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Smithery

Smithery

Smithery: A platform to find, build, and ship AI-powered MCP servers and tools for enhanced agent capabilities.

FreemiumAI Agents Directorysmithery.ai
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Published on Jul 6, 2026

Benchmarks

How Smithery scores on agent readiness and AI visibility AI Readiness and GEO Score are platform assessments generated by VibeLaunch after submission.

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Overview

Overview\nSmithery is a dynamic platform designed to empower AI agents by providing a vast ecosystem of tools and skills. It acts as a central hub where developers and AI enthusiasts can find, build, and deploy Machine Communication Protocol (MCP) servers. These servers extend the capabilities of AI agents, allowing them to interact with the digital world in more sophisticated ways.\n\nWith over 2404 community-built tools and skills available, Smithery facilitates the automation of complex tasks, enhances data retrieval, and enables seamless integration with various online services and data sources. Whether you need to scrape websites, conduct in-depth research, generate code, or translate languages, Smithery offers a solution.\n\n## What is Smithery?\nSmithery is an AI agent's gateway to the world, offering a curated marketplace of MCP servers. These servers act as specialized tools that AI agents can connect to and utilize. The platform fosters a community-driven approach, where developers contribute and share their creations, leading to a constantly expanding library of functionalities.\n\n## Key Benefits\n- Enhanced AI Capabilities: Integrate a wide range of tools to significantly boost your AI agent's performance and versatility.\n- Vast Tool Ecosystem: Access over 2404 community-built tools, covering diverse functionalities from web crawling to specialized research.\n- Streamlined Development: Easily find, connect, and deploy MCP servers, simplifying the process of extending AI agent functionalities.\n- Community Driven: Benefit from a constantly growing library of tools contributed and maintained by a vibrant developer community.\n\n## Main Features\n- Extensive Tool Directory: Browse and discover a comprehensive collection of MCP servers, categorized for easy navigation.\n- Web Scraping & Crawling: Utilize tools like Hyperbrowser and Exa Search for efficient data extraction from the web.\n- AI-Powered Research: Access academic papers and real-time information with tools like AI Research Assistant and Linkup.\n- Coding Assistance: Enhance coding accuracy with tools like Context7 and Microsoft Learn MCP, providing up-to-date documentation and examples.\n- Multi-Language Support: Leverage tools like JigsawStack Translation for seamless communication across different languages.\n\n## Who Should Use It\nSmithery is ideal for AI developers, researchers, and businesses looking to enhance their AI agents' capabilities. It's particularly useful for those involved in:\n- AI Agent Development: Building and refining AI agents with advanced functionalities.\n- Web Automation: Automating tasks that involve web scraping, data extraction, and information retrieval.\n- Research & Development: Accelerating research processes with access to vast datasets and academic resources.\n- Software Development: Improving coding efficiency and accuracy through integrated documentation and examples.

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Agent Readiness

How well an agent can understand this product and reconstruct a documented workflow from its official information.

Automated agent-readiness assessment of https://smithery.ai/: 9 of 22 checks verified across 4 fetched pages. Machine interfaces are documented (api_reference, cli, sdk, mcp). Absent: llms_txt, request_examples, response_examples, error_documentation, rate_limits, version_information.

Readiness dimensions

DimensionScore
Documentation quality70
Execution verifiability0
Machine interface60
Project clarity75
Resource discoverability75
Workflow completeness73

What helps agents

  • docs: verified during this run
  • sitemap: verified during this run
  • quickstart: verified during this run
  • api reference: verified during this run
  • authentication: verified during this run
  • cli: verified during this run

Where agents are blocked

  • llms.txt is absent (HTTP probe during this run).
  • No request examples signal matched across 4 fetched pages.
  • No response examples signal matched across 4 fetched pages.
  • No error documentation signal matched across 4 fetched pages.
  • No rate limits signal matched across 4 fetched pages.
  • No version information signal matched across 4 fetched pages.

Evidence check

Public claims about this tool, each tagged with a verification status and its cited source.

Smithery - Connect agents to services in minutes2
smithery.aiVerifiedChecked Aug 30, 2026

The entry page was fetched and analyzed for machine-interface signals (title, headings, developer links, keyword probes).

Agent tooling artifacts observed: named slash-command skills (≥2 distinct) documented on https://smithery.ai/.

https://smithery.ai/
Introduction - Smithery Documentation2
smithery.aiVerifiedChecked Aug 30, 2026

A documentation surface is reachable at https://smithery.ai/docs.

Agent-native positioning with a concrete operational path: "The documentation provides concrete operational paths for agents, including MCP connections, CLI usage, and agent scaffolds, not just positioning language.".

https://smithery.ai/docs
https://smithery.ai/sitemap.xml1
smithery.aiVerifiedChecked Aug 30, 2026

sitemap.xml is reachable and lists site pages.

https://smithery.ai/sitemap.xml
Skills | Smithery1
smithery.aiVerifiedChecked Aug 30, 2026

A quick-start / agent-skills documentation page is reachable at https://smithery.ai/skills.

https://smithery.ai/skills
Listing Your Client - Smithery Documentation1
smithery.aiVerifiedChecked Aug 30, 2026

A quick-start / agent-skills documentation page is reachable at https://smithery.ai/docs/use/listing_your_client.

https://smithery.ai/docs/use/listing_your_client
https://smithery.ai/docs/openapi.json1
smithery.aiVerifiedChecked Aug 30, 2026

A machine-readable OpenAPI/Swagger specification is published at https://smithery.ai/docs/openapi.json.

https://smithery.ai/docs/openapi.json

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