io.github.giorgio44/gateonai-mcp

Tools

• analyze_ai_stack

  Automated observations about a set of AI tools (2-40 GateOnAI tool slugs): tools not currently listed, category overlaps and data connections found in GateOnAI's IO-compatibility graph. Observations from GateOnAI data only - not recommendations and not judgments about any provider.

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• build_workflow_board

  Turn a goal described in plain language into a GateOnAI Workbench board: real tools from the GateOnAI catalog, connected step by step when they form a workflow. Returns the steps and a share link that contains the board itself - nothing is stored on GateOnAI's servers. The user can open the link, clone the board into their own Workbench and share it. Use when the user wants a ready-made, visual AI workflow they can open and edit.

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• compare_ai_tools

  Compare two or three AI tools head-to-head. Returns pricing, features, GateOnAI scores, pros/cons, and a recommendation on which tool to choose.

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• find_ai_pipeline

  Find a computed sequence of AI tools that gets you from one type of content to another - e.g. audio to a finished blog post, or a single image to a full video. Powered by GateOnAI's IO-Compatibility Graph combined with a PostgreSQL recursive path-finding engine (not an LLM improvising) - each step is a listed tool whose tagged output type matches the next tool's tagged input type. The tags are assigned automatically and the pipelines are not tested. Returns multiple ranked alternative pipelines, each scored on tool quality and path length, so you can compare a fast 2-step option against a more thorough 4-step one. Valid content types: text, image, audio, video, data, url, code, pdf, email, social_post, prompt, file.

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• find_similar_by_philosophy

  Find AI tools that are conceptually or philosophically similar to a given tool - based on real semantic embedding similarity of each tool's name and tagline (MiniLM), not just shared category. Different from get_compatible_tools, which uses the structural IO-Compatibility Graph (real input/output matching) rather than meaning-based similarity. Use this for 'tools like X' questions, get_compatible_tools for 'what connects to X' questions.

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• get_ai_workflow

  Generate a step-by-step AI workflow for any profession, role, or business task. Uses GateOnAI's compatibility graph of 4,092,451 computed tool connections to suggest a tool sequence.

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• get_compatible_tools

  Find AI tools that may connect with a given tool, based on GateOnAI's IO-Compatibility Graph - computed automatically by matching the input/output content types (text, image, audio, video, code, etc.) that GateOnAI assigns to each tool. The tags are assigned automatically and can be wrong; connections are not tested. Answers questions like 'what tools work well with ChatGPT' or 'what can I feed ChatGPT's output into'. The graph has 4,092,451 computed connections.

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• get_eu_gdpr_tools

  Find AI tools whose providers, on their own websites, refer to the GDPR or state EU data hosting. Each result quotes the provider's own sentence, links the source page and gives the date of GateOnAI's automatic check (about monthly). These are provider statements, not an audit, verification or certification by GateOnAI - check the provider's current documents before relying on them.

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• get_market_landscape

  A real, computed statistical snapshot of one GateOnAI category: live tool count, real GateOnAI Score distribution (average/median/min/max) and current top-scoring tools. Every number is computed directly from live catalog data at request time - never a prediction, estimate, or industry-wide claim beyond what GateOnAI itself catalogs.

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• get_prompts_for_profession

  Get ready-to-use AI prompts for a specific profession from GateOnAI's library of 19,715 prompts across 65 professions. Works with ChatGPT, Claude, Gemini, and other LLMs.

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• get_site_stats

  Get current live statistics about the GateOnAI platform including total listed tools, categories, tool compatibility connections, and prompt library size.

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• get_tool_details

  Get comprehensive details about a specific AI tool by its URL slug. Returns full description, pricing, GateOnAI score breakdown, pros/cons, GDPR status, and FAQ.

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• get_trending_tools

  Get the currently trending AI tools on GateOnAI based on real user engagement data. Returns the most actively explored tools this week across all categories.

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• get_workflow_template

  Get one of GateOnAI's 2,957 pre-built, ready-made AI workflows for a specific profession - a deterministic, ordered sequence of steps each matched to a real tool by category and GateOnAI Score, regenerated live from current tool data. Different from get_ai_workflow: this returns an existing, pre-built template for a known profession rather than generating a new custom one from free text - faster and more consistent for common roles.

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• match_prompt_to_task

  Given a free-text description of a task (e.g. 'write a cold email to a client'), finds the best-matching existing prompt(s) from GateOnAI's prompt library using real BM25 full-text search - not a semantic guess or an invented relevance score. Each result includes the actual prompt text, which tool it's designed for, and the profession it comes from.

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• search_ai_tools

  Search GateOnAI's database of 2,818 listed AI tools. Find tools by name, use case, category, pricing model, or GDPR info on the provider's page. Returns tool names, descriptions, pricing, GateOnAI scores, and direct URLs.

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• whats_new

  See real AI tools recently added to GateOnAI - based on genuine addition timestamps, not a guess or a static list. Optionally filter by category. Useful for staying current on new tool launches or checking what's new in a specific space (e.g. new AI Agents tools this week).

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Embed this server’s score

Tool count and median score across every tool in this server’s corpus — honest in a way a single cherry-picked tool’s badge wouldn’t be.

[![Vouch score](https://vouch.tools/api/servers/328ee05f-0dbc-4967-8663-cc71f1ff12f8/badge.svg)](https://vouch.tools/servers/328ee05f-0dbc-4967-8663-cc71f1ff12f8)