Vecbase

What it does

Writes code

PartlyThe hosted Agents product claims agents write code and maintain it, but the vendor describes no repository workflow, branch or diff output anywhere on the page.Browses the web, reads docs, writes code — every step shows up in the chat as it happens, replayable any time.vecbase.com/agents ↗

Debugs and fixes

YesTakes a stack trace or error log and returns a root-cause report with a proposed patch and verification checklist.Paste a stack trace or add an error log. The Vecbase Agent follows the evidence, tests likely causes, and returns a root-cause report with a patch…vecbase.com/tools/bug-investigator ↗

Writes tests

YesA dedicated unit-test task writes tests against the uploaded code and runs them where the environment allows.The Agent prepares meaningful unit tests that fit the codebase and keeps the evidence and open questions clear for review.vecbase.com/tools/unit-test-generator ↗

Reviews code

YesReviews a PR link or diff and returns findings with file and line references, severity and suggested patches.Paste a PR link or diff. The Vecbase Agent reads the surrounding code, runs relevant checks, prioritizes real risks, and proposes testable changes.vecbase.com/tools/code-review ↗

Whole-codebase work

PartlyA repository link or nearby files can be supplied as context; the vendor claims no whole-repo indexing and no repo-wide migration.For code review, add a pull request, repository link, or code context, explain what matters, and let the Vecbase Agent prepare a review with evidence…vecbase.com/tools/code-review ↗

Ships it

PartlyDelivers a live preview plus deployable source files; nothing on vecbase.com claims it deploys to your own hosting or merges to your repo.Vecbase designs a responsive, accessible landing page and returns a live preview with deployable source files.vecbase.com/features/tools ↗

Done-for-you service

NoVecbase sells software a customer runs themselves: a hosted agent product plus a model catalog, with no mention of a delivery team building agents on your behalf.Prefer a place to run your agents? Vecbase Agents is our hosted product. Use workspaces to organize agents for different purposes.vecbase.com/agents ↗

How much it does unattended

Runs autonomously

PartlyAgents run tasks and scheduled work on their own, but the vendor states that important or sensitive actions can still stop and wait for a person to approve them.Important or sensitive actions can still require approval. A scheduled task does not remove those checks.docs.vecbase.com/introduction ↗

Multi-agent

YesAgents delegate sub-tasks to each other inside one workspace; the Plus plan lists multi-agent workflows as included.An agent can delegate sub-tasks to another agent — Writer pulls the report from Researcher to draft a blog, Operator asks Coder to run a data script.vecbase.com/features/agents ↗

Agent permissions

YesEach agent is limited to the capabilities, file spaces and connections you grant it, and named sensitive actions are held for human approval before continuing.An Agent can only use the tools, files, and connected accounts available to it. You decide which of these resources each Agent may use.docs.vecbase.com/introduction ↗

Which models it runs on

Claude

YesAnthropic Claude models are first-class entries in the public model catalog, each with its own Vecbase model ID and published per-token usage rates.Claude Opus 4.5 is Anthropic's frontier reasoning model optimized for complex software engineering, agentic workflows, and long-horizon computer use.vecbase.com/models ↗

GPT

YesOpenAI models appear in the same catalog under openai/ model IDs, so a buyer can select GPT through the membership rather than a separate OpenAI account.openai/gpt-5vecbase.com/models ↗

Open models

YesThe catalog lists open-weight families alongside the closed ones, including Qwen3 and Mixtral instruct builds, served through Vecbase rather than self-hosted by you.mistralai/mixtral-8x22b-instructvecbase.com/models ↗

Model choice

YesThe buyer picks the model: each Agent carries its own chosen AI model as a setting, drawn from a catalog spanning Anthropic, OpenAI, Google, DeepSeek, Qwen and Mistral.An Agent is an AI teammate you set up for a responsibility. It has a name, instructions, a chosen model, a work environment, and access you control.docs.vecbase.com/getting-started/concep… ↗

Where you use it

In your editor

PartlyVecbase installs itself into IDE-based hosts such as Cursor and VS Code Copilot as an MCP server, but only from an installer the vendor says is macOS Apple Silicon only.The official installer currently supports macOS Apple Silicon only. Stop on Linux, Windows or Intel Mac: their public binaries are not yet released.vecbase.com/connect ↗

On the command line

YesThere is a real terminal surface: a vecbase CLI installed by a shell script, with subcommands for update, per-client setup and browser-based auth login.The installer verifies SHA-256 and installs CLI and its MCP contracts together.vecbase.com/connect ↗

In your pipeline

PartlyAn agent can act on GitHub through a scoped OAuth grant, including opening pull requests; no CI runner or pipeline integration is published.Each agent gets its own grant, e.g. Researcher reads email only, Coder opens GitHub PRs.vecbase.com/features/connectors ↗

In a browser

YesAgents, tasks, files and billing all live in a hosted web workspace the vendor sells as its product, reached by signing in rather than installing anything.Prefer a place to run your agents? Vecbase Agents is our hosted product. Use workspaces to organize agents for different purposes.vecbase.com/agents ↗

Whose machine it runs on

Self-hosted

NoThe only two work environments are a Temporary workspace and a Dedicated cloud computer, both run for you by Vecbase; no on-prem or self-hosted option is published.Vecbase offers two simple choices.docs.vecbase.com/agents/work-environmen… ↗

Not established: Open source

What it costs to run

How it meters

YesTwo meters at once: a flat annual membership that buys member rates, then consumption billed per million tokens and per unit of compute, storage, speech and parsing.Club is an annual membership with no included usage credits. Top up separately to pay Club usage rates.vecbase.com/pricing ↗

Free tier

PartlySign-up and checkout are self-serve with no sales call, but both published plans are paid credit subscriptions.Choose Plus at 2,000 credits/month with 2,000 usage credits, or Pro at 5,000 credits/month with 5,000 credits and persistent cloud computers.vecbase.com/pricing ↗

API access

PartlyThe public release exposes Messages and Chat Completions endpoints reachable with a provisioned API key, but the docs site publishes only a placeholder OpenAPI sample instead of a real reference.The current public release exposes Messages and Chat Completions. Do not call either simply to test setup; model requests are paid.vecbase.com/connect ↗

MCP server

YesAnother agent can drive Vecbase over MCP: the CLI installs MCP contracts and per-client server entries for Codex, Claude Code, Cursor, Gemini CLI, Copilot and OpenClaw.Setup merges the local MCP entry and installs a small persistent Skill.vecbase.com/connect ↗

Bring your own key

NoVecbase supplies and meters the model and capability calls itself and bills them as credits; no bring-your-own-key or own-cloud path is published.All capability calls aggregate into a single monthly bill — no need to manage each vendor's billing.vecbase.com/features/services ↗

Buying it for a team

A company can buy it

YesMembership is bought at organization level rather than per individual, with one shared membership and one shared spending balance across the organization.Membership and balance are shared within your organization.vecbase.com/pricing ↗

Seat model

NoNothing is priced per seat: the one published figure is a single organization-wide annual membership, and everything else is metered consumption with no seat count or floor.Membership and balance are shared within your organization.vecbase.com/pricing ↗

Pooled budget

YesOne balance funds everyone: the organization shares a single topped-up balance, and when it runs out all agent work and cloud resources pause together.If the usable balance runs out or billing is suspended, new Agent work and cloud resources pause. Scheduled Tasks cannot run around that pause.docs.vecbase.com/workspace/billing ↗

Admin controls

YesAn administrator constrains each agent individually — which capabilities, which file spaces at which read or write level, which connections — and can require approval for sensitive steps.Start with read access or a test resource. Add create, change, or delete access only when the responsibility requires it.docs.vecbase.com/administration/access-… ↗

Audit log

PartlyAgent tool calls are logged and every scheduled run leaves a record; no administrative audit log of member, permission or billing changes is documented.Every call is logged and audit-friendly.vecbase.com/features/connectors ↗

Not established: Single sign-on

What happens to your code

Getting out

PartlyResults can be saved to the File Library or downloaded and an eligible top-up balance survives cancellation, but no bulk export of workspaces or task history is documented.Save important results to the File Library or download them.docs.vecbase.com/agents/work-environmen… ↗

Not established: Opt out of training, Data residency, Certifications