context-autopilot vs Think Steps
context-autopilot is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑15.
context-autopilot is a plugin bundle for AI coding tools published by The Context Layer. No marketplace we read lists it any more. Think Steps is an MCP server published by sadri-dridi. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-21. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace |  Think Steps | |
|---|---|---|
| Community marketplace chiragbachani/context-autopilot | Removed on 2026-10-15 Version: 0.5.2 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.0.0 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | context-autopilotno longer listed · | Think Steps |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 1 |
| Stars (GitHub) | 0 | 0 |
| Forks (GitHub) | 0 | 0 |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | Remote server (agent-observatory-sensor.nolimit-observatory.workers.dev/s/think-steps/mcp) |
| Transport (differs) | Not stated | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Hooks it runs (differs) | 1 | Not published |
| Parts of the bundle (differs) | 2 | Not a bundle |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/chiragbachani/context-autopilot | github.com/sadri-dridi/named-mcp-utilities |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen (differs) | 2026-10-13 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 5 days ago |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of context-autopilot
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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ctxl ai.autoblocks/ctxl
Personal context management for AI assistants
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Make your AI agent get stronger with use. Includes two skills: /skill-review (periodic audit of all skills for staleness, missing gotchas, and improvements) and…
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contextlayer-mcp ai.autoblocks/contextlayer-mcp
Personal context management for AI assistants
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Context engineering for AI agents — AI-optimized second-brain skills, durable pipeline state for multi-agent handoffs, and expert prompt building.
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12 skills for building, evaluating, and debugging agent context
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Learn from your workflow patterns and suggest skills, hooks, and agents to automate the repetitive work. Skillers reads your AI conversation transcripts (Claude Code, Codex CLI…
What each says it does
context-autopilot
Automated context collection: mine your past agent sessions for repeated instructions and corrections, and distill them into CLAUDE.md / AGENTS.md with your approval.
Think Steps
Return a three-step thinking template. Prompt discarded.
How to run each
context-autopilot
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Think Steps As a remote MCP server
claude mcp add --transport http think-steps https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/think-steps/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only Think Steps has a remote endpoint we check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: context-autopilot · What it can do: Think Steps · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.