celmis-code vs Octocode MCP - AI Context Platform
celmis-code is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑18.
celmis-code is a plugin bundle for AI coding tools published by Celmis Labs. No marketplace we read lists it any more. Octocode MCP - AI Context Platform is an MCP server published by bgauryy. 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 |  Octocode MCP - AI Context Platform | |
|---|---|---|
| Community marketplace celmis-labs/celmis | Removed on 2026-10-18 Version: not stated Forks (GitHub): 0 Stars (GitHub): 3 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 7.0.9 Downloads/month (npm): 9 260 Downloads/week (npm): 1 933 Forks (GitHub): 78 Stars (GitHub): 951 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 | celmis-codeno longer listed · | Octocode MCP - AI Context Platform |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 1 |
| Stars (GitHub) (differs) | 3 | 951 |
| Forks (GitHub) (differs) | 0 | 78 |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (octocode-mcp) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 1, secrets among them: 1 |
| Hooks it runs (differs) | 3 | Not published |
| Parts of the bundle (differs) | 6 | Not a bundle |
| Licence (differs) | AGPL-3.0-or-later | Not stated |
| Repository (differs) | github.com/celmis-labs/celmis | github.com/bgauryy/octocode-mcp |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen (differs) | 2026-10-13 | 2026-10-11 |
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 celmis-code
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Universal read-only code search over any repository and any language - ranked fuzzy discovery and exhaustive strict search from a resident index, for Claude Code.
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Paparats – Local Semantic Code Search MCP
Local-first semantic code search across all your repos. Private context for AI coding assistants.
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Search indexed git repositories and generate responses with citations.
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Code intelligence for LLMs. Analyze, search, and retrieve code from any public git repository.
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Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples.
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Retrieve code context for any repo, library, or natural-language query via DeepWiki, Context7, Exa, git clone, and web search+fetch
What each says it does
celmis-code
Search and read code across every repository your Celmis token covers, with a small tool list and a token budget on every answer.
Octocode MCP - AI Context Platform
AI code research platform. Search, analyze, and extract insights from any GitHub repository.
How to run each
celmis-code
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Octocode MCP - AI Context Platform As a local MCP server: npm package
claude mcp add --env "GITHUB_TOKEN=<YOUR_GITHUB_TOKEN>" --transport stdio octocode-mcp -- npx -y octocode-mcpRequires: GITHUB_TOKEN (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
The marketplaces of celmis-code publish no settings it asks for, so we do not compare settings.
What it can do: celmis-code · What it can do: Octocode MCP - AI Context Platform · 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.