excel-parser

About excel-parser

📊 Make XLSX LLM Ready 🤖 ks-xlsx-parser — the open-source Python library that parses Excel (.xlsx) files into citation-ready JSON for LLMs, RAG pipelines, and AI agents (LangChain

agents citations crewai document-intelligence excel excel-parser knowledge-stack langchain llm llm-tools

Quick Facts

Stars	32
Forks	4
Language	Python
Category	MCP Server
License	MIT
Quality Score	57.9689048379382/100
Last Updated	2026-06-05
Created	2026-03-02
Platforms	claude-code, mcp, python
Est. Tokens	~277k

Compatible Skills

These tools work well together with excel-parser for enhanced workflows:

Multi-Agent-AI-Travel-Advisor — semantic(0.16)+complementary+shared_fw(crewai,langchain)+same_lang+similar_pop+shared_platform (72%)
OpenAI-LangChain-Pandas-DF-Agent-Query-Streamlit-App — semantic(0.21)+complementary+shared_fw(langchain)+rare_topics+same_lang+similar_pop+shared_platform (65%)
full-stack-ai-agent-template — semantic(0.15)+complementary+shared_fw(crewai,langchain)+same_lang+shared_platform (61%)
Excel-MCP-Server-Master — semantic(0.44)+rare_topics+same_lang+similar_pop+shared_platform (59%)
Long-Trainer — semantic(0.15)+complementary+shared_fw(langchain)+same_lang+similar_pop+shared_platform (58%)

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Frequently Asked Questions

What is excel-parser?

excel-parser is XLSX parser for LLMs, RAG, LangChain, LangGraph, CrewAI, Claude, MCP — turns Excel (.xlsx) into citation-ready JSON with formulas, charts, dependency graphs, and token-counted chunks. Open-source Pyth. It is categorized as a MCP Server with 32 GitHub stars.

What programming language is excel-parser written in?

excel-parser is primarily written in Python. It covers topics such as agents, citations, crewai.

How do I install or use excel-parser?

You can find installation instructions and usage details in the excel-parser GitHub repository at github.com/knowledgestack/excel-parser. The project has 32 stars and 4 forks, indicating an active community.

What license does excel-parser use?

excel-parser is released under the MIT license, making it free to use and modify according to the license terms.

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