mama vs ai.thoughtbox.api/thoughts
mama is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑28.
mama is a plugin bundle for AI coding tools published by SpineLift Team. No marketplace we read lists it any more. ai.thoughtbox.api/thoughts is an MCP server published by api.thoughtbox.ai. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-30. 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 |  ai.thoughtbox.api/thoughts | |
|---|---|---|
| Community marketplace jungjaehoon-lifegamez/mama | Removed on 2026-10-28 Version: 2.3.0 Forks (GitHub): 7 Stars (GitHub): 14 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.0.0 No figure published 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 | mamano longer listed · | ai.thoughtbox.api/thoughts |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 1 |
| Stars (GitHub) (differs) | 14 | No figure on GitHub |
| Forks (GitHub) (differs) | 7 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (@jungjaehoon/mama-server) | Remote server (api.thoughtbox.ai/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) | 11 | Not a bundle |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/jungjaehoon-lifegamez/mama | github.com/jdalethoughtbox/thoughtbox |
| Changes in the last 7 days (differs) | 4 | 0 |
| First seen (differs) | 2026-10-24 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 5 days ago, requires a key |
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 mama
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
-
Local MCP tools for decisions, reflection, action plans, and digital report outlines.
-
ctxl ai.autoblocks/ctxl
Personal context management for AI assistants
-
Self-hosted persistent sequential thinking with private history and MCP App visualization.
-
Planner MCP — provable "done" for AI agents
Goal and task planning MCP for Codex and AI agents, with evidence-backed completion.
-
Persistent coding memory for AI assistants. MCP stdio, hybrid search, graph, context.
-
Mnema — Shared Brain for You and Your AI Agents
Self-hostable shared brain for you and your AI agents — docs, flows, meetings, decisions, rationale
What each says it does
mama
Memory-Augmented MCP Assistant - Track decisions, learn from mistakes, never repeat errors.
ai.thoughtbox.api/thoughts
An MCP server that provides read access to your cloud storage providers, bank accounts and more.
How to run each
mama
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
ai.thoughtbox.api/thoughts As a remote MCP server
claude mcp add --transport http thoughts https://api.thoughtbox.ai/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only ai.thoughtbox.api/thoughts 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: mama · What it can do: ai.thoughtbox.api/thoughts · 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.