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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Open-Meteo MCP Server

21

A comprehensive MCP server providing access to Open-Meteo APIs for weather forecasts, historical data, air quality, marine conditions, and specialized meteorological models. It supports global geocoding, flood forecasting, and CMIP6 climate change projections for in-depth environmental analysis.

17 tools

Terraform-Cloud

21

An MCP server that integrates AI assistants with the Terraform Cloud API, allowing you to manage your infrastructure through natural conversation.

69 tools

Obsidian Omnisearch

21

Provides a search interface for Obsidian vaults by integrating the Omnisearch plugin with MCP, allowing programmatic retrieval of note paths based on search queries.

1 tool

Snyk Studio MCP

21

An MCP server that enables easy integration with coding assistants, providing security context to AI agents. This runs locally using the Snyk CLI.

Fetch Browser

21

MCP (Model Context Protocol) Server. Fetch Browser enables headless web content retrieval and Google searching without API keys, supporting multiple output formats for web scraping and content analysis tasks.

2 tools

Trino (SQL Query Engine)

21

A comprehensive MCP server for interacting with Trino and Iceberg, supporting SQL execution, detailed catalog exploration, and advanced Iceberg table optimization and metadata inspection.

22 tools

TestRail MCP Server

21

A comprehensive MCP server for TestRail that allows AI agents to manage projects, suites, test cases, runs, and results through various API-driven tools.

37 tools

Quickchat

21

A bridge between AI assistants and Quickchat's platform, allowing Quickchat AI Agents to be used as tools within MCP-compliant applications like Claude Desktop and Cursor.

SharePoint

21

MCP (Model Context Protocol) Server. Integrates with SharePoint through Microsoft Graph API to enable direct access, search, and analysis of organizational documents, folders, and sites without leaving your assistant interface.

2 tools

A2A Bridge

21

MCP (Model Context Protocol) Server. Bridges Claude Desktop with A2A protocol agents, enabling seamless communication and extending capabilities through agent registration, listing, and calling tools.

3 tools

Cursor Background Composer

21

An MCP server that provides programmatic access to Cursor's Background Composer, allowing AI assistants to create, monitor, and manage automated background coding tasks and user settings.

7 tools

Suno Music Generator

20

MCP (Model Context Protocol) Server. Enables AI assistants to generate custom music compositions with specified lyrics, style tags, and titles through the Suno API, delivering completed audio URLs without leaving the conversation context.

1 tool

Moondream

20

MCP (Model Context Protocol) Server. Provide image analysis capabilities including captioning, object detection, and visual question answering for applications like content moderation and visual search.

1 tool

Zotero

20

MCP (Model Context Protocol) Server. Integrates with Zotero to enable searching papers, managing notes, and interacting with local libraries for enhanced research workflows and library management tasks.

Semantic Scholar

20

MCP (Model Context Protocol) Server. Integrates with the Semantic Scholar API to enable querying academic papers, authors, and citations for research and analysis tasks.

bear-notes-mcp

20

MCP server for Bear app - Full Read + Write AI-powered note management with Claude Desktop

29 tools

Perses Monitoring

20

MCP (Model Context Protocol) Server. Enables AI to query and analyze monitoring data from Perses visualization applications through authenticated API calls for accessing projects, dashboards, variables, and datasources.

26 tools

Hippycampus (OpenAPI Tools)

20

MCP (Model Context Protocol) Server. Converts OpenAPI specifications into LangChain tools, enabling AI assistants to interact with existing REST APIs without custom implementation

Taiga

20

MCP (Model Context Protocol) Server. Integrates with Taiga project management platform to enable direct control over projects, epics, user stories, tasks and issues without context switching

6 tools

Jewish Library

20

MCP (Model Context Protocol) Server. Integrates Jewish texts using Tantivy search engine to provide insights, answer questions, and analyze themes from religious Jewish literature.

1 tool

Free USDC Transfer (Base)

20

A specialized MCP server for fee-free USDC transfers on the Base network using Coinbase CDP MPC wallets. It supports automated wallet creation and recipient resolution via ENS and BaseName domains.

2 tools

Zoekt

20

A high-performance code search MCP server that leverages Zoekt's trigram indexing to provide advanced regex-based search, repository exploration, and query optimization for AI agents.

3 tools

bioRxiv

20

🔍 Enable AI assistants to search and access bioRxiv papers through a simple MCP interface.

3 tools

Sentry

20

MCP (Model Context Protocol) Server. Integrates with Sentry's error tracking platform to enable detailed issue analysis, project management, and user session replay for enhanced debugging and monitoring in software development environments.

9 tools

Sourcegraph

20

A Sourcegraph MCP server that provides AI-enhanced code search across multiple repositories, supporting advanced regex queries and context-aware guidance for exploring large codebases.

3 tools

D365FO

20

A comprehensive MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and AI assistant integration.

49 tools

Security Infrastructure

20

MCP (Model Context Protocol) Server. Integrates with Splunk SIEM, CrowdStrike EDR, and Microsoft MISP to enable cross-platform threat hunting, security event searches, detection retrieval, and threat intelligence queries for SOC operations.

3 tools

Riksdag & Regering

Failed
20

An MCP server providing access to Swedish Parliament (Riksdagen) and Government (g0v.se) open data, including documents, votes, and member activities.

mcp-rss-aggregator

20

Integrates RSS feed aggregation into Claude Desktop, allowing users to fetch, read, and organize content from OPML or JSON subscriptions via the Model Context Protocol.

1 tool

mcp-reticle

20

A diagnostic proxy and UI for the Model Context Protocol that intercepts, visualizes, and profiles JSON-RPC traffic in real time. It acts as a debugger to inspect raw messages, correlate requests/responses, and profile latency for MCP servers.