Best MCP servers for list of.
ahel's catalog lists 10,611 MCP servers it can recommend. This list ranks 25 of them by GitHub stars. The top three are browser-use, labelhead-artist-momentum and MCP Memory Server (official). They come from 21 different publishers. All 25 have GitHub stars on record, and browser-use has the most, 116,859. 9 of the 25 show weekly downloads, and chrome-devtools-mcp leads with 1,731,154 a week. 4 are published by the vendor itself and 21 by the community. 11 of the 25 work through ahel today, so one connection brings them to Claude, ChatGPT and Ahel Desktop. All 25 had a commit in the last 90 days. Most sit in Web & browsing and Dev tools. Each row links to the item's own page, with its install steps and safety review.
25 results
| # | Name | Stars | Downloads a week | Publisher | Use in |
|---|---|---|---|---|---|
| 1 | browser-useLets your agent control a real Chrome browser to fill forms, extract data, and book flights. | 117k | none | Communitybrowser-use | Not served yet |
| 2 | labelhead-artist-momentumLets your agent fetch momentum scores showing which hip-hop artists are trending across four cultural dimensions. | 95k | none | Communitypaperclipai | ClaudeChatGPTAhel Desktop |
| 3 | MCP Memory Server (official)Lets your agent remember facts between conversations by storing them in a knowledge graph it can search and update. | 91k | none | Communitymodelcontextprotocol | Not served yet |
| 4 | World MonitorLets your agent check live global events, markets, conflicts, energy, and country risk data. | 88k | none | Officialkoala73 | ClaudeChatGPTAhel Desktop |
| 5 | ScraplingLets your agent fetch web pages and extract data using Scrapling MCP, even from sites with bot protection. | 85k | none | Communityd4vinci | Not served yet |
| 6 | NetdataConnects your agent to Netdata MCP so it can view live server metrics, logs, alerts, and anomalies. | 81k | none | Communitynetdata | ClaudeChatGPTAhel Desktop |
| 7 | front-end-checklistLets your agent review website code and live pages against hundreds of web development best-practice checks. | 74k | none | Communitythedaviddias | ClaudeChatGPTAhel Desktop |
| 8 | claude-flowLets your agent run flow mcp workflows that coordinate multiple AI agents on development tasks together. | 74k | 91k | Communityruvnet | Not served yet |
| 9 | context7Lets your agent pull up-to-date code documentation with Context7 MCP while it writes code. | 63k | 484k | Communityupstash | ClaudeChatGPTAhel Desktop |
| 10 | chrome-devtools-mcpLets your agent control Chrome DevTools to inspect and debug web pages. | 53k | 1.7M | Communitychromedevtools | Not served yet |
| 11 | tldrawLets your agent draw shapes and collaborate visually with you on the tldraw mcp canvas. | 51k | none | Communitytldraw | ClaudeChatGPTAhel Desktop |
| 12 | MetabaseLets your agent search, query, and visualize your company's analytics via metabase mcp. | 49k | none | Communitymetabase | Not served yet |
| 13 | codebase-memory-mcpLets your agent build a searchable knowledge graph of a codebase so it answers questions fast using fewer tokens. | 46k | 9k | Communitydeusdata | Not served yet |
| 14 | ccxt-mcpLets your agent fetch market data and trade across 100+ exchanges using the ccxt mcp server. | 44k | 233 | Communityccxt | Not served yet |
| 15 | mcp-serverLets your agent manage files, websites, and workers in your Puter account. | 44k | none | Officialheyputer | ClaudeChatGPTAhel Desktop |
| 16 | reactive-resumeLets your agent build and edit resumes with the Reactive Resume MCP tools for job applications. | 44k | none | Communityreactive-resume | ClaudeChatGPTAhel Desktop |
| 17 | PostHog MCP ServerLets your agent analyze products via PostHog MCP by querying analytics, managing feature flags, and running experiments. | 40k | none | Officialposthog | ClaudeChatGPTAhel Desktop |
| 18 | mcp-server-browserLets your agent use a browser to visit sites, read pages, and interact with them. | 39k | 2k | Communitybytedance | Not served yet |
| 19 | mcp-server-commandsLets your agent run terminal commands on your computer. | 39k | 276 | Communitybytedance | Not served yet |
| 20 | mcp-server-filesystemGives your agent access to local files through a filesystem MCP server. | 39k | 382 | Communitybytedance | Not served yet |
| 21 | mcp-server-searchLets your agent search the web and bring back results. | 39k | 96 | Communitybytedance | Not served yet |
| 22 | playwright-mcpLets your agent drive a real browser with Playwright MCP to open pages, click and fill forms. | 38k | none | Communitymicrosoft | ClaudeChatGPTAhel Desktop |
| 23 | github-mcp-serverLets your agent manage GitHub repos, issues, and pull requests through the GitHub MCP server. | 33k | none | Officialgithub | ClaudeChatGPTAhel Desktop |
| 24 | aihawkLets your agent browse real websites, clicking, typing, and reading pages from plain-English instructions. | 32k | none | Communityfeder-cr | Not served yet |
| 25 | invisible-playwright-mcpLets your agent browse real web pages, clicking links, typing text, and reading content from plain-English instructions. | 32k | none | Communityfeder-cr | Not served yet |