Data Science & ML MCP 서버

CodeToPrompt

Exposes the codetoprompt library through the Model Context Protocol (MCP), enabling LLM agents to programmatically generate prompts and analyze code.

MongoDB

Enables AI assistants to perform comprehensive MongoDB database operations through a standardized Model Context Protocol interface.

Google Cloud Healthcare API

Provides a Model Context Protocol (MCP) server for healthcare tools, facilitating interaction with FHIR resources on Google Cloud Healthcare API and public medical research APIs.

Tavus

Facilitates AI-powered video generation, replica management, conversational AI, lipsync, and speech synthesis via an MCP server.

SynapseFlow

Automates academic research and hypothesis generation with a self-learning multi-agent system, processing thousands of papers per minute and visualizing real-time citation graphs.

Cloudscape Docs

Provides semantic search capabilities over AWS Cloudscape Design System documentation for AI agents and coding assistants.

CodeNavigator

Provides comprehensive code analysis, navigation, and quality assessment across over 25 programming languages for various development workflows.

Zoner

Transforms street addresses into local zoning data for AI agents, integrating with platforms like OpenAI Agent Builder and ChatKit.

Famulor

Integrates the Famulor Voice Agent Platform with MCP-compatible clients to enable AI-powered phone calls, voice assistant management, and call data retrieval.

GraphRAG

Delivers graph-powered semantic search over civic consultation datasets for Large Language Models via a Model Context Protocol server.

Refrag

Optimize retrieval-augmented generation systems through advanced LLM-powered methods, improving precision, reducing context size, and maintaining fast performance.

View Image

Provides image viewing capabilities for AI agents, accepting images via file path or base64 data and returning them in a standardized multipart format with metadata.

Slack CLI

Exposes a Docker-wrapped Slack server as a command-line interface, enabling token-efficient interaction for large language model agents.

AkTools Pro

Empower AI agents with professional financial intelligence across global markets, providing comprehensive data, analysis, and trading capabilities.

Fred

Connect to the Fred database to query and explore economic data.

ITaK

Builds modular, self-healing AI agents combining advanced memory, multi-channel connectivity, and autonomous task execution.

Swarm.at Ledger

Establishes a tamper-evident, hash-chained public ledger to record and verify the work of AI agents.

Reflexive Thematic Analysis

Augments qualitative coding for Braun & Clarke's Reflexive Thematic Analysis, enabling structured AI-assisted interpretation while preserving researcher authority.

Bitcoin

Empowers AI agents with a comprehensive toolkit to query the Bitcoin blockchain, inspect transactions, analyze mempool fee markets, and understand protocol details via a local Bitcoin Core node.

Agentled

Orchestrates intelligent AI workflows, offering long-term memory, over 100 integrations, and a unified credit system through any MCP-compatible client.