oraios/serena

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

agentaiai-codingclaudeclaude-codecodexidejetbrainslanguage-servermcp-serverprogrammingvibe-codingCoding AgentsServer Implementations

Agent quality

66%

Agent quality score.

Reachable

Reputation100%

Cross-source presence, stars, and recency.

listed in multiple sources; has 24293 stars; actively maintained; credible author

Usability80%

Docs, license, auth, and clear capabilities.

Usability based on documentation, license, auth/pricing clarity, structured capabilities, and public repository presence.

Functionality41%

Predicted functionality, speed, and reliability.

Scored on specificity, consistency, reliability, speed, and scope clarity.