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aetherwing

Tools for LLM agent workflows

Tools for LLM agent workflows.

File Context Protocol (FCP)

MCP servers that let LLMs work with complex file formats through a verb-based DSL. The LLM thinks in domain operations, FCP renders them into the target format.

Server Domain What it does
fcp-drawio Diagrams Create and edit draw.io diagrams
fcp-midi Music Compose MIDI files
fcp-sheets Spreadsheets Build and style .xlsx files
fcp-slides Presentations Build PowerPoint presentations
fcp-rust Rust Navigate Rust codebases via rust-analyzer
fcp-terraform Infrastructure Generate Terraform HCL
fcp-core Framework Shared tokenizer, verb registry, undo/redo

See the FCP repo for the full spec.

Other

Repo What it does Website
mish LLM-native shell — structured output, error diagnostics, and process control ohitsmish.com
slipstream In-memory file editing daemon for LLM agent workflows slipstream.sh

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  1. mish mish Public

    The LLM-native shell — five MCP tools for structured output, error diagnostics, and process control

    Rust 4

  2. slipstream slipstream Public

    In-memory file editing daemon for LLM agent workflows (experiment)

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  4. mini-swe-agent mini-swe-agent Public

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    The 100 line AI agent that solves GitHub issues or helps you in your command line. Radically simple, no huge configs, no giant monorepo—but scores >74% on SWE-bench verified!

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