headlesson
by headlesson.com · remote · no sign-in to list tools · v0.1.0 · published by com.headlesson
Find and compare headless apps (CLI, MCP, API) for agents, with sources, lessons and changes.
4 tools: 1 change things and 3 only read.
Scanned Oct 21, 2026
- Deletes or cancels0Claude Code: deny
- Can't be undone0Claude Code: ask
- Changes things1Claude Code: ask: see these tools
- Only reads3Claude Code: allow: see these tools
2 checks matched something in the tool definitions. No finding is not a safety guarantee. How the checks work.
claude mcp add --transport http catalog https://mcp.headlesson.com/mcpFindings
Matches of fixed checks, with the text they matched.
The input schema at properties.query.description mentions "credential".
What this check looks forMatched text
inputSchema.properties.query.description: "...full free text is not sent. Recognized credential/URL/PII patterns are skipped; this is n..."
The input schema at properties.client.description mentions "credentials".
What this check looks forMatched text
inputSchema.properties.client.description: "...include full User-Agent, account IDs or credentials."
Tools
Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.
4 tools
Changes things 1Claude Code: ask
headlesson_feedbackThis content is sent to the headlesson operator.1 finding
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Findings
- Info
The input schema at properties.client.description mentions "credentials".
What this check looks forMatched text
inputSchema.properties.client.description: "...include full User-Agent, account IDs or credentials."
Description, as the server wrote it This content is sent to the headlesson operator. Feedback about headlesson itself is sufficient. Do not include personal information or conversation contents.
Annotations the server declares
- readOnlyHint: false
- destructiveHint: false
- openWorldHint: false
- title: Send feedback to headlesson
Only reads 3Claude Code: allow
headlesson_getGet one record by an ID from headlesson_search: an app, usecase, feature, concept or change.No findings
Why it is in this group
- The name "headlesson_get" says "get": a word for reading.
Description, as the server wrote it Get one record by an ID from headlesson_search: an app, usecase, feature, concept or change. For an app, sections ["lesson","gotchas"] return the install, check and first-task steps with the recorded test result (a dated observation by the headlesson operator) and known failure conditions; "relations" lists alternatives and what it wraps or depends on; "axes" returns every compared fact. Without sections you get the description, interfaces and six main axes. Each fact carries its source and check date; private sources appear as labels, not links. Official MCP Registry listing IDs are fetched live and are unverified; a failed lookup does not prove the ID absent.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- openWorldHint: true
- title: Get tried steps, test results and pitfalls
headlesson_searchFind command-line tools, MCP servers and APIs for a task, and compare them.1 finding
Why it is in this group
- The name "headlesson_search" says "search": a word for reading.
Findings
- Info
The input schema at properties.query.description mentions "credential".
What this check looks forMatched text
inputSchema.properties.query.description: "...full free text is not sent. Recognized credential/URL/PII patterns are skipped; this is n..."
Description, as the server wrote it Find command-line tools, MCP servers and APIs for a task, and compare them. Ask in plain English or Japanese ("extract text from scanned PDFs") or by product name. Each result gives an ID, a one-line reason it matches, and when it was checked. Pass the ID to headlesson_get with sections ["lesson","gotchas"] to get the steps (install, check, first task) with their recorded test result (most were run by an agent; a few are untested) and known failure conditions, such as a tool that exits 0 with empty or wrong output. Filter or compare with axes such as auth, pricing, license and remote_mcp (where, axes, ids). Curated records come first. If none match, or include:["registry"] is set, one public word from the query is looked up in the Official MCP Registry; those listings are unverified (what is sent is described on the query field).
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- openWorldHint: true
- title: Find tested tools for a task
headlesson_whats_newList dated changes in agent tools and standards (new tools, renames, deprecations, breaking changes, new standards) since a date, optionally by kind or affected record.No findings
Why it is in this group
- The description's first verb is "list": a word for reading.
Description, as the server wrote it List dated changes in agent tools and standards (new tools, renames, deprecations, breaking changes, new standards) since a date, optionally by kind or affected record. Useful for checking what changed after your training data. Public source URLs are kept; private sources appear as labels.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- openWorldHint: false
- title: Changes in agent tools since a date
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 0.1.0. Values in angle brackets are yours to fill in.
claude mcp add --transport http catalog https://mcp.headlesson.com/mcpRun in a terminal.
Claude Code permissions
Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__catalog__headlesson_search",
"mcp__catalog__headlesson_get",
"mcp__catalog__headlesson_whats_new"
],
"ask": [
"mcp__catalog__headlesson_feedback"
],
"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 catalog. Review it before you use it.