MCP Servers

Automate Zylvie tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Opencage tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Apaleo tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Skyfire tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Alpha Vantage tasks via Rube MCP (Composio). Always search tools first for current schemas.

Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessary. This skill covers tool design from schema to error handling. JSON Schema best practices, description writing that actually helps the LLM, validation, and the emerging MCP standard that's becoming the lingua franca for AI tools. Key insight: Tool descriptions are more important than tool implementa

Automate Textcortex tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Canny tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Apipie AI tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automatically routes LLM requests to the cheapest capable model based on prompt complexity. Classifies prompts on 8 dimensions in under 1ms, supports 8 providers and 27+ models across three routing modes (eco, standard, performance). Works as both an MCP server and an HTTP reverse proxy compatible with any OpenAI/Anthropic client.

CreditNexus x402 agent. Use when the user wants stock predictions, backtests, bank linking, or agent/borrower scores. Payment-protected MCP tools (run_prediction, run_backtest, link_bank_account, get_agent_reputation_score, get_borrower_score, and by-email variants) with x402 flow (Aptos + Base). Agent handles 402 → pay → retry autonomously. Supports wallet attestation (signing) for onboarding.

Build AI agents using the Azure AI Agents Python SDK (azure-ai-agents). Use when creating agents hosted on Azure AI Foundry with tools (File Search, Code Interpreter, Bing Grounding, Azure AI Search, Function Calling, OpenAPI, MCP), managing threads and messages, implementing streaming responses, or working with vector stores. This is the low-level SDK - for higher-level abstractions, use the agent-framework skill instead.