FastApply MCP Server

Enables AI-powered code editing with preview and validation capabilities through FastApply language models. Features automatic backups, atomic file operations, and support for multiple FastApply-compatible backends like LM Studio and Ollama.

→ tickernelz/fastapply-mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 1 credential: FAST_APPLY_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configFAST_APPLY_URL— "": "http://localhost:1234/v1",

configFAST_APPLY_MODEL— fastapply-1.5b

🔐 secretFAST_APPLY_API_KEY— optional-api-key

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 7 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/tickernelz-fastapply-mcp-ahxc7z)](https://m8ven.ai/mcp/tickernelz-fastapply-mcp-ahxc7z)

commit: abe5ef7fafc9d2b6b0425edf342570aac8289cfa

code hash: 6df43ae8bca522cff3fe596968eabb3d1a4196110e66795e57872a0c4c24c0ec

verified: 6/18/2026, 11:45:15 AM

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