MCP interfaces, explained for builders

Notes on how tool interfaces expose research materials, team memory, code context, and operational workflows to AI systems.

Interface note index

8 MCP notes visible

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Code context

GitHub

Documented

Access repositories, pull requests, issues, and file contents to provide code context for agents.

inspect PRs · review issues Includes JSON-RPC example
  • List repositories and file trees
  • Get file contents
  • Inspect pull requests and diffs
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Workspace

Google Drive

Documented

Search and work with Docs, Sheets, Slides, and Drive files used as source material.

summarize docs · inspect sheets Interface note
  • Search workspace files
  • Read document context
  • Analyze structured spreadsheet ranges
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Team memory

Slack

Documented

Find threads, draft replies, summarize channels, and capture team decisions.

daily digest · reply drafting Interface note
  • Search conversations
  • Summarize channel activity
  • Draft response text
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Research

arXiv Search

Documented

Search paper metadata and collect canonical paper links for reading trails.

paper search · trail building Interface note
  • Search by title, author, or topic
  • Collect abstracts and identifiers
  • Link papers to notes
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Research

PDF Extract

Documented

Extract structured text from papers so notes can cite sections and compare claims.

content extraction · quote review Interface note
  • Extract paper text
  • Preserve page and section references
  • Prepare text for summarization
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Research

Semantic Scholar

Documented

Inspect paper metadata, citation graphs, and related work for research trails.

extract citations · find related work Interface note
  • Lookup paper metadata
  • Inspect citations and references
  • Find adjacent papers
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Workspace

Filesystem

Documented

Read and write local project files when an agent needs repository context or durable notes.

inspect files · update notes Interface note
  • Read project files
  • Search local directories
  • Write approved changes
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Platform

Cloudflare

Documented

Inspect and operate Pages, Workers, storage, and edge deployments.

debug edge deployments · review Pages settings Interface note
  • List projects and deployments
  • Inspect build logs
  • Review edge configuration
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