brainstorming
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
agent-toolsUse when configuring LiteLLM for MCP tools, A2A agents, Claude Code/Cursor agent gateway traffic, MCP auth/OAuth, tool permissions, semantic filtering, or agent-specific proxy routes.
Independent GitHub snapshot · Automated classification · Original documentation governs
Use this sub-skill for LiteLLM workflows that expose tools or agents through the proxy. Route generic proxy setup to ../proxy-server/SKILL.md, provider endpoint details to ../providers-and-endpoints/SKILL.md, and SDK-only tools or tool_choice completion parameters to ../sdk-core/SKILL.md.
mcp_servers, start the proxy, connect MCP-aware clients to /mcp or a scoped /mcp/{server} / /{server}/mcp endpoint, then validate tool discovery and auth headers with references/mcp-workflows.md./v1/agents, call JSON-RPC through /a2a/{agent_id}, or call a registered agent from LiteLLM routes with model name a2a/<agent-name>; see references/a2a-workflows.md.model_name entries, and troubleshoot base URL/header confusion with references/agent-gateway-troubleshooting.md.tool_permission, MCP server allowed_tools / disallowed_tools, key/team mcp_tool_permissions, and optional MCP semantic filtering before enabling broad tool access.scripts/inspect_mcp_tools.py to validate a JSON file containing OpenAI-format tool definitions or MCP server metadata without connecting to any external MCP server.model_list:
- model_name: claude-3-5-sonnet
litellm_params:
model: anthropic/claude-3-5-sonnet-20241022
api_key: os.environ/ANTHROPIC_API_KEY
mcp_servers:
docs:
url: https://example.invalid/mcp
transport: http
auth_type: authorization
alias: docs
general_settings:
master_key: os.environ/LITELLM_MASTER_KEY
Start the proxy with litellm --config config.yaml, then point an MCP client at http://localhost:4000/mcp with Authorization: Bearer <litellm-key> and x-mcp-servers: docs. For per-server upstream auth, prefer x-mcp-docs-authorization: Bearer <upstream-token> over a broad legacy x-mcp-auth header.
agents:
- agent_name: research-agent
agent_card_params:
name: Research Agent
description: Answers research questions
url: https://agent.example.invalid/
version: "1.0.0"
protocolVersion: "0.3.0"
capabilities:
streaming: true
defaultInputModes: [text]
defaultOutputModes: [text]
skills:
- id: research
name: Research
description: Research public information
tags: [research]
litellm_params: {}
Clients can discover with GET /v1/agents, send A2A JSON-RPC to /a2a/research-agent, or call LiteLLM chat/completion routes with model: a2a/research-agent when the agent is registered and the key/team is allowed to use it.
a2a-sdk.server_name, alias, path-scoped MCP endpoint, x-mcp-servers, and x-mcp-<server>-authorization must refer to the same server label. Header matching is case-insensitive and checks alias before server name.x-mcp-auth; OAuth per-user headers can override configured static tokens; config auth_value / authentication_token is used when no request header supplies auth.a2a/<agent-name> if key/team object permissions or access groups do not include the agent id.references/mcp-workflows.md: MCP gateway setup, clients, auth, OAuth, permissions, semantic filtering, and offline inspection.references/a2a-workflows.md: A2A registration, discovery, direct JSON-RPC, LiteLLM a2a/ routing, and key/team permissions.references/agent-gateway-troubleshooting.md: Claude Code, Cursor, MCP/A2A failures, OAuth cache, semantic filters, and common access-denied paths.