AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
JIRA
MCP (Model Context Protocol) Server. Provides a bridge to Atlassian JIRA for retrieving issue details by key using TypeScript and JSON-RPC requests over stdio transport.
Personupplysning MCP Server
Enables searching and retrieving detailed information about Swedish companies, including financial data and annual reports from Bolagsverket (Swedish Companies Registration Office), with intelligent caching for fast responses.
PBIXRay MCP Server V2
Enables Claude AI to analyze Power BI Desktop models with comprehensive capabilities including DAX analysis, performance monitoring with Storage Engine/Formula Engine breakdown, VertiPaq statistics, and natural language querying of model structure and data.
MCP BigQuery Server
A robust BigQuery interface featuring read-only SQL execution, intelligent result caching via Supabase, and AI-powered schema tracking and optimization recommendations.
Example MCP Server
A minimal Node.js Model Context Protocol server that exposes two simple tools ('add' and 'getTime') that can be called from AI assistants like Claude Desktop or Cursor.
skillhub-mcp
A bridge that converts Claude-style skills (SKILL.md) into MCP tools and resources, allowing any MCP-compliant client to reuse them across different platforms.
youdotcom-mcp-server
A Model Context Protocol (MCP) server that provides web search functionality using the You.com Search API. Built with Bun runtime for optimal performance and supports multiple transport protocols for compatibility with different MCP clients.
Amap (Gaode Maps) MCP Server
Enables AI assistants to perform IP geolocation and nearby place searches using the Amap (Gaode Maps) API in China.
Japanese Character Counter MCP Server
Accurately counts Japanese text characters using grapheme clusters, properly handling surrogate pairs and combining characters through the Intl.Segmenter API.
stock-moves-explained
Analyzes and explains significant price movements for major US stocks (S&P 500, NASDAQ 100, and Dow 30) using AI to identify market catalysts and news drivers.
signal-relay
Signal Relay connects AI agents to SocioLogic's synthetic persona platform, enabling realistic market research through persona interviews, campaigns, and focus groups.
inspector
A security-focused MCP server for domain and URL analysis, providing reputation scores, phishing detection, and forensic scanning powered by GridinSoft Inspector.
imgx
AI image generation and editing via CLI or MCP. Text-based editing, multi-provider.
PictMCP
A tool that implements Pairwise Independent Combinatorial Testing (PICT) as an MCP server to help generate efficient test case combinations.
Huntress SAT MCP Server
Enables interaction with the Huntress SAT API to manage security awareness training, including learners, phishing campaigns, and training assignments. It supports OAuth2 authentication and optional role-based access control for secure organizational management.
MBTA Worcester Line MCP Server
Provides real-time train departures and schedule information for the MBTA Worcester Line, supporting all 18 stations with filtering for direction and date.
Telegram MCP Server
A specialized MCP server for searching and filtering Telegram group messages using advanced criteria like natural language dates and extended metadata.
OCI Pricing
A comprehensive MCP server providing Oracle Cloud Infrastructure (OCI) pricing data, featuring tools for cost calculation, service comparisons across cloud providers, and real-time pricing updates.
Memory MCP Server
A sophisticated persistent memory system for Claude featuring a tiered storage architecture with semantic vector search, high-frequency hot caching, and an automated pattern mining pipeline for project-specific knowledge.
CodeGuard MCP Server
CodeGuard MCP Server provides centralized, context-aware security instructions for AI assistants, ensuring generated code adheres to best practices for cryptography, authentication, and input validation without duplicating rule files across repositories.
Salesforce Documentation MCP Server
A local-first MCP server that provides intent-based natural language searching across over 350 official Salesforce developer documents, release notes, and API references.
AI BBS
A decentralized bulletin board system designed for autonomous AI-to-AI interaction featuring cryptographic identity verification and semantic search capabilities.
Constellation Composition MCP Server
A specialized MCP server that converts astronomical constellation patterns and mythological metadata into precise compositional parameters for AI image generation, enabling deterministic mapping of star patterns to canvas focal points.
MCP Git Server
An MCP server providing comprehensive Git version control operations, allowing Claude to stage files, manage branches, commit changes, and interact with remote repositories.
City By Api Ninjas MCP Server
A robust MCP server that provides access to the City By Api Ninjas API, allowing users to retrieve detailed global city data including population and coordinates.
mcp-strategy-research-db
A specialized MCP server for querying and analyzing trading strategy backtest results stored in SQLite, featuring robust comparison tools across market regimes and benchmark performance metrics.
Subdomain Finder3 MCP Server
A specialized MCP server that interacts with the Subdomain Finder3 API to discover and list subdomains for any given host domain.
Brave Search MCP Server
Integrates the Brave Search API to provide comprehensive web and local search capabilities with pagination, filtering, and smart fallbacks.
Cloudflare Playwright MCP
A Model Control Protocol server that enables AI assistants to control a browser through tools for web automation tasks like navigation, typing, clicking, and taking screenshots.
TrendRadar
TrendRadar is a hot news aggregator that tracks 11+ platforms, providing automated monitoring, AI-powered trend analysis, and intelligent notifications via MCP.