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context7 vs io.github.codegraph-ai/codegraph

context7 is a plugin bundle for AI coding tools published by Upstash. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-official). io.github.codegraph-ai/codegraph is an MCP server published by codegraph-ai. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-12. 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

Where each is published
Marketplacecontext7io.github.codegraph-ai/codegraph
Claude Code: claude-plugins-official Listed
Version: not stated
Forks (GitHub): 4 247
Stars (GitHub): 37 724
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.21.0
Downloads/month (npm): 3 858
Downloads/week (npm): 1 082
Forks (GitHub): 25
Stars (GitHub): 120
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

context7 vs io.github.codegraph-ai/codegraph
Factcontext7io.github.codegraph-ai/codegraph
Marketplaces that list it11
Stars (GitHub) (differs)37 724 (better)120 (worse)
Forks (GitHub) (differs)4 247 (better)25 (worse)
Last releaseNot publishedNot published
Where it runs (differs)Remote server (mcp.context7.com/mcp)On your machine (@astudioplus/codegraph-mcp)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)1Not a bundle
LicenceNot statedNot stated
Repository (differs)github.com/anthropics/claude-plugins-officialgithub.com/codegraph-ai/codegraph
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)not checked yetno remote endpoint we check

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

context7

In its own words, on Claude Code: claude-plugins-official:

Upstash Context7 MCP server for up-to-date documentation lookup. Connects to Context7's hosted remote MCP server (https://mcp.context7.com/mcp) — no local Node.js or npx required — to pull version-specific documentation and code examples directly from source repositories into your LLM context. Works anonymously out of the box; set CONTEXT7_API_KEY for higher rate limits.

io.github.codegraph-ai/codegraph

In its own words, on Official MCP Registry:

Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory, PR review.

How to run each

context7 As a Claude Code plugin

Claude Code
/plugin install context7@claude-plugins-official

io.github.codegraph-ai/codegraph As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio codegraph -- npx -y @astudioplus/codegraph-mcp

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

Neither one's marketplaces publish the settings it asks for.

What it can do: context7 · What it can do: io.github.codegraph-ai/codegraph · Compare two other plugins

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. 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.

Where the data comes from: how the catalog is built