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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Zentao MCP Server

Enables direct integration with Zentao bug tracking systems through Cursor. Supports authentication, bug retrieval, searching, and listing operations for comprehensive bug management through natural language.

MoluAbi MCP Server

Enables complete AI agent lifecycle management through MoluAbi's platform, allowing users to create, manage, and interact with AI assistants. Provides comprehensive tools for agent operations with secure authentication, usage tracking, and payment integration.

BitSight Community MCP Server

Enables access to BitSight security rating data through company search and rating retrieval functionality. Automatically manages BitSight subscriptions for one-time rating requests and provides structured security assessments for companies.

MCP Demo Server

Provides calculator, text analysis, and file reading tools through two different implementations - a FastAPI version for learning MCP concepts and an official SDK version for production use with Claude Desktop integration.

ServiceNow MCP Server

Enables Claude to interact with ServiceNow instances through comprehensive API integration. Supports incident management, service catalog operations, change requests, knowledge base management, user administration, and agile project management with multiple authentication methods.

Airtable MCP Server

Enables AI assistants to interact with Airtable databases by listing accessible bases and retrieving detailed schema information. Supports secure authentication and provides tools for exploring Airtable base structures through natural language.

MCP Index Notes

Enables indexing and retrieving notes with full-text search using SQLite, plus building knowledge graphs to find relationships between concepts. Supports natural language note management, tagging, and semantic connections.

Gmail MCP Server

Enables AI applications to send emails, manage drafts, and compose professional emails through Gmail API with secure multi-user OAuth2 authentication and encrypted token storage.

AlphaVantage

MCP (Model Context Protocol) Server. Bridges AlphaVantage's financial data ecosystem by providing real-time access to stock market, forex, cryptocurrency, and fundamental financial metrics for data-driven investment research and analysis.

Pollinations Think MCP Server

A sophisticated reasoning and research MCP server that leverages Pollinations AI's DeepSeek and SearchGPT models for multi-cycle strategic analysis and real-time web information retrieval.

3 tools

Buienradar MCP Server

A specialized MCP server that provides real-time, 2-hour precipitation forecasts for specific coordinates using the Buienradar API, ideal for checking localized weather conditions.

1 tool

contextlayer-mcp

Personal context management for AI assistants

mcp-server

Create, upload, and manage contracts from AI assistants. AI analysis and e-signatures.

website-search

Write better incident response and other reports, get guidance on security best practices.

AIStatusDashboard

A read-only MCP server providing real-time status monitoring, incident history, and performance metrics for major AI service providers like OpenAI, Anthropic, and Gemini.

Loc Knowledge Graph Memory Server

Enables Claude to remember information about users across conversations by storing and retrieving data as entities, relations, and observations in a persistent local knowledge graph.

glider

Roslyn-powered C# code analysis server for LLMs. Supports stdio and HTTP transports.

rocket-plus-mcp

A registry and distribution platform for MCP servers, allowing developers to publish, discover, and manage Model Context Protocol integrations.

kicad-mcp-server

A server providing a centralized registry and app store for discovering and publishing Model Context Protocol (MCP) servers.

shell-use

Provides AI agents with human-like control over terminal sessions via tmux, enabling interaction with complex CLI applications like vim, htop, and gdb.

6 tools

ChillMCP

Enables AI agents to take breaks and manage stress levels through 8 different break activities like watching Netflix, coffee breaks, and bathroom breaks. Features automatic stress accumulation, boss alert systems, and natural language commands for work-life balance simulation.

Kluster.ai Verify MCP

A fact-checking and document validation server that ensures AI responses are accurate by cross-referencing reliable external sources or specific document content.

2 tools

Web Scraper

MCP (Model Context Protocol) Server. Extracts clean text content from web pages using BeautifulSoup and HTTPX with proper error handling for failed requests and connection issues.

Ethereum Address Monitor

A blockchain monitoring MCP server that provides real-time Ethereum address tracking across multiple networks using Server-Sent Events (SSE) for continuous updates.

2 tools

Metabase MCP Server

Enables AI assistants to interact with Metabase analytics platform, allowing them to query databases, manage dashboards, execute SQL queries, and organize collections through natural language.

DoH MCP Server

A robust DNS over HTTPS server built on Cloudflare Workers that performs parallel queries across multiple providers with a consensus algorithm for fast, reliable, and secure DNS resolution.

4 tools

falcon-mcp

A robust MCP server linking AI agents to the CrowdStrike Falcon platform, enabling automated threat hunting, incident analysis, host management, and vulnerability assessment across cloud and endpoint environments.

24 tools

vap-e

VAP serves as an execution control layer for AI agents, providing deterministic cost management, budget enforcement, and failure ownership for paid API services.

10 tools

brainfaq-mcp

A specialized MCP server for debugging and executing Brainfuck programs, offering step-by-step execution, memory inspection, and configurable interpreter settings.

6 tools

MCP Knowledge Base Server

A knowledge base management server providing keyword search, category-based filtering, and ID lookups with integrated in-memory caching for optimized performance.

5 tools