Machine Context,

Perfected.

Docs, skills, and context — served to your agent over MCP. Save up to 80% on tokens.

Access the Dashboard

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Doc Scraping

Fetch any library's documentation in seconds. We discover llms.txt, resolve registry metadata from npm/pypi/cargo/go, and extract clean Markdown — zero bloat, pure context.

Skill Repo

Curated agent skill packs served on demand. Your agent fuzzy-searches our skill library and loads the exact instructions it needs — frontend design, React best practices, and more.

Direct MCP

Five tools, one MCP server over HTTP — docs, skills, changelog digests, design-token scans, and OpenAPI fixtures. Connect Cursor, Windsurf, or Claude Desktop in seconds. Billing, rate limiting, and telemetry handled automatically.

MCP toolbox

Beyond docs and skills: ship-aware changelogs, front-end token snapshots, and API fixtures — same license, same compression ethos.

trim0_changelog_digest

Changelog digest

Point at any npm package and get recent versions with release notes — pulled from GitHub Releases when the registry links a repo. Ship upgrades with context, not guesswork.

trim0_design_tokens

Design token scan

Paste a public URL and we surface CSS variables, color stops, font stacks, and spacing hints from the page — a fast snapshot for matching or auditing a site’s look.

trim0_fixture_factory

Fixture factory

Feed an OpenAPI spec or JSON Schema and get example JSON payloads for requests — ideal for tests, mocks, and agent-driven API work without dumping the whole spec into context.

Pricing

The subscription is $0 per week — you only pay for metered usage. Polar bills usage weekly at $0.002 per request.

Base subscription

$0/week

Metered usage

$0.002/request

Each successful MCP tool invocation (docs, skills, changelog digest, design tokens, fixtures, etc.) counts as one request. Usage is totaled and charged weekly; no hidden tiers on the metered rate.

How it fits together

• 1.Sign up on Polar: $0/week subscription, then receive a license key tied to your account.
• 2.Add the key to your MCP client. Metered usage is $0.002 per request, charged weekly based on what you used.
• 3.Fair-use rate limits protect the service (10 requests per minute per key); your dashboard shows usage and savings.

Polar handles checkout and weekly billing for metered usage; invoices and usage breakdowns are in your Polar customer portal.

Get a license

Start from the dashboard: connect MCP, paste your key — $0 weekly base, usage billed weekly.

Real Results

Measured token counts from real doc runs — in, out, and what we cut.

Express.jsshadcn/uiZod

expressjs.com

HTML extraction

Trimmed away

95%

Opus input $

$0.04

Tokens

In

9,144

Out

451

Cut

8,693

Where the input went

Kept 5%Removed 95%

Token ROI

Every token you don't send is money you don't spend. Every response includes a compression report with exact savings across models.

Imagine putting a turbo on your Claude Code. That's trim0.

80%

Token Reduction

HTML pages average ~12,000 input tokens. Our pipeline strips DOM boilerplate, deduplicates content, and compresses to structured Markdown — typically ~2,400 tokens delivered.

$0.05

Saved Per Page (Opus 4.6)

At $5/M input tokens (frontier Opus-class pricing), 9,600 eliminated tokens save about $0.05 per request. Run 100 doc fetches a day and that's $5/day, ~$150/month — real money back in your pocket.

6 models

Cost Tracking

Every response includes savings for Claude Opus 4.6, Sonnet 4.6, Haiku 4.5, GPT-5.2, Gemini 3 Pro, and Grok 4. Your dashboard shows cumulative savings by model in real time.

What You Save Per 10k Tokens Eliminated

ModelInput RateSaved / 10k

Claude Opus 4.6$5.00/M$0.05

Claude Sonnet 4.6$3.00/M$0.03

Claude Haiku 4.5$1.00/M$0.01

GPT-5.2$2.50/M$0.025

Gemini 3 Pro$1.50/M$0.015

Grok 4$3.00/M$0.03

Rates as of April 2026. trim0 tracks your savings automatically — see your dashboard for cumulative totals.