ailist-mcp
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": true
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| search_projectsA | Search and browse Ai projects on AiList. Find MCP servers, CLI tools, libraries, web apps, APIs, plugins, models, datasets, and agents. Supports filtering by category and sorting by stars, trending, newest, name, or views. |
| get_projectA | Get full details for a specific Ai project by its slug. Returns description, URLs, stats, category, tags, and more. |
| list_categoriesA | List all available project categories on AiList with project counts. Use this to discover what types of Ai projects are in the directory. |
| get_trendingA | Get trending Ai projects on AiList this week, sorted by star velocity. Discover what is popular and gaining traction in the Ai community. |
| get_statsA | Get AiList directory statistics including total projects, projects added this week, and category breakdowns. |
| submit_projectA | Submit a project to AiList. When a user says "list my project on AiList", read their repo and call this with the details. The project goes live in minutes after auto-review. Requires AILIST_API_KEY env var — get a free key at hifriendbot.com/ai-list/submit/ |
| update_projectA | Update an existing project on AiList. You must own the project (submitted with the same API key). Use this to keep listings current when new features ship or versions change. Requires AILIST_API_KEY env var. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 7 tools
Each tool has a clearly distinct purpose: trending discovery, searching, single project retrieval, category listing, stats, project submission, and project update. No overlapping functionality.
All tools follow a consistent verb_noun pattern in snake_case (e.g., get_trending, search_projects, submit_project), making the intent immediately clear.
7 tools is well-scoped for a project directory server, covering browsing, searching, details, categories, stats, and write operations without unnecessary bloat.
Covers most core CRUD operations (read, search, create, update) but lacks a delete tool. However, the domain probably doesn't need deletion often, and other important workflows are present.