geo-analyzer
Active·★ 21·MIT·Updated 2026-08-15
GEO Analyzer is a content analysis tool designed to measure signals AI systems use for citing sources, enhancing AI search visibility. It runs locally using Claude Sonnet 4.5 for semantic extraction, providing scores and recommendations to optimize content for platforms like ChatGPT, Claude, Perplexity, and Google AI Overviews.
#Content Analysis#AI Search Optimization#LLM Citation#Generative AI Tooling#Semantic Extraction#Text Analytics#CLI Tool#Natural Language Processing
01
Features
01Analyzes Claim Density (extractable facts per 100 words)
02Evaluates Information Density (word count vs predicted AI coverage)
03Measures Answer Frontloading (speed of key information appearance)
04Extracts Semantic Triples (structured subject, predicate, object relationships)
05Optimizes Sentence Structure (for optimal AI parsing)
02
Compatibility
Node.js
Runtime
Verified via docs
Anthropic Claude
Integration
Verified via docs
CLI
Interface
Verified via docs
03
Quick start
1
$ claude mcp add -e ANTHROPIC_API_KEY=sk-ant-... -s user geo-analyzer -- npx -y @houtini/geo-analyzer@latest
04
Use cases
↳Analyze published web pages by URL, with optional topic context
↳Directly analyze pasted content or text snippets (minimum 500 characters)
↳Generate summarized content analysis without detailed recommendations
05
Alternatives
all2md★ 34
Convert PDF, Word, PowerPoint, HTML, email & 40+ formats to clean Markdown — and back. Built for LLMs, RAG & Python pipelines, with a built-in MCP server.
calibremcp★ 48
FastMCP 3.2 server for Calibre e-book library management — AI-assisted search, RAG, and agentic workflows). MCP server for claude, cursor and other MCP clients. Webapp and tauri windows desktop app for use by humans.
octa★ 33
Fast native desktop app for exploring 20+ data formats like Parquet, DuckDB, SQLite, Excel, Arrow, GeoJSON, Jupyter and more, plus connections to Postgres, Snowflake, BigQuery, GCS, S3 and more. DuckDB SQL, charts, schema diffs, and an MCP server so AI agents query the same data.
property-shared★ 18
UK property data MCP server — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House. 13 tools.
Vecline★ 17
Measurable image + document toolkit. Bit-exact SVG from flat art (SSIM 1.0000, verified by rendering it back); beats potrace, imagetracerjs and vtracer on photographs. 11 raster formats, every pair convertible. Cut-ready DXF with real physical size, EPS, PDF, G-code. PDF & Office rendering. MCP server for agents. Zero-dependency portable core.
kordoc★ 2.8k
모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markdown — CLI and MCP server with form filling and diff
Comments
Log in to leave a comment
No comments yet. Be the first!