io.github.giancarloerra/socraticode vs io.github.xiaolai/codex-octopus
io.github.giancarloerra/socraticode is an MCP server published by giancarloerra. Marketplaces we read that list it: 3 (Official MCP Registry, Claude Code: claude-plugins-community, Community GitHub marketplaces). io.github.xiaolai/codex-octopus is an MCP server published by xiaolai. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-19. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  io.github.giancarloerra/socraticode |  io.github.xiaolai/codex-octopus |
|---|---|---|
| Official MCP Registry | Listed Version: 1.16.1 Downloads/month (npm): 19 713 Downloads/week (npm): 2 291 Forks (GitHub): 432 Stars (GitHub): 3 342 Not marked · First seen |
Listed Version: 1.0.1 Downloads/month (npm): 175 Downloads/week (npm): 38 Forks (GitHub): 7 Stars (GitHub): 20 Not marked · First seen |
| Claude Code: claude-plugins-community | Listed Version: 1.11.0 Forks (GitHub): 432 Stars (GitHub): 3 342 Not marked · First seen |
Not listed |
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 | io.github.giancarloerra/socraticode | io.github.xiaolai/codex-octopus |
|---|---|---|
| Marketplaces that list it (differs) | 3 (better) | 1 (worse) |
| Stars (GitHub) (differs) | 3 342 (better) | 20 (worse) |
| Forks (GitHub) (differs) | 432 (better) | 7 (worse) |
| Last release (differs) | 2026-10-16 | Not published |
| Where it runs (differs) | On your machine (socraticode) | On your machine (codex-octopus) |
| Transport | stdio | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | 17, secrets among them: 6 | 7, secrets among them: 1 |
| Hooks it runs (differs) | 1 | Not published |
| Parts of the bundle (differs) | 5 | Not a bundle |
| Licence (differs) | AGPL-3.0-only | Not stated |
| Repository (differs) | github.com/giancarloerra/socraticode | github.com/xiaolai/codex-octopus |
| Changes in the last 7 days (differs) | 4 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
io.github.giancarloerra/socraticode
MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.
io.github.xiaolai/codex-octopus
Spawn multiple specialized Codex agents as MCP servers, each independently configured.
How to run each
io.github.giancarloerra/socraticode As a local MCP server: npm package
claude mcp add --env "GOOGLE_API_KEY=<YOUR_GOOGLE_API_KEY>" --env "LITELLM_API_KEY=<YOUR_LITELLM_API_KEY>" --env "LMSTUDIO_API_KEY=<YOUR_LMSTUDIO_API_KEY>" --env "OLLAMA_API_KEY=<YOUR_OLLAMA_API_KEY>" --env "OPENAI_API_KEY=<YOUR_OPENAI_API_KEY>" --env "QDRANT_API_KEY=<YOUR_QDRANT_API_KEY>" --transport stdio socraticode -- npx -y socraticodeRequires: GOOGLE_API_KEY (secret), LITELLM_API_KEY (secret), LMSTUDIO_API_KEY (secret), OLLAMA_API_KEY (secret), OPENAI_API_KEY (secret), QDRANT_API_KEY (secret)
io.github.xiaolai/codex-octopus As a local MCP server: npm package
claude mcp add --env "CODEX_API_KEY=<YOUR_CODEX_API_KEY>" --transport stdio codex-octopus -- npx -y codex-octopusRequires: CODEX_API_KEY (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Only io.github.giancarloerra/socraticode asks for
EMBEDDING_DIMENSIONSEMBEDDING_MODELEMBEDDING_PROVIDERGOOGLE_API_KEY (secret)LITELLM_API_KEY (secret)LITELLM_SEND_DIMENSIONSLITELLM_URLLMSTUDIO_ALLOW_MISSING_MODEL_LISTINGLMSTUDIO_API_KEY (secret)LMSTUDIO_URLOLLAMA_API_KEY (secret)OLLAMA_MODE
Show the remaining 5
OLLAMA_URLOPENAI_API_KEY (secret)QDRANT_API_KEY (secret)QDRANT_MODEQDRANT_URL
Only io.github.xiaolai/codex-octopus asks for
CODEX_API_KEY (secret)CODEX_APPEND_INSTRUCTIONSCODEX_APPROVAL_POLICYCODEX_FACTORY_ONLYCODEX_MODELCODEX_SANDBOX_MODECODEX_TOOL_NAME
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: io.github.giancarloerra/socraticode · What it can do: io.github.xiaolai/codex-octopus · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.