Data Science & ML MCP Servers

Ollama Deep Researcher

Performs in-depth research on topics using local LLMs via Ollama, accessible as MCP tools.

OKX

Provides real-time cryptocurrency price data from the OKX exchange via the Model Context Protocol.

Doris

Serves as an MCP server for Apache Doris and VeloDB, enabling model context protocol interactions.

Server Fetch

Fetches content from the internet using browser automation and multiple extraction methods.

D3 Server

Provides D3 visualization documentation, chart recommendations, and code generation through the MCP protocol.

AACT

Enables AI assistants to query clinical trial data from the ClinicalTrials.gov database.

GIS Data Conversion

Enables conversion between various geographic data formats, coordinate systems, and spatial references.

Wind

Enables large language models to access and utilize the WindPy financial data API.

SchemaPin

Cryptographically signs and verifies AI agent tool schemas to prevent supply-chain attacks.

NetworkX

Provides a comprehensive Model Context Protocol (MCP) server for advanced graph analysis capabilities using NetworkX.

ChatBI

Generates code using Large Language Models to analyze Excel data.

Document Indexer

Indexes and provides semantic search for local documents using a vector database and local language models.

Go Code Graph

Transforms Go source code into explorable graphs, enabling AI assistants to understand complex codebases through the Model Context Protocol.

Gravity

Facilitates AI interaction with WordPress forms, entries, and submissions through a Model Context Protocol server.

GLM-4.6

Establishes a bi-directional protocol bridge between Claude 4.5 Sonnet and GLM-4.6, enabling real-time architectural consultation for system design and technical decision-making.

Flightradar24 API

Integrates with Flightradar24's API to provide real-time and historical flight data for AI assistants and other clients.

Tachibot

Orchestrates multiple AI models in parallel to prevent hallucinations and improve accuracy through debate and error checking.

Claude Total Memory

Provides persistent memory and self-improving capabilities for Claude Code and OpenAI Codex CLI through a Model Context Protocol (MCP) server.

Gobby

Unifies AI coding tools under a local-first daemon, providing persistent sessions, contextual handoffs, and disciplined task management with robust agent orchestration.

Bubbaloop

Enables AI agents to interact with and manage physical hardware like cameras, sensors, and robots, facilitating automation for IoT fleets.