MCP notes
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
GitHub
Access repositories, pull requests, issues, and file contents to provide code context for agents.
- List repositories and file trees
- Get file contents
- Inspect pull requests and diffs
Google Drive
Search and work with Docs, Sheets, Slides, and Drive files used as source material.
- Search workspace files
- Read document context
- Analyze structured spreadsheet ranges
Slack
Find threads, draft replies, summarize channels, and capture team decisions.
- Search conversations
- Summarize channel activity
- Draft response text
arXiv Search
Search paper metadata and collect canonical paper links for reading trails.
- Search by title, author, or topic
- Collect abstracts and identifiers
- Link papers to notes
PDF Extract
Extract structured text from papers so notes can cite sections and compare claims.
- Extract paper text
- Preserve page and section references
- Prepare text for summarization
Semantic Scholar
Inspect paper metadata, citation graphs, and related work for research trails.
- Lookup paper metadata
- Inspect citations and references
- Find adjacent papers
Filesystem
Read and write local project files when an agent needs repository context or durable notes.
- Read project files
- Search local directories
- Write approved changes
Cloudflare
Inspect and operate Pages, Workers, storage, and edge deployments.
- List projects and deployments
- Inspect build logs
- Review edge configuration
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