Skip to content

GateOnAI

by giorgio44 · remote · no sign-in to list tools · v1.4.2 · published by GitHub user giorgio44

Search and compare AI tools, build AI workflows, find tools that state EU hosting. No API key.

Changes · 4
CompareRegistry entry

17 tools: 4 change things and 13 only read.

Scanned Oct 21, 2026

1 check matched something in the tool definitions. No finding is not a safety guarantee. How the checks work.

claude mcp add --transport http gateonai https://www.gateonai.com/mcp/

Findings

Matches of fixed checks, with the text they matched.

1 warn
  • Warnget_ai_workflow

    The server marks "get_ai_workflow" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

    Matched text

    annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}; The name "get_ai_workflow" says "get": a word for reading.

    What this check looks for

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

17 tools

Changes things 4Claude Code: ask
  • build_workflow_boardTurn 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.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: false
    • openWorldHint: true
  • get_ai_workflowGenerate a step-by-step AI workflow for any profession, role, or business task.1 finding

    Why it is in this group

    • The name "get_ai_workflow" says "get": a word for reading.
    • The description's first verb is "generate": a word for a change.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.

    Findings

    • Warn

      The server marks "get_ai_workflow" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

      Matched text

      annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}; The name "get_ai_workflow" says "get": a word for reading.

      What this check looks for
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: true
  • match_prompt_to_taskGiven a free-text description of a task (e.g.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: false
    • openWorldHint: true
  • whats_newSee real AI tools recently added to GateOnAI - based on genuine addition timestamps, not a guess or a static list.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    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).

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: false
    • openWorldHint: true
Only reads 13Claude Code: allow
  • analyze_ai_stackAutomated 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 g…No findings

    Why it is in this group

    • The name "analyze_ai_stack" says "analyze": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: true
  • compare_ai_toolsCompare two or three AI tools head-to-head.No findings

    Why it is in this group

    • The name "compare_ai_tools" says "compare": a word for reading.
    Description, as the server wrote it
    Compare two or three AI tools head-to-head. Returns pricing, features, GateOnAI scores, pros/cons, and a recommendation on which tool to choose.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: true
  • find_ai_pipelineFind a computed sequence of AI tools that gets you from one type of content to another - e.g.No findings

    Why it is in this group

    • The name "find_ai_pipeline" says "find": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: false
    • openWorldHint: true
  • find_similar_by_philosophyFind 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 shar…No findings

    Why it is in this group

    • The name "find_similar_by_philosophy" says "find": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: true
  • get_compatible_toolsFind 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…No findings

    Why it is in this group

    • The name "get_compatible_tools" says "get": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: true
  • get_eu_gdpr_toolsFind AI tools whose providers, on their own websites, refer to the GDPR or state EU data hosting.No findings

    Why it is in this group

    • The name "get_eu_gdpr_tools" says "get": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: true
  • get_market_landscapeA real, computed statistical snapshot of one GateOnAI category: live tool count, real GateOnAI Score distribution (average/median/min/max) and current top-scoring tools.No findings

    Why it is in this group

    • The name "get_market_landscape" says "get": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: true
  • get_prompts_for_professionGet ready-to-use AI prompts for a specific profession from GateOnAI's library of 19,715 prompts across 65 professions.No findings

    Why it is in this group

    • The name "get_prompts_for_profession" says "get": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: true
  • get_site_statsGet current live statistics about the GateOnAI platform including total listed tools, categories, tool compatibility connections, and prompt library size.No findings

    Why it is in this group

    • The name "get_site_stats" says "get": a word for reading.
    Description, as the server wrote it
    Get current live statistics about the GateOnAI platform including total listed tools, categories, tool compatibility connections, and prompt library size.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • get_tool_detailsGet comprehensive details about a specific AI tool by its URL slug.No findings

    Why it is in this group

    • The name "get_tool_details" says "get": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: true
  • get_workflow_templateGet 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 Ga…No findings

    Why it is in this group

    • The name "get_workflow_template" says "get": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: true
  • search_ai_toolsSearch GateOnAI's database of 2,862 listed AI tools.No findings

    Why it is in this group

    • The name "search_ai_tools" says "search": a word for reading.
    Description, as the server wrote it
    Search GateOnAI's database of 2,862 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.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: true

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.4.2. Values in angle brackets are yours to fill in.

claude mcp add --transport http gateonai https://www.gateonai.com/mcp/

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__gateonai__search_ai_tools",
      "mcp__gateonai__compare_ai_tools",
      "mcp__gateonai__get_tool_details",
      "mcp__gateonai__get_trending_tools",
      "mcp__gateonai__get_eu_gdpr_tools",
      "mcp__gateonai__get_prompts_for_profession",
      "mcp__gateonai__get_site_stats",
      "mcp__gateonai__get_compatible_tools",
      "mcp__gateonai__find_ai_pipeline",
      "mcp__gateonai__find_similar_by_philosophy",
      "mcp__gateonai__get_market_landscape",
      "mcp__gateonai__get_workflow_template",
      "mcp__gateonai__analyze_ai_stack"
    ],
    "ask": [
      "mcp__gateonai__get_ai_workflow",
      "mcp__gateonai__whats_new",
      "mcp__gateonai__match_prompt_to_task",
      "mcp__gateonai__build_workflow_board"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as gateonai. Review it before you use it.