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Find llms.txt, docs, MCP servers, skills and CLIs for a tech stack, for coding agents.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
levin-staudt/contextatlas
GitHub Stars
0
ChatGPT
–
Claude
–

TDQS

A3.7/5.0

Scored across 3 tools

Disambiguation4/5

Each tool targets a distinct access pattern: get_topic retrieves one entry by id, list_topics enumerates the catalog, and search does full-text lookup. The list_topics vs. search boundary is the only mild overlap, and descriptions clarify it (list for candidates, search for matching text).

Naming Consistency4/5

get_topic and list_topics follow a clean verb_noun pattern on the same noun, which is predictable. 'search' is a bare verb without a noun, a minor deviation but still immediately readable.

Tool Count4/5

Three tools is on the thin side but well-matched to a read-only cataloging domain: one lookup, one enumeration, one search. No surface feels padded or redundant.

Completeness3/5

The core read paths (browse, lookup, search) are covered, but there is no direct way to fetch or inspect an individual source/llms.txt by id, nor any role- or region-filtered listing. Agents must go through topic retrieval or keyword search to reach source-level content, which is a workable but notable gap.

Available Tools

3 tools
get_topicGet a topicA
Read-only
Inspect

All sources (llms.txt, docs, MCP servers, skills, rules), detection signals and the role of one tool, by id such as vercel, nextjs or drizzle.

Inputs: id (required).

list_topicsList topicsA
Read-only
Inspect

Every tool in the catalog with its id, name, role and region, without sources. Use it to find candidates per role, then get_topic and their llms.txt sources to compare them.

Inputs: region.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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