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Snider 2107edaf79 feat(mcp): add parallel tool registry for REST bridge 
Introduce ToolRecord type and addToolRecorded generic helper that
registers tools with the MCP SDK server while simultaneously recording
metadata (name, description, group, input/output JSON schemas) in a
parallel registry. This enables the upcoming REST bridge to enumerate
available tools and their schemas without depending on the SDK server's
unexported internals.

Co-Authored-By: Virgil <virgil@lethean.io>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-21 00:59:13 +00:00
ai test: Phase 5 — testing gaps (process/RAG/ML mocks, metrics bench) 2026-02-20 06:48:31 +00:00
docs docs: graduate TODO/FINDINGS into production documentation 2026-02-20 14:54:05 +00:00
mcp feat(mcp): add parallel tool registry for REST bridge 2026-02-21 00:59:13 +00:00
.gitignore chore: update module paths and add gitignore 2026-02-17 19:19:38 +00:00
CLAUDE.md docs: graduate TODO/FINDINGS into production documentation 2026-02-20 14:54:05 +00:00
go.mod fix(go.mod): correct replace path for core/go 2026-02-20 14:20:33 +00:00
go.sum fix: post-split cleanup — remove test script, fix tests, update docs 2026-02-20 01:18:27 +00:00
README.md docs: add README with quick start and docs links 2026-02-20 15:11:19 +00:00
TEST-RESULTS.md test: validate MLX inference and scoring pipeline on M3 Ultra 2026-02-16 17:24:36 +00:00

README.md

go-ai

MCP (Model Context Protocol) hub for the Lethean AI stack. Exposes 49 tools across file operations, directory management, language detection, RAG vector search, ML inference and scoring, process management, WebSocket streaming, browser automation via Chrome DevTools Protocol, JSONL metrics, and an IDE bridge to the Laravel core-agentic backend. The package is a pure library — the Core CLI (core mcp serve) imports it and handles transport selection (stdio, TCP, or Unix socket).

Module: forge.lthn.ai/core/go-ai Licence: EUPL-1.2 Language: Go 1.25

Quick Start

import "forge.lthn.ai/core/go-ai/mcp"

svc, err := mcp.New(
    mcp.WithWorkspaceRoot("/path/to/project"),
    mcp.WithProcessService(ps),
)
// Run as stdio server (default for AI client subprocess integration)
err = svc.Run(ctx)
// Or TCP: MCP_ADDR=127.0.0.1:9100 triggers ServeTCP automatically

Documentation

Build & Test

go test ./...
go test -race ./...
go build ./...

Licence

European Union Public Licence 1.2 — see LICENCE for details.