Data Science & ML MCP 服务器

Playwright

Enables large language models (LLMs) to interact with web pages using Playwright's accessibility tree.

Story Collecting Agent

Transforms natural language queries into structured story datasets by integrating Google Search results into classified Excel files.

Code Reference Optimizer

Optimizes code context extraction, diff analysis, and import management to minimize token usage for AI assistants.

RAG Server

Provides a comprehensive Retrieval-Augmented Generation (RAG) server, offering robust file management and vector memory capabilities for AI agents.

AI Agent Generator

Enables the creation and deployment of sophisticated AI agents through natural language processing and intelligent automation.

CodeNavigator

Provides comprehensive code analysis, navigation, and quality assessment across over 25 programming languages for various development workflows.

Semantic Frame

Converts numerical data into token-efficient natural language summaries for Large Language Models.

Spreadsheet DL

Define complex spreadsheets declaratively using Python or YAML, then export them to ODS, XLSX, or PDF formats.

Agent Framework

Orchestrates AI agents at scale, enabling seamless context sharing, communication, and integration for enhanced collaboration.

Fred

Connect to the Fred database to query and explore economic data.

Agent Reminders

Manage structured, persistent reminders for AI agents with time, keyword, and condition triggers, priority escalation, and recurrence.

Reflexive Thematic Analysis

Augments qualitative coding for Braun & Clarke's Reflexive Thematic Analysis, enabling structured AI-assisted interpretation while preserving researcher authority.

Tableshot

Empowers AI assistants to accurately extract structured data from PDF documents and images into various clean formats.

CI-1T

Enables AI agents to evaluate model stability, manage fleet sessions, and control API keys for the CI-1T prediction engine.

Memento Protocol

Provides AI agents with persistent, structured memory, enabling them to recall and learn across sessions.

XCSC Tushare HTTP

Provides an MCP server with HTTP support, enabling AI assistants to securely access comprehensive XCSC Tushare financial data from Xiangcai Securities.

Atlas

Orchestrates universal multi-agent systems, providing an infrastructure layer for interoperability, auditability, and production readiness for autonomous AI agents.

GitNexus Stable Ops

Ensures the integrity and efficiency of GitNexus across numerous repositories through automated checks, preventing caller issues, version discrepancies, and graph inconsistencies.

Crossplane

Enables AI agents to declaratively manage cloud infrastructure via Kubernetes using Crossplane.

DeFi Yield Scanner

Offers real-time DeFi analytics including token risk analysis, yield scanning, and wallet exposure checking for AI agents.