Tokenectomy Razor

Autonomous log surgery & secret redaction MCP server for AI coding agents.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

One-click editor setup isn’t available for this listing yet — we don’t have a confirmed install command, and we’d rather show nothing than point your editor at the wrong package or host. Follow the project’s own setup instructions, linked above.

Manual Client & Custom JSON ConfigExpand JSON ▾

No confirmed setup config for this listing yet. We only publish a config block when the install details come from the project itself — its README, its docs, or a verified owner. We haven’t found those for Tokenectomy Razor, and we’d rather show nothing than a guess you’d paste into your client. Follow the project’s own setup instructions for the current steps.

Documentation Overview

Tokenectomy Razor

Fix Claude Code & Cursor Rate Limits: Zero-Latency Local AI Gateway & Context-Surgery MCP Server in Rust

Stop burning 20,000 tokens on node_modules stack traces. Tokenectomy Razor is a sub-millisecond local AI Gateway reverse proxy (127.0.0.1:8080) & companion MCP server written in safe Rust. Excises 41.7%–99.7% framework noise from terminal error logs, redacts leaked DB credentials/JWTs, and caches prompts for free.

Quick Start (10s) • Architecture • The Problem • Before & After • Live Interactive Demo • Benchmarks

Code

                                 ┌────────────────────────────────────────────────────────┐
                                 │                   Autonomous Agents                    │
                                 │  Claude Code • Cursor • Antigravity • Cline • Windsurf │
                                 └───────────────────────────┬────────────────────────────┘
                                                             │
                                                             ▼ (HTTP / SSE Outbound Prompts)
   ┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
   │                                 ⚡ TOKENECTOMY AI GATEWAY (127.0.0.1:8080)                                       │
   │                                                                                                                  │
   │  ┌─────────────────────────┐   ┌───────────────────────────┐   ┌──────────────────────────────────────────────┐  │
   │  │   Zero-Cost Prompt      │   │   Zero-Leak Credential    │   │         Polyglot Trace Surgery               │  │
   │  │         Cache           │   │         Redaction         │   │            (9 Languages)                     │  │
   │  │  <1ms Hit • 100% Free   │   │  API Keys • JWTs • DB URIs│   │  node_modules • site-packages • .cargo       │  │
   │  └───────────┬─────────────┘   └─────────────┬─────────────┘   └──────────────────────┬───────────────────────┘  │
   │              │                               │                                        │                          │
   │              └───────────────────────────────┼────────────────────────────────────────┘                          │
   │                                              ▼                                                                   │
   │                                 Smart Upstream Auto-Router                                                       │
   │                         (Anthropic • OpenAI • Groq • Ollama Local)                                               │
   └──────────────────────────────────────────────┬───────────────────────────────────────────────────────────────────┘
                                                  │
                 ┌────────────────────────────────┼────────────────────────────────┐
                 ▼                                ▼                                ▼
       api.anthropic.com                  api.openai.com                   localhost:11434
    (Claude 3.5 / 3.7 Sonnet)         (GPT-4o / o1 / o3-mini)              (DeepSeek / Llama)

⚡ Quick Start (10s)

0. Zero-Config One-Liner Wrapper (`wrap`)

Run any coding agent or test suite directly behind Tokenectomy's privacy & caching gateway with zero manual environment variable setup:

bash

# Wrap Claude Code CLI
razor wrap -- claude

# Wrap Aider with DeepSeek or Ollama (Auto-Transpiled on the fly!)
razor wrap -- aider --model deepseek/deepseek-chat

# Wrap test runs to scrub logs and prevent accidental credential leakage
razor wrap npm test

1. Launch the Standalone AI Gateway (Manual Mode)

Terminal

npx -y tokenectomy-razor --proxy

💡 Smart Multi-Provider Auto-Routing & Universal LLM Transpiler ON by default! Tokenectomy automatically analyzes request paths and headers. Need to run Claude Code against DeepSeek or Ollama? Tokenectomy transparently transpiles Anthropic /v1/messages format into OpenAI /v1/chat/completions on-the-fly and vice-versa.

2. Connect Your Favorite Agent

Point your coding agent or CLI to the local gateway on 127.0.0.1:8080:

Agent / Environment	Setup Command or Configuration	Auto-Routed Upstream
Claude Code	`export ANTHROPIC_BASE_URL="http://127.0.0.1:8080"`	`https://api.anthropic.com`
Cursor	Models > OpenAI Base URL: `http://127.0.0.1:8080/v1`	`https://api.openai.com`
Google Antigravity / Gemini	`export OPENAI_BASE_URL="http://127.0.0.1:8080/v1"`	`https://api.openai.com`
Cline / Roo Code	Provider: OpenAI Compatible • Base URL: `http://127.0.0.1:8080/v1`	`https://api.openai.com`
Ollama / Local LLMs	Base URL: `http://127.0.0.1:8080`	`http://localhost:11434`

3. Real-Time FinOps & Security Dashboard

Open http://127.0.0.1:8080/dashboard in your browser to observe live token reductions, prompt cache hits, dollar savings, and redacted credentials in real time.

4. Companion MCP Server Setup (Sub-Cortex)

For agents calling deep diagnostic tools (get_error_context, analyze_code, apply_code_patch):

Claude Code CLI

Terminal

claude mcp add tokenectomy npx -y tokenectomy-razor --mcp

Google Antigravity / Gemini CLI

bash

agy mcp add tokenectomy-razor -- npx -y tokenectomy-razor --mcp

Cursor Composer (`.cursor/mcp.json`)

config.json

{
  "mcpServers": {
    "tokenectomy": {
      "command": "npx",
      "args": ["-y", "tokenectomy-razor", "--mcp"]
    }
  }
}

Claude Desktop (`claude_desktop_config.json`)

config.json

{
  "mcpServers": {
    "tokenectomy": {
      "command": "npx",
      "args": ["-y", "tokenectomy-razor", "--mcp"]
    }
  }
}

5. Terminal Piping & CLI Scrubbing

Terminal

npm test 2>&1 | npx tokenectomy-razor

🛑 The Problem: Why Your AI Hits Rate Limits & Hallucinates

When your app crashes during development (Next.js, Express, FastAPI, Tokio), the runtime dumps hundreds of lines of third-party plumbing from node_modules or site-packages.

When you paste that raw crash dump into Cursor or Claude:

Eats Your 5-Hour Rate Limit: A single Express/Prisma error can dump 5,000 to 45,000 tokens of third-party library code you never wrote. A few crash loops easily burn your session limit.
Triggers AI Hallucinations: Claude gets lost in framework internals (node_modules/express/lib/router/layer.js or starlette/routing.py) and tries to edit library files instead of your actual application code.
Leaks Secrets & Credentials: Connection strings with raw database passwords, JWT bearer tokens, and cloud keys embedded in error traces get forwarded to external model servers.

Code

Raw Terminal Crash (45,820 tokens + Leaked Secrets)
     │
     ▼  <0.2ms Local Rust DFA Engine
[Redact Passwords & Keys] ──► [Strip Third-Party Framework Frames] ──► [Isolate Root Cause]
     │
     ▼
Clean Context (118 tokens • Zero Secrets • Sub-millisecond)

🔍 Before & After Comparison

❌ Without Tokenectomy: AI Hallucinates & Burns Context

text

TypeError: Cannot read properties of undefined (reading 'token')
    at loadComponents (/app/node_modules/next/dist/server/load-components.js:14:2)
    at renderToHTML (/app/node_modules/next/dist/server/render.js:50:5)
    at nextServer (/app/node_modules/next/dist/server/next-server.js:80:12)
    at processTicksAndRejections (node:internal/process/task_queues:95:5)
    at runMicrotasks (node:internal/process/task_queues:120:3)
    at checkoutHandler (/app/pages/api/checkout.ts:42:15)
Database connection failed: postgresql://admin:super_secret_password@db.prod.internal:5432/primary
API key leaked: sk-ant-api03-abcdef1234567890abcdef1234567890

What Claude does: Analyzes load-components.js and next-server.js, speculates on Webpack / Next.js internals, and leaks connection credentials to remote inference logs.

✅ With Tokenectomy: Clean Context & Instant Fix

Read the full README →View source on GitHub →

Related MCP Servers

View all in Developer Tools View all alternatives

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Tokenectomy Razor

We don't have a confirmed install command for Tokenectomy Razor yet, so we don't publish a generated one — a guessed package name would point at the wrong package or none at all. Follow the project's own README or setup instructions (https://github.com/Tokenectomy-Labs/Tokenectomy) for the current steps.

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Technical Specs & Signals

CategoryDeveloper Tools

27Quality signal: Emerging · 27/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20

Documentation & tools11/30

Adoption & activity1/15

Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

★ Featured

AllMCPs Server

The official MCP server for AllMCPs.com - submit and manage tools directly from your AI. The open directory for MCP servers. Connect Claude, Cursor, Windsurf, and AI agents to databases, tools, files, and APIs. Explore 10,000+ servers. AllMCPs is the premier, open directory for discovering, evaluating, and installing Model Context Protocol (MCP) servers to equip AI agents and LLMs with real-world superpowers.

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More in 💻 Developer Tools →Best MCP servers for Developers →Alternatives to Tokenectomy Razor →Install in Claude Desktop Install in Cursor Install in VS Code Setup guides for all 13 MCP clients

Tokenectomy Razor

Autonomous log surgery & secret redaction MCP server for AI coding agents.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Manual Client & Custom JSON ConfigExpand JSON ▾

Documentation Overview

Tokenectomy Razor

Fix Claude Code & Cursor Rate Limits: Zero-Latency Local AI Gateway & Context-Surgery MCP Server in Rust

Quick Start (10s) • Architecture • The Problem • Before & After • Live Interactive Demo • Benchmarks

Code

                                 ┌────────────────────────────────────────────────────────┐
                                 │                   Autonomous Agents                    │
                                 │  Claude Code • Cursor • Antigravity • Cline • Windsurf │
                                 └───────────────────────────┬────────────────────────────┘
                                                             │
                                                             ▼ (HTTP / SSE Outbound Prompts)
   ┌──────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
   │                                 ⚡ TOKENECTOMY AI GATEWAY (127.0.0.1:8080)                                       │
   │                                                                                                                  │
   │  ┌─────────────────────────┐   ┌───────────────────────────┐   ┌──────────────────────────────────────────────┐  │
   │  │   Zero-Cost Prompt      │   │   Zero-Leak Credential    │   │         Polyglot Trace Surgery               │  │
   │  │         Cache           │   │         Redaction         │   │            (9 Languages)                     │  │
   │  │  <1ms Hit • 100% Free   │   │  API Keys • JWTs • DB URIs│   │  node_modules • site-packages • .cargo       │  │
   │  └───────────┬─────────────┘   └─────────────┬─────────────┘   └──────────────────────┬───────────────────────┘  │
   │              │                               │                                        │                          │
   │              └───────────────────────────────┼────────────────────────────────────────┘                          │
   │                                              ▼                                                                   │
   │                                 Smart Upstream Auto-Router                                                       │
   │                         (Anthropic • OpenAI • Groq • Ollama Local)                                               │
   └──────────────────────────────────────────────┬───────────────────────────────────────────────────────────────────┘
                                                  │
                 ┌────────────────────────────────┼────────────────────────────────┐
                 ▼                                ▼                                ▼
       api.anthropic.com                  api.openai.com                   localhost:11434
    (Claude 3.5 / 3.7 Sonnet)         (GPT-4o / o1 / o3-mini)              (DeepSeek / Llama)

⚡ Quick Start (10s)

0. Zero-Config One-Liner Wrapper (`wrap`)

Run any coding agent or test suite directly behind Tokenectomy's privacy & caching gateway with zero manual environment variable setup:

bash

# Wrap Claude Code CLI
razor wrap -- claude

# Wrap Aider with DeepSeek or Ollama (Auto-Transpiled on the fly!)
razor wrap -- aider --model deepseek/deepseek-chat

# Wrap test runs to scrub logs and prevent accidental credential leakage
razor wrap npm test

1. Launch the Standalone AI Gateway (Manual Mode)

Terminal

npx -y tokenectomy-razor --proxy

💡 Smart Multi-Provider Auto-Routing & Universal LLM Transpiler ON by default! Tokenectomy automatically analyzes request paths and headers. Need to run Claude Code against DeepSeek or Ollama? Tokenectomy transparently transpiles Anthropic /v1/messages format into OpenAI /v1/chat/completions on-the-fly and vice-versa.

2. Connect Your Favorite Agent

Point your coding agent or CLI to the local gateway on 127.0.0.1:8080:

Agent / Environment	Setup Command or Configuration	Auto-Routed Upstream
Claude Code	`export ANTHROPIC_BASE_URL="http://127.0.0.1:8080"`	`https://api.anthropic.com`
Cursor	Models > OpenAI Base URL: `http://127.0.0.1:8080/v1`	`https://api.openai.com`
Google Antigravity / Gemini	`export OPENAI_BASE_URL="http://127.0.0.1:8080/v1"`	`https://api.openai.com`
Cline / Roo Code	Provider: OpenAI Compatible • Base URL: `http://127.0.0.1:8080/v1`	`https://api.openai.com`
Ollama / Local LLMs	Base URL: `http://127.0.0.1:8080`	`http://localhost:11434`

3. Real-Time FinOps & Security Dashboard

Open http://127.0.0.1:8080/dashboard in your browser to observe live token reductions, prompt cache hits, dollar savings, and redacted credentials in real time.

4. Companion MCP Server Setup (Sub-Cortex)

For agents calling deep diagnostic tools (get_error_context, analyze_code, apply_code_patch):

Claude Code CLI

Terminal

claude mcp add tokenectomy npx -y tokenectomy-razor --mcp

Google Antigravity / Gemini CLI

bash

agy mcp add tokenectomy-razor -- npx -y tokenectomy-razor --mcp

Cursor Composer (`.cursor/mcp.json`)

config.json

{
  "mcpServers": {
    "tokenectomy": {
      "command": "npx",
      "args": ["-y", "tokenectomy-razor", "--mcp"]
    }
  }
}

Claude Desktop (`claude_desktop_config.json`)

config.json

{
  "mcpServers": {
    "tokenectomy": {
      "command": "npx",
      "args": ["-y", "tokenectomy-razor", "--mcp"]
    }
  }
}

5. Terminal Piping & CLI Scrubbing

Terminal

npm test 2>&1 | npx tokenectomy-razor

🛑 The Problem: Why Your AI Hits Rate Limits & Hallucinates

When your app crashes during development (Next.js, Express, FastAPI, Tokio), the runtime dumps hundreds of lines of third-party plumbing from node_modules or site-packages.

When you paste that raw crash dump into Cursor or Claude:

Eats Your 5-Hour Rate Limit: A single Express/Prisma error can dump 5,000 to 45,000 tokens of third-party library code you never wrote. A few crash loops easily burn your session limit.
Triggers AI Hallucinations: Claude gets lost in framework internals (node_modules/express/lib/router/layer.js or starlette/routing.py) and tries to edit library files instead of your actual application code.
Leaks Secrets & Credentials: Connection strings with raw database passwords, JWT bearer tokens, and cloud keys embedded in error traces get forwarded to external model servers.

Code

Raw Terminal Crash (45,820 tokens + Leaked Secrets)
     │
     ▼  <0.2ms Local Rust DFA Engine
[Redact Passwords & Keys] ──► [Strip Third-Party Framework Frames] ──► [Isolate Root Cause]
     │
     ▼
Clean Context (118 tokens • Zero Secrets • Sub-millisecond)

🔍 Before & After Comparison

❌ Without Tokenectomy: AI Hallucinates & Burns Context

text

TypeError: Cannot read properties of undefined (reading 'token')
    at loadComponents (/app/node_modules/next/dist/server/load-components.js:14:2)
    at renderToHTML (/app/node_modules/next/dist/server/render.js:50:5)
    at nextServer (/app/node_modules/next/dist/server/next-server.js:80:12)
    at processTicksAndRejections (node:internal/process/task_queues:95:5)
    at runMicrotasks (node:internal/process/task_queues:120:3)
    at checkoutHandler (/app/pages/api/checkout.ts:42:15)
Database connection failed: postgresql://admin:super_secret_password@db.prod.internal:5432/primary
API key leaked: sk-ant-api03-abcdef1234567890abcdef1234567890

What Claude does: Analyzes load-components.js and next-server.js, speculates on Webpack / Next.js internals, and leaks connection credentials to remote inference logs.

✅ With Tokenectomy: Clean Context & Instant Fix

Read the full README →View source on GitHub →

Related MCP Servers

View all in Developer Tools View all alternatives

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Tokenectomy Razor

AllMCPs Directory Badge

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Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

Badge Style:

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Technical Specs & Signals

CategoryDeveloper Tools

27Quality signal: Emerging · 27/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20

Documentation & tools11/30

Adoption & activity1/15

Community engagement0/10

★ Featured

AllMCPs Server

Explore Server →

Own this project?

Free dofollow backlink: add your website and place the AllMCPs badge on it — no claim needed. We detect it automatically and keep it verified as long as the badge stays live.

Claim & get free dofollow

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Tokenectomy Razor

Quick Install

Documentation Overview

Tokenectomy Razor

⚡ Quick Start (10s)

0. Zero-Config One-Liner Wrapper (wrap)

1. Launch the Standalone AI Gateway (Manual Mode)

2. Connect Your Favorite Agent

3. Real-Time FinOps & Security Dashboard

4. Companion MCP Server Setup (Sub-Cortex)

Claude Code CLI

Google Antigravity / Gemini CLI

Cursor Composer (.cursor/mcp.json)

Claude Desktop (claude_desktop_config.json)

5. Terminal Piping & CLI Scrubbing

🛑 The Problem: Why Your AI Hits Rate Limits & Hallucinates

🔍 Before & After Comparison

❌ Without Tokenectomy: AI Hallucinates & Burns Context

✅ With Tokenectomy: Clean Context & Instant Fix

Related MCP Servers

Reviews

Frequently Asked Questions about Tokenectomy Razor

AllMCPs Directory Badge

Technical Specs & Signals

AllMCPs Server

Own this project?

Share & Embed

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Tokenectomy Razor

Quick Install

Documentation Overview

Tokenectomy Razor

⚡ Quick Start (10s)

0. Zero-Config One-Liner Wrapper (wrap)

1. Launch the Standalone AI Gateway (Manual Mode)

2. Connect Your Favorite Agent

3. Real-Time FinOps & Security Dashboard

4. Companion MCP Server Setup (Sub-Cortex)

Claude Code CLI

Google Antigravity / Gemini CLI

Cursor Composer (.cursor/mcp.json)

Claude Desktop (claude_desktop_config.json)

5. Terminal Piping & CLI Scrubbing

🛑 The Problem: Why Your AI Hits Rate Limits & Hallucinates

🔍 Before & After Comparison

❌ Without Tokenectomy: AI Hallucinates & Burns Context

✅ With Tokenectomy: Clean Context & Instant Fix

Related MCP Servers

Reviews

Frequently Asked Questions about Tokenectomy Razor

AllMCPs Directory Badge

Technical Specs & Signals

AllMCPs Server

Own this project?

Share & Embed

Explore more

0. Zero-Config One-Liner Wrapper (`wrap`)

Cursor Composer (`.cursor/mcp.json`)

Claude Desktop (`claude_desktop_config.json`)

0. Zero-Config One-Liner Wrapper (`wrap`)

Cursor Composer (`.cursor/mcp.json`)

Claude Desktop (`claude_desktop_config.json`)