"Methods to Improve Development Productivity Using MPC (Model Predictive Control)" matching MCP connectors:

Check if a task runs locally vs cloud. Save money on calls that don't need cloud inference.

Deterministic Music Theory for Claude, Cursor, and Autonomous AI Agents Large Language Models (LLMs) frequently hallucinate music theory, leading to incorrect notes, false Roman numerals, and broken voice leading. THIRI solves this by providing a deterministic, mathematical music-theory engine (pitch-class-set theory over ℤ/12) directly to your AI. It gives AI assistants precise, reproducible harmonic reasoning in milliseconds, allowing them to write correct musical scores, analyze progression

clariBI is an AI-powered business intelligence platform built for small and mid-sized SaaS, ecommerce, and operations teams. Instead of writing SQL or building dashboards manually, users ask questions in plain English ("what's our CAC by channel last quarter?") and the AI engine pulls the data from Stripe, HubSpot, Google Analytics, ad platforms, Jira, and 30+ other sources via the open Model Context Protocol. Dashboards generate themselves on source connect.

Rank an Italian B2B company or lead list into up to 250 explained JSON decisions.

Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.

Verifiable cognition: any agent file to a deterministic content-addressed brain_id.

A second opinion for AI agents: one prompt across several live Gonka models + roles, one call.

Developmental agents + Wu Wei compute routing: evolve from outcomes, route to cheapest reliable.

Scores a website's AI technology adoption using BuiltWith data.

Deliberation + live 5-model council divergence over the Omnarai multi-AI attributed corpus.

Remote MCP server for CODENIVERSE, a Thai software agency. Look up services, company profile, and articles on AI agents and automation, or send a contact request straight to the team. Five tools, no auth required.

Compare up-to-date pricing for 40+ LLMs (incl. Chinese) & estimate cost from tokens. EN/zh.

Web page or HTML to clean LLM-ready Markdown or JSON. x402 pay-per-call, $0.005, no API key.

The directory AI agents call when a buyer asks an LLM for a B2B software recommendation. Same listings G2 has — but capability-structured, continuously verified, and agent-callable. One listing visible to both audiences.

The changelog of record for the AI stack: sunset checks, deprecations, pricing, and model events.

x402 MCP web parser: URLs to Markdown for agents. USDC on Base, Polygon, Arbitrum, Ethereum.

Get a real human to verify, decide, or improve an AI agent's work.

Five-to-twelve-cent source-attributed public URL and domain result packs for AI agents.

Manage and optimize SiteSpeakAI chatbots from an AI agent in plain English: read analytics, tune prompts and model, manage knowledge sources and suggested messages, enable lead capture and human handoff, and triage the inbox.

Live AI data for agents: model releases, regulations (EU AI Act), GenAI glossary, daily news.