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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Mingli MCP Server

Enables AI tools to perform Chinese fortune-telling analysis including Ziwei Doushu (Purple Star Astrology) and Bazi (Four Pillars) chart generation, fortune reading, and element analysis. Supports multiple calendar systems and output formats for comprehensive divination services.

M365 Roadmap

Query the Microsoft 365 Roadmap from AI agents

azure-updates

MCP server for Azure Updates RSS feed - search, filter, and summarize Azure service updates

Ressl MCP

Enables searching for keywords within files with case-sensitive/insensitive options, returning matching lines with line numbers for easy reference.

Weather MCP Server

An MCP server with integrated ATXP micropayment functionality that requires USDC payments for each AI tool call execution.

SEI DEX MCP

Enables interaction with decentralized exchanges on the SEI blockchain through natural language commands. Supports token swapping, wrapping, liquidity pool queries, and automated trading strategies on DragonSwap.

Hurl OpenAPI MCP Server

Enables AI models to load and inspect OpenAPI specifications, generate Hurl test scripts, and access API documentation for automated testing and API interaction through natural language.

Date MCP Server

Provides AI assistants with accurate current date and day of week information through simple tools for retrieving ISO-formatted dates and day names.

Cold Email Assistant

Automates cold email outreach for job applications by parsing job postings, generating personalized emails using AI, and sending them or saving as drafts in Gmail with resume attachments.

Agentic Ads

Ad network for AI agents — monetize MCP servers with contextual ads. 70% revenue share.

MCP Server

A server implementation of the Model Context Protocol that allows users to extend Claude's capabilities by creating custom tools that can be used within the Claude Desktop client.

MCP Quoting System

Intelligently generates cost estimates and lead times for manufacturing RFPs by parsing requests, matching against historical quotes, and calculating activity-based costs with confidence scoring and human approval workflows.

Brandfetch MCP Server

Enables AI assistants to fetch company logos, brand colors, fonts, and corporate information from the Brandfetch API using domain lookups or keyword searches.

MCP Keyword Search

Enables keyword searching within text files with configurable case sensitivity, returning matching lines with line numbers and occurrence counts.

OneMCP

A universal MCP aggregator that consolidates multiple external MCP servers into a unified interface using a meta-tool architecture to reduce token consumption and context window overhead.

2 tools

Math Expression MCP Server

A tool server that processes mathematical expressions via Multi-Chain Protocol (MCP), allowing LLMs to solve math problems through tool integration.

Odoo.sh

A specialized MCP server for Odoo.sh development that uses SSH to provide full Git workflow automation, file management, and Odoo shell execution for building custom ERP modules.

19 tools

Persona MCP

Enables AI to switch between 26+ expert personas on-demand with smart context detection, persona chaining, and 80%+ token savings through 'Submarine Mode' that keeps personas inactive until triggered.

MCPPentestBOT

Enables AI assistants to perform authorized security testing and penetration testing operations including SSL/TLS analysis, port scanning, vulnerability scanning, and HTTP security header audits through natural language interactions.

Appium MCP Server

Enables AI-powered mobile app testing and automation through Appium, using Azure OpenAI to intelligently navigate mobile applications and generate test cases.

Resume Filter MCP Server

Enables AI assistants to intelligently fetch, parse, search, and rank resumes from email attachments. Supports multi-format resume parsing (PDF, DOC, DOCX), multi-dimensional searching by keywords, position, skills, and experience, with statistical analysis capabilities.

memdata

Persistent memory for AI agents. Store context, retrieve it semantically.

Jira Stories MCP Server

Connects Jira projects to AI assistants, enabling natural language queries to view, search, and filter stories with real-time access to descriptions, comments, status, and metadata without leaving your development environment.

DeBank MCP Server

Enables querying DeFi data through DeBank API, including wallet balances, token prices, NFT collections, protocol positions, transaction history, gas prices, and security analysis across 93+ blockchains through natural language.

E*TRADE MCP Server

Provides access to E\*TRADE's Market API for retrieving real-time stock quotes, looking up securities, and analyzing option chains with strikes and expirations.

Weather Query MCP

A simple MCP service that allows users to query weather conditions for cities worldwide through the Cursor AI assistant.

Telegram

A robust MCP server that enables AI assistants to interface with Telegram for chat management, message automation, and AI-driven conversation summarization.

16 tools

SketchupMCP

Enables direct interaction and control of SketchUp through Claude AI using the Model Context Protocol and a TCP socket connection. It allows for prompt-assisted 3D modeling, component manipulation, and the execution of arbitrary Ruby code within the SketchUp environment.

Youth Activity Information MCP Server

Enables access to South Korea's Ministry of Gender Equality and Family youth activity information through public data API, supporting regional searches, keyword filtering, and activity discovery for youth programs.

thought-chain-mcp

Thought Chain MCP - A Model Context Protocol server for implementing advaced thought chain reasoning and sequential processing