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all MCP servers for AI agents in one table: how many installs they get per week and what they give an agent. Data with dates and sources, numbers updated daily. Methodology
downloads over 7 days through Oct 4, 2026
Leader — Playwright MCP · 8.99M
Updated daily · how we count
Vibecoding news
Explainer · what MCP is
What MCP is and why an AI agent needs it: how to give an agent a browser, a database and Figma designs
Read the explainer
| # | Server | installs/wk | Trend | What it gives the agent | Account | Stars | Section |
|---|---|---|---|---|---|---|---|
| 1 | 8.99M | +18% | browseropens sites, clicks, fills in forms | not needed | 37,856 | browser | |
| 2 | 1.73M | −45% | browser with debuggingsees the console, network and page speed | not needed | 53,018 | browser | |
| 3 | 523K | −16% | filesreads and writes files in a chosen folder | not needed | — | files | |
| 4 | 486K | +7% | documentationfresh library docs instead of made-up answers | not needed | 62,730 | code | |
| 5 | 349K | +151% | terminalcommands and files across the whole computer | not needed | 9,932 | files | |
| 6 | 195K | −10% | notesreads and edits Notion pages | Notion | 4,662 | services | |
| 7 | 192K | 0% | entire sitesturns a site into text for the agent | Firecrawl | 7,559 | web | |
| 8 | 174K | +3% | Azure cloudmanages resources in Azure | Azure | — | services | |
| 9 | 162K | −1% | memoryremembers facts between sessions | not needed | — | files | |
| 10 | 161K | −6% | tasks and wikiJira issues and Confluence pages | Atlassian | 5,970 | services | |
| 11 | 150K | +23% | page readingdownloads a page and returns its text | not needed | — | web | |
| 12 | 135K | −1% | timeknows the current time and time zones | not needed | — | code | |
| 13 | 135K | −1% | databasequeries to a MongoDB database | your own database | 1,140 | data | |
| 14 | 135K | −13% | errorssees errors on the live site | Sentry | 914 | code | |
| 15 | 134K | +6% | reasoningbreaks a task into steps | not needed | — | code | |
| 16 | 130K | +4% | databasereads a Postgres database and suggests indexes | your own database | 3,375 | data | |
| 17 | 129K | −11% | Next.jssees errors and pages of a Next.js site | not needed | 823 | code | |
| 18 | 93K | +11% | designreads Figma designs | Figma | 15,958 | design | |
| 19 | 92K | −8% | database and authmanages a Supabase database and project | Supabase | 2,933 | data | |
| 20 | 73K | +89% | AWS documentationsearches AWS documentation | not needed | — | code | |
| 21 | 55K | −6% | 3Dbuilds 3D scenes in Blender | not needed | 30,055 | design | |
| 22 | 51K | +13% | gitreads repository history and changes | not needed | — | code | |
| 23 | 48K | −25% | databasequeries to a ClickHouse database | your own database | 880 | data | |
| 24 | 45K | +92% | Excelreads and edits Excel spreadsheets | not needed | 4,212 | files | |
| 25 | 44K | −13% | ShopifyShopify docs and API for your store | not needed | — | code | |
| 26 | 33K | +34% | web scrapingthousands of ready-made Apify scrapers | Apify | 9,808 | web | |
| 27 | 31K | +38% | searchsearches the web via Brave | Brave | 1,486 | web | |
| 28 | 27K | −18% | code navigationsearches and edits code like an IDE | not needed | 30,043 | code | |
| 29 | 26K | +47% | planbreaks a project into tasks | model key | 28,167 | code | |
| 30 | 24K | −11% | searchsearch built for agents | Tavily | 2,419 | web | |
| 31 | 22K | +49% | paymentscreates products and invoices in Stripe | Stripe | — | services | |
| 32 | 19K | −43% | search with answerssearches and answers with links | Perplexity | 2,553 | web | |
| 33 | 19K | +20% | documentsturns PDF, Word and Excel into text | not needed | — | files | |
| 34 | 19K | +31% | searchsearches the web without a key | not needed | 1,523 | web | |
| 35 | 16K | 0% | interfacebuilds UI components | 21st.dev | 5,974 | design | |
| 36 | 15K | −3% | searchsearches by meaning, not by words | Exa | 5,087 | web | |
| 37 | 12K | −8% | your browsercontrols your Chrome with all your logins | not needed | 7,160 | browser |
downloads over 7 days through Oct 4, 2026
Leader — Playwright MCP · 8.99M
Updated daily · how we count
Vibecoding news
Explainer · what MCP is
What MCP is and why an AI agent needs it: how to give an agent a browser, a database and Figma designs
Read the explainer
An MCP server is an app for an AI agent: connect it, and the agent can do more. It opens websites, reads a database, sees Figma mockups. The table lists the most installed servers.
Numbers: what to trust
More on the topic