mcp-voice

An MCP server that lets Claude generate, rewrite, de-AI, and transform written text so it reads as a specific human voice — primarily the operator's own, extensible to other authorized voices. Not for impersonating arbitrary third parties.

Status

Early build. Specs (research-backed, decisions resolved) live in the system repo:

• voice-mcp-research.md — verified research + the three architecture calls

• voice-mcp-spec-00-benchmark-spike.md — calibration spike (prerequisite)

• voice-mcp-spec-01-ingestion.md — corpus ingestion ← building now

• voice-mcp-spec-02-storage.md — voice. schema + dual embeddings

• voice-mcp-spec-03-eval-harness.md — stylometric + detector gates (Python sidecar)

• voice-mcp-spec-04-voice-model.md — the generation engine

• voice-mcp-spec-05-de-ai.md — tell registry + surgical remediation

• voice-mcp-spec-06-mcp-design.md — the 7-tool MCP surface

Related MCP server: MyAITwin MCP

Architecture (locked)

• Stack: TypeScript MCP server (this repo) + a Python FastAPI eval sidecar over HTTP.

• Storage: reuse the Second Brain Postgres + pgvector in an isolated voice. schema.

• Capture: hybrid — distilled style card + style-coverage few-shot exemplars + RAG for facts.

• Gate: stylometric similarity is primary; AI-detectors are advisory-only (never optimized against).

Toolchain

Bun + TypeScript, Biome, knip, bun test.

bun install
bun test
bun run quality   # biome ci + knip + tsc