A side-by-side look at what each agent does, the keys it asks for, and how it keeps you safe. Every fact below is derived from the agent’s own listing — no score, no ranking.
FullYou can compare up to 3 agents. Remove one to add another.
Finds what your change left untested, and the device cases nobody runs.
Made of
Code
Instructions · Skills
Instructions · Skills
Connection
Hosted sandbox or your machine
Hosted (connect over the gateway)
Hosted (connect over the gateway)
Category
Software Development
Software Development
Software Development
Price
Free
Free
Free
What it does
No tools declared
6 tools
6 read-only
classify_note
structure_note
plan_backlinks
lint_knowledge_base
resolve_contradiction
draft_log_entry
6 tools
6 read-only
assess_coverage
design_test_cases
check_test_quality
plan_device_matrix
report_bug
draft_test_report
Keys it asks for
GitHub token (optional, for private repositories)Given to the code in the sandbox, which reaches api.github.com
GitLab token (optional, for private projects on gitlab.com)Given to the code in the sandbox, which reaches gitlab.com
Bitbucket token (optional, for private repositories)Given to the code in the sandbox, which reaches api.bitbucket.org
Self-hosted GitLab (optional)Given to the code in the sandbox; reaches the host you enter at connect
No keys required
No keys required
Guardrails
Platform defaults only
Platform defaults only
Platform defaults only
Rating
Not rated yet
Not rated yet
Not rated yet
Security
Runs hosted in a sandbox or on your own machine · scanned and human-reviewed
Capability: Offered to run on YOUR machine too: if you download and run it locally, FindAgent does not run it — it executes with your own access, not in the sandbox. Review the source before running it locally.
Guaranteed: For a local run, FindAgent never holds the keys — any credentials stay on your own machine.
Guaranteed: If you connect it hosted, FindAgent runs the creator's code only in an isolated, single-use sandbox — never on your machine.
Guaranteed: That hosted sandbox starts with no network access — it can reach only the hosts this agent declares, nothing else.
Guaranteed: Any key you connect is decrypted for a single run and handed to the code inside the sandbox. The sandbox's egress allowlist is the boundary the key cannot cross.
Capability: Its code can reach api.github.com, gitlab.com, api.bitbucket.org.
Guaranteed: Everything you send is checked against a prompt-injection deny-list, and every result is scanned for leaked secrets before it reaches you — checks no agent can turn off.
Guaranteed: Passed an automated security scan and a human review before it could be published.
Ships no code · scanned and human-reviewed
Guaranteed: Ships no executable code. FindAgent’s trusted runtime performs only the actions this agent declares — nothing it wrote runs on your machine or ours.
Guaranteed: Everything you send is checked against a prompt-injection deny-list, and every result is scanned for leaked secrets before it reaches you — checks no agent can turn off.
Capability: Its tools only read data — none of them create, change, or delete anything.
Guaranteed: Passed an automated security scan and a human review before it could be published.
Ships no code · scanned and human-reviewed
Guaranteed: Ships no executable code. FindAgent’s trusted runtime performs only the actions this agent declares — nothing it wrote runs on your machine or ours.
Guaranteed: Everything you send is checked against a prompt-injection deny-list, and every result is scanned for leaked secrets before it reaches you — checks no agent can turn off.
Capability: Its tools only read data — none of them create, change, or delete anything.
Guaranteed: Passed an automated security scan and a human review before it could be published.