Data Science & ML MCP Servers

Mcp-Fhir

Connects to a FHIR server to provide core Model Context Protocol functionality for interacting with FHIR resources.

Shannon Thinking

Guides systematic problem-solving by implementing Claude Shannon's methodology of problem definition, modeling, and validation.

Claude Memory

Provides persistent memory capabilities for Claude by implementing an MCP server with tiered memory architecture and semantic search.

Heurist Mesh

Connects language models to web3 tools through the Heurist Mesh network.

Time

Provides Large Language Models with time awareness capabilities through a Model Context Protocol (MCP) server.

Pinecone Developer

Enables AI coding assistants to interact with Pinecone projects and documentation, enhancing the developer experience.

AI Federation Network

Enables federated connections between AI systems and various data sources through a standardized architecture.

Twelve Data

Provides real-time access to financial market data via WebSocket for streaming price quotes, market metrics, and events.

ClinicalTrials.gov

Provides LLM tools to search and retrieve comprehensive clinical trial data from the official ClinicalTrials.gov REST API.

Iron Manus

Orchestrates autonomous AI agents using Claude's native tools for advanced task decomposition, delegation, and meta-prompting in a Software 3.0 context.

BPFtrace

Empowers AI assistants with programmatic access to Linux kernel tracing capabilities using bpftrace.

Slack

Facilitates interaction with Slack workspaces by acting as a Model Context Protocol server, providing a comprehensive set of communication and management tools.

Navidrome Assistant

Empowers your Navidrome music server with an AI-powered assistant, facilitating intelligent playlist creation, music discovery, and library management through natural language interaction.

Data Gov IL

Provides AI assistants with seamless access to Israeli Government Open Data for search, discovery, and analysis.

Nia

Provides a context-augmentation layer to equip AI agents, especially coding agents, with an up-to-date knowledge base, significantly boosting their performance.

Agent Fusion

Empower AI agents with instant, hallucination-free access to your codebase and documentation through an intelligent local semantic search engine.

Skilder

Provides an infrastructure layer for AI agents to connect and manage tools across various environments.

AdaL CLI

Integrates various AI model providers into a unified terminal agent for developers.

Shellward

Protects AI agents from prompt injection, data exfiltration, and dangerous command execution by acting as an LLM security middleware and AI agent firewall.

Vera

Perform local code searches combining advanced retrieval techniques, parsing over 60 languages with tree-sitter, and providing structured, offline results.