Score breakdown
Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.
Why it matters
Useful for developers who want coding agents to navigate and change larger repositories with less blind text search and less prompt glue.
Where this stands now
oraios/serena ranks #15 of 2304 tracked Radar items by composite score (8.9 against a section median of 5.2). The section currently carries 1197 Bronze, 645 Gold, 462 Silver. RepoRadar has retained observations for this record since 2026-06-20 (99 days in the current window). Signal extremes versus the section: momentum at the 79th percentile.
Who should use it
Who should skip it
Consider oraios/serena lower priority if you already have a working solution in this category.
About this signal
oraios/serena is tracked by RepoRadar as an MCP server in the Radar section. First seen 2026-06-20; the source record was last checked on 2026-06-20. The current verdict is 'try now' with a Gold tier and moderate setup difficulty. Across RepoRadar's eight signals, oraios/serena is strongest on workflow potential (10.0) and practical usefulness (9.0) and weakest on setup ease (6.4) — a profile worth weighing against your own priorities. This page summarizes the public evidence on the linked source page and states where additional review is still needed.
How this item is evaluated
The oraios/serena record combines a 8.9/10 composite score with separate popularity (64.0), risk (conditional), and setup (moderate) signals. See the scoring methodology for the current weights and evidence definitions.
Questions worth asking before you adopt this
RepoRadar analyses featuring this item
Putting this into practice? Read How to vet an AI agent or MCP server before you wire it in for the checklist behind this score.
Risk explanation
The server can expose full local source trees and project memory to the connected model, so keep it inside repositories and providers you already trust; Semantic edit tools can rewrite symbols across multiple files quickly, so use version control and review diffs before letting an agent apply broad changes.