Data Science & ML MCP 服务器

Raccoon AI

Leverages the LAM API for web browsing, data extraction, and complex web tasks automation.

Qdrant Enhanced

Provides an enhanced Model Context Protocol server for Qdrant, enabling robust vector memory management with advanced performance and deployment features.

Plan

Leverages Google Gemini AI to provide intelligent project planning and comprehensive code review capabilities via the Model Context Protocol.

Model Context

Provides a TypeScript implementation of a Model Context Protocol (MCP) server, designed to evaluate MCP capabilities with Retrieval-Augmented Generation (RAG).

Prompt Cleaner

Cleans and normalizes large language model prompts, redacts sensitive information, and standardizes output formats.

Brainrot

Provides persistent memory and context management for AI coding assistants, eliminating repetitive explanations and lost information.

USASpending

Researches federal contract awards and analyzes the competitive landscape using the USASpending.gov API.

Trading Quantitative Analysis

Analyzes financial data, calculates technical indicators, evaluates news sentiment, and generates trading signals for stocks and forex.

Jina AI

Access Jina AI's Reader, Embeddings, and Reranker APIs, providing a comprehensive suite of tools for web content processing, search, and semantic analysis.

A-MEM

Augment LLM agents with an intelligent agentic memory system, offering automatic note construction, dynamic updates, and semantic retrieval, integrated with popular IDEs.

Database Reader

Enables read-only PostgreSQL database access and querying for AI assistants.

Tuteliq

Provides an MCP server offering 41 AI-powered tools for child safety, fraud detection, and content moderation within Claude, Cursor, and other MCP-compatible AI assistants.

Msprof Profiler

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

Local RAG

Enables semantic search across codebases and conversation histories, providing documentation gap analysis and contextual awareness for AI agents.

SAKE

Provides AI agents with a persistent, shared memory, allowing operational knowledge to be exchanged across sessions, agents, projects, and teams.

Sovereign Debt Contagion

Orchestrates international data sources to provide a composite sovereign risk verdict and actionable recommendations for financial professionals.

TopYappers

Empowers AI agents with programmatic access to the TopYappers API for discovering viral content, trending music, and social media influencers.

Kunpeng

Orchestrate artifact-first multi-agent workflows with dynamic form transitions and reduce AI token costs through intelligent model routing.

Maiife Toolkit

Provide comprehensive AI governance solutions through a collection of modular scanning, auditing, and management tools.

AI Agent Platform

Orchestrates production-ready multi-tool AI agents, combining RAG, database querying, file processing, and real-time APIs into a unified intelligent assistant.