VecbaseVerified
A shared workspace where AI agents with roles like Researcher, Coder, and Writer work as a team
Best forSmall teams or solo operators who want pre-built AI agent roles
Our verdict
Vecbase packages multi-agent collaboration, shared memory and files, built-in AI capabilities, and one-click integrations into a single subscription, which is appealing for teams tired of stitching together separate tools.
This listing draws on Vecbase's own site and a third-party tool directory. Independent, in-depth reviews were not available at the time of writing, so pricing and feature details may evolve.
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What's great
- Combines multiple AI capabilities (search, TTS, speech recognition, document parsing, image generation, crawling) under a single bill rather than several separate tool subscriptions.
- Live, replayable agent activity gives visibility into what each agent did, which is useful for auditing automated work.
- Choice of underlying model (Claude, GPT, Gemini, Kimi, DeepSeek, or Vecbase's own model) with per-token billing avoids single-vendor lock-in.
- Reusable Skills and Schedules mean workflows built once can run repeatedly without rebuilding them per agent.
Watch-outs
- No free tier or trial is mentioned, so prospective users have to commit to a paid plan ($20/mo minimum) before testing the platform.
- Both paid plans cap workspaces at 10 agents, which may not scale for larger teams running many concurrent workflows.
- Usage is metered against a monthly quota with overage billing, so costs on top of the base $20 or $50 plan can be harder to predict.
- Documentation and support are primarily in Chinese, which may limit accessibility for non-Chinese speaking users.
Also note: Documentation and support are primarily in Chinese, which may limit accessibility for non-Chinese speaking users. · Independent editorial coverage of Vecbase is limited; most details here come from the vendor's own site and a single third-party tool directory listing, not broad independent reviews. · Both Plus and Pro plans are capped at 10 agents per workspace, so very large agent fleets are not supported at these tiers.
What is Vecbase?
Vecbase is a multi-agent workspace where AI agents work as a team with shared memory, files, tools, and their own secure sandboxes. It ships with pre-built roles (Researcher, Coder, Writer, Operator) and lets users capture workflows as reusable Skills. Positioned as an all-in-one automation platform, it serves teams and individuals who want to run research, writing, coding, and operations tasks through coordinated agents instead of juggling separate point tools and subscriptions.
What does Vecbase do?
Inside Vecbase, users spin up agents from pre-built roles, Researcher, Coder, Writer, and Operator, that share memory, files, and tools within a single workspace, each running in its own secure sandbox. Every agent step, such as web browsing, document reading, or code writing, appears live in a chat feed and can be replayed later for review. Repeated workflows can be captured once as a Skill (examples include a PDF Report Generator, a Slack Bot, and a Web Crawler) that any agent can then reuse, and agents can be set to run on Schedules, like a daily 9 AM report or a weekly Monday brief. The platform bundles built-in capabilities, speech recognition, text to speech, document parsing, image generation, web search and deep research, and web crawling, under one integration and one bill. A shared team Drive lets agents read and write files across Spaces such as Reports, Codebase, Marketing, and Datasets. Agents can switch between multiple underlying models (Claude, Vecbase, GPT, Gemini, Kimi, DeepSeek) with transparent per-token billing, and act through a user's own Gmail, Notion, GitHub, and Slack accounts after a one-time authorization.
Key features
- Multi-agent workspace with sandboxes: Agents share memory and files but each runs in its own secure sandbox, so they can work in parallel without stepping on each other.
- Pre-built agent roles: Researcher, Coder, Writer, and Operator roles give teams a starting point instead of building agent behavior from scratch.
- Live, replayable activity feed: Every agent step, web browsing, document reading, or code writing, shows up in the chat in real time and can be replayed afterward.
- Reusable Skills: A workflow captured once as a Skill, such as a PDF Report Generator, Slack Bot, or Web Crawler, can be run by any agent in the workspace.
- Scheduled runs: Agents can be set to run automatically on a schedule, like a daily 9 AM report or a weekly Monday brief.
- Bundled built-in capabilities: Speech recognition, text to speech, document parsing, image generation, web search and deep research, and web crawling are included under one integration and one bill.
- Shared team Drive: Agents read and write files across shared Spaces like Reports, Codebase, Marketing, and Datasets.
- Multi-model choice: Agents can use Claude, Vecbase, GPT, Gemini, Kimi, or DeepSeek with transparent per-token billing and no lock-in to a single model.
What are Vecbase's use cases?
- Recurring status reports: An Operator or Writer agent runs on a Schedule, such as a daily 9 AM report or weekly Monday brief, and drops the output into the shared Drive's Reports space.
- Research and deep search: A Researcher agent uses the built-in web search and deep research capability to gather sources, with every browsing step visible and replayable in the activity feed.
- Code changes and pull requests: A Coder agent writes code in its own sandbox and, after one-time GitHub authorization, opens a pull request directly from the workspace.
- Repeatable automation as a Skill: A team captures a workflow like a PDF Report Generator or Web Crawler once as a Skill so any agent, not just the one that built it, can reuse it later.
What does Vecbase integrate with?
- Gmail
- Notion
- GitHub
- Slack
Why use Vecbase?
- Bundles speech recognition, text to speech, document parsing, image generation, web search/deep research, and web crawling under one integration and one bill instead of separate subscriptions.
- Every agent action is visible live in a chat feed and replayable afterward, giving more transparency into what an agent actually did.
- Model choice (Claude, Vecbase, GPT, Gemini, Kimi, DeepSeek) with transparent per-token billing avoids locking a workspace into a single provider.
- Workflows can be captured once as a Skill and reused by any agent, reducing repeated setup work across the team.
Pros & cons
Pros
- Combines multiple AI capabilities (search, TTS, speech recognition, document parsing, image generation, crawling) under a single bill rather than several separate tool subscriptions.
- Live, replayable agent activity gives visibility into what each agent did, which is useful for auditing automated work.
- Choice of underlying model (Claude, GPT, Gemini, Kimi, DeepSeek, or Vecbase's own model) with per-token billing avoids single-vendor lock-in.
- Reusable Skills and Schedules mean workflows built once can run repeatedly without rebuilding them per agent.
Cons
- No free tier or trial is mentioned, so prospective users have to commit to a paid plan ($20/mo minimum) before testing the platform.
- Both paid plans cap workspaces at 10 agents, which may not scale for larger teams running many concurrent workflows.
- Usage is metered against a monthly quota with overage billing, so costs on top of the base $20 or $50 plan can be harder to predict.
- Documentation and support are primarily in Chinese, which may limit accessibility for non-Chinese speaking users.
Limitations
- Documentation and support are primarily in Chinese, which may limit accessibility for non-Chinese speaking users.
- Independent editorial coverage of Vecbase is limited; most details here come from the vendor's own site and a single third-party tool directory listing, not broad independent reviews.
- Both Plus and Pro plans are capped at 10 agents per workspace, so very large agent fleets are not supported at these tiers.
Vecbase pricing
from $20/mo
- Vecbase Plus$20.00 / month
- Vecbase Pro$50.00 / month
See current pricing on vecbase.com ↗Compare Vecbase alternatives →
Vecbase review
Vecbase packages multi-agent collaboration, shared memory and files, built-in AI capabilities, and one-click integrations into a single subscription, which is appealing for teams tired of stitching together separate tools. The tradeoffs are a hard cap of 10 agents per workspace, usage-based overage billing on top of the base plan, no free trial, and documentation that leans heavily on Chinese, all worth weighing before committing.
This listing draws on Vecbase's own site and a third-party tool directory. Independent, in-depth reviews were not available at the time of writing, so pricing and feature details may evolve.
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