gateonai-mcp-server
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| resources | {
"subscribe": true,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| search_ai_toolsA | Search GateOnAI's database of 2,901+ verified AI tools. Find tools by name, use case, category, pricing model, or GDPR compliance status. Returns tool names, descriptions, pricing, GateOnAI scores, and direct URLs. |
| get_ai_workflowA | Generate a step-by-step AI workflow for any profession, role, or business task. Uses GateOnAI's compatibility graph of 4,087,142 tool connections to recommend the optimal tool sequence. |
| compare_ai_toolsA | Compare two or three AI tools head-to-head. Returns pricing, features, GateOnAI scores, pros/cons, and a recommendation on which tool to choose. |
| get_tool_detailsA | Get comprehensive details about a specific AI tool by its URL slug. Returns full description, pricing, GateOnAI score breakdown, pros/cons, integrations, GDPR status, and FAQ. |
| get_trending_toolsA | 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. |
| get_eu_gdpr_toolsA | Find AI tools that are GDPR-compliant or EU-hosted. Essential for European businesses, healthcare, legal, and any use case requiring data sovereignty. Compliance information reflects what each provider publishes - verify it before relying on it. |
| get_prompts_for_professionB | Get curated, 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. |
| get_site_statsA | Get current live statistics about the GateOnAI platform including total verified tools, categories, tool compatibility connections, and prompt library size. |
| get_compatible_toolsA | Find AI tools that genuinely connect with a given tool, based on GateOnAI's IO-Compatibility Graph - a real, computed structural match between what one tool outputs and what another accepts as input (text, image, audio, video, code, etc.), not a category-similarity guess. Answers questions like 'what tools work well with ChatGPT' or 'what can I feed ChatGPT's output into'. Backed by 4,087,142+ real computed connections across the platform. |
| find_ai_pipelineA | Find a real, structurally 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 a guess, a template, or an LLM improvising) - each step is a real tool whose actual output type matches the next tool's actual input type, verified against real tagged data. 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. |
| whats_newA | 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). |
| find_similar_by_philosophyA | 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. |
| get_market_landscapeA | 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. |
| match_prompt_to_taskA | 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 verified 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. |
| get_workflow_templateA | 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, curated template for a known profession rather than generating a new custom one from free text - faster and more consistent for common roles. |
| build_workflow_boardA | 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. |
| analyze_ai_stackA | 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. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
| Newly Approved AI Tools | Live feed of AI tools newly approved on GateOnAI. Subscribe to this resource to receive a push notification the moment a new tool passes editorial review (checked every 6 hours). |
TDQS
Scored across 17 tools
Most tools have distinct purposes, and descriptions explicitly contrast the tricky pairs (get_compatible_tools vs find_similar_by_philosophy, and the four workflow-family tools). However, find_ai_pipeline, get_ai_workflow, get_workflow_template, and build_workflow_board all occupy the 'workflow generation' space, which could still cause misselection despite the effort to differentiate.
Nearly all tools use snake_case verb_noun patterns (get_*, find_*, search_*, build_*, compare_*, match_*, analyze_*). Minor deviation with whats_new, which uses a non-verb-phrase style, but overall the convention is readable and consistent.
17 tools is slightly heavy for the platform scope but each tool maps to a plausible distinct capability (search, detail, compare, workflows, prompts, stats). It sits just above the ideal 3-15 range without feeling bloated.
The surface covers discovery (search, trending, whats_new, market landscape), evaluation (details, compare, GDPR), and generative workflow/prompt features (pipelines, workflows, templates, boards, prompt matching, stack analysis). Coverage is broad with only minor gaps like category enumeration or saved-collection management.