io.github.Mibayy/token-savior vs io.github.giancarloerra/socraticode
io.github.Mibayy/token-savior is an MCP server published by Mibayy. Marketplaces we read that list it: 1 (Official MCP Registry). 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). As of our marketplace pass on 2026-10-25. 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.Mibayy/token-savior |  io.github.giancarloerra/socraticode |
|---|---|---|
| Official MCP Registry | Listed Version: 4.13.0 Downloads/month (PyPI): 1 387 Downloads/week (PyPI): 826 Forks (GitHub): 106 Stars (GitHub): 1 189 Not marked · First seen |
Listed Version: 1.16.1 Downloads/month (npm): 17 623 Downloads/week (npm): 2 001 Forks (GitHub): 431 Stars (GitHub): 3 354 Not marked · First seen |
| Claude Code: claude-plugins-community | Not listed | Listed Version: 1.11.0 Forks (GitHub): 431 Stars (GitHub): 3 354 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 | io.github.Mibayy/token-savior | io.github.giancarloerra/socraticode |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 3 (better) |
| Stars (GitHub) (differs) | 1 189 (worse) | 3 354 (better) |
| Forks (GitHub) (differs) | 106 (worse) | 431 (better) |
| Last release (differs) | Not published | 2026-10-16 |
| Where it runs (differs) | On your machine (token-savior-recall) | On your machine (socraticode) |
| Transport | stdio | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | 3, secrets among them: 0 | 17, secrets among them: 6 |
| Hooks it runs (differs) | Not published | 1 |
| Parts of the bundle (differs) | Not a bundle | 5 |
| Licence (differs) | Not stated | AGPL-3.0-only |
| Repository (differs) | github.com/mibayy/token-savior | github.com/giancarloerra/socraticode |
| Changes in the last 7 days | 0 | 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.Mibayy/token-savior
Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.
io.github.giancarloerra/socraticode
MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.
How to run each
io.github.Mibayy/token-savior As a local MCP server: PyPI package
claude mcp add --env "WORKSPACE_ROOTS=<YOUR_WORKSPACE_ROOTS>" --transport stdio token-savior -- uvx token-savior-recallRequires: WORKSPACE_ROOTS
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)
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.Mibayy/token-savior asks for
TOKEN_SAVIOR_CLIENTTOKEN_SAVIOR_PROFILEWORKSPACE_ROOTS
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
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: io.github.Mibayy/token-savior · What it can do: io.github.giancarloerra/socraticode · 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.