Unified interface to read, query, and manage Cloudflare services via natural language for automated tasks.

Cloud browser automation server enabling LLMs to navigate pages, capture data, and automate forms with proxies, stealth, and multi-session capabilities.

Open-source AWS-focused ecosystem delivering up-to-date docs, references, and best practices into AI workflows.

Neo4j context tools bundle enabling natural-language Cypher queries, memory graphs, Aura cloud management, and visual data modeling with multiple transport options.

Lightweight local MCP server delivering Azure DevOps tasks from VS Code with domain-based tooling and a thin REST interface.

Hosted gateway enabling AI assistants to use Apify Actors as tools with dynamic discovery, OAuth, and cross-client compatibility.

Interacts with Tinybird's ClickHouse analytics platform for scalable data ingestion and real-time insights.

Production-ready semantic retrieval tool that stores and searches documents via Claude Desktop using Needle ecosystem.

Universal RPC layer enabling cross-language function calls for AI agents with private networks, observability, and tool integrations.

Kubernetes-centric management interface offering unified control, Helm support, and safe automation with multi-source kubeconfig.

Ready-to-use integration layer enabling AI assistants to operate Alibaba Cloud resources via OpenAPI, including ECS, Cloud Monitor, OOS, and more.

Experimental Firebase CLI feature powering AI tooling with deployment, hosting, and user management capabilities.

LLM-driven orchestration of Aiven services (PostgreSQL, Kafka, ClickHouse, OpenSearch, Valkey) with native connectors.

TypeScript-based tool interface enabling AI agents to interact with DataWorks Open API for cloud-resource operations.

Secure Snowflake access with modular queries, insights memo, and per-table context for nuanced LLM-driven analytics.

LLM-driven Alibaba RDS management with modular tools enabling automated provisioning, monitoring, and configuration via OpenAPI.

Translates natural language prompts into BigQuery queries, enabling chat-driven data access with read-only, schema-aware querying via Claude Desktop.

Lightweight tool to provision and manage model context ecosystems securely in containers with auto-configuration and Kubernetes support.

LLM-friendly access to BigQuery for schema discovery, table details, and SQL execution.

Deploy HTML content and folders to EdgeOne Pages with instant public URLs, edge functions, and fast edge storage.

AI-powered Yunxiao integration enabling code generation, reviews, and deployment orchestration with modular, configurable toolsets.

AI-driven mini Kubernetes dashboard with built-in MCP tools, multi-cluster control, and private model support for streamlined, secure ops.

Astra DB integration enabling vector search, bulk operations, and rich collection/record management with seamless LLM integration.

Connects Microsoft 365 via Graph API with org-mode, read-only safeguards, and granular tool filtering for secure, targeted enterprise integrations.