mcp-voice
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@mcp-voicerewrite this paragraph in my voice"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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 callsvoice-mcp-spec-00-benchmark-spike.md— calibration spike (prerequisite)voice-mcp-spec-01-ingestion.md— corpus ingestion ← building nowvoice-mcp-spec-02-storage.md—voice.schema + dual embeddingsvoice-mcp-spec-03-eval-harness.md— stylometric + detector gates (Python sidecar)voice-mcp-spec-04-voice-model.md— the generation enginevoice-mcp-spec-05-de-ai.md— tell registry + surgical remediationvoice-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 + tscThis server cannot be deployed
Maintenance
Related MCP Connectors
Trainable non-fiction writing voice, presets, and an anti-AI-tells audit for Claude, via MCP.
Loads your personal writing voice into any AI and scores how closely a draft matches it.
Build a voice from your own texts, measure whether a text still sounds like you, then write in it.
Turn Claude into a creative studio: DNA-locked characters, images, video, voiceover — 55 tools.
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