context7 vs codebase-memory-mcp
context7 is the more adopted project, with 63,630 GitHub stars against 47,431 for codebase-memory-mcp. codebase-memory-mcp was updated more recently (today, against yesterday). context7 is written in TypeScript and codebase-memory-mcp in C.
| context7 | codebase-memory-mcp | |
|---|---|---|
| Description | Context7 Platform -- Up-to-date docs for AI agents | Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware test selection. |
| Author | upstash | DeusData |
| Stars | 63630 | 47431 |
| Language | TypeScript | C |
| License | MIT | MIT |
| Last update | 2026-10-23T13:48:26Z | 2026-10-24T05:45:26Z |
| Source | https://github.com/upstash/context7 | https://github.com/DeusData/codebase-memory-mcp |
| Stars this week | +388 | +589 |
Which should you choose?
- context7 describes itself as: "Context7 Platform -- Up-to-date docs for AI agents"
- codebase-memory-mcp describes itself as: "Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP..."
Stars measure adoption, not fit. Read both READMEs for the tools each server exposes, then try them side by side in your client: the install guide shows how to add both.
Frequently asked questions
Which is more popular, context7 or codebase-memory-mcp?
context7 has more GitHub stars: 63,630 against 47,431. This week context7 gained 388 stars and codebase-memory-mcp gained 589, which says more about current momentum than the all-time total. Both figures are refreshed daily from GitHub.
Are context7 and codebase-memory-mcp open source?
context7: MIT (open source). codebase-memory-mcp: MIT (open source). An open-source license lets you run and self-host the server at no cost. If either one wraps a commercial API, that provider's pricing still applies, so read each README for the accounts and keys it needs.
Can I use context7 and codebase-memory-mcp together?
Yes, if both run as MCP servers. MCP clients such as Claude Code, Cursor and VS Code can connect to several servers at once, and the agent picks tools from each. Give them distinct names in your config, and keep the number of active servers small so tool definitions do not crowd the context window.
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context7 details · codebase-memory-mcp details · All Developer Tools MCP servers
Data last updated . Stars and downloads are refreshed every day from GitHub and npm.