AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
News MCP Server
Aggregates news from 7 APIs and unlimited RSS feeds with AI-powered bias removal and synthesis. Provides over 7,300 free daily requests with conversation-aware caching and 25 comprehensive news analysis tools.
OrgX MCP - Agent Orchestration
Agent orchestration + org memory via MCP. Manage initiatives and decisions from any client.
FastMail MCP Server
Enables AI-powered email management through FastMail's JMAP API with features like smart email analysis, automated organization, inbox zero automation, and intelligent reply generation. Supports advanced email operations, contact management, calendar integration, and hierarchical email organization systems.
Workout Maker MCP Server
This MCP server enables the generation of structured fitness content, including detailed exercise instructions with image prompts, balanced daily workout sessions, and personalized multi-day training plans. It facilitates the creation of comprehensive workout programs tailored to specific goals, age ranges, and movement patterns.
MCP + CrewAI Agentic Integration
A FastMCP server providing real-time weather, news retrieval, and local note management tools for autonomous CrewAI agents. It enables context-aware multi-agent workflows with observability and high-speed inference integration.
AppCan Helper MCP Server
Enables users to search and access AppCan mobile development platform documentation with intelligent fuzzy search, caching, and content retrieval. Provides comprehensive access to AppCan's API documentation, development guides, and tutorials through natural language queries.
GMail Manager MCP
Connects Claude Desktop to your Gmail so you can start managing your inbox using natural language. Bulk delete promos & newsletters, organize labels and get useful insights.
Azure HPC/AI MCP Server
Enables users to query Azure HPC/AI Kubernetes clusters for GPU node information and InfiniBand topology details through kubectl commands. Provides tools to list GPU pool nodes with their status and retrieve network topology labels for high-performance computing workloads.
MCP Server Boilerplate
A starter template for building custom MCP servers that can integrate with Claude Desktop, Cursor, and other AI assistants. Provides example tools, TypeScript support, and automated publishing workflows to help developers create their own AI assistant integrations.
Yak MCP
Enables coding agents to speak aloud using text-to-speech functionality. Works with agents running inside devcontainers and provides configurable voice settings for creating chatty AI companions.
Make.com MCP Server
Enables Claude Desktop to trigger and interact with Make.com automation scenarios through webhooks. Allows users to execute complex workflows and integrations with third-party services like Google Sheets, Notion, and Slack using natural language commands.
Airtable MCP Server
Enables complete interaction with Airtable databases through 16 CRUD operations including batch processing, schema management, and record manipulation. Designed for AI applications and n8n workflows with HTTP streaming support.
BambooHR MCP Server
Enables AI assistants to interact with BambooHR's API through natural language queries. Provides access to employee data, time off management, company files, and HR operations with comprehensive tools for workforce management.
MCP Resume Chat Server
Enables AI-powered conversations about resume/CV content and email notification sending through a comprehensive MCP server. Features a modern Next.js frontend with resume chat interface, email forms, and resume viewer for SE interview demonstrations.
Excel MCP Server
Enables AI assistants to read, write, and manipulate Excel files through comprehensive spreadsheet operations. Supports file management, data querying, worksheet operations, formula calculations, and includes security features like path validation and automatic backups.
Secure Billing MCP Server
Enables secure interaction with billing systems through comprehensive PII/PCI redaction, field allowlisting, and multi-layer security controls. Protects sensitive financial data while providing LLMs safe access to account, subscription, and invoice information.
46elks MCP Server
Enables AI assistants and MCP-compatible clients to send and manage SMS messages through the 46elks API, leveraging Swedish telecommunications infrastructure.
Jokes MCP Server
Provides access to various joke APIs including Chuck Norris jokes, Dad jokes, and Yo Mama jokes. Integrates with Microsoft Copilot Studio to create humor-focused agents that can deliver jokes on demand.
NOVA MCP Security Gateway
A prompt-validation service that checks incoming prompts against security rules, blocking those matching high-severity security or jailbreak patterns while authorizing safe prompts.
arXiv Research Assistant MCP Server
An MCP server that allows Claude AI to search, explore, and compare arXiv papers efficiently through a custom-built local server.
OpenAI Agents MCP Server
A server that exposes OpenAI agents (web search, file search, computer actions, and multi-agent orchestration) through the Model Context Protocol, making them accessible to any MCP client including Claude Desktop.
BrowserCat MCP Server
Enables LLMs to automate web browsing through BrowserCat's cloud browser service, including navigation, screenshots, JavaScript execution, and form interactions without requiring local browser installation.
Piwik PRO MCP Server
Enables AI assistants to manage Piwik PRO Analytics resources including apps, tags, triggers, variables, audiences, and tracker settings through natural language commands. Supports comprehensive analytics configuration and tag management operations.
Jokes MCP Server
Enables users to retrieve various types of jokes including Chuck Norris and Dad jokes through natural language requests. Demonstrates MCP integration with Microsoft Copilot Studio and GitHub Copilot for humor-focused AI interactions.
MCP OAuth Gateway
A transparent proxy server that simplifies authentication by chaining its own OAuth layer with an upstream MCP server's credentials. It manages dual token sets behind a single interface, enabling secure and streamlined access to protected MCP resources.
MCP-Mem0
A robust server for managing long-term agent memory using Mem0, providing efficient storage and retrieval of agent memories with a lightweight Python-based implementation.
mcp_sdk_petstore_api
A standalone MCP server that exposes Petstore API endpoints as tools for AI assistants like Claude and ChatGPT. It enables interaction with petstore management services through natural language by proxying API requests via SSE transport.
MCP Testing Assistant
Enables automated testing and coverage reporting for MCP services with test execution, file generation, and mock service creation. Provides comprehensive testing infrastructure including Jest integration, coverage reports, and health checks for the MCP ecosystem.
MCP Logging Assistant
Provides comprehensive logging and monitoring capabilities for MCP services with real-time log tailing, advanced search, error analysis, and anomaly detection. Enables centralized log aggregation, correlation tracking, and health monitoring across all MCP ecosystem services.
Pinboard MCP Server
Enables users to access and manage their Pinboard bookmarks directly through Claude Desktop. Supports retrieving, adding, and updating bookmarks with date filtering, tagging, and bookmark analysis capabilities.