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serena

serena is a skill AI agent for Enable developers to build AI agents with advanced code understanding and modification abilities. Pricing: Not specified. As of 2026-09-12, KanonAgent records 75 upvotes. First indexed by KanonAgent on 2026-07-23.
A powerful MCP toolkit for AI agents, enabling semantic code retrieval and editing, designed as an IDE for autonomous coding agents.
serena — official preview image
75 upvotes
Tracked by Kanon since Jul 23, 2026
no signal yet
status
20/100
momentum · conf 0.57
20d
tracked since 2026-08-22
5
evidence records

No signal event on file yet — status is unknown, not "quiet".

📈 Timelinewhat changed, and when
🔎 Known / Unknown 14 of 23 fields unknown
Machine-callable— unknown —
Open source1 verified 1 quote(s)
Self-hostable— unknown —
Bring your own key— unknown —
Autonomy level2 inferred 1 quote(s)
Pricing model— unknown —
Integrationsmcp inferred 2 quote(s)

“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.

🤖 Agent teardown · skill
Job to be doneEnable developers to build AI agents with advanced code understanding and modification abilities.
AutonomyL2 · tool-calling(evidence: "semantic code retrieval, editing, refactoring and debugging …")
Who it is forDevelopers
Prerequisitesopen source
Integrationsmcp
PricingNot specified
Traction · why it is risingNot specified
Why it matters

Provides a structured foundation for agent-based development, addressing a key gap in AI coding infrastructure.

Evidence quotesverbatim, from the product’s own materials

“public GitHub repository (README fetched)”— structural
“semantic code retrieval, editing, refactoring and debugging tools”— readme
“model context protocol (MCP)”— readme
“integrates with any client/LLM via the model context protocol (MCP)”— readme
“It integrates with any client/LLM via the model context protocol (MCP).”— readme
Python
Signal source: GitHub
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FAQ

What is serena?

A powerful MCP toolkit for AI agents, enabling semantic code retrieval and editing, designed as an IDE for autonomous coding agents.

What does serena do?

Enable developers to build AI agents with advanced code understanding and modification abilities.

Why does serena matter?

Provides a structured foundation for agent-based development, addressing a key gap in AI coding infrastructure.

How much does serena cost?

Not specified

Is serena open source?

Yes — serena is open source.

What does serena integrate with?

mcp

How popular is serena?

As tracked by KanonAgent: 75 upvotes (first indexed 2026-07-23).

What are the best serena alternatives?

Similar AI agents tracked by KanonAgent: open-design, deer-flow, Agent-Reach, ruflo, career-ops, orca.

serena alternatives — similar AI agents

open-designdeer-flowAgent-Reachruflocareer-opsorca

Where this fits — browse the same shelf

AI Agent Skills & PluginsAI agents for Code development and debuggingAre there open-source AI agents for Code development and debugging?Which AI agents for Code development and debugging support MCP?AI agents that work with MCP (Model Context Protocol)