repository-wide conventions change. Read the closest nested `AGENTS.md` before
changing Infrastructure, MCP tools, the web server, the web client, or documentation; it contains
the component's implementation and validation
MCP Coordinator – AI Agent Playbook
- Mission: an MCPserver that turns clients into self-improving coding agents (see [README.md](README.md)). Expect Python-first orchestration plus semantic tool discovery, skills
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changes pass the pre-commit checks before claiming completion.
## Architecture Overview
This is an MCPserver for multi-language code analysis against "zen principles" (idiomatic best practices). Core components:
- **server.py
MCP tools, never PowerShell or shell
This workspace runs the **tpu-mcp** MCPserver which exposes encoding-aware
file primitives as first-class tools. Plain `Get-Content` / `Set-Content
working on SerpentStack, a CLI that searches for AI agent skills and MCPservers across every major registry. It also includes a production fullstack template (FastAPI + React + PostgreSQL + Terraform
claude/skills/ /SKILL.md` — read the relevant one
before changing those areas.
If the todox MCPserver is connected, call `get_context` with `cwd`
before planning non-trivial work, and `log_entry
Copilot Instructions for DiffPilot
## Project Overview
DiffPilot is a **Model Context Protocol (MCP) server** written in TypeScript/Node.js that provides PR code review and developer productivity tools. It's designed
Operations Server - AI Coding Agent Instructions
## Architecture Overview
This is a **Model Context Protocol (MCP) server** built with **FastMCP** that provides MySQL database monitoring and operations through natural language queries
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/Downloads/video-transcripts-{timestamp}/`.
## Architecture & Data Flow
- **Kiro CLI**: Entry point for agent chat and orchestration.
- **MCPServers**: Modular services for video/audio/vision tasks, configured globally in `~/.kiro/settings/mcp.json` and per-agent in `~/.kiro/agents/screenpal-video-transcriber.json
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Codesteward Graph — Code Intelligence
This workspace has the Codesteward MCP graph server connected.
It has already parsed this codebase into a structural graph.
## Use graph tools for structural questions
When
Google Vertex AI, and others
- **Configuration**: JSON-based settings with environment variable support
- **Extensions**: MCPserver integration and custom subagents/skills system
## Coding Standards
### TypeScript/JavaScript
- Use TypeScript for all new code
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solved anywhere else is the human sitting at the same desk.**
Every other Windows MCPserver behaves as though the computer were empty. This
one assumes someone is using
Copacetic MCPServer
## Project Overview
Copacetic MCP is a Go application that provides a Model Context Protocol (MCP) server for automated container image patching using Copacetic and Trivy. It exposes
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itself works the same way on Copilot CLI as on Claude Code, via the `mcp-servers` frontmatter field.
## Example: one feature, end to end
```
product-collect "customers want to export