Data Science & ML Servidores MCP

C64 Bridge

Connects AI to Commodore 64 Ultimate and Ultimate 64 via a REST API using the Model Context Protocol, enabling LLM agents to control the retro computer.

Local Skills

Enables any LLM or AI agent to access expert skills from your local filesystem, reducing context consumption through lazy loading.

Dual-Cycle Reasoner

Empowers autonomous agents with self-awareness and reliability through intelligent loop detection and experience acquisition.

Promptheus

Automates prompt engineering to refine and optimize interactions with large language models across multiple providers.

Mermaid Validator

Validates and optionally renders Mermaid diagrams using a Python Model Context Protocol (MCP) server.

PostgreSQL

Optimizes PostgreSQL operations with 63 AI-native tools for query optimization, index tuning, EXPLAIN analysis, and comprehensive database health management.

Data Commons

Provides an HTTP API endpoint for a Model Context Protocol (MCP) server, enabling access to data from diverse open-access publishers using an LLM and search API.

RAG Large File Processor

Processes large documents in multiple formats using intelligent chunking and advanced retrieval-augmented generation (RAG) capabilities.

YouTube

Provides AI assistants with real-time access to YouTube data for searching, analysis, and detailed content retrieval.

Tdengine Query

Enables read-only queries for TDengine databases, allowing AI assistants to explore data and database structures.

Food Data Central

Provides API access to the USDA's FoodData Central database via a Model Context Protocol (MCP) server.

LanceDB

Provides a Model Context Protocol (MCP) server enabling LLM applications to store and retrieve memories using LanceDB, an embedded vector database.

Sharp

Manages image sessions and performs high-performance image processing operations using an MCP server.

Alibaba Cloud API

Integrates tens of thousands of Alibaba Cloud OpenAPI services directly into AI applications and workflows through the Model Context Protocol (MCP).

MCP of MCPs

Aggregates multiple MCP servers to streamline AI agent code execution, significantly reducing token usage, improving speed, and preventing hallucinations.

Loom

Facilitates collaborative text generation with base models via an iterative API designed for Claude Web.

GitLab API

Provides a Pythonic wrapper for the GitLab API and functions as an MCP Server for agentic AI to manage GitLab resources.

Repocks

Transforms Markdown documentation into an intelligent knowledge base with AI-powered search and Q&A via an MCP server.

Codebase RAG

Enables semantic codebase search and file retrieval through embeddings and a PostgreSQL database.

AgentSource

Provides live, comprehensive company and contact data from Explorium's AgentSource platform, exclusively for use within Claude Desktop.