OpenL MCP Server
OfficialRelated Servers
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No user-submitted related servers found.
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TDQS
Scored across 74 tools
Most tools target distinct resources, but the set contains several near-overlapping pairs (openl_append_table vs openl_append_table_rows, openl_list_branches vs openl_list_project_branches, openl_update_table vs the finer-grained update_table_row/column/cell/range tools) plus multiple test-result variants. The extensive descriptions and cross-references help, but the volume of similar verb/noun combinations still creates real selection risk.
All tools consistently use the openl_ prefix and overwhelmingly follow a verb_noun snake_case pattern (list_, get_, create_, delete_, update_, append_, insert_, merge_). A few noun-first exceptions such as openl_project_status and openl_repository_project_revisions, plus close variants like append_table vs append_table_rows, are minor deviations.
At 74 tools, this surface far exceeds the typical well-scoped MCP server, and the rubric explicitly flags 50+ tools as extreme. Even accounting for OpenL Studio's broad domain, many granular table-editing and debugging tools could be consolidated, and the sheer count will strain agent context and tool-selection accuracy.
Coverage is broad: project, file, table, test, trace/debug, branch/merge, and deployment workflows are all represented with substantial CRUD-like operations. Minor gaps remain—no undeploy/delete deployment, no project rename or repository management, and merge-conflict resolution is intentionally delegated to the user—but agents can generally work around them.