Analyze your project to detect its language and deployment needs. Generate and validate Smithery-ready configuration, with the option to initialize files when you approve. Follow a guided workflow to convert existing setups and deploy with confidence.

A model-driven approach to building AI agents in just a few lines of code.

A model-driven approach to building AI agents in just a few lines of code.

Symbol Delta Ledger MCP Server - Cards-first code context for polyglot repositories

MCP server that indexes codebases into an AST knowledge graph with semantic search, call graph traversal, and HTTP route tracing

MCP for public datasets on BNM Open Data API (Developed by Seah Boon Keong) Allows users to access a wide range of financial and economic data published by Bank Negara Malaysia. Users can retrieve data on various economic indicators such as current exchange rates, OPR, interbank activity, government bond yields, monetary aggregates, reserves, gold prices, consumer alerts, etc.

MCP for public datasets OpenDOSM (Developed by Seah Boon Keong) What it delivers: - 163 curated datasets (Department of Statistics Malaysia + sources) - Programmatic tools: discover, query, get latest, correlation, ARIMA forecasts (with fallback) Benefits: Accessibility - Economists, analysts, and policymakers can interact without technical barriers. Speed - Instant retrieval of complex datasets. Ability to support forecast and correlation features. Integration - Enable integration to dashboards that supports MCP. Sample Queries 1. What are the monthly CPI trends overall and by division (food, transport, housing)? 2. Which items are driving food inflation vs core inflation? 3. How sensitive is GDP growth to changes in key subcomponents (investment, consumption)?

Seahorse MCP server launcher with bundled Rust binary

MCP server for the Sealab cabinetry catalog

Find and enrich B2B contacts and companies for prospecting and outreach. Uncover verified emails, phone numbers, and firmographic insights. Review your organization's saved leads and track research progress and credit usage.

Manage smart locks and access codes across your Seam-connected devices. Check lock status, lock or unlock doors, and create, update, or delete time-bound access codes for one or many locks. Streamline property operations and guest access with bulk code management.

Benchmark-first release surface with a read-only MCP endpoint and operator CLI.

SearchAPI MCP for Google searches

SearchAPI MCP Agent with A2A Support

Discover Apple APIs, frameworks, and symbols fast with comprehensive documentation search. Explore WWDC sessions and code examples to learn modern patterns and best practices. Check platform availability, track updates, and browse sample projects to build faster and stay current.

SearchAtlas AI Agent — SEO, content, PPC, authority building, and site management

Code intelligence for LLMs. Analyze, search, and retrieve code from any public git repository.

Analyze Google Search Console performance with rich dimensions, advanced filters, and large-scale exports. Uncover quick-win SEO opportunities to prioritize content and optimization efforts. Manage properties with site listing, sitemap actions, and URL indexing checks.

MCP server for Google Search Console, Bing Webmaster Tools, and Google Analytics 4

MCP Server for search-docs - Claude Code integration

Search Google Flights-style itineraries with simple MCP tools for route lookup, date-range discovery, and flexible travel planning. This server provides: - `search_flights` for point-to-point flight search - `search_dates` for finding cheaper travel windows - helper prompts for direct flights and budget-date discovery - a configuration resource for defaults and environment settings Built for agents that need a clean flight-search MCP surface with structured responses.