Skills for your AI
Sets up and verifies an MCP server that bridges a containerized agent to local AI models in the Atomic Chat desktop app. Use when integrating Atomic Chat, registering its MCP tools, forwarding host environment variables, or verifying local inference end-to-end
Builds production-ready Model Context Protocol servers in C# using the ModelContextProtocol SDK, dependency injection, and async patterns. Use when creating, implementing, debugging, optimizing, integrating, or testing a C# MCP server with tools, prompts, or r
Builds, configures, and deploys production-ready MCP servers in Python with FastMCP 3.0, covering scaffolding, tools, resources, auth, middleware, providers, deployment, and 2.x upgrades. Use when the user asks to create a new MCP server, add a tool, resource,
Builds type-safe Go MCP servers with the official go-sdk, covering tool, resource and prompt definitions, transport setup, tests, code review and project structure. Use when the user asks to create or review Go MCP server code, define MCP tools/resources/promp
Builds production-ready MCP servers in Java using the official SDK, reactive streams, and Spring Boot, covering server setup, tools, resources, prompts, testing, and dependencies. Use when the user asks to design, implement, configure, or test a Java MCP serve
Builds Model Context Protocol servers in Kotlin with the official io.modelcontextprotocol:kotlin-sdk library, covering tools, resources, prompts, transports, testing, project structure, coroutines and multiplatform targets. Use when the user asks to create an
Reads, creates, and updates Linear issues, projects, teams, comments, cycles, and documentation through the Linear MCP server. Use when the user asks to manage Linear tickets, plan sprints or releases, triage bugs, audit docs, or balance team workload.
Creates and configures MCP server integrations as JSON files for the cli-tool components system, including authentication, performance tuning, and security review. Use when the user needs a new MCP configuration, wants an existing MCP integration validated or
Generates and reviews MCP server configuration for plugins, covering stdio, SSE, HTTP, and WebSocket setups, tool naming, permissions, security, and lifecycle. Use when adding or integrating an MCP server, writing .mcp.json or plugin.json config, or checking a
Guides developers through scaffolding, configuring, authenticating, deploying, and troubleshooting MCP-based declarative agents for Microsoft 365 Copilot. Use when building a new declarative agent, connecting an MCP server, designing Adaptive Cards or response
Discovers, evaluates, configures, and helps publish MCP servers from official and community registries. Use when the user needs to find MCP servers by capability or transport, assess a server's capabilities or trustworthiness, generate a client configuration,
Designs, implements, and hardens MCP servers with JSON-RPC 2.0 transports, JSON Schema tool definitions, completions, batching, session security, and documentation. Use when building or modifying an MCP server, defining its tools/resources/prompts, adding comp
Design and ship production-ready MCP (Model Context Protocol) servers from OpenAPI contracts instead of hand-written tool wrappers. Python and TypeScript support, schema validation, safe evolution. Use when exposing an existing API as an MCP server, building t
Validates MCP servers for protocol and schema compliance, safety annotations, completions, security, performance, and regression suites. Use when testing an MCP server endpoint or repository, checking JSON-RPC and Streamable HTTP behavior, probing session or i
Creates, refactors, explains, and updates .NET code built on Microsoft Agent Framework, including tool and MCP integration. Use when the user asks to build a new agent or workflow, migrate Semantic Kernel or AutoGen code, explain agent code, add tools or MCP s
Sets up and verifies an MCP server that exposes local Ollama models to the container agent, covering pre-flight checks, file placement, registration, env wiring, validation, and inference testing. Use when the user wants to connect Ollama, enable local model i
Guides building PHP 8.2+ MCP servers with the official PHP MCP SDK and attribute-based discovery, covering tools, resources, prompts, transports, schema validation, error handling, testing, and Laravel/Symfony integration. Use when implementing MCP tools, reso
Scaffolds, versions, and registers Claude Code plugins with correct directory structure, plugin.json and marketplace.json manifests. Use when creating a new plugin, bumping a plugin version, adding commands/skills/agents/hooks/MCP servers, or registering a plu
Scaffolds and explains Claude Code plugin structure, manifest, and component organization. Use when creating a new plugin, configuring plugin.json, organizing commands/agents/skills/hooks/MCP servers, fixing intra-plugin paths, or validating kebab-case naming.
Builds, configures, and tests Model Context Protocol servers in Ruby using the official SDK and Rails integration. Use when setting up an MCP server, defining tools, resources, prompts, schemas, annotations, custom JSON-RPC methods, error handling, structured
Builds production-ready MCP servers in Rust with the rmcp SDK and tokio, covering tools, transports, prompts, resources, state, errors, tests, async, and packaging. Use when implementing, configuring, or debugging an rmcp-based MCP server.
Manages changes to the agent's own environment — memory and standing instructions, system or npm packages, MCP servers, source code via a builder agent, and new specialist agents. Use when the user asks to update memory or rules, install a tool or package, add
Search Google, Bing, Google News and Google Scholar, and read public pages, with the Serply MCP server. Use when the user chooses Serply or its connected tools for current information and source verification.
Use when Codex should act as the MCP Builder specialist from Agency Agents. Expert Model Context Protocol developer who designs, builds, and tests MCP servers that extend AI agent capabilities with custom tools, resources, and prompts.
