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feat: anf-mcp, an MCP server exposing ANF encoding to any agent #25

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Merged
shreyanshjain7174 merged 6 commits into from
Jul 21, 2026
Merged

feat: anf-mcp, an MCP server exposing ANF encoding to any agent #25

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838696f
feat(anf): generic lossless JSON to ANF translator
shreyanshjain7174 Jul 19, 2026
a1c166a
feat(anfmcp): stateless MCP stdio server core
shreyanshjain7174 Jul 20, 2026
83f0e2e
feat(anftools): anf_encode and anf_encode_kubernetes MCP tools
shreyanshjain7174 Jul 20, 2026
14d918c
feat(anf-mcp): stdio MCP server binary exposing ANF tools
shreyanshjain7174 Jul 20, 2026
6adedaf
docs(anf-mcp): client configs, skill packaging, README entry
shreyanshjain7174 Jul 20, 2026
ff5b049
fix(anf-mcp): address peer review (precision, notifications, honesty)
shreyanshjain7174 Jul 20, 2026
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1 change: 1 addition & 0 deletions LICENSE
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Expand Up @@ -15,6 +15,7 @@ This repository also contains materials under separate licenses:

- SPEC.md and docs/protocol.md: Creative Commons Attribution 4.0 International (CC BY 4.0)
- pkg/ and adapters/: Apache License, Version 2.0
- cmd/anf-mcp/ and translators/: Apache License, Version 2.0
- benchmark methodology and scenario definitions: Apache License, Version 2.0 unless otherwise noted

If any file contains an explicit license notice, that notice controls for that file.
1 change: 1 addition & 0 deletions Makefile
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Expand Up @@ -38,6 +38,7 @@ docker-build:
build:
$(GO) build -trimpath -ldflags="-s -w" -o bin/acp-server ./cmd/acp-server
$(GO) build -trimpath -ldflags="-s -w" -o bin/acp-bridge ./cmd/acp-bridge
$(GO) build -trimpath -ldflags="-s -w" -o bin/anf-mcp ./cmd/anf-mcp

generate:
@if [ ! -x $(MOCKGEN) ]; then \
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3 changes: 3 additions & 0 deletions README.md
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Expand Up @@ -32,6 +32,9 @@ about 350 tokens as ANF. The full spec is in [`FORMAT.md`](FORMAT.md).
- **Go encoder.** [`pkg/anf`](pkg/anf), Apache 2.0. Build and emit ANF documents.
- **Kubernetes translator.** [`translators/kubernetes`](translators/kubernetes).
Live cluster state to ANF.
- **MCP server.** [`cmd/anf-mcp`](cmd/anf-mcp), Apache 2.0. A stateless stdio MCP
server exposing ANF encoding tools to any MCP client (Claude, Cursor, VS Code,
Codex). `go install github.com/Clawdlinux/agent-native-format/cmd/anf-mcp@latest`.
- **Benchmarks.** Reproducible token measurements against raw and filtered JSON.

## Governed execution runtime
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