Data Science & ML MCP Servers

Flux Schnell

Generates images from text prompts using the Flux Schnell model via an MCP-compatible server.

Kablewy Financial Analysis

Provides financial analysis capabilities through access to real-time and historical stock data and company fundamentals.

Filesys

Enables LLMs to securely read and list files from a designated directory on a local machine.

Python

Enables LLMs to execute Python code, manage files, and interact with Python environments.

UniProt

Provides advanced access to the UniProt protein database through a Model Context Protocol (MCP) server.

Kite Trading

Enables AI assistants to manage Zerodha trading accounts through the Kite Connect API using Model Context Protocol.

Observe

Provides an unofficial, experimental Model Context Protocol (MCP) server to interface large language models with the Observe platform for data analysis and troubleshooting.

Mcbox

Provides a lightweight and portable pluggable server for AI agents to execute local tools via stdio transport.

Google Drive

Syncs Google Drive folders with AI assistants, enabling powerful semantic search, duplicate detection, and cross-reference analysis across your documents.

Knowledge Graph

Manages, analyzes, and visualizes knowledge graphs, seamlessly integrating with MCP-compatible AI assistants.

QuestDB

Integrates QuestDB with AI assistants by providing a Model Context Protocol server for high-performance time-series data interaction.

PDF Reader

Provides AI applications with powerful PDF text extraction, search, and OCR capabilities through the Model Context Protocol.

Indian Stock Market

Accesses Indian stock market data for seamless integration with AI platforms like Claude Desktop.

Media Editor

Automate various media processing tasks, including video editing and audio transcription, leveraging AI assistants.

Awesome Top Skills

Curates and automatically updates a comprehensive collection of over 5,000 precision-tagged AI agent skills from the GitHub ecosystem.

Agentmem

Provides lightweight, persistent memory for AI agents, featuring hybrid keyword and semantic search, all within a single SQLite file.

NestJS

Empower NestJS applications to define and expose 'tools' and prompts for LLM and HTTP, complete with automatic detection, validation, and OpenAI Function Calls integration.

Refcheck

Verifies academic references against Crossref, Semantic Scholar, and arXiv to catch hallucinated citations, find real papers, and export corrected BibTeX.

LLM Vision

Integrates vision capabilities into any Large Language Model by routing image inputs through specialized vision models and returning text descriptions.

Bank of Korea ECOS Statistics

Access Bank of Korea ECOS economic statistics programmatically, enabling AI agents and LLM applications to discover and retrieve time-series data.