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Vibe Preprocessing and Analysis MCP Server for CSV files

A powerful MCP (Model Control Protocol) server for preprocessing and analyzing CSV files. This server provides a suite of tools for data manipulation, visualization, and analysis.

MCP Reddit Digest Server

A FastAPI-based MCP server tool that fetches and summarizes top Reddit posts using Azure OpenAI. It generates a daily PDF digest and uploads it to Slack, with support for topic-based subreddits and sc

✨ Awesome Model Context Protocol (MCP) Servers

🧩 Curated list of Model Context Protocol (MCP) servers that extend AI with real-world context: files, APIs, databases, and more.

📚 PDF Reader MCP

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

Librarian MCP Server

Librarian is a Model Context Protocol (MCP) server that provides an API for listing, searching, and retrieving markdown files stored in a structured manner.

Wikipedia Summarizer MCP Server

An MCP (Model Context Protocol) server that fetches and summarizes Wikipedia articles using Ollama LLMs, accessible via both command-line and Streamlit interfaces. Perfect for quickly extracting key i

MCP Analyst

MCP Analyst is an MCP server that empowers claude to analyze local CSV or Parquet files.

PDF Reader MCP Server (@shtse8/pdf-reader-mcp)

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

Excel MCP Server

The Excel MCP Server is a powerful tool that enables natural language interaction with Excel files through the Model Context Protocol (MCP). It provides a comprehensive set of capabilities for reading

Youtube Video Summarizer

Youtube

OLETools Secure MCP Server

Secure MCP server for analyzing Excel files with oletools

Beanquery MCP

Beancount MCP Server is an experimental implementation that utilizes the Model Context Protocol (MCP) to enable AI assistants to query and analyze Beancount ledger files using Beancount Query Language

universal-project-summarizer-mcp

This universal file viewer MCP server can provide an MCP client with read access to any folder on your file system. This helps when you would like to make several repositories or other files accessibl

PubChem MCP Server

Enables large language models to correctly query molecular databases and generate structure files

mcp-reddit

With this MCP, the AI can query Reddit's post data and summarize it.

MCP Content Summarizer Server

MCP Server for AI Summarization

YouTube MCP(Model Context Protcol) Server

MCP server to fetch and extract transcripts from YouTube videos. Enable AI/LLMs to have access to transcripts for further actions like summarize, write blog..

MCP LLMS.txt Explorer

MCP to explore websites with llms.txt files

1Panel

🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server.

ChatSum

Query and Summarize your chat messages.

ClamAV MCP

ClamAV MCP Server to scan files for viruses

🛡MobSF MCP Tool

This MCP server uses mobsf api's to scan and analyze the apk and ipa files.

trash-cleaner-mcp-server

A desktop MCP service that scans for and removes junk files to keep your system clean and optimized.