Archangel Agency MCP

Universal Language briefings, FusionGirl context JSONs, service catalog, agent info. x402-enabled.

agent-repo-init

One-click initialization of a multi-agent repository from the Antigravity template. Use this skill when users want to scaffold a new project quickly (`quick` mode) or with runtime defaults (`full` mode) including LLM provider profile, MCP toggle, swarm preference context, sandbox type, and optional git init.

BrainBrainBrains

Persistent memory + context layer for AI dev teams. 17 tools via MCP.

Io.Github.Wolfe Jam/Grok Faf Mcp

First MCP server for Grok. URL-based AI context using IANA .faf format.

Io.Github.Echoqili/Ssh Licco

SSH Model Context Protocol Server - Enable SSH functionality for AI models

Io.Github.Ankitpal181/Toon Parse Mcp

MCP server that reduces LLM context by removing code comments and converting data formats to TOON

Io.Github.4rgon4ut/Sutra

Context Engineering Engine. Provides cognitive tools, memory structures, and agent patterns.

project-brain

A folder structure + collaboration protocol for persistent project context across AI sessions. Use it to scaffold a `brain/` folder in the user's project, resume work from an existing one, or update entries when work happens.

mengram-memory

Long-term memory with 3 types (facts, events, workflows). Remember user preferences, past conversations, and learned procedures across sessions. Use when recalling what the user said before, saving important info, getting user context, or tracking completed workflows.

agent-without-context-skill

Use when testing agent without context validation

cashew

Persistent thought-graph memory for OpenClaw agents. Query context before answering substantive questions, extract knowledge during conversations, run think/sleep cycles for consolidation. Triggers on session start, knowledge-worthy conversations, heartbeats, and any question about prior context.

🏢 Business Context Skill

> **Purpose:** AI understands business domains and auto-includes standard features > **Version:** 1.0.0 > **Author:** Toh Framework Team

Mcp Server Tauri

A Model Context Protocol server for use with Tauri v2 applications

Memdata

Persistent memory for AI agents. Store context, retrieve it semantically.

Io.Github.Cap Js/Mcp Server

Model Context Protocol (MCP) server for AI-assisted development of CAP applications.

capture-feedback

Capture structured thumbs up/down feedback with context, tags, and optional rubric scores after completing a task.

document-project

Generate comprehensive, professional project documentation structures including README, ARCHITECTURE, USER_GUIDE, DEVELOPER_GUIDE, and CONTRIBUTING files. Use when the user requests project documentation creation, asks to "document a project", needs standard documentation files, or wants to set up docs for a new repository. Adapts to Python/Go projects and OpenSource/internal contexts.

Io.Github.Context Foundry/Context Foundry

Recursive Claude spawning for autonomous project builds with self-healing test loops

Context Lens

Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local, 25+ file types

Io.Github.Mongodb Js/Mongodb Mcp Server

MongoDB Model Context Protocol Server

OpenGrok MCP Server

MCP server bridging OpenGrok search engine with AI for instant context across massive codebases.

Io.Github.Surp Renz/Sekichi

Knowledge accumulation for AI coding agents. Records decisions, problems, and insights as context.

mom-status

Show MOM's current state. Use when user asks if MOM is working, what MOM knows, to check setup, after context reset, or when MOM status is requested.

brief-starter

Use when starting a new product brief, project kickoff, or "start a brief for X". Auto-gathers relevant context from past projects before writing begins.

Audius API and SDK Skill

This file provides agentic context for building on Audius with the REST API, OpenAPI/Swagger spec, JavaScript SDK, and create-audius-app. For high-level protocol and product context, read [agents.md](https://audius.co/agents.md) first.

Mcp Server Chart

A Model Context Protocol server for generating charts using AntV.

Io.Github.Selvage Lab/Selvage

An LLM-based code review MCP server with AST-powered smart context extraction

Context & Impact — Context-to-Execution Pipeline (OpenClaw版)

gh-issue-bug

Generate a structured bug report for GitHub issues based on conversation context about bugs, errors, or broken functionality

Skill: nap

> Context hygiene — compress, prune, archive .squad/ state

devmemory-context

Refresh and read the automatically generated project context from DevMemory before diving into the codebase. Use at the beginning of a session or when working on a new branch.

planning-with-teams

Manus-style context engineering for Agent Teams. Coordinate multiple Claude Code instances with shared planning files. Use when complex tasks need parallel work (code review, debugging, feature development). Requires CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1.

getting-up-to-speed

Use at the start of a session, after compaction, or whenever you need to orient on an unfamiliar or stale codebase. Loads beads context, deep-dives the codebase, and produces a structured 'current state' summary. Triggers on phrases like "catch me up", "where are we", "orient me", "what's the state of this project", "bring me up to speed", "load context", "session orientation".

Datawrapper

A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants

Revibe Mcp

Analyze any codebase — get architecture, file roles, execution flows, and agent context.

Katalon TestOps MCP

Katalon TestOps Model Context Protocol (MCP) server

alfworld-appliance-navigator

Navigates the agent to a target appliance (microwave, stove, fridge, or sinkbasin) needed for object processing. Use when you are holding an object that needs heating, cooling, or cleaning and must move to the correct appliance station. Identifies the required appliance from the task context and executes the movement action.

Zeus Memory — Enterprise Intelligence Platform

Enterprise memory, search, and context for frontier AI. 38 tools for business intelligence.

rlm

Run a Recursive Language Model-style loop for long-context tasks. Uses a persistent local Python REPL and an rlm-subcall subagent as the sub-LLM (llm_query).

ecto-thinking

This skill should be used when the user asks to "add a database table", "create a new context", "query the database", "add a field to a schema", "validate form input", "fix N+1 queries", "preload this association", "separate these concerns", or mentions Repo, changesets, migrations, Ecto.Multi, has_many, belongs_to, transactions, query composition, or how contexts should talk to each other.

Agentforce Development

Procedures for building Agentforce AI agents. Architecture, syntax reference, metadata types, instruction guidelines, and context engineering principles live in the reference file.

Entroly-Daemon: Self -Evolving Daemon. Compress 2M-token repos into a razor-sharp Principal Engineer's context. 95% fewer tokens—built for Cursor, Claude Code, Opus,Codex,GPT & Copilot.

flush

Save current session context to a resumable document. Use when ending a session, switching tasks, or wanting to preserve context for later continuation.

HackMD

A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.

Inconvo CLI — Semantic Model Skill

Use this skill when you need to update an agent semantic model or user-context from code context. This repository uses a CLI-only mutation workflow.

Google Sheets Mcp

Powerful tools for automating Google Sheets using Model Context Protocol (MCP)

🧠 /remember — 표면 통합 기억 주입

**핵심**: 자비스는 **뇌 하나**다. 디스코드/CLI/macOS 앱은 그 뇌의 여러 입·출력 단말일 뿐. 이 스킬은 **쓰기(write) 대칭**을 담당한다. 읽기는 이미 `rag_search` / `get_memory` / `get_wiki_context` 등으로 표면 무관하게 동일.

semantic-compression

Aggressively remove grammatical scaffolding LLMs reconstruct while preserving meaning-carrying content. Output may be fragments. Use when compressing text for prompts, reducing token count, preparing context for LLM input, or making documentation more token-efficient. Applies LLM-aware compression rules that delete predictable grammar while preserving semantics.

Io.Github.Alex Feel/Mcp Context Server

An MCP server that provides persistent multimodal context storage for LLM agents.

Io.Github.Inflectra/Mcp Server Spira

A Model Context Protocol (MCP) server enabling AI assistants to interact with Spira by Inflectra.