Official TypeScript SDK implementing the full MCP spec to expose tools, prompts, and resources through transport-agnostic servers.

Enables safe ClickHouse queries and chDB access with health checks and dual-engine configuration.

Claude Desktop integration with Kubernetes telemetry via a standardized protocol for answering cluster questions.

Seamless GitHub context integration enabling AI-assisted repository exploration, issue automation, and workflow insights.

Self-hosted embedding database enabling memory-enabled LLM apps with vector and full-text search across collections.

Hybrid server enabling SQL analytics across local DuckDB and MotherDuck with cloud storage and serverless execution.

Enables Claude users to chat with Chronulus forecasting agents, featuring flexible deployments and streamlined config using industry-standard tooling.

Connects AI assistants to Raygun crash reporting and real-user monitoring data via natural language conversations.

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

Unified AI-native crypto toolkit enabling wallet management, swaps, DCA, staking, and cross-chain actions across Solana and future blockchains.

Natural language and APL-driven data queries with token security and dataset insights.

Playwright MCP Server enables LLMs to drive real browsers for automation, scraping, and test generation, with live JavaScript execution and screenshot support.

Provides read/write access to Airtable with live schema discovery, enabling LLMs to inspect schemas and perform CRUD operations across bases, tables, and records.

Connects any MCP-compatible client to Meilisearch via stdio, enabling natural language control, multi-index search, and dynamic instance switching.

AgentQL-powered prompts-driven web data extraction delivering structured results from pages with editor-friendly integration.

IBM's flows engine uniquely enables building cloud-deployed tools from any data source with cross-framework agent support and extensible tool calling.

Provides real-time, unblocked live web access with browser automation and anti-bot protection, plus a rich toolkit for data extraction and AI workflows.

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

A focused solution for drafting, templating, and sending eSignature contracts with collaborator-aware templates.

Token-bound configuration with real-time validation, zero-downtime hot reload, and multi-catalog access for Doris integrations.

Unified Atlassian integration offering Confluence and Jira access across Cloud and Data Center with flexible auth, transport options, and IDE-ready deployment.

Bridges AI models with live web data, rendering JS-heavy pages, bypassing anti-bot measures, and delivering AI-ready content across 195+ countries.

Real-time live web access with anti-blocking, zero-config setup, and browser automation for AI-powered research, pricing, and dynamic content.

Python toolkit enabling standardized context exchange with LLMs via multiple transports, with structured outputs and lifecycle-aware resources.