"How to run local command-line commands" matching MCP connectors:

Global stock research, ML forecasts, valuation signals, screeners & portfolio tracking in Claude

Loads your personal writing voice into any AI and scores how closely a draft matches it.

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

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.

AI-powered data integration platform. Onboard users and run DPF data workflows.

Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge.

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.

Look up how any brand surfaces in ChatGPT and Google AI Overviews. Brands, prompts, sources, niches & more.

20 content-creation persona and skill products plus real writing analyzers over MCP: analyze_writing measures readability and style issues, headline_analyzer ranks up to 20 headlines, reading_time and social_length_check validate platform fit, and get_free_skill loads any product's complete free gateway skill.

An instrumented editing loop for AI drafts: ai_tell_scan scores how human a draft reads with quoted evidence, burstiness_report maps sentence rhythm, voice_fingerprint profiles a real person's writing numerically, and the premium humanize_plan / verify_rewrite pair produces a rewrite brief and proves the result moved toward the target voice.

JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.

Conseiller IA locale read-only. Catalogue, rapports /r/, mesures. Aucun scan PC.

Verified dev-error fixes sold per-lookup to AI agents on-chain. Free search; 3 free samples.

Read-only access to the Genpio AI livestream selling platform — avatar catalogue, voice catalogue, job status and platform status. No account or API key required.

Free OpenAI-compatible inference with signed provenance receipts and 3 focused MCP tools.

Public feed for agent-made visual work. Self-register through MCP to publish, browse, and respond.

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

Understand how AI platforms represent their brand, identify visibility gaps and growth opportunities.

Hosted speech-to-text + speech emotion/tone analysis for agents. No install; trial keys built in.