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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

DingTalk MCP Server

5

A specialized MCP server that enables Claude to interact with DingTalk workspace APIs to search for employees, retrieve detailed profile information, and send direct messages within an organization.

3 tools

Chat Roulette

5

An MCP server that enables real-time, human-to-human chat functionality within AI clients using long-polling tool calls and room-based message queuing.

4 tools

Sequential Thinking MCP Server

5

A specialized MCP server that facilitates structured, multi-step problem solving with support for thought revision, branching logic, and dynamic planning through a Streamable HTTP transport.

1 tool

Winston AI

Failed
5

AI detector MCP server with industry leading accuracy rates in detecting use of AI in text and images. The Winston AI MCP server also offers a robust plagiarism checker to help maintain integrity.

4 tools

ibm-decision-intelligence-mcp-server

5

This MCP server dynamically exposes IBM Decision Intelligence and IBM Automation Decision Services decision services as tools, allowing AI assistants to execute business rules and logic through standard interfaces.

file-organizer-mcp

Validated
5

Intelligent file organization MCP server for Claude with security-hardened operations, auto-categorization, and duplicate detection

12 tools

SlopWatch

5

A development accountability tool that monitors AI code implementations to verify that claimed changes actually match the modified file content.

5 tools

Elasticsearch

5

MCP (Model Context Protocol) Server. Integrates with Elasticsearch to enable cluster health checks, index mapping retrieval, alias management, and document searches using Elasticsearch's query DSL

10 tools

mixpanel-mcp-server

5

MCP server for Mixpanel Analytics integration with AI assistants. Enables Claude and other MCP clients to track events, pageviews, and user profiles through conversational interfaces.

4 tools

Publish Registry Helper

5

An MCP server designed to streamline the deployment process of other MCP servers by providing expert publishing guidance and generating automated GitHub Actions workflows.

Jira

5

MCP (Model Context Protocol) Server. Provides a TypeScript-based integration with Jira, enabling direct interaction with tickets through standardized tools for developers and project managers to streamline their workflow.

6 tools

Excel Bridge

5

MCP (Model Context Protocol) Server. Bridges AI with Excel files, enabling reading from and writing to spreadsheets through standardized operations for data analysis, reporting, and document generation workflows.

NetBox

5

A comprehensive MCP server providing full CRUD operations for NetBox infrastructure management, supporting devices, IPAM, circuits, and virtualization with bulk processing and audit tracking.

9 tools

Jellyfish

5

Give your AI agent context about your team's software engineering allocations and workflow via the Jellyfish platform

27 tools

Investment Portfolio Manager

5

MCP (Model Context Protocol) Server. Reads in JSON-formatted Investment portfolio and performs web searches and stock price searches to provide meaningful evaluations and recommendations.

Apache Jena SPARQL

5

MCP (Model Context Protocol) Server. Provides a bridge between AI agents and Apache Jena for executing SPARQL queries, performing updates, and accessing RDF data stored in Jena Fuseki servers with secure API key authentication.

4 tools

Perplexity

5

MCP (Model Context Protocol) Server. Integrates with Perplexity's API to enable real-time web searches for up-to-date information retrieval and context-aware responses.

1 tool

Antom

5

Connect your AI Agents to Antom Checkout Payment.

5 tools

AkShare MCP Server

5

A financial data MCP server based on AkShare that provides real-time and historical stock market data for US, Hong Kong, and A-share markets in formatted Markdown tables.

3 tools

NASA API

5

An MCP server that integrates with NASA's APIs to provide real-time astronomical data, space weather information, Earth imagery, and exoplanet research capabilities.

MCP Scrcpy Vision

5

A comprehensive MCP server providing AI agents with real-time vision, UI automation, and high-performance input control over Android devices via scrcpy and ADB protocols.

33 tools

Union

5

MCP (Model Context Protocol) Server. Connects AI assistants to Union's tasks, workflows, and apps, enabling access to distributed computing capabilities through customizable tools and resources.

Government Grants

5

MCP (Model Context Protocol) Server. Integrates with the Simpler Grants API to enable keyword-based searching and retrieval of government grant opportunities.

3 tools

Memory Plugin (SQLite)

5

MCP (Model Context Protocol) Server. Provides SQLite-based persistent memory storage for maintaining context across conversations, enabling long-term recall and knowledge management.

A2A Router

5

An MCP server and agent router implementation combining Google ADK and Open-Meteo API to provide real-time weather data and multi-agent coordination.

2 tools

Litmus.io

5

Official MCP server for configuring Litmus Edge for Industrial Data Collection, Edge Analytics & Industrial AI.

21 tools

SEC EDGAR

5

MCP (Model Context Protocol) Server. Enables AI systems to access and analyze SEC EDGAR filings data, providing tools for retrieving proxy statements with executive compensation information and Form 4 filings for insider trading details.

2 tools

APIMatic MCP

5

APIMatic MCP Server is used to validate OpenAPI specifications using APIMatic. The server processes OpenAPI files and returns validation summaries by leveraging APIMatic's API.

1 tool

texas-grocery

5

MCP server for HEB grocery store integration - search products, manage carts, clip coupons, and more

Bybit

5

A Model Context Protocol (MCP) server for integrating AI assistants with Bybit cryptocurrency exchange APIs, enabling automated trading, market data access, and account management.

11 tools