Data Science & ML MCP Servers

LlamaCloud

84

Connects to managed indexes on LlamaCloud to provide queryable tools for use with MCP clients.

Apple Health

84

Enables natural language querying and analysis of Apple Health data by LLM-based agents, using Elasticsearch for efficient indexing and retrieval.

Financial Modeling Prep

83

Provides an interface for AI assistants to access and analyze financial data from Financial Modeling Prep.

JSON Server

83

Enables LLMs to interact with and manipulate JSON data through standardized tools.

FlowLens

83

Empowers AI coding agents with full browser context to streamline debugging and regression testing workflows.

Mem0

83

Provides a flexible memory system for AI applications, integrating with MCP-compatible applications or functioning as a direct library.

Think

83

Enables structured reasoning in agentic AI workflows by providing a "think" tool for pausing and recording thoughts.

Ragie

83

Enables AI models to retrieve information from a Ragie knowledge base using the Model Context Protocol.

PubMed

83

Enables AI assistants to search, access, and analyze PubMed articles via a simple interface.

Gis

82

Connects Large Language Models to GIS operations, enabling AI assistants to perform geospatial tasks.

Falcon

81

Connects AI agents with the CrowdStrike Falcon platform, powering intelligent security analysis in agentic workflows.

Deep Web Research

81

Enables enhanced web research capabilities for large language models through intelligent search queuing and advanced content extraction.

Keboola

81

Connects AI agents to the Keboola platform for data access, transformation, and job management.

AgentUp

81

Provides a developer-first framework for building portable, secure, and scalable AI agents.

Awsome Kali

80

Empowers AI Agents in reverse engineering and security testing within Kali Linux environments using a suite of MCP servers.

Txtai.go

80

Provides Go bindings for the txtai API, enabling access to semantic search, LLM orchestration, and language model workflows.

GPT-5

79

Connects OpenAI's GPT-5 API to Claude Code environments for advanced AI capabilities.

VGGT

79

Transforms single or multi-view images into rich 3D reconstructions, optimized for Apple Silicon with Metal Performance Shaders.

Ghidra

79

Enables AI assistants to connect to Ghidra for AI-assisted binary analysis via the Model Context Protocol (MCP).

SPARQL-LLM

79

Enhance Large Language Models' capabilities in generating and validating SPARQL queries for specific knowledge graph endpoints.