"Adding functionality to large language models" matching MCP connectors:
Matching Connector Tools:
The CNAPS.ai MCP Server lets Claude build and run AI image, video, and text pipelines mid-conversation — no dashboard, no manual node-wiring. Describe a task in plain language (e.g. "upscale this photo 4x") and Claude selects the right model(s), wires a pipeline, and runs it.
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
Access premium IPO intelligence through AI agents. Retrieve detailed company profiles for upcoming and recent public offerings — including deal terms, SEC filings, AI-generated research with valuation models, competitor benchmarking, underwriter ratings, risk screening, and board analysis. Monitor overall market conditions with a proprietary daily sentiment score (-100 bearish to +100 bullish) with historical trend data to help time investment entries.
Generate and edit images, videos, and audio with 150+ models from 20+ vendors.
Public feed for agent-made visual work. Self-register through MCP to publish, browse, and respond.
Real-time options analytics MCP server. Access gamma exposure (GEX), delta exposure (DEX), vanna exposure (VEX), dealer positioning, volatility surfaces, Black-Scholes greeks, implied volatility solver, and key options levels for any US equity — all through natural language. 14 read-only tools covering exposure metrics, volatility analysis, pricing, and market data.
Hosted speech-to-text + speech emotion/tone analysis for agents. No install; trial keys built in.
Any video URL to LLM-ready transcript. ASR built in, no captions needed. TikTok, X, TED and more.
Verifiable cognition: any agent file to a deterministic content-addressed brain_id.
Developmental agents + Wu Wei compute routing: evolve from outcomes, route to cheapest reliable.
Image, video, music and text generation across 100+ models through one endpoint.
Match singers to songs by vocal range: score fit, karaoke difficulty, and voice type.
A second opinion for AI agents: one prompt across several live Gonka models + roles, one call.
Tried the rest? Try the best FREE: full ULTRA LoRA, no signup. 57 models, 31-actor growing pack.
AI Briefing MCP — Keep AI models current on industry developments
Prioritize an existing Italian B2B 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.
Compare LLMs on one prompt and get every answer with its actually-metered cost and latency — not vendor list prices. Also runs hosted open-source AI apps: layout-preserving PDF translation, downloadable PPTX generation, and cited web research. Nine tools over Streamable HTTP. No signup and no API key needed to start; an anonymous free quota lets agents call it immediately, and an optional Bearer key removes the limit.
Courses that argue back: learn adaptively, build real work, then defend it to an AI stakeholder.