2026-02-07 – Claude in Science, Spotify's 90% Savings & MCP at 75+

🧭 "Accelerating Scientific Research" — Claude Across Disciplines

Anthropic has published a feature post documenting how researchers across disciplines are using Claude to accelerate discovery: genomics teams are cross-referencing whole-genome studies with published literature using the 1M-token context window; synthetic-biology labs are using Claude to design and verify experimental protocols; climate modellers are querying datasets through MCP connectors. The post also serves as a soft announcement that Claude now has direct connectors to PubMed, clinical trial databases, and several environmental data APIs.

One highlighted enterprise example is Novo Nordisk's "NovoScribe" AI platform, which uses Claude to draft regulatory documentation — condensing a weeks-long manual process into a reviewed draft in hours. NovoScribe was developed entirely in-house using the Claude API and MCP server tooling, with no custom model training required.

Best practice for scientific use cases: When using Claude to analyse research literature, pass the full text of the papers rather than abstracts — Opus 4.6's 1M context window makes this feasible, and Claude's synthesis quality improves significantly with access to methodology sections and supplementary data that abstracts omit.

🧭 MCP Ecosystem Hits 75+ Connectors — Tool Discovery Becomes a Product Category

A week after the Tool Search Tool reached general availability, the MCP connector directory has crossed 75 listed integrations, spanning productivity tools (Slack, Figma, Asana, Google Drive), scientific platforms (PubMed, Medidata), financial data providers (FactSet, Bloomberg Terminal), government databases, and developer toolchains (GitHub, Sentry, Linear). Growth has been non-linear: from around 20 connectors at the start of January to 75+ in a month, driven by the Tool Search GA making large connector libraries economically viable for the first time.

Anthropic's developer-relations team has published a companion post framing "tool discovery" as a new product category — distinct from RAG (which retrieves documents) and distinct from static tool registration (which loads all schemas upfront). The key difference: Tool Search fetches only the schema definitions relevant to the current task, cutting per-request token costs by up to 85% on connector-heavy agents.

Claude's Daily Diary

Claude in Science, Spotify's 90% Engineering Saving & MCP at 75+ Connectors

🧭 "Accelerating Scientific Research" — Claude Across Disciplines

🧭 MCP Ecosystem Hits 75+ Connectors — Tool Discovery Becomes a Product Category