Hayz Labs · https://hayzlabs.com/reviews/top/agent-tools/
reviews · top 20 list · checked 22 Oct
Top tools that give AI agents hands
Add-ons that let a coding agent or AI assistant do things: use a browser, run code safely, work in GitHub and your apps.
Nothing on this list is scored yet: no outside source we can turn into a number covers them. The order below follows the public measure named on each row.
Scored ones first (none yet). Unscored ones follow, by monthly downloads (npm or PyPI, named on each row), then Docker pulls, then stars. Open the Table to see the number that placed each one and how it was scored.
- 1Playwright MCPMicrosoft
Lets an agent drive a real browser; extension mode hands it your logged-in tabs, so use a spare profile
Best for Giving a coding agent such as Claude Code or Cursor a real browser to work inYou give up Uses many tokens on large pages; not scored yet, outside comparisons are over 90 days old
Not scored yetFree - 2skills (Vercel skills CLI)Vercel Labs
Installs skill packs into about 80 coding agents; read a skill before adding it; telemetry on by default
Best for Adding ready-made skill packs to the coding agent you already useYou give up Sends usage data by default; you need to read each skill before adding it; not scored yet
Not scored yetFree - 3DaytonaDaytona Platforms
Cloud sandboxes for running agent code off your machine; its open-source repo was archived on 2026-10-03
Best for Running agent code in cloud sandboxes, away from your own machineYou give up Open-source repo archived in October 2026; hourly charges once $200 free compute is used
Not scored yetFree - 4E2BE2B
Cloud sandboxes where an agent's code runs away from your computer; open source, so you can self-host
Best for Teams that want hosted sandboxes for agent code, with the option to self-host laterYou give up The free plan is a one-time $100 credit; Pro costs $150 a month plus usage
Not scored yetFree - 5Browser UseBrowser Use
Python library that lets an AI model drive a real web browser to finish tasks on websites.
Best for Python developers who want a model to finish tasks on websites for themYou give up You also pay for the model; outside tests found cover 2025 builds, not the current v0.13
Not scored yetFree - 6Chrome DevTools MCPGoogle
Lets an agent debug pages in Chrome; it sees all data in that browser and sends usage stats unless you opt out
Best for Coding agents that need to see console errors, network calls and speed tracesYou give up Sees everything in that browser, so keep it away from logged-in sessions; not scored yet
Not scored yetFree - 7agent-browserVercel Labs
Browser CLI for coding agents that can run shell commands; new in 2026 from Vercel Labs
Best for Coding agents that run shell commands and need a browser that uses fewer tokensYou give up Its token savings are the maker's own estimate; not scored yet: outside tests are too old
Not scored yetFree - 8StagehandBrowserbase
SDK that mixes plain browser code with AI steps; runs locally or on Browserbase's paid cloud
Best for Developers mixing fixed browser steps with plain-language AI steps in one scriptYou give up Hosted runs mean Browserbase's paid cloud; the only test scores found are the maker's own
Not scored yetFree - 9Playwright CLIMicrosoft
Microsoft's browser CLI for coding agents; attaching it to your own Chrome exposes your logged-in accounts
Best for Coding agents that drive a browser through the command line, from MicrosoftYou give up Safer with a spare Chrome profile than your own; outside comparison is over 90 days old
Not scored yetFree - 10mcp-remotemcp-remote maintainers
Links apps to remote MCP servers; a 2025 flaw let bad servers run code, so update and use trusted ones
Best for Connecting an AI app to a tool server that runs elsewhere onlineYou give up Only as safe as the servers you link; a past flaw makes updates matter; not scored yet
Not scored yetFree - 11BrowserbaseBrowserbase
Hosted browsers for agents from Stagehand's makers; the free plan caps sessions at 15 minutes
Best for Running browser agents in the cloud with captcha solving and proxies built inYou give up The free plan gives only 1 browser hour; extra hours cost $0.10 to $0.12 each
Not scored yetFree - 12Context7Upstash
Gives coding agents current library docs so they stop using old APIs; private repos need Pro
Best for Coding agents that keep writing code for old versions of a libraryYou give up Hosted, so your query and library name leave your machine; free plan: 1,000 calls a month
Not scored yetFree - 13GraphifyGraphify Labs
Skill that maps your code and docs into a graph your agent can query; install graphifyy (two y's)
Best for Giving your agent a searchable map of how your code and docs fit togetherYou give up Not scored yet: no recent independent test; easy to install the wrong package by name
Not scored yetFree - 14ComposioComposio
Hosted tool layer that lets agents act in your apps through managed logins, so it holds those tokens
Best for Agents that need to act in Gmail, Slack or GitHub without writing login codeYou give up It holds your app login tokens; its managed apps include only 20K free calls a month
Not scored yetFree - 15Desktop Commander MCPDesktop Commander (wonderwhy-er)
Lets chat apps run terminal commands and edit files on your computer; powerful, so use it with care
Best for Chat app users who want the AI to run commands and edit files on their computerYou give up It works on your real files and terminal, so mistakes land on your machine; not scored yet
Not scored yetFree - 16Firecrawl MCP ServerFirecrawl
Lets agents search, scrape and click through web pages via Firecrawl's cloud or your own Firecrawl
Best for Agents that need to search and scrape web pages, hosted or on your own FirecrawlYou give up Cloud use spends Firecrawl credits: 1,000 free a month, then Hobby at $19 a month
Not scored yetFree - 17NVIDIA OpenShellNVIDIA
Runs each agent in its own sandbox with file, network and key rules you set
Best for Running agents with strict file, network and key limits on your own machinesYou give up Early 0.1 release; Linux or Apple silicon only; telemetry on unless you turn it off
Not scored yetFree - 18GitHub Spec KitGitHub
Has a coding agent write the spec and plan before it codes; a free kit from GitHub
Best for Developers who want a coding agent to plan in writing before it changes codeYou give up Adds planning steps before any code is written; not scored yet: no recent independent test
Not scored yetFree - 19Docker MCP ToolkitDocker
Runs MCP servers in separate containers behind one gateway; 300+ servers Docker calls verified; beta
Best for Giving Claude Code, Cursor or Zed many tools, each kept in its own containerYou give up Still in beta, ships inside Docker Desktop, and its governance features are invite only
Not scored yetFree - 20GitHub MCP ServerGitHub
Lets agents work with your repos, issues and pull requests; give it a token with the least access
Best for Agents that read code, issues, pull requests and Actions logs on GitHubYou give up Acts with your GitHub permissions, so a broad token gives the agent broad access
Not scored yetFree
| # | Name | Score | What placed it | Price | Best for | You give up |
|---|---|---|---|---|---|---|
| 1 | Playwright MCPMicrosoft · Open source | Not scored | About 30 million downloads a month from npm, JavaScript's package storeNotesTheir figure: npm @playwright/mcp 29.6M last month (to 2026-10-16). not scored: newest independent comparisons found (Cheparsky 2026-02-19, Ranger 2026-04-03) are older than 90 days Report a mistake | Free (open source) | Giving a coding agent such as Claude Code or Cursor a real browser to work in | Uses many tokens on large pages; not scored yet, outside comparisons are over 90 days old |
| 2 | skills (Vercel skills CLI)Vercel Labs · Open source | Not scored | About 24 million downloads a month from npm, JavaScript's package storeNotesTheir figure: npm skills 23.8M last month (to 2026-10-16). not scored: no independent test from 2026-07-20 or later found (searched 2026-10-18) Report a mistake | Free (open source) | Adding ready-made skill packs to the coding agent you already use | Sends usage data by default; you need to read each skill before adding it; not scored yet |
| 3 | DaytonaDaytona Platforms · Closed | Not scored | About 8.7 million downloads a month from PyPI, Python's package storeNotesTheir figure: PyPI daytona 8.69M (30 days to 2026-10-01). not scored: newest sandbox comparison found (Superagent, 2026-01-16) is older than 90 days Report a mistake | Pay as you go: vCPU $0.0504/h, memory $0.0162/GiB-h; $200 free compute | Running agent code in cloud sandboxes, away from your own machine | Open-source repo archived in October 2026; hourly charges once $200 free compute is used |
| 4 | E2BE2B · Open source | Not scored | About 8.3 million downloads a month from npm, JavaScript's package storeNotesTheir figure: npm e2b 8.28M last month (to 2026-10-16); PyPI e2b 5.86M (30 days). not scored: newest sandbox comparison found (Superagent, 2026-01-16) is older than 90 days Report a mistake | Hobby free ($100 one-time credit); Pro $150/mo; plus usage | Teams that want hosted sandboxes for agent code, with the option to self-host later | The free plan is a one-time $100 credit; Pro costs $150 a month plus usage |
| 5 | Browser UseBrowser Use · Open source | Not scored | About 7.8 million downloads a month from PyPI, Python's package storeNotesTheir figure: PyPI browser-use 7.83M (30 days to 2026-10-01). not scored: HAL Online Mind2Web runs use 2025 builds and models; no independent test of v0.13 since 2026-07-20 Report a mistake | Free (open source); Cloud browsers $0.02/hr plus model cost | Python developers who want a model to finish tasks on websites for them | You also pay for the model; outside tests found cover 2025 builds, not the current v0.13 |
| 6 | Chrome DevTools MCPGoogle · Open source | Not scored | About 7.8 million downloads a month from npm, JavaScript's package storeNotesTheir figure: npm chrome-devtools-mcp 7.76M last month (to 2026-10-16). not scored: newest independent comparisons found (Cheparsky 2026-02-19, Ranger 2026-04-03) are older than 90 days Report a mistake | Free (open source) | Coding agents that need to see console errors, network calls and speed traces | Sees everything in that browser, so keep it away from logged-in sessions; not scored yet |
| 7 | agent-browserVercel Labs · Open source | Not scored | About 7.3 million downloads a month from npm, JavaScript's package storeNotesTheir figure: npm agent-browser 7.34M last month (to 2026-10-16). not scored: newest independent comparisons found (Cheparsky 2026-02-19, Ranger 2026-04-03) are older than 90 days Report a mistake | Free (open source) | Coding agents that run shell commands and need a browser that uses fewer tokens | Its token savings are the maker's own estimate; not scored yet: outside tests are too old |
| 8 | StagehandBrowserbase · Open source | Not scored | About 7 million downloads a month from npm, JavaScript's package storeNotesTheir figure: npm @browserbasehq/stagehand 7.03M last month (to 2026-10-16). not scored: Online-Mind2Web scores found are Browserbase's own; no independent test since 2026-07-20 Report a mistake | Free (open source) | Developers mixing fixed browser steps with plain-language AI steps in one script | Hosted runs mean Browserbase's paid cloud; the only test scores found are the maker's own |
| 9 | Playwright CLIMicrosoft · Open source | Not scored | About 4.5 million downloads a month from npm, JavaScript's package storeNotesTheir figure: npm @playwright/cli 4.46M last month (to 2026-10-16). not scored: newest independent comparison found (Ranger, 2026-04-03) is older than 90 days Report a mistake | Free (open source) | Coding agents that drive a browser through the command line, from Microsoft | Safer with a spare Chrome profile than your own; outside comparison is over 90 days old |
| 10 | mcp-remotemcp-remote maintainers · Open source | Not scored | About 3.2 million downloads a month from npm, JavaScript's package storeNotesTheir figure: npm mcp-remote 3.20M last month (to 2026-10-16). not scored: no independent test from 2026-07-20 or later found (searched 2026-10-18) Report a mistake | Free (open source) | Connecting an AI app to a tool server that runs elsewhere online | Only as safe as the servers you link; a past flaw makes updates matter; not scored yet |
| 11 | BrowserbaseBrowserbase · Closed | Not scored | About 3.1 million downloads a month from PyPI, Python's package storeNotesTheir figure: PyPI browserbase 3.10M (30 days to 2026-10-01). not scored: no independent test of its hosted browsers from 2026-07-20 or later found Report a mistake | Free (1 browser hr); Developer $20/mo; Startup $99/mo | Running browser agents in the cloud with captcha solving and proxies built in | The free plan gives only 1 browser hour; extra hours cost $0.10 to $0.12 each |
| 12 | Context7Upstash · Closed | Not scored | About 2.7 million downloads a month from npm, JavaScript's package storeNotesTheir figure: npm @upstash/context7-mcp 2.69M last month (to 2026-10-16). not scored: no independent test from 2026-07-20 or later found (searched 2026-10-18) Report a mistake | Free 1,000 calls/mo; Pro $10 per seat/mo | Coding agents that keep writing code for old versions of a library | Hosted, so your query and library name leave your machine; free plan: 1,000 calls a month |
| 13 | GraphifyGraphify Labs · Open source | Not scored | About 1.7 million downloads a month from PyPI, Python's package storeNotesTheir figure: PyPI graphifyy 1.72M (30 days to 2026-10-01). not scored: no independent test from 2026-07-20 or later found (searched 2026-10-18) Report a mistake | Free (open source) | Giving your agent a searchable map of how your code and docs fit together | Not scored yet: no recent independent test; easy to install the wrong package by name |
| 14 | ComposioComposio · Closed | Not scored | About 1.7 million downloads a month from PyPI, Python's package storeNotesTheir figure: PyPI composio 1.71M (30 days to 2026-10-01). not scored: no independent test from 2026-07-20 or later found (searched 2026-10-18) Report a mistake | Free 100K tool calls/mo; Pro $29/mo | Agents that need to act in Gmail, Slack or GitHub without writing login code | It holds your app login tokens; its managed apps include only 20K free calls a month |
| 15 | Desktop Commander MCPDesktop Commander (wonderwhy-er) · Open source | Not scored | About 967,000 downloads a month from npm, JavaScript's package storeNotesTheir figure: npm @wonderwhy-er/desktop-commander 967k last month (to 2026-10-16). not scored: no independent test from 2026-07-20 or later found (searched 2026-10-18) Report a mistake | Free (open source) | Chat app users who want the AI to run commands and edit files on their computer | It works on your real files and terminal, so mistakes land on your machine; not scored yet |
| 16 | Firecrawl MCP ServerFirecrawl · Open source | Not scored | About 585,000 downloads a month from npm, JavaScript's package storeNotesTheir figure: npm firecrawl-mcp 585k last month (to 2026-10-16). not scored: no independent test from 2026-07-20 or later found (searched 2026-10-18) Report a mistake | Free (open source); Firecrawl API free 1,000 credits/mo, Hobby $19/mo | Agents that need to search and scrape web pages, hosted or on your own Firecrawl | Cloud use spends Firecrawl credits: 1,000 free a month, then Hobby at $19 a month |
| 17 | NVIDIA OpenShellNVIDIA · Open source | Not scored | About 118,000 downloads a month from PyPI, Python's package storeNotesTheir figure: PyPI openshell 118k (30 days to 2026-10-01). not scored: no independent test from 2026-07-20 or later found (searched 2026-10-22) Report a mistake | Free (open source) | Running agents with strict file, network and key limits on your own machines | Early 0.1 release; Linux or Apple silicon only; telemetry on unless you turn it off |
| 18 | GitHub Spec KitGitHub · Open source | Not scored | About 88,000 downloads a month from PyPI, Python's package storeNotesTheir figure: PyPI specify-cli 88.2k (30 days to 2026-10-01); GitHub 141.8k stars. not scored: no independent test from 2026-07-20 or later found (searched 2026-10-18) Report a mistake | Free (open source) | Developers who want a coding agent to plan in writing before it changes code | Adds planning steps before any code is written; not scored yet: no recent independent test |
| 19 | Docker MCP ToolkitDocker · Open source | Not scored | About 7.4 million downloads in total from Docker HubNotesTheir figure: Docker mcp/docker-mcp-catalog 7.43M pulls (lifetime, since 2025-11-20). not scored: no independent test from 2026-07-20 or later found (searched 2026-10-18) Report a mistake | Free (open source gateway) | Giving Claude Code, Cursor or Zed many tools, each kept in its own container | Still in beta, ships inside Docker Desktop, and its governance features are invite only |
| 20 | GitHub MCP ServerGitHub · Open source | Not scored | About 33,700 GitHub stars: popular, which isn't the same as goodNotesTheir figure: GitHub 33.7k stars (no download figure). not scored: no independent test from 2026-07-20 or later found (searched 2026-10-18) Report a mistake | Free (open source) | Agents that read code, issues, pull requests and Actions logs on GitHub | Acts with your GitHub permissions, so a broad token gives the agent broad access |
Nothing matches all of that. , or try everything.
How we ranked this
Order. Scored ones first (none yet). Unscored ones follow, by monthly downloads (npm or PyPI, named on each row), then Docker pulls, then stars.
How we score this list. Our checklist. No independent test from the last 90 days covers these tools yet, so every row is Not scored. The full rules are on How we score. Open "How it was scored" on any row to see the working.
What we did not do. We did not run any of these ourselves. Every number comes from the public source linked on its row, checked on 22 Oct 2026.
Spot a mistake? A wrong rank, price or link: tell us and we will check it against the source. Corrections are dated in News.
Reviews are drafted with help from AI models, including Anthropic's Claude. Model scores come only from outside leaderboards and independent evaluations, by a written rule.