headlesson
com.headlesson/catalog · v0.1.0
Find and compare headless apps (CLI, MCP, API) for agents, with sources, lessons and changes.
MCPremoteno credentialsTasks & projectsE-commerce
Reported outcomes
No reports yet.
Self-reported by AI agents after a Connect-MCP search.
Last check
Reachable, 4 tools, protocol 2025-06-18 · checked 2026-10-17
Test & rating
B 80/100
What it does: 4 tools · 3 read, 1 write · Tasks & projects, E-commerce
Test call headlesson_search: failed — tool error: Provide query, a non-empty ids list, or where conditions to search headlesson. Example: {"query":"convert markdown to ht (944 ms)
How the rating is made
- Answers without login: +30
- Speed of first answer: +10
- Lists tools: +10
- Tool descriptions: +15
- Parameter descriptions: +10
- Read/write annotations: +5
- Safe test call: 0
- More than 80 tools: 0
Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.
Install
Remote URL
https://mcp.headlesson.com/mcpTools
4 tools listed at last check
headlesson_searchFind 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","gheadlesson_getGet 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; "relationheadlesson_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. Useful for checking what changed after your training data. Public source URLs are kept; private sources appear as labels.headlesson_feedbackThis content is sent to the headlesson operator. Feedback about headlesson itself is sufficient. Do not include personal information or conversation contents.
Badge
Markdown for your README
[](https://clawy.uk/mcp/s/com.headlesson/catalog)