Developer Tools●●Solid
Reduce Claude Code token usage ~50% with Headroom
60 DAUs saved 10.5B tokens — real savings for Claude Code power users.
Solve My ProblemCozy
gghootch
206d ago
Back to browse
GitHub Repository
32 starsPython
PageMap – MCP server that compresses web pages from 100K to 2-5K tokens
by retio_pagemap·Feb 17, 2026·1 point·1 comment
AI Analysis
●●●BangerWizardryZero to One
5.6x token compression with click/type/select interaction beats read-only Firecrawl, Jina.
Strengths
- •Benchmarked 95.2% task success vs Playwright MCP's 39.7% on 66 e-commerce tasks
- •Interaction primitives (click, type, select by ref) enable agents to actually use web pages, not just read
- •5.6x fewer tokens ($0.58 vs $6.71 per 66 tasks) with unlimited multi-page sessions
Weaknesses
- •MCP server format limits adoption to Claude IDE ecosystem; standalone CLI exists but narrower reach
- •Benchmark limited to e-commerce; generalization to news, social, dynamic SPAs unvalidated
Category
Target Audience
AI/LLM engineers building agentic web automation; Claude, Cursor, and other IDE users
Similar To
Playwright MCP · Firecrawl · Jina Reader
Similar Projects
AI/ML●●●Banger
Reducing LLM input tokens by 70%
Cuts token costs 70% with receipts proving no accuracy drop on hard evals.
Zero to OneSolve My Problem
Jbunga
563323d ago
Developer Tools●●●Banger
CCP, a CLI proxy that trims terminal output without changing commands
98% token savings on Gradle output—genuinely smart compression for coding agents.
Ship ItSolve My ProblemBig Brain
SuppieRK
102mo ago
Developer Tools●●●Banger
BotBrowser – MCP server, saves 90% of tokens for web-browsing agents
Strips 90% of tokens from web pages for agents—no API key, no server, MIT open source.
Solve My ProblemWizardryDark Horse
amplifyco
113mo ago
AI/ML●●Solid
TideSurf – Your agent doesn't need eyes to browse the web
Cuts agent browsing tokens by 32x with DOM-to-markdown compression and MCP support.
Big BrainShip ItNiche Gem
Mercuriusdream
102mo ago
Developer Tools●●●Banger
Talk to a coding agent directly inside Zsh
Zsh-native coding agent that keeps your aliases working unlike standalone CLIs.
WizardryCrowd Pleaser
amitksingh1490
112mo ago