Overview

Walter Writes AI is a tool that rewrites AI-generated content into natural, human-sounding text while preserving original meaning and intent. It supports content from major AI models — including ChatGPT, Claude, and Gemini — across 80+ languages.

Walter Writes AI MCP lets you connect Walter Writes AI to an MCP-compatible AI assistant and work with text directly in chat. Once connected, you can humanize content, run AI detection, and process batches without switching between services.

Who It's For

• Students — Transform AI-assisted drafts into authentic writing that maintains originality.
• SEO and content teams — Humanize AI-generated marketing copy, blog posts, and product descriptions at scale while preserving keywords and brand language.
• Business professionals — Ensure reports, proposals, and communications read naturally and maintain an authentic tone.
• Educators and academics — Detect AI-generated patterns in student work and research papers.
• Legal professionals — Review and refine AI-drafted documents to meet professional writing standards.

What You Can Do

• Humanize: Rewrite AI-generated text so it sounds natural, with adjustable rewrite strength, voice and meaning preservation, natural rhythm enhancement, and structure-level rewriting. Preserves important keywords, phrases, entities, URLs, and document structure.
• Detect: Evaluate text for signs of AI-generated writing. Get a confidence score, verdict, and high-risk spans with explanations.
• Batch Humanize: Process multiple texts in a single run with shared defaults and per-item overrides — ideal for bulk content workflows.

You only need to connect once through the authorization consent screen. After that, Walter Writes AI tools become available in your AI assistant.

Limits

Walter Writes AI MCP availability and limits depend on your plan.

Plans typically differ by:

• Daily word volume for processing
• Number of items allowed in batch processing
• Extended capabilities for team and enterprise workspaces

To avoid overuse, workspace admins can control usage at the workspace level.

Authorization

When connecting Walter Writes AI MCP, the user completes OAuth authorization and approves access.

After approval, the connection is linked to your workspace, and tool calls run within that workspace's permissions and limits. Access can be revoked at any time.

Examples

Example 1: Humanize a blog post

User prompt: “Humanize this blog post: [paste your text here]”

What happens:

• Your AI assistant sends the text to the walter_humanize tool.
• Walter Writes AI rewrites the text to sound more natural.
• The rewritten text is returned along with a preservation report.

Example 2: Check content for AI detection

User prompt: “Run AI detection on this article and explain the results: [paste article here]”

What happens:

• Your AI assistant sends the text to the walter_detect tool with explanations enabled.
• Walter Writes AI returns a detection score (0–100), a verdict (likely human, unclear, or likely AI), and any high-risk spans in the text.
• Because explanations are enabled, you also receive detailed notes with writing advice on how to improve the flagged sections.

Example 3: Batch-humanize multiple texts

User prompt: “Humanize these two product descriptions: 1. [text 1] 2. [text 2]”

What happens:

• Your AI assistant sends all texts to the walter_batch_humanize tool.
• Each item is processed individually. If any single item fails (e.g., exceeds word limits), the rest still succeed — partial results are returned.
• You get back all rewritten descriptions with per-item reports and a batch summary.

Privacy Policy

See the full privacy policy: https://walterwrites.ai/privacy-policy/

Support

• Email: [email protected]
• Website: https://walterwrites.ai

Usage Terms

Walter Writes AI MCP is intended for interactive workflows in MCP-compatible AI clients.

The product is designed for user-to-assistant scenarios focused on text editing and evaluation. Other usage scenarios are subject to separate product and access policies.