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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

jenkins-mcp-server

3

MCP server for Jenkins CI/CD - Intelligent automation server integration for GenAI

15 tools

uspto_enriched_citation_mcp

3

High-performance MCP server for USPTO Enriched Citation API v3 with AI-powered data extraction, token-saving context reduction, progressive disclosure workflows, and seamless cross-MCP integration

7 tools

mcp-safe-run

3

Tired of hardcoding secrets like API keys in your MCP client configuration (e.g., mcp.json, claude_desktop_config.json)? mcp-secure-launcher lets you run your existing MCP servers securely without modifying them.

MCP Server Knowledge Engine

3

A specialized MCP server that indexes PDF collections using TF-IDF and proximity matching to provide a searchable, high-performance knowledge base for AI assistants.

3 tools

ccxt-mcp

3

CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by providing a standardized interface through the Model Context Protocol. Created to empower automated trading strategies, this tool allows AI assistants like Claude and GPT to directly interact with over 100 cryptocurrency exchanges without requiring users to write comple

Exa Search

3

MCP (Model Context Protocol) Server. Provides intelligent discovery and research of Model Context Protocol servers using Exa search with tools for finding servers based on requirements, extracting detailed information, discovering similar implementations, and organizing results by functionality with confidence scoring and feature analysis.

5 tools

DuckDuckGo Search

3

An MCP server that provides comprehensive web search capabilities using DuckDuckGo via SerpAPI, featuring region-specific results and safe search filtering.

1 tool

Vertica MCP Server

3

A production-ready MCP server that allows AI assistants to interact with Vertica Analytics Databases through natural language for querying, schema management, and performance optimization.

11 tools

kubernetes-ai-ops-agent

3

AI-powered assistant that enables natural language interactions with Kubernetes clusters. Simplifies DevOps workflows using Model Context Protocol (MCP) servers for executing K8s operations through conversational interfaces.

DeepL MCP Server

3

A DeepL-powered translation server providing high-quality language translation, rephrasing, document processing, and usage analysis through the Model Context Protocol.

7 tools

ml-mcp

3

A production-ready Knowledge Graph RAG system that converts natural language queries into Cypher for Neo4j retrieval, specifically focused on university-related information.

1 tool

phantom-neural-cortex

3

Professional multi-AI development environment with intelligent cost optimization (<5/month)

Delphi Compiler

3

A Model Context Protocol server that integrates with RAD Studio compilers and MSBuild to automate building and compiling Delphi/Object Pascal projects with support for multiple platforms and configurations.

2 tools

open-apia

3

APAI is an open protocol for describing, documenting, and validating artificial intelligence systems.

Brosh Browser Screenshot

3

A powerful browser automation server that enables AI agents to visually inspect webpages through scrolling screenshots, Markdown text extraction, and minified HTML analysis.

1 tool

mssql

Needs Setup
3

Enterprise-grade MCP server for Microsoft SQL Server providing comprehensive schema discovery, data profiling, and safe CRUD operations with built-in governance and audit logging.

20 tools

Mindbody MCP Server

3

A comprehensive MCP server providing full access to the Mindbody API for automating wellness studio management, including scheduling, client tracking, and payment processing.

37 tools

Gemini

3

A professional MCP server integrating Google's Gemini AI models with advanced features like dynamic model discovery, Google Search grounding for real-time data, and iterative deep research capabilities.

3 tools

Code Editor MCP Server

3

A robust code editing MCP server featuring directory sandboxing, optimistic locking, and encoding-aware file operations. It provides precise block-based code editing and batch file processing for safe multi-client concurrency.

10 tools

aws-mcp-server

3

MCP (Model context protocol) server to connect MCP client such as Claude Desktop.

1 tool

0G MCP Server

3

An MCP server for the 0G.AI ecosystem that provides tools for decentralized file storage, key-value data management, AI service discovery with TEE verification, and comprehensive access to 0G documentation and code examples.

8 tools

Instagram

3

A comprehensive Instagram management server enabling AI models to handle account administration, content posting, social graph analysis, and direct messaging through the private Instagram API.

35 tools

VixMCP.Ai.Bridge

3

.NET bindings for VMware VIX API with Model Context Protocol server for AI-driven virtual machine automation

VSCode Automation MCP

3

Enables AI agents to programmatically control VSCode through UI automation, DOM inspection, and command execution. Built on vscode-extension-tester, it allows agents to interact with the editor as a user would, making it ideal for extension testing and workflow automation.

61 tools

Tigris Storage

3

A high-performance S3-compatible object storage MCP server for managing Tigris buckets and objects, enabling seamless file uploads, downloads, and sharing through AI agents.

MCP Easy Copy

3

A utility MCP server that automatically reads Claude Desktop configuration files and lists all available MCP services for quick reference and troubleshooting.

1 tool

logicstamp-mcp

3

MCP server for LogicStamp Context - enabling AI assistants to safely analyze and understand React/TypeScript codebases.

6 tools

vite-mcp

Failed
3

A Vite plugin that exposes browser development environments to AI agents via MCP, providing real-time access to console logs, cookies, storage, and component trees.

1 tool

JCR Journal Partition MCP Server

3

Provides access to JCR (Journal Citation Reports) and Chinese Academy of Sciences (CAS) partition data, allowing users to search impact factors, track ranking trends, and check journal warning lists.

4 tools

SageMath

3

A local SageMath execution environment for MCP clients, providing tools for computational algebra, version verification, and health monitoring with support for both STDIO and HTTP transports.

3 tools