FindAgent

The tools fall into recognizable families (agents, knowledge bases, orgs, departments, requests, service keys), and many descriptions explicitly contrast similar tools. However, there is real overlap among the multiple draft-creation paths and especially among new-version tools (new_version, bump_version, repull, reintrospect_mcp, reupload), so an agent must read long descriptions carefully to avoid misselection.

Almost every tool uses the findagent_ prefix plus snake_case, and most follow a verb_noun pattern such as create_draft, list_kbs, or update_request. A few are noun- or adjective-style names (whoami, preflight, earnings, new_version, submission_status), which are minor deviations rather than a different convention.

79 tools is far beyond a practical MCP surface, even for a broad marketplace and creator platform. The set covers many legitimate domains, but the count creates heavy selection load and several tool families could be split into separate servers or consolidated.

Coverage is strong across agent discovery, drafting, review, versioning, knowledge bases, organizations, departments, the request board, and service keys. Some lifecycle operations are deliberately web-only or thin, notably department composition editing and organization settings, but most core workflows have usable tools or documented workarounds.