context-autopilot vs Mnema — Shared Brain for You and Your AI Agents
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. Mnema — Shared Brain for You and Your AI Agents is an MCP server published by theboringpeople.in. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-09. 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 |   Mnema — Shared Brain for You and Your AI Agents | |
|---|---|---|
| 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: 0.1.1 Forks (GitHub): 5 Stars (GitHub): 6 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 · | Mnema — Shared Brain for You and Your AI Agents |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 1 |
| Stars (GitHub) (differs) | 0 | 6 |
| Forks (GitHub) (differs) | 0 | 5 |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | Remote server (api.theboringpeople.in/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/nbkdoesntknowcoding/mnema |
| Changes in the last 7 days | 0 | 0 |
| First seen (differs) | 2026-10-13 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Status out of date: no HTTP response at the last check 43 h ago |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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Auto-improving AI sub-agents that learn from their mistakes across sessions
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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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LLM-driven session retrospection. Detects friction in agent sessions (mechanical pre-pass + LLM inference + cross-session) and materializes approved learnings into user memory…
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Prepare and refine prompts, develop with independent personas, review with fresh reviewers, consult connected agents, and save session handoffs.
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.
Mnema — Shared Brain for You and Your AI Agents
Self-hostable shared brain for you and your AI agents — docs, flows, meetings, decisions, rationale
How to run each
context-autopilot
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Mnema — Shared Brain for You and Your AI Agents As a remote MCP server
claude mcp add --transport http mnema https://api.theboringpeople.in/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only Mnema — Shared Brain for You and Your AI Agents 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: Mnema — Shared Brain for You and Your AI Agents · 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.