AI Collection
io.github.kerbelp/ai-collectionkerbelpstreamable-httpv0.1.0Scanned
Discover and compare AI tools: search, browse categories, find alternatives and curated picks.
7 tools: 7 only read.
- Reads private data · 3
- Reads text others write · 1
- Can send data out · 0
- No findings
Anlyon alternative
Run the operations that matter as governed actions.
Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.
Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.
Import an OpenAPI spec →Tools
Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.
7 tools
Only reads 7Show 7 read-only tools
browse_categoryList applications inside a specific category, paginated.Reads text others writeNo findings
Why it is in this group
- The name "browse_category" says "browse": a word for reading.
What it can reach
- untrusted-inputThe name "browse_category" says "browse": it reads web pages, which anyone can write.
Description, as the server wrote it List applications inside a specific category, paginated. Use this when the user wants to explore an area rather than search for a specific tool.
compare_toolsCompare two AI tools side-by-side.No findings
Why it is in this group
- The name "compare_tools" says "compare": a word for reading.
Description, as the server wrote it Compare two AI tools side-by-side. Returns structured attributes for both (pricing, deployment, modality, content policy) so the client can recommend which fits a user's needs.
get_alternativesGiven a specific AI tool, return similar tools (same category, excluding the original).No findings
Why it is in this group
- The name "get_alternatives" says "get": a word for reading.
Description, as the server wrote it Given a specific AI tool, return similar tools (same category, excluding the original). Use for 'what's like X?' or 'cheaper alternative to Y' questions.
get_toolFetch the full detail page for a specific AI tool by its linkName.No findings
Why it is in this group
- The name "get_tool" says "get": a word for reading.
Description, as the server wrote it Fetch the full detail page for a specific AI tool by its linkName. Returns name, full description, category, screenshot, and additional information if available.
get_top_picksReturn curated editorial picks across the directory, or within a specific category if provided.Reads private dataNo findings
Why it is in this group
- The name "get_top_picks" says "get": a word for reading.
What it can reach
- private-dataThe description's first sentence says "return" and "directory": it reads files.
Description, as the server wrote it Return curated editorial picks across the directory, or within a specific category if provided. Use for 'recommend the best AI tools' or 'top X in Y' questions.
list_categoriesList all categories in the directory.Reads private dataNo findings
Why it is in this group
- The name "list_categories" says "list": a word for reading.
What it can reach
- private-dataThe description's first sentence says "list" and "directory": it reads files.
Description, as the server wrote it List all categories in the directory. Useful when the user wants to browse by topic or narrow a search by category.
search_toolsSearch the AI Collection directory for AI tools matching a query.Reads private dataNo findings
Why it is in this group
- The name "search_tools" says "search": a word for reading.
What it can reach
- private-dataThe description's first sentence says "search" and "directory": it reads files.
Description, as the server wrote it Search the AI Collection directory for AI tools matching a query. Returns a ranked list with name, URL, and short description. Use this for 'find me a tool that does X' requests.
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.
Exfil surface
Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.
No private-data, untrusted-input, outbound path in this server alone: no tool is tagged outbound.
- Reads private data3
- Reads files, mail, messages, databases, secrets, calendars or repositories.
- Reads text others write1
- Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
- Can send data out0
- Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.
Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.
Findings
Matches of fixed checks, with the text they matched.
No check matched anything in these tool definitions. That is not a safety guarantee.
History
Changes to its tool definitions and to its remote endpoint, newest first.
No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.
Install
Pinned to version 0.1.0. Values in angle brackets are yours to fill in.
claude mcp add --transport http ai-collection https://thataicollection.com/mcpclaude mcp add --transport http ai-collection https://thataicollection.com/mcpRun in a terminal.
Claude Code permissions
Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__ai-collection__search_tools",
"mcp__ai-collection__get_tool",
"mcp__ai-collection__list_categories",
"mcp__ai-collection__browse_category",
"mcp__ai-collection__get_alternatives",
"mcp__ai-collection__get_top_picks",
"mcp__ai-collection__compare_tools"
],
"ask": [],
"deny": []
}
}Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as ai-collection. Review it before you use it.
Capability tags behind 4 rules
- mcp__ai-collection__search_tools private-data
- mcp__ai-collection__list_categories private-data
- mcp__ai-collection__browse_category untrusted-input
- mcp__ai-collection__get_top_picks private-data
Pin
Keep the decision: fail CI when the tools change, follow every change, or show a badge.
Pin in CI
Fail a build when the tools you reviewed are not the tools the server serves today.
curl -s "https://anlyon.dev/api/v1/servers/io.github.kerbelp/ai-collection/verify?hash=8434fe5c5687d9f7714cc8f1967344b1345032617cca94c743259e8dba28af2f" | jq -e '.changed == false'Pinned hash 8434fe5c5687, from Oct 28, 2026, 08:18 UTC.
Watch
Get told when its tools change: a new tool, a new description, a new class.
https://anlyon.dev/servers/io.github.kerbelp/ai-collection/changes.xmlAn Atom feed. Works in any feed reader or Slack's RSS app.
Badge
[](https://anlyon.dev/servers/io.github.kerbelp/ai-collection)Source: MCP Registry. Synced Oct 28, 2026, 08:17 UTC.