Memory and knowledge · MCP server
Context7: MCP server, setup and security
Context7 is an open-source MCP server that lets an AI agent access up-to-date code documentation for LLMs and AI code editors. Its repository has 63,596 stars and its last commit is from October 23, 2026 and it is licensed under MIT.
| Adoption (stars) | 40/40 | |
|---|---|---|
| Maintenance | 30/30 | |
| Framework (licence, registry, official) | 20/30 |
What Context7 does
According to its repository: “Up-to-date code documentation for LLMs and AI code editors.”
An MCP server gives an AI agent extra tools it calls during the conversation: the agent reads their description, decides to use them and gets the result back. Context7 is listed under Memory and knowledge, a category of 250 servers in the directory, where it ranks #1 by stars.
Topics declared by the repository: vibe-coding.
Installing and connecting Context7
Distribution modes declared in the official MCP registry:
- npm package (Node.js, usually started with
npx) - MCPB bundle (one-click install in Claude Desktop)
- remote server (streamable-http): you connect to it by URL, with nothing to install locally
Like any MCP server, you declare it in your client's configuration (Claude Desktop, Claude Code, Cursor, VS Code, Codex…): a name, the command that starts it or its URL, and any environment variables. The client then starts it and lists its tools. Project language: TypeScript.
The registry lists 2 secret variables to provide (API key, access token). Keep them in the client's environment variables, never in a shared file or a repository.
Security: what to check
An MCP server runs code with the rights you give it, and the model reads its tool descriptions: a malicious or compromised server can hijack the agent. Read the code, or pick a maintained and widely used server, before connecting it.
Points found for Context7:
- Secrets: the server acts with your credentials. Create a dedicated key with minimum rights and an expiry date.
Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.
Project activity and maintenance
Created on March 26, 2025, the upstash/context7 repository has 63,596 stars and 3,130 forks, with 24 open issues. It is one of the most starred servers in the directory. It received changes this month. Version published in the registry: 4.4.4 (October 19, 2026).
Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.
Verdict
Context7 is one of the most solid servers in its category: followed, maintained and well framed.
Strengths
- Active project: recent commit
- Widely followed: 63.6K stars
- Listed in the official MCP registry
- Usable remotely, without installation
- Permissive licence (MIT)
Limitations
- Requires an API key or token
Avoid if…
- You do not want to give credentials to an agent
Alternatives
- Basic memory4.3K ★
- Hindsight53.4K ★
- Cognee32.7K ★
- Skill Seekers15.2K ★
- Honcho7.8K ★
- Memanto2.3K ★
Learn more
Frequently asked questions
How do I install Context7?
Context7 is distributed as npm package (Node.js, usually started with npx), MCPB bundle (one-click install in Claude Desktop), and a remote server. Add it to your client's MCP configuration (Claude Desktop, Cursor, VS Code…) following the README of upstash/context7.
Is Context7 free?
The code is published under the MIT licence and can be used free of charge. It needs an API key: the service it connects to may be paid.
Is Context7 safe?
Points to watch: secrets. Give it minimum rights and approve sensitive actions.
Is it an official server?
Nothing says so: it is a project published by upstash on GitHub. Check who maintains it before giving it access.
What are the alternatives to Context7?
In the same category: Basic memory, Hindsight, Cognee, and Skill Seekers.
Related articles
- Build your own MCP server in 30 minutesOctober 24, 2026
- Automate your inbox with an AI agentOctober 18, 2026
- MCP, A2A, and tool calling: agent protocols explainedOctober 17, 2026
- Build an AI agent with n8n, without codingOctober 16, 2026
Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score