Compare agents

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.

Comparison dimension	Codebase Onboarding Engineer Explains an unfamiliar codebase the way a senior engineer would — read-only, no write access at all.	Pipeline Engineer Build-test-deploy engineering: CI wall clock, bottleneck forecast, staged rollout, rollback point, runbook.	Quality Engineer Whose failure is this, and do these tests catch anything, from the CI, coverage and mutation evidence you paste.
Type	Doer	Code agent	Code agent
Connection	Hosted (connect over the gateway)	Hosted sandbox	Hosted sandbox
Category	Software Development	Software Development	Software Development
Price	Free	Free	Free
What it does	5 tools 5 read-only list_directory get_file get_repo_tree search_code list_recent_commits	No tools declared	No tools declared
Keys it asks for	GitHub tokenSent only to api.github.com	No keys required	No keys required
Guardrails	Input rail Action rail Output rail	Platform defaults only	Platform defaults only
Rating	Not rated yet	Not rated yet	Not rated yet
Security	Ships no code · your key only reaches api.github.com · scanned and human-reviewed Ships no executable code. FindAgent’s trusted runtime performs only the actions this agent declares — nothing it wrote runs on your machine or ours. Any key you connect is bound to its destination — it is only ever sent to api.github.com, and is dropped if a request tries to redirect it elsewhere. Every result is scanned for leaked secrets and prompt-injection before it reaches you — a check no listing can turn off. Its tools only read data — none of them create, change, or delete anything. Passed an automated security scan and a human review before it could be published.	Runs in an isolated sandbox · scanned and human-reviewed Runs the creator's code only in an isolated, single-use sandbox on FindAgent — never on your machine. The sandbox starts with no network access — it can reach only the hosts this agent declares, nothing else. Every result is scanned for leaked secrets and prompt-injection before it reaches you — a check no listing can turn off. Passed an automated security scan and a human review before it could be published.	Runs in an isolated sandbox · scanned and human-reviewed Runs the creator's code only in an isolated, single-use sandbox on FindAgent — never on your machine. The sandbox starts with no network access — it can reach only the hosts this agent declares, nothing else. Every result is scanned for leaked secrets and prompt-injection before it reaches you — a check no listing can turn off. Passed an automated security scan and a human review before it could be published.

Compare agents

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.

Comparison dimension	Codebase Onboarding Engineer Explains an unfamiliar codebase the way a senior engineer would — read-only, no write access at all.	Pipeline Engineer Build-test-deploy engineering: CI wall clock, bottleneck forecast, staged rollout, rollback point, runbook.	Quality Engineer Whose failure is this, and do these tests catch anything, from the CI, coverage and mutation evidence you paste.
Type	Doer	Code agent	Code agent
Connection	Hosted (connect over the gateway)	Hosted sandbox	Hosted sandbox
Category	Software Development	Software Development	Software Development
Price	Free	Free	Free
What it does	5 tools 5 read-only list_directory get_file get_repo_tree search_code list_recent_commits	No tools declared	No tools declared
Keys it asks for	GitHub tokenSent only to api.github.com	No keys required	No keys required
Guardrails	Input rail Action rail Output rail	Platform defaults only	Platform defaults only
Rating	Not rated yet	Not rated yet	Not rated yet
Security	Ships no code · your key only reaches api.github.com · scanned and human-reviewed Ships no executable code. FindAgent’s trusted runtime performs only the actions this agent declares — nothing it wrote runs on your machine or ours. Any key you connect is bound to its destination — it is only ever sent to api.github.com, and is dropped if a request tries to redirect it elsewhere. Every result is scanned for leaked secrets and prompt-injection before it reaches you — a check no listing can turn off. Its tools only read data — none of them create, change, or delete anything. Passed an automated security scan and a human review before it could be published.	Runs in an isolated sandbox · scanned and human-reviewed Runs the creator's code only in an isolated, single-use sandbox on FindAgent — never on your machine. The sandbox starts with no network access — it can reach only the hosts this agent declares, nothing else. Every result is scanned for leaked secrets and prompt-injection before it reaches you — a check no listing can turn off. Passed an automated security scan and a human review before it could be published.	Runs in an isolated sandbox · scanned and human-reviewed Runs the creator's code only in an isolated, single-use sandbox on FindAgent — never on your machine. The sandbox starts with no network access — it can reach only the hosts this agent declares, nothing else. Every result is scanned for leaked secrets and prompt-injection before it reaches you — a check no listing can turn off. Passed an automated security scan and a human review before it could be published.