Context7 is a service for LLM agents to provide latest, accurate, and safe documentation via MCP, API, or CLI.
Most developers now write code with the help of an AI agent. Without Context7, those agents rely on the LLM's training data — which is often out of date — leading to hallucinations and incorrect API calls.
Context7 provides the latest and accurate context from trusted documentation repos and websites.
Context7 got very fast adoption among developers. Enterprise adoption was slower. Two issues:
- Data privacy: Companies keep their source and documentation private and have strict criteria for sharing with third parties.
- Data safety: Even for public (open-source) repos, they have a high bar for trusting outside content because of injection and malware threats.
We addressed both. On-premise solves data privacy. Content scanning and content moderation together solve data safety.
1. On-premise edition
We ship the full Context7 stack — web dashboard, API server, parser, MCP server, and the private vector database — as Docker containers that run inside the customer's network. Customers connect their own LLM keys, so even parse-time and query-time LLM calls stay within their environment. Source code, documentation, and queries never leave their infrastructure. They can still consume our public catalog of open-source documentation, so private sources stay internal while developers keep access to OSS docs. We never use customer data for training or model improvement, and queries are not stored.
2. Content scanning
We run an LLM-based classifier in two layers to detect and discard suspicious content like prompt injection and malicious snippets before it reaches a developer's tool.
3. Content moderation
Teams can set up policies to allow or exclude sources as part of their queries. They can apply advanced filters — for example, only accepting GitHub repos with more than 1,000 stars — or provide an explicit list of repos or organizations to trust exclusively.
Compliance & Access Control
Context7 is SOC 2 Type II certified, GDPR/CCPA compliant. SSO (SAML/OIDC) and role-based access control are available on enterprise plans. More at trust.upstash.com.
Try it first
We help teams decide by offering a 1-month free trial for both cloud and on-premise editions. Reach us at context7@upstash.com — we'll walk through your use case and figure out if Context7 is a good fit for your organization.