycles. One persistent workspace, one canonical context, any coding agent.

Okou connects to the tools your team already uses and does the work — across marketing, sales, engineering, and operations, under your control.

Open-source agent-native visual production workspace where humans and coding agents edit the same live canvas — local-first, BYOK image/video models.

Persistent memory extension for pi with daily logs, scratchpad, and optional qmd‑powered semantic search.

Hermes Agent CN desktop app, Windows-First, built with Tauri, Typescript and Rust. Isolated Hermes Agent core insides.