AI Potluck
Product / UX / Agent tools & protocols

Context7

Upstash

Documentation retrieval service that supplies agents and coding assistants with current, version-correct library documentation and code examples, addressed over a hosted MCP endpoint or a CLI. The MCP server, CLI and SDK are published; the API backend, parsing engine and crawling engine that produce the index are not.

Verified 2026-08-30 via the GitHub API, the repository README and the npm downloads API.

Openness

2 high confidence
2.0
license
MIT(OSI, over the published MCP server, CLI and SDK)
source
partial(the API backend, parsing engine and crawling engine are private and not in the repository)
core-gated
gated(the index the product exists to serve is produced by components that are not published)

The MIT license is real and the repository is genuinely public, which is exactly why this record needs reading past the badge. The README states it directly: 'This repository hosts the MCP server's source code. The supporting components - API backend, parsing engine, and crawling engine - are private and not part of this repository.' What ships publicly is the client half - the MCP server, a CLI and an SDK - while the documentation index that the product exists to serve is built and held privately and reached over a hosted endpoint at mcp.context7.com with an API key. That is source: partial under this ladder, a repo without the runtime, and the formula settles a partial source at 2/source_available before the license tier is consulted. An OSI license over a client does not open an engine that was never published.

Adoption

4 high confidence
4.0

3,992,771 downloads of @upstash/context7-mcp in the trailing 30 days, which bands at 1M-10M, level 4 on the software adoption scale. The figure counts installs of the MCP server package and not calls to the hosted index, for which no count is published.

Capability

3 medium confidence
3.0

Banded with jina-reader as a single-purpose retrieval service: one kind of source, fetched and shaped for a model context, without the crawl, extraction-strategy and deployment surface the level-4 products in this category carry. The comparison is dated to when the anchor was last confirmed rather than to this sweep, because a relative band is only as fresh as the record it is relative to.

Verified 2026-08-13