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This release adds 3 notable features for engineering teams evaluating rollout.

Published 9d MCP Developer Tools
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

llm mcp mcp-server vibe-coding

Summary

AI summary

Adds an official Context7 extension for the pi coding agent, registering two tools and a slash command.

Changes in this release

Feature Low

Adds official Context7 extension for pi coding agent.

Adds official Context7 extension for pi coding agent.

Source: llm_adapter@2026-05-25

Confidence: high

Feature Low

Registers `resolve-library-id` and `query-docs` tools in the extension.

Registers `resolve-library-id` and `query-docs` tools in the extension.

Source: granite4.1:30b@2026-05-25-audit

Confidence: low

Feature Low

Ships the `context7-docs` skill with the extension.

Ships the `context7-docs` skill with the extension.

Source: granite4.1:30b@2026-05-25-audit

Confidence: low

Feature Low

Exposes a `/c7-docs` slash command for documentation queries.

Exposes a `/c7-docs` slash command for documentation queries.

Source: granite4.1:30b@2026-05-25-audit

Confidence: low

Feature Low

Copies wire format, error messages, and tool descriptions from `@upstash/context7-mcp` verbatim.

Copies wire format, error messages, and tool descriptions from `@upstash/context7-mcp` verbatim.

Source: granite4.1:30b@2026-05-25-audit

Confidence: low

Feature Low

Provides identical instructions and output for pi and MCP clients.

Provides identical instructions and output for pi and MCP clients.

Source: granite4.1:30b@2026-05-25-audit

Confidence: low

Feature Low

Self-contained with no external Context7 runtime dependencies.

Self-contained with no external Context7 runtime dependencies.

Source: granite4.1:30b@2026-05-25-audit

Confidence: low

Feature Low

Works out of the box at IP‑based rate limits; higher tier available via `CONTEXT7_API_KEY`.

Works out of the box at IP‑based rate limits; higher tier available via `CONTEXT7_API_KEY`.

Source: granite4.1:30b@2026-05-25-audit

Confidence: low

Feature Low

Installable with `pi install npm:@upstash/context7-pi` command.

Installable with `pi install npm:@upstash/context7-pi` command.

Source: granite4.1:30b@2026-05-25-audit

Confidence: low

Full changelog

Minor Changes

  • f91b40c: Initial release. Adds an official Context7 extension for the pi coding agent — registers resolve-library-id and query-docs tools, ships the context7-docs skill, and exposes a /c7-docs slash command. Wire format, error messages, and tool descriptions are copied verbatim from @upstash/context7-mcp so pi and MCP clients give the LLM identical instructions and output. Self-contained — no Context7 runtime dependencies. Works out of the box at IP-based rate limits; set CONTEXT7_API_KEY for the higher tier. Install with pi install npm:@upstash/context7-pi.

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About upstash/context7

Up-to-date code documentation for LLMs and AI code editors.

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Beta — feedback welcome: [email protected]