AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Todoist MCP Server
Enables AI assistants to manage Todoist tasks, projects, and labels through natural language, with support for filters, priorities, and natural language dates.
Property MCP Server
Connects Claude AI to real estate data via the ATTOM Data API, enabling property information lookup and analysis using natural language queries.
Excalidraw MCP Server
A Model Context Protocol server that enables LLMs to create, modify and manipulate Excalidraw diagrams through a structured API, supporting element creation, styling, organization, and scene management.
Joplin MCP Server
Enables AI assistants to manage Joplin Notes through the Web Clipper API, supporting note creation, updates, search, notebook organization, and tag management.
Weather Service MCP
A learning project demonstrating how to build MCP servers with Python, featuring weather query tools that showcase custom tool creation, configuration, and integration with AI assistants.
Canvas MCP
Enables AI agents to interact with Canvas LMS and Gradescope, allowing users to query courses, assignments, modules, calendar events, and find relevant resources using natural language.
arXiv LaTeX MCP Server
Enables Claude and other MCP clients to access and process arXiv papers by fetching their LaTeX source code, providing accurate interpretation of mathematical equations and notations that PDF processing often struggles with.
Postgres MCP Server
Enables querying and modifying PostgreSQL databases through MCP tools with read/write operations, schema inspection, and write-safety constraints that limit modifications to the mcp schema.
Tonle OpenProject MCP Server
Enables AI assistants to interact with OpenProject's API v3 for comprehensive project management operations including work packages, projects, time tracking, users, and all other OpenProject features through natural language.
ThinkingCap
Multi-agent research server that runs multiple LLM providers in parallel with web search capabilities, synthesizing their responses into comprehensive answers for complex queries.
NLB Singapore Library MCP Server
Enables searching the National Library Board Singapore catalogue by title, author, ISBN, or subject, and checking real-time availability of books across library branches.
MCP Database Server
Enables AI assistants to interact with PostgreSQL databases through query execution and schema inspection, supporting multiple schemas for customer data, document management, loan systems, and asset leasing.
Date MCP Server
Provides AI assistants with real-time date, time, and timezone information, enabling them to access current temporal data, format dates, calculate day of week, and work with different timezones.
MCP API Tools
FastAPI server with Google Gemini AI integration that provides auto-routing to multiple tools including weather, news, web search, dictionary, and quotes APIs through natural language prompts.
Telos Model Context Protocol
An MCP server providing access to Telos, a philosophical AI mentor that combines rationalist thinking with stoic philosophy to offer personalized guidance and smart contract accountability on Solana.
Email MCP Server
Enables AI to send, read, search, delete and reply to emails through SMTP or Gmail API, supporting common email services like QQ, 163, Gmail and Outlook with HTML/text formats and attachments.
BookStack MCP Server
Enables AI assistants to manage BookStack documentation through natural language, supporting content browsing, search, and CRUD operations for books, chapters, and pages.
n8n-MCP
Provides AI assistants with comprehensive access to n8n workflow automation platform, including 543 node documentation, 2,709 workflow templates, validation tools, and optional workflow management capabilities for creating and deploying automation workflows.
curl-mcp
Provides a structured HTTP client tool for making web requests with full HTTP method support, detailed response metadata, and error handling. Enables AI assistants to interact with any web API or endpoint through the curl_request tool.
OCR MCP Service
Enables AI agents to recognize and extract text from images using PaddleOCR, supporting both file paths and base64 input with structured results including confidence scores and text positions.
Bitbucket MCP Server
An integration server that allows Claude Desktop and other MCP clients to read and query information from Bitbucket repositories, including commits, diffs, branches, pull requests, and file contents.
Beehiiv MCP Server
A Model Context Protocol server that enables Large Language Models (like Claude) to interact with Beehiiv publications and posts through standardized tools and the Beehiiv API v2.
MCP-AWS
A custom server with tools that enable AI agents to provision and terminate AWS EC2 instances through natural language commands.
grasp
Self-hosted Browser Using Agent with built-in MCP, A2A support.
Microsoft Graph MCP Server
A Model Context Protocol server that connects to Microsoft Graph API, allowing AI assistants to query and access data from Microsoft Entra ID (formerly Azure Active Directory).
Integrator MCP Server
A Model Context Protocol server that allows AI assistants to invoke and interact with Integrator automation workflows through an API connection.
MCP Python Demo
An MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide weather queries, geocoding, and web search functionality through both command-line and web interfaces.
MCP Weather Server
A simple server that implements the Model Context Protocol, allowing AI models like Claude to fetch real-time weather information for any location using the wttr.in API.
MCP Logging NL Query Server
Allows developers and AI Agents to query Google Cloud Logging using natural language, translating queries into Google Cloud Logging Query Language (LQL) with Vertex AI Gemini 2.5.
MCP Devcontainers
An MCP server that enables interaction with development containers through the devcontainers CLI, allowing users to start, run commands in, and execute arbitrary shell commands inside devcontainers.