Data Science & ML MCP Servers

Degen

Facilitates sports odds betting through language models.

Useful Tools

Provides weather and stock information via Model Context Protocol (MCP).

Qdrant with MCP

Integrates Qdrant vector database with an MCP server to store and retrieve code snippets.

HAPI

Interfaces with FHIR servers to retrieve healthcare data using natural language queries.

Jira Service Management by CData

Enables Large Language Models like Claude Desktop to query live Jira Service Management data via a Model Context Protocol interface.

DWF Analyzer

Analyzes DWF (Design Web Format) files, extracting metadata and images, and performing visual analysis using Amazon Bedrock's Nova Pro model.

JSON to Excel

Transforms JSON data from strings or URLs into CSV format for seamless integration with spreadsheet applications.

VidNavigator

Enables AI-powered video search, analysis, and transcription across multiple platforms via the Model Context Protocol.

LocalDocs

Creates a local database of indexed and optimized technical documentation, enabling AI agents to efficiently query and retrieve information from web sources and local files.

Leval Grafana

Enables AI assistants to interact with Grafana, providing comprehensive tools for managing dashboards, datasources, alerts, and incidents.

Thought

Implements a Model Context Protocol server that mimics biological cognitive processes through multiple processing layers, dual-process thinking, and memory systems for enhanced AI reasoning.

Igloo

Provides a standalone server for Snowflake operations, enabling agentic native workflows with AI assistants.

DevAll

Manages local development environments with an AI-centric dashboard.

Trading Bot

Automates cryptocurrency trading with real-time market data, technical analysis, and intelligent trade execution.

Gen0Sec WAF Rule Generation

Generates and validates Wirefilter WAF rules, providing contextual information and testing tools to aid LLMs.

Servers

Provides reference implementations for the Model Context Protocol, enabling Large Language Models with secure, controlled access to external tools and diverse data sources.

Mem0

Establishes a self-hosted Model Context Protocol server for AI memory, utilizing PostgreSQL with pgvector for efficient data storage and retrieval.

Searchless

Transforms Paperless-ngx instances into conversational AI assistants for document interaction using Agentic RAG and the Model Context Protocol.

BAGSX

Empowers AI models like Claude to execute Solana token trades, launches, and fee management through natural language commands.

Msprof Profiler

Analyzes Ascend PyTorch Profiler performance data for large language models, identifying bottlenecks and optimizing execution.