Overview
Summary
The useful answer before the supporting detail.
Smithery is a platform that connects AI agents to external tools and services through the Model Context Protocol (MCP), enabling actions like web search, database queries, and browser control S9. Developers building chatbots, background agents, or AI copilots use it to handle the complexities of integrating agents with external services S9. Its practical value lies in simplifying authentication and credential management, with managed OAuth and secure storage S9.
Product identity and positioning
Name, category, positioning, audience, and first-party claims.
- Identity: Smithery is a platform for connecting AI agents to external tools via MCP S9.
- Core purpose: It solves the problem of integrating agents with external services by handling authentication and connection lifecycle S9.
- Intended users: Developers building chatbots, background agents, or AI copilots S9.
- Product scope: A web platform with a catalog of integrations and the ability to publish custom MCP servers S9.
- Positioning: Smithery positions itself as giving agents more agency by connecting them to the outside world S9.
- Claimed distinction: It offers zero OAuth configuration and stateless connections, simplifying integration S9.
Use cases and audiences
Who the product serves and the jobs it is designed to handle.
| Audience | Practical use case |
|---|---|
| Developers building chatbots | Connect chatbots to external tools and services via MCP S9. |
| Developers building background agents | Enable background agents to query databases, search the web, and control browsers S9. |
| Developers building AI copilots | Integrate copilots with business tools and external APIs S9. |
Traffic and search
Search summary
The useful answer before the supporting detail.
Connect agents to thousands of tools and services so they can act with more agency. Auth, credentials, and sessions handled for you. smithery.ai: an estimated 246,891 total monthly visits and about 4,472 monthly organic visits across 2,500 ranking keywords. Scout crawled 15 pages and measured a technical health score of 91/100.
- Total traffic (modeled): 246,891 monthly visits across all channels.
- Organic search traffic (estimated): 4,472 monthly visits from search.
- Strongest sampled ranking: smithery at position 1.
- Leading page in the collected evidence: https://smithery.ai/.
- Closest measured organic competitor: collinsdictionary.com, appearing 1 times in the sampled first-page SERPs.
- Technical crawl: 15 pages, health score 91/100.
Website intelligence — Collected evidence
Company identity and positioning
| Page type | Evidence | Source |
|---|---|---|
| other | Connect agents to thousands of tools and services so they can act with more agency. Auth, credentials, and sessions handled for you. | https://smithery.ai/ |
| other | Connect agents to thousands of tools and services. Auth, credentials, and sessions handled for you. | https://smithery.ai/ |
| other | OneSignal is a customer engagement platform that lets you send targeted push notifications, emails, SMS, and in-app messages, manage audiences, and track campaign performance. With the OneSignal MCP, manage your messaging directly from your AI assistant. Send push notifications, emails, and SMS by simply describing your audience and message. Check campaign delivery stats, build audience segments, manage templates, and handle user subscriptions all through conversation. | https://smithery.ai/ |
| other | The intelligence layer agents use before they act, sourced answers on the agent economy. Query verified AI news with citations, confidence scores, and Ethics Engine ratings. Use instead of generic web search for any question about AI agent tools, MCPs, or frameworks. Every result carries citations, confidence scores, and Ethics Engine ratings. Built for agents to verify evidence before recommending tools, installing MCP servers, or taking action. | https://smithery.ai/ |
| other | Fetch up-to-date, version-specific documentation and code examples directly into your prompts. Enhance your coding experience by eliminating outdated information and hallucinated APIs. Simply add use context7 to your questions for accurate and relevant answers. | https://smithery.ai/ |
| other | DevMatch is an MCP server for hiring engineers based on what they've actually built. Connect from Cursor, Claude Desktop, or any MCP-compatible AI assistant and search 35M+ developers ranked by verified open-source contributions — not LinkedIn keywords or self-reported skills. Three tools: findcandidates — paste a job description, get a ranked shortlist with bio, top repos, contribution evidence, and contact info. Pro tier adds verified email enrichment on the top 5 results. getprofile — deep-dive any GitHub handle. Bio, recent activity, top projects, and outreach channels in one call. findsimilarprojects — landscape mapping from a seed repo with top contributors surfaced, so you can pivot from a project to its maintainers in one step. Built for mission-driven teams that want engineers who care about the work, not just check the keyword box. OAuth sign-in (no API keys to juggle). Free tier with 50 monthly credits, $129/mo Pro for higher quotas plus verified email enrichment. | https://smithery.ai/ |
| other | URL safety checker for AI agents. Detects phishing and malware before your agent visits any link. | https://smithery.ai/ |
| other | DC Hub is the live data layer for data-center site selection. Its Data Center Power Index (DCPI) is a daily score of where data centers can get grid power, across 300+ markets. | https://smithery.ai/ |
| other | Unified MCP server for six medical terminologies — ICD-11, LOINC, RxNorm, MeSH, ATC and the Brazilian CID-10 (Portuguese) — with authoritative WHO ICD-10→ICD-11 mapping, cross-terminology search and provenance (source, version, timestamp) on every response. Read-only retrieval, not clinical decision support. Remote (Streamable HTTP, no auth, no credentials) or local stdio. | https://smithery.ai/ |
| other | MCP server for the official IBGE (Brazilian Institute of Geography and Statistics) APIs. Read-only tools for live, sourced Brazilian data — geography, census, demographics, economy, and health — returning exact figures with provenance. Hosted endpoint, no key: https://ibge.sidneybissoli.com/mcp. Tutorial — querying SIDRA through MCP in Claude and ChatGPT (developer mode and Deep Research), Cursor and VS Code: https://sidneybissoli.com/en/blog/posts/sidra-via-mcp/ (em português: https://sidneybissoli.com/blog/posts/sidra-via-mcp/). | https://smithery.ai/ |
| other | Editorial intelligence for creators and their agents. Most tools help you write, Niche helps you decide what's worth writing. It reads primary-source signal, discovers emerging stories, ranks the strongest angle, and turns that signal into publishable, platform-native content that's grounded in real sources, in your voice. 25 tools across discovery, drafting, render, and brand. Remote (Streamable HTTP), OAuth 2.1 + PAT. | https://smithery.ai/ |
| other | AI model hub for machine learning. Discover models, explore datasets, and access model documentation and capabilities. | https://smithery.ai/ |
Domain performance
Modeled total traffic, six-month trend, engagement, countries, and domain identity.
Total website traffic
| Month | Modeled visits |
|---|---|
| 2026-04 | 445,902 |
| 2026-05 | 475,324 |
| 2026-06 | 380,832 |
| 2026-07 | 335,861 |
| 2026-08 | 306,646 |
| 2026-09 | 246,891 |
Top visitor countries
| Country | Name | Traffic share |
|---|---|---|
| US | United States | 18.1% |
| CN | China | 15.0% |
| KR | Korea, Republic of | 5.9% |
| SG | Singapore | 5.0% |
| IN | India | 3.6% |
Domain identity
| Signal | Value |
|---|---|
| Registered | Dec 10, 2024 |
| Last changed | Sep 15, 2026 |
| Expires | Dec 10, 2028 |
| WHOIS server | whois.nic.ai |
| DNSSEC | — |
| Nameservers | west.ns.cloudflare.com, ullis.ns.cloudflare.com |
Website capture

Organic keywords
Top keywords and an independent Google result page.
Top organic keywords
| Keyword | Volume | CPC | Estimated value |
|---|---|---|---|
| smithery | 8,690 | $6.14 | $12,750 |
| rs3 wiki | 31,280 | $0.00 | $1,760 |
| smithery ai | 990 | $0.76 | $1,110 |
| anti-slop | 3,650 | $0.00 | $620 |
| 스미더리 | 610 | $0.00 | $530 |
Independent Google result page
Query: smithery
| Position | Title | URL | Description |
|---|---|---|---|
| 1 | Smithery - Connect agents to services in minutes | https://smithery.ai/ | Connect agents to thousands of tools and services so they can act with more agency. Auth, credentials, and sessions handled for you. |
| 2 | Smithery: MCPs | https://smithery.ai/servers | Browse MCP servers to extend your AI agent's capabilities. Find and connect to community-built Model Context Protocol servers. |
| 3 | Introduction - Smithery Documentation | https://smithery.ai/docs | Smithery gives agents more agency by connecting them to the outside world — search the web, query databases, control browsers, reach into business tools, and ... |
| 4 | Smithery | https://github.com/smithery-ai | Official GitHub organization for smithery.ai. GitHub is where Smithery builds software. |
| 5 | Publish - Smithery Documentation | https://smithery.ai/docs/build/publish | Smithery for distribution, analytics, and configuration UI. Smithery handles client registration automatically via Client ID Metadata Documents. Smithery scans ... |
| 6 | Smithery - A Registry of 200+ MCP Servers w/ Installer | https://www.reddit.com/r/mcp/comments/1hjrmu9/smithery_a_registry_of_200_mcp_servers_w_installer/ | Smithery, https://smithery.ai/, a registry for MCP servers that makes it easy to install MCPs into your Claude Desktop or integrate them into ... |
| 7 | Smithery AI: A central hub for MCP servers | https://workos.com/blog/smithery-ai | Smithery AI is a registry and management platform for Model Context Protocol (MCP) servers. Smithery acts as an index for helping you discover, ... |
| 8 | Connect to MCPs - Smithery Documentation | https://smithery.ai/docs/use/connect | Smithery gives you a simple REST interface for connecting to MCP servers. Instead of implementing the MCP protocol directly, handling OAuth flows, and managing ... |
| 9 | Pricing | https://smithery.ai/pricing | Smithery is now a part of Arcade.dev! Read more in our announcement here · Smithery Logo. Give agents more agency ... © 2026 Smithery. All rights reserved. |
| 10 | Smithery | https://www.linkedin.com/company/smithery-ai | Website: smithery.ai. External link for Smithery ; Industry: Technology, Information and Internet ; Company size: 2-10 employees ; Type: Privately Held ... |
Important pages
Pages earning the most estimated search traffic in the sample.
| URL | Ranking keywords | Estimated traffic | Best position |
|---|---|---|---|
| https://smithery.ai/ | 2 | 605 | 1 |
| https://smithery.ai/skills/pytorch/skill-writer | 1 | 77.8 | 2 |
| https://smithery.ai/servers/googlesuper | 1 | 51.8 | 2 |
| https://smithery.ai/docs | 1 | 51.7 | 1 |
| https://smithery.ai/docs/concepts/cli | 2 | 24.3 | 1 |
| https://smithery.ai/skills?ns=ssiumha | 2 | 18.2 | 1 |
| https://smithery.ai/servers/bungerr/cno-mcp | 1 | 13.6 | 3 |
| https://smithery.ai/servers/taylorwilsdon/google_workspace_mcp | 1 | 12.2 | 1 |
| https://smithery.ai/servers/higgsfield | 1 | 12.2 | 1 |
| https://smithery.ai/skills/aikdeirel/news-summary | 1 | 11.3 | 2 |
Website intelligence — Collected evidence
Prioritized website intelligence pages
| Type | Page | Words | Change | URL |
|---|---|---|---|---|
| other | Smithery - Connect agents to services in minutes | 1,630 | new | https://smithery.ai/ |
| pricing | Pricing \ | playwright | 112 | new |
| integrations | Introduction - Smithery Documentation | 431 | new | https://smithery.ai/docs |
| integrations | Overview - Smithery Documentation | 235 | new | https://smithery.ai/docs/build |
| integrations | Untitled page | 1,511 | new | https://smithery.ai/docs/llms.txt |
| integrations | Introduction - Smithery Documentation | 412 | new | https://smithery.ai/docs |
| integrations | Publish - Smithery Documentation | 877 | new | https://smithery.ai/docs/build/publish |
| integrations | Triggers - Smithery Documentation | 1,337 | new | https://smithery.ai/docs/build/triggers |
| integrations | Smithery CLI - Smithery Documentation | 610 | new | https://smithery.ai/docs/concepts/cli |
| integrations | Namespaces - Smithery Documentation | 314 | new | https://smithery.ai/docs/concepts/namespaces |
| integrations | What is MCP? - Smithery Documentation | 490 | new | https://smithery.ai/docs/concepts/what_is_mcp |
| integrations | Build an OAuth-compatible client - Smithery Documentation | 2,663 | new | https://smithery.ai/docs/cookbooks/typescript_oauth_client |
| integrations | Vercel AI SDK Integration - Smithery Documentation | 367 | new | https://smithery.ai/docs/integrations/vercel_ai_sdk |
| integrations | Connect to MCPs - Smithery Documentation | 2,349 | new | https://smithery.ai/docs/use/connect |
Features
No supporting public-page evidence was collected for this category.
Pricing and plans
| Page type | Evidence | Source |
|---|---|---|
| pricing | MCPsSkillsDocsPricingPublish | https://smithery.ai/pricing |
| pricing | [RPCs](#rpc)/month\*100K | https://smithery.ai/pricing |
| pricing | \* RPCs consume your $10 credits, then $0.10 / 1K | https://smithery.ai/pricing |
| pricing | Is publishing an MCP server free? | https://smithery.ai/pricing |
Integrations and supported platforms
| Page type | Evidence | Source |
|---|---|---|
| integrations | > ## Documentation Index | https://smithery.ai/docs |
| integrations | > Fetch the complete documentation index at: /docs/llms.txt | https://smithery.ai/docs |
| integrations | > Use this file to discover all available pages before exploring further. | https://smithery.ai/docs |
| integrations | [Skip to main content](#content-area) | https://smithery.ai/docs |
| integrations | 🎉 Smithery is now a part of Arcade.dev! Read more in our announcement here | https://smithery.ai/docs |
| integrations | Smithery Documentation home page 0 1 | https://smithery.ai/docs |
| integrations | Introduction | https://smithery.ai/docs |
| integrations | Copy pageCopy page | https://smithery.ai/docs |
| integrations | Smithery gives agents more agency by connecting them to the outside world — search the web, query databases, control browsers, reach into business tools, and much more. | https://smithery.ai/docs |
| integrations | ](#what-can-i-do-with-smithery) | https://smithery.ai/docs |
| integrations | What can I do with Smithery? | https://smithery.ai/docs |
| integrations | Smithery connects your AI agent to a growing catalog of tools and integrations — and lets you publish your own for others to use. A few popular ones: | https://smithery.ai/docs |
| integrations | Exa - Search the live web, access LinkedIn profiles, do deep research, and more | https://smithery.ai/docs |
| integrations | Context7 - Reference the latest docs for most major SDKs and frameworks directly in Cursor or Claude Code | https://smithery.ai/docs |
| integrations | Browserbase - Control a remote web browser using Stagehand | https://smithery.ai/docs |
| integrations | How does Smithery work? | https://smithery.ai/docs |
| integrations | Under the hood, Smithery speaks the Model Context Protocol (MCP). Learn more in our concepts section. | https://smithery.ai/docs |
| integrations | ](#why-smithery) | https://smithery.ai/docs |
| integrations | Why Smithery? | https://smithery.ai/docs |
| integrations | Whether you’re building chatbots, background agents, or AI copilots, Smithery handles the messy parts of plugging agents into external services: | https://smithery.ai/docs |
Product and company updates
No supporting public-page evidence was collected for this category.
Rank tracking
Persistent keyword baselines and position movement.
This analysis created the first position baseline at 2026-10-19T03:56:43.126Z. Movement appears after the next fresh analysis using the same location and language.
Features
Features and capabilities
Core functions and evidence-backed product capabilities.
| Capability | What it does |
|---|---|
| Managed OAuth | Handles OAuth flows automatically, eliminating the need for redirect URIs, client IDs, or secrets S9. |
| Secure credential storage | Stores API keys and tokens in encrypted, write-only storage S9. |
| MCP server publishing | Allows users to publish their own MCP servers for others to use S9. |
| Integration catalog | Provides access to a growing catalog of tools and integrations S9. |
| Stateless connections | Manages connection lifecycle automatically, making the integration stateless for the user S9. |
Integrations and ecosystem
Connected products, exports, APIs, and workflow compatibility.
| Integration or interface | Type | What it enables |
|---|---|---|
| Context7 | Integration | Provides up-to-date documentation for major SDKs and frameworks directly in Cursor or AI modelCode S9. |
| DevMatch | Integration | MCP server for hiring engineers based on verified open-source contributions S19. |
| Keenable | Integration | Free remote MCP server giving agents access to a web index with ranked results and clean markdown S19. |
| IBGE MCP server | Integration | Read-only tools for live, sourced Brazilian data from official APIs S19. |
| ReportFlow MCP server | Integration | Generates PDF reports from templates via natural language requests S19. |
Pricing
Pricing and plans
Published plans, free access, trials, credits, and pricing limitations.
Competition
Competitive landscape
Domains competing for the same organic search demand.
Sampled competitors
| Competitor | First-page appearances | Sampled queries | Average position | Queries observed |
|---|---|---|---|---|
| collinsdictionary.com | 1 | 1 | 2 | smithery |
| github.com | 1 | 1 | 2 | smithery ai |
| smithery.com | 1 | 1 | 3 | smithery |
| workos.com | 1 | 1 | 3 | smithery ai |
| medium.com | 1 | 1 | 4 | smithery ai |
| explainx.ai | 1 | 1 | 5 | smithery ai |
| youtube.com | 1 | 1 | 6 | smithery ai |
| instagram.com | 1 | 1 | 7 | smithery |
| oed.com | 1 | 1 | 9 | smithery |
Website intelligence — Collected evidence
Customers, testimonials, and first-party review claims
No supporting public-page evidence was collected for this category.
Independent review sources discovered
No links to supported independent review platforms were discovered on the collected pages.
Backlink profile
Authority and referring-domain signals.
Backlink comparison profile
- Domain rating: 79/100
- Backlinks: 833,436
- Referring domains: 4,329
- Dofollow backlinks: 84.0%
- Dofollow referring domains: 74.0%
| Source DR | Source title | Anchor | Source URL | Target URL |
|---|---|---|---|---|
| 40 | BPM Finder \ | Free Tempo Analyzer, Beats Tunebat in 74% Tests | 14Agent Hub | https://bpm-finder.net/ |
| 11 | Bruto netto berekenen \ | Nettomaandinkomen | Ook voor AI-assistenten (Smithery) | https://www.nettomaandinkomen.nl/ |
| 97 | GitHub - modelcontextprotocol/servers: Model Context Protocol Servers · GitHub | Smithery | https://github.com/modelcontextprotocol/servers | https://smithery.ai/ |
| 86 | APIs \ | Open Library | https://smithery.ai/server/@8enSmith/mcp-open-library | https://openlibrary.org/developers/api |
| 15 | Jacob's Majorstuen — Lokal matprodusent i Oslo (oppdatert oktober 2026) | MCP Server | https://rettfrabonden.com/produsent/jacob-s-majorstuen | https://smithery.ai/servers/slookisen/lokal-norsk-matfinner |
| 35 | Qu Review \ | Ask your AI. Then ask the panel. | Qu Review listing on Smithery | https://qureview.ai/ |
| 43 | Laso Finance \ | Home | Smithery | https://laso.finance/ |
| 3 | ZGTS Derma Roller India — 192 & 540 Titanium Needles | Smithery | https://zgts.in/ | https://smithery.ai/servers/ravi8585/zgts-derma-roller |
| 72 | mcp-youtube-transcript - API統合をサポートし、YouTube動画の字幕を簡単に取得できるMCPツール | smithery badge | https://mcp.aibase.com/ja/server/1916334414031122434 | https://smithery.ai/server/@jkawamoto/mcp-youtube-transcript |
| 76 | MCP Clients - Context7 MCP | Context7 server page on Smithery | https://context7.com/docs/resources/all-clients | https://smithery.ai/servers/@upstash/context7-mcp |
Collection decision
The Scout search index remains intentionally excluded from automatic Scout analysis. This Scout traffic model profile costs 5 credits (0.5 cents) and is included in the first comparison run so its usefulness can be judged before the recurring collection is finalized.
AI visibility
Measured ChatGPT and Google AI mentions with cited sources.
AI-assistant referral traffic
- Estimated current generative-AI referral share: 2.2%
| Month | Traffic share | Source |
|---|---|---|
| — | — | All AI assistants |
| — | — | All AI assistants |
| — | — | All AI assistants |
Website intelligence — Collected evidence
Site-stated AI capabilities
| Page type | Evidence | Source |
|---|---|---|
| other | OneSignal is a customer engagement platform that lets you send targeted push notifications, emails, SMS, and in-app messages, manage audiences, and track campaign performance. With the OneSignal MCP, manage your messaging directly from your AI assistant. Send push notifications, emails, and SMS by simply describing your audience and message. Check campaign delivery stats, build audience segments, manage templates, and handle user subscriptions all through conversation. | https://smithery.ai/ |
| other | The intelligence layer agents use before they act, sourced answers on the agent economy. Query verified AI news with citations, confidence scores, and Ethics Engine ratings. Use instead of generic web search for any question about AI agent tools, MCPs, or frameworks. Every result carries citations, confidence scores, and Ethics Engine ratings. Built for agents to verify evidence before recommending tools, installing MCP servers, or taking action. | https://smithery.ai/ |
| other | DevMatch is an MCP server for hiring engineers based on what they've actually built. Connect from Cursor, Claude Desktop, or any MCP-compatible AI assistant and search 35M+ developers ranked by verified open-source contributions — not LinkedIn keywords or self-reported skills. Three tools: findcandidates — paste a job description, get a ranked shortlist with bio, top repos, contribution evidence, and contact info. Pro tier adds verified email enrichment on the top 5 results. getprofile — deep-dive any GitHub handle. Bio, recent activity, top projects, and outreach channels in one call. findsimilarprojects — landscape mapping from a seed repo with top contributors surfaced, so you can pivot from a project to its maintainers in one step. Built for mission-driven teams that want engineers who care about the work, not just check the keyword box. OAuth sign-in (no API keys to juggle). Free tier with 50 monthly credits, $129/mo Pro for higher quotas plus verified email enrichment. | https://smithery.ai/ |
| other | URL safety checker for AI agents. Detects phishing and malware before your agent visits any link. | https://smithery.ai/ |
| other | AI model hub for machine learning. Discover models, explore datasets, and access model documentation and capabilities. | https://smithery.ai/ |
| other | Search the web with fast, accurate results optimized for AI. Get clean, structured answers with source URLs and relevance scoring. | https://smithery.ai/ |
| integrations | Smithery Documentation home page 0 1 | https://smithery.ai/docs |
| integrations | Smithery connects your AI agent to a growing catalog of tools and integrations — and lets you publish your own for others to use. A few popular ones: | https://smithery.ai/docs |
| integrations | Exa - Search the live web, access LinkedIn profiles, do deep research, and more | https://smithery.ai/docs |
| integrations | Context7 - Reference the latest docs for most major SDKs and frameworks directly in Cursor or Claude Code | https://smithery.ai/docs |
| integrations | Browserbase - Control a remote web browser using Stagehand | https://smithery.ai/docs |
| integrations | Whether you’re building chatbots, background agents, or AI copilots, Smithery handles the messy parts of plugging agents into external services: | https://smithery.ai/docs |
| integrations | ](#llm-friendly-docs) | https://smithery.ai/docs |
| integrations | Smithery Documentation home page 0 1 | https://smithery.ai/docs/build |
| integrations | \Introduction\: Smithery gives agents more agency by connecting them to the outside world — search the web, query databases, control browsers, reach into business tools, and much more. | https://smithery.ai/docs/llms.txt |
| integrations | \Connect to MCPs\: Manage MCP connections with a simple REST API - OAuth, tokens, and sessions handled for you. | https://smithery.ai/docs/llms.txt |
| integrations | \Uplink\: Expose a local MCP server as a Smithery connection without deploying it. | https://smithery.ai/docs/llms.txt |
| integrations | \Token Scoping\: Control which connections and operations a token can access — by user, workspace, or any custom dimension. | https://smithery.ai/docs/llms.txt |
| integrations | \Deep Linking\: Deep links provide a seamless way to integrate Smithery MCPs into supported clients. | https://smithery.ai/docs/llms.txt |
| integrations | \Listing Your Client\: Get your MCP client listed on Smithery for easy discovery and installation by end users | https://smithery.ai/docs/llms.txt |
These are first-party product claims, not independent measurements of AI-search visibility.
Marketing opportunities
Actions calculated directly from the collected evidence.
| Opportunity | Recommended action | Evidence |
|---|---|---|
| Competitor gap | Review the sampled queries where collinsdictionary.com appears. | 1 first-page appearances across smithery |
Website intelligence — Collected evidence
Website evidence gaps
- features: no usable public page was collected; verify whether the site publishes this evidence.
- customers: no usable public page was collected; verify whether the site publishes this evidence.
- reviews: no usable public page was collected; verify whether the site publishes this evidence.
- changes: no usable public page was collected; verify whether the site publishes this evidence.
- identity: no usable public page was collected; verify whether the site publishes this evidence.
- technical: no usable public page was collected; verify whether the site publishes this evidence.
Trust and proof
Customers, proof, and reviews
Published proof, customer signals, and review evidence.
Independent reviews
| Platform | Page | How it was found | Note |
|---|---|---|---|
| RightAIChoice | Smithery Pricing & Features (2026) / RightAIChoice | Grounded web search | 34 mentions across 3 sources (Hacker News, Product Hunt, Lemmy) · researched Aug 18, 2026. ... 58% positive 42% critical ... - − Path traversal vulnerability exposed 3k servers (Oct 2025) - − 22% of servers flagged vulnerable in community scan - − Paid tiers hidden behind signup — no upfront pricing - − Acquisition by Arcade.dev raises long-term uncertainty - − Server |
| Magpie AI | Smithery: review, pricing & alternatives / Magpie AI | Grounded web search | Overall score 3.6/ 5 SME fit 2/5 usage-metered pricing + free tier · technical setup JTBD 4/5 solid named JTBD Integration 5/5 MCP + API + 7 integrations Trust 2/5 growing, founded 2024 Quality 5/5 4.7 on Product Hunt (120 reviews) |
| Revuo AI | Smithery Review (2026): Pricing, Pros & Cons | Grounded web search | Smithery positions itself as the 'app store' for AI agent tools in the emerging Model Context Protocol (MCP) ecosystem, a standard for AI models to interact with external resources securely. Its primary value is simplifying tool integrations for agent builders, handling auth, sessions, ... - - Limited formal reviews; feedback mostly from Reddit r/mcp, lacking depth/volume. - - Early security concerns like path traversal bug and initial closed-source CLI. - - Unclear user pricing (focus on vendor |
Customer proof
No named customers, testimonials, or customer case studies were found.
Independent mentions
- Smithery: MCP Directory / Hacker News — Smithery: MCP Directory / Hacker News Smithery: MCP Directory (smithery.ai) 3 points by handfuloflight 10 months ago / hide / past / favorite / 2 comments gsibble 10 months ago / next – So, like the 50th directory so far?
- We scanned 100 Smithery MCP servers, 22 flagged, here's what we found / Hacker News — 100 servers scanned.22 had at least one finding. 28 findings total. 4 CRITICAL, 24 HIGH. That's 1 in 5 servers flagging something. Some genuine, some probably FPs and I'll be specific. ... Most common: tool description injection (AVE-2026-00002). 6 servers. A tool's description field containing behavioral instructions targeting the agent instead of describing the tool. ... Content type mismatch flagged 6 servers (AVE-2026-00024). Magika flagged .md files that were actually YAML at 82-90% confide
- Smithery.ai MCP Server Registry — URL: https://forum.cursor.com/t/smithery-ai-mcp-server-registry/50299 Category: Discussions Created: February 12, 2025, 12:05pm UTC Posts on this page: 4 Page: 1 ... Author: @AbleArcher Post date: February 13, 2025, 1:26am UTC Smithery has a lot of potential and it’s great they’ve added Cursor instructions, but I’ve found it pretty hit or miss so I normal install manually (at least with AI model.) It’s definitely worth trying when args/env are needed, otherwise it’s just adding an unnecessary laye
External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.
Company, security, and trust
Ownership, policies, security signals, and public trust evidence.
| Signal | Finding | Source |
|---|---|---|
| Company and ownership | Anti-patterns and mistakes to avoid as a product manager. Use when evaluating leadership behaviors, improving team dynamics, reflecting on management practices, or onboarding new product managers. | source |
| Contact and support | Not published on the collected pages. | — |
| Legal and privacy | European AI orchestration platform — connects CRM, ERP, documents with LLMs. GDPR-compliant, EU-hosted, MCP-native. 4 tools: searchdocuments, querydatabase, createrecord, sendnotification. | source |
| Security and compliance | Secure credential storage — Encrypted, write-only storage for API keys and tokens | source |
| Uptime and status page | Not published on the collected pages. | — |
| Domain registered | 2024-12-10 | — |
| Domain expires | 2028-12-10 | — |
Not found on the collected pages: contact and support, uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.
Documentation and product updates
Help resources, product guidance, and visible changes over time.
| Resource or update | Type | What is available | Date or freshness |
|---|---|---|---|
| Introduction - Smithery Documentation | Documentation | Smithery gives agents more agency by connecting them to the outside world — search the web, query databases, control browsers, reach into business tools, and much more. (source) | Not dated |
Not found in the collected public sources: public roadmap, changelog or release notes, status page, separate help center or knowledge base.
Technical
Technical and delivery signals
Delivery model, platforms, API, data ownership, reliability claims and release activity.
| Signal | Finding | Source |
|---|---|---|
| Delivery model (cloud, self-hosted, desktop, browser extension) | Cloud-based web platform S1. | S1 |
| Platforms and apps | Web platform S1. | S1 |
| API and extensibility (API, SDK, webhooks, MCP, plugins) | Speaks the Model Context Protocol (MCP) S9. | S9 |
| Data ownership and export | Not published on the collected pages. | — |
| Performance and reliability claims | Not published on the collected pages. | — |
| Release activity | Not published on the collected pages. | — |
Measured infrastructure
Domain, certificate, and hosting signals, measured directly.
| Signal | Finding |
|---|---|
| Domain registered | 2024-12-10 — Cloudflare, Inc |
| Domain expires | 2028-12-10 |
| First archived | 2024-12-12 — web archive |
| TLS certificate | Let's Encrypt, valid, expires 2026-11-27 |
| Security headers | HSTS |
| Headers not served | CSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy |
| Server header | Vercel |
| Mail handled by | smtp.google.com |
| Nameservers | west.ns.cloudflare.com, ullis.ns.cloudflare.com |
Not measurable: rdap: exceeded the overall budget; wayback: exceeded the overall budget; tls: exceeded the overall budget; dns: exceeded the overall budget; headers: exceeded the overall budget. A gap here means the lookup was unavailable, not that the finding is negative.
Technical site audit
A bounded multi-page crawl with page-level issues and URLs.
Scout — Bounded technical crawl
- Pages crawled: 15 of 15 maximum
- Technical health: 91/100
- Critical issues: 0
- Warnings: 21
- Notices: 18
Issues
Crawled pages
| Status | Title | H1s | Words | Response | URL |
|---|---|---|---|---|---|
| 200 | Smithery - Connect agents to services in minutes | 1 | 3602 | 214 ms | https://smithery.ai/ |
| 200 | MCPs \ | Smithery | 0 | 1082 | 1,976 ms |
| 200 | Skills \ | Smithery | 0 | 1277 | 1,749 ms |
| 200 | Introduction - Smithery Documentation | 1 | 510 | 409 ms | https://smithery.ai/docs |
| 200 | Pricing \ | Smithery | 0 | 40 | 185 ms |
| 200 | Sign in | 1 | 21 | 190 ms | https://authk.smithery.ai/?client_id=client_01KD3FTW7R2QD0NW6QB7QP6Q0B&redirect_uri=https%3A%2F%2Fsmithery.ai%2Fauth%2Fworkos%2Fcallback&state=eyJyZXR1cm5QYXRobmFtZSI6Ii8ifQ%3D%3D&authorization_session_id=01M594TQ6ENSQC2KE3FYJ1NAVH |
| 200 | OneSignal - MCP \ | Smithery | 1 | 99 | 243 ms |
| 200 | Agent News - MCP \ | Smithery | 1 | 103 | 190 ms |
| 200 | Exa Search - MCP \ | Smithery | 1 | 83 | 247 ms |
| 200 | Context7 - MCP \ | Smithery | 1 | 98 | 205 ms |
| 200 | DevMatch - MCP \ | Smithery | 1 | 88 | 1,697 ms |
| 200 | URL Safety Validator MCP - MCP \ | Smithery | 1 | 93 | 968 ms |
| 200 | DC Hub Intelligence - MCP \ | Smithery | 1 | 108 | 252 ms |
| 200 | Keenable Web Search - MCP \ | Smithery | 1 | 93 | 812 ms |
| 200 | Medical Terminologies MCP - MCP \ | Smithery | 1 | 105 | 256 ms |
This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.
Search Console and Analytics
First-party search and behavioral data connection state.
Modeled acquisition channels
| Channel | Estimated share |
|---|---|
| direct | 46.8% |
| search | 38.7% |
| search organic | 38.6% |
| search paid | 0.1% |
| social | 3.4% |
| social organic | 3.4% |
| social paid | 0.0% |
| referrals | 8.2% |
| paid referrals | 0.4% |
| 0.3% | |
| gen ai | 2.2% |
| affiliate | 0.0% |
| other | 0.0% |
First-party connections
| Integration | Status | Data available after connection |
|---|---|---|
| Google Search Console | Not connected | Clicks, impressions, CTR, average position, queries, pages, countries, and devices |
| Google Analytics | Not connected | Organic sessions, engagement, landing pages, conversions, geography, and devices |
No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.
Limits and method
Limitations and open questions
Known constraints and missing evidence from the collected pages.
The collected pages do not mention any competitors by name. Evidence gaps include lack of customer testimonials, detailed security certifications, uptime statistics, and release history. Pricing details for the Custom plan are not specified beyond 'Contact us' S56.
Sources, method, and limitations
Evidence inventory, collection method, provider use, and constraints.
This report is based on 15 collected pages from smithery.ai, including the homepage, about page, pricing page, documentation, and several skill pages. The evidence catalog includes static and rendered page captures. External proof search was enabled but no verification requests were made. Limitations include potential incompleteness of the skill pages and lack of third-party reviews.
- Official Websitehttps://smithery.ai/Verified
- Official Websitehttps://smithery.ai/aboutVerified
- Documentationhttps://smithery.ai/docsVerified
- Pricing Pagehttps://smithery.ai/pricingVerified
- Pricing Pagehttps://smithery.ai/skills/adityasanka/create-planVerified
- Pricing Pagehttps://smithery.ai/skills/kexin94yyds/planVerified
- Pricing Pagehttps://smithery.ai/skills/libpdf-js/create-planVerified
- Official Websitehttps://smithery.ai/skills/aiskillstore/firebase-development-add-featureVerified
- Official Websitehttps://smithery.ai/skills/coreyhaines31/product-marketing-contextVerified
- Official Websitehttps://smithery.ai/skills/flpbalada/what-not-to-do-as-product-managerVerified
- Official Websitehttps://smithery.ai/skills/maksimzayats/feature-developerVerified
- Official Websitehttps://smithery.ai/skills/wubin1836/ai-hive-product-switch-a1-artVerified
- Official Websitehttps://smithery.ai/skills/wubin1836/ai-hive-product-switch-ai-7b634b00Verified
- Official Websitehttps://smithery.ai/skills/wubin1836/ai-hive-product-switch-chat-ask-aiVerified
- Official Websitehttps://smithery.ai/skills/wubin1836/ai-hive-product-switch-cn-6705cd0eVerified
- Articlehttps://news.ycombinator.com/item?id=43733405Verified
- Review Sitehttps://rightaichoice.com/tools/smitheryVerified
- Articlehttps://news.ycombinator.com/item?id=47969781Verified
- Review Sitehttps://magpieai.store/tools/smitheryVerified
- Review Sitehttps://www.revuo.ai/category/b2b-saas-directories/smitheryVerified
- Articlehttps://forum.cursor.com/t/smithery-ai-mcp-server-registry/50299Verified
