AI Tools

AI coding agents can write code but should not blindly execute database migrations. This MCP server gives coding agents the tools to safely manage database schema changes: diff, plan, validate, and apply with automatic rollback on failure.

Bridge the gap between data engineering and AI agents. Build a Databricks MCP Server that allows agents to query Delta tables, orchestrate ETL jobs, and diagnose pipeline failures on demand.

Unlock your company's Notion knowledge base for AI agents. Build a secure, stateless MCP server using the new 2026 FastMCP SDK to enable real-time semantic search and RAG.

Transform project management with AI. Deploy a stateless Asana MCP Server that allows AI agents to triage tasks, update statuses, and query project bottlenecks in real-time.

Ship a TypeScript FastMCP server that ingests OpenTelemetry OTLP spans and gives Claude or Cursor agent-run tracing, loop detection, token-cost dashboards, and budget gates.

Stand up a Python FastMCP server around Stanford's Evo 2 foundation model so AI agents can run biosafety-gated in-silico genome analysis, sequence generation, and protein design.

Build a TypeScript FastMCP server that lets AI agents earn via ERC-8183, pay via x402, and spend only inside Altana on-chain limits with Paymaster gas on BSC Testnet.

Build a Python FastMCP server that turns KTX market data, AI signals, portfolio tools, order execution, and prediction markets into MCP tools for live agents.

The MCP 2026-07-28 spec is stateless and the Enterprise-Managed Authorization extension is stable, so your IdP can authorize agents with zero per-user browser consent. This dispatch builds a TypeScript FastMCP server wired to Okta, Entra ID, or Keycloak.

Google's Veo 3.1 and ByteDance's Seedream 5.0 Pro landed in July-August 2026. This dispatch wraps both generation APIs behind one Python FastMCP server so agents can generate video, edit regions, and fuse references via tool calls.