Data Science & ML MCP Servers

Epsilla

Facilitates Model Context Protocol interactions with Epsilla vector database.

Snowflake Cortex

Integrates Snowflake Cortex Agents with Model Context Protocol clients for enhanced AI development.

Chatbot CLI

Engage with Claude-based AI models through a command-line interface, integrating document referencing and custom command execution.

Text Analyzer

Offers comprehensive text analysis capabilities to AI agents, including character and word counting, and detailed character type breakdowns.

Image Generation

Provides an AI image generation service utilizing the Model Context Protocol (MCP) to offer high-quality image creation and multi-turn conversational fine-tuning with models like Google Gemini 2.5 Flash Image.

Chill

Simulates AI agent stress and boss alertness, enabling agents to take virtual breaks and manage their workload effectively within a Model Context Protocol server.

Tushare

Access Tushare financial data and perform advanced quantitative analysis and backtesting through an MCP server.

Apollo Intelligence

Empower AI agents with access to a comprehensive suite of 21 intelligence tools, offering real-time data, web scraping, and crypto insights, all powered by x402 micropayments.

PSGC

Provides comprehensive Philippine Standard Geographic Code (PSGC) data to Large Language Models (LLMs) via a Model Context Protocol server.

PocketTTS

Provides a robust starter workspace for downloading, preparing, and serving a local PocketTTS model as an MCP-compatible Text-to-Speech solution.

GitHub

Exposes GitHub API operations as AI-ready tools for Large Language Model agents and applications.

Knowledge Graph Causal Discovery

Discover directed causal structures, estimate treatment effects, and reason about counterfactuals over multi-domain research data through a single Model Context Protocol interface.

FinData

Access real-time financial market data, economic indicators, and company fundamentals for AI agents.

DAP Bridge

Enables AI coding agents to natively launch, control, and inspect debugging sessions across multiple programming languages by translating Model Context Protocol (MCP) tool calls into standard Debug Adapter Protocol (DAP) requests.

Memory

Provides a high-performance knowledge graph memory server with streamable HTTP and legacy SSE transports for AI agents.

ChartWhisper

Enables users to create Datawrapper, Highcharts, and Plotly visualizations using conversational AI agents through a Model Context Protocol platform.

Stats & R

Empowers Claude with a comprehensive statistics knowledge base and R library expertise to assist with research projects and data analysis.

Ferret

Extracts comprehensive knowledge from any codebase, detailing architecture, patterns, dependencies, and API surface using static analysis and AI.

FSRS Memory

Manages local-first AI long-term memories using FSRS scheduling, git-backed snapshots, and an MCP toolset for storage, recall, and review.

FieldCure RAG

Indexes local document collections for hybrid keyword and semantic search, optimized for Korean and English content.