Natural-language BigQuery access via MCP with privacy guardrails and schema exploration.

MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook/mail, files, Excel, calendar)

Brave Search API integration delivering diverse search types with AI context and summarization, supporting STDIO and HTTP transports.

Semantic code search that brings entire codebases into Claude's context with hybrid search and scalable vector storage.

Secure, OAuth-enabled interface exposing Stripe APIs for AI agents with Python and TypeScript toolkits and cross-framework integration.

Turns Make scenarios into callable tools for AI assistants, enabling on-demand execution and structured results.

Enables LLMs to inspect BigQuery schemas and execute SQL queries with project, location, and dataset controls.

This MCP server enables LLMs to interact with Snowflake databases, allowing for secure and controlled data operations.

Vizro-MCP uniquely combines low-code dashboard templates with MCP-enabled LLM collaboration to generate production dashboards.

Interact with Home Assistant including viewing and controlling lights, switches, sensors, and all other Home Assistant entities.

Unified CLI coordinating multi-repo work items with AI-powered commits and PRs, integrating GitHub, Jira, and GitLab.

server-sql-analyzer) 🐍 - MCP server that provides SQL analysis, linting, and dialect conversion using SQLGlot

Bridges AI assistants with Aqara devices via the Model Context Protocol, enabling natural-language control, scenes, and automation across multiple homes with secure authentication.

mcp-server) 📇 🏠 - An MCP server built on markmap that converts Markdown to interactive mind maps. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.

AI-powered, mini Kubernetes dashboard with multi-cluster tooling, embedded LLM support, and extensible plugins for rich operations.

Go-based MCP implementation enabling seamless LLM integration with external data sources, featuring a high-level, minimal-boilerplate API.

(by Guy Bary) AI-powered developer assistant that enables advanced code research, analysis and discovery across GitHub and NPM realms in realtime

MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.

Integrates Astra DB with vector search, hybrid search, and bulk operations for LLM-driven data access.

Unified interface enabling AI agents to manage AnalyticDB MySQL clusters, execute SQL, and monitor via OpenAPI and diagnostics.

Create, manage, and update applications on InstantDB, the modern Firebase.

Full-stack framework to build cross-client MCP apps and agents with built-in inspector, previews, widgets, and streamlined cloud deployment.

Go-based experimental protocol interface enabling Algolia API actions with configurable tools, Claude Desktop and Ollama compatibility.

Integrate with Docker to manage containers, images, volumes, and networks.