aicatalog
Server Details
Search a Ukrainian catalog of 21,000+ AI tools — search tools, get details, list categories.
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP
- URL
Glama MCP Gateway
Connect through Glama MCP Gateway for full control over tool access and complete visibility into every call.
Full call logging
Every tool call is logged with complete inputs and outputs, so you can debug issues and audit what your agents are doing.
Tool access control
Enable or disable individual tools per connector, so you decide what your agents can and cannot do.
Managed credentials
Glama handles OAuth flows, token storage, and automatic rotation, so credentials never expire on your clients.
Usage analytics
See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.
Tool Definition Quality
Average 4/5 across 3 of 3 tools scored.
Each tool has a clearly distinct purpose: get_tool retrieves details by slug, list_categories lists categories, and search_ai_tools searches by keyword. No overlap in functionality.
All tools follow a consistent verb_noun pattern in snake_case (get_tool, list_categories, search_ai_tools), making them predictable and easy to understand.
With 3 tools covering search, detail retrieval, and category listing, the count is well-scoped for a catalog lookup service. Each tool earns its place without excess.
The main operations for browsing a catalog are covered: search, get details, list categories. A minor gap is the lack of a tool to list all tools without a keyword search, but this is not critical for the domain.
Available Tools
3 toolsget_toolInspect
Get full details for one AI tool by its slug (as returned by search_ai_tools).
| Name | Required | Description | Default |
|---|---|---|---|
| slug | Yes | Tool slug, e.g. 'notion-ai'. |
list_categoriesInspect
List all AI-tool categories available in the catalog.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
search_ai_toolsInspect
Search the AICatalog directory of 20,000+ AI tools by keyword. Returns matching tools with name, tagline, catalog URL and pricing.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Max results (1-25). | |
| query | Yes | Search keywords, e.g. 'video editing'. |
Claim this connector by publishing a /.well-known/glama.json file on your server's domain with the following structure:
{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"maintainers": [{ "email": "your-email@example.com" }]
}The email address must match the email associated with your Glama account. Once published, Glama will automatically detect and verify the file within a few minutes.
Control your server's listing on Glama, including description and metadata
Access analytics and receive server usage reports
Get monitoring and health status updates for your server
Feature your server to boost visibility and reach more users
For users:
Full audit trail – every tool call is logged with inputs and outputs for compliance and debugging
Granular tool control – enable or disable individual tools per connector to limit what your AI agents can do
Centralized credential management – store and rotate API keys and OAuth tokens in one place
Change alerts – get notified when a connector changes its schema, adds or removes tools, or updates tool definitions, so nothing breaks silently
For server owners:
Proven adoption – public usage metrics on your listing show real-world traction and build trust with prospective users
Tool-level analytics – see which tools are being used most, helping you prioritize development and documentation
Direct user feedback – users can report issues and suggest improvements through the listing, giving you a channel you would not have otherwise
The connector status is unhealthy when Glama is unable to successfully connect to the server. This can happen for several reasons:
The server is experiencing an outage
The URL of the server is wrong
Credentials required to access the server are missing or invalid
If you are the owner of this MCP connector and would like to make modifications to the listing, including providing test credentials for accessing the server, please contact support@glama.ai.
Discussions
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