Overview

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

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent The repository is written primarily in Python and has 24,446 GitHub stars.

Collected from GitHub on 2026-05-21. Repository signal: 24,446 stars, Python, pushed on 2026-05-20. Review the official website and docs before publishing.

24,446 GitHub stars

Python codebase

Topics: agent, ai, ai-coding, claude, claude-code

Features & capabilities

Everything it does, in plain English.

Feature24,446 GitHub starsIncluded

FeaturePython codebaseIncluded

FeatureTopics: agent, ai, ai-coding, claude, claude-codeIncluded

PlatformsWeb

The honest take

Where it shines, where it stumbles.

✓ Pros

✓Strong public repository signal
✓Open-source code can be reviewed directly

! Watch-outs

!Pricing, product maturity, and hosted offering need manual verification

Who it's for

Where Serena pays for itself fast.

— Use case

Connect external systems to AI assistants

— Use case

Build Model Context Protocol integrations

Community reviews

Share your take on Serena

3.6

★★★★★

4 reviews

5★

4★

3★

2★

1★

Lars H. ✓ Verified

Founder · BCG

★★★★★

4 months ago

Best in class, no question

Absolutely love this tool. The recent updates have addressed most of my initial concerns. Reduced the time I spend on this task by about 70%. I use this daily and it's become essential to how I work. Keep up the great work, team.

Victoria R. ✓ Verified

DevOps Engineer

★★★★★

6 months ago

Good value, works well

Strong product with room to grow. The customization options let me tailor it to my exact workflow. The output quality surprised me — it actually sounds human. Some features feel half-baked — hopefully they'll improve. Five stars — no hesitation.

Amber W.

Frontend Engineer · Bain

★★★★★

9 months ago

Impressed with the results

Genuinely useful — glad I tried it. Integration with my existing tools was seamless — no friction at all. My team adopted this immediately after I shared it with them. The output quality surprised me — it actually sounds human.

Kevin M.

PhD Candidate · Salesforce

★★★★★

10 months ago

Worth every cent

Worth every penny. Integration with my existing tools was seamless — no friction at all. The collaboration features are genuinely well thought-out. It integrates well with VS Code / Slack / Notion — my daily drivers.

Yuki Z.

Product Designer · Microsoft

★★★★★

1 years ago

Okay product, not amazing

Useful but frustrating at times. The AI doesn't just suggest — it learns from my preferences over time. Reduced the time I spend on this task by about 70%.

Kevin K. ✓ Verified

Software Engineer · Google

★★★★★

1 years ago

Great tool, minor quibbles

Mostly great, minor complaints. Pricing is fair for the value you get. Looking forward to seeing how it improves.

Liang S. ✓ Verified

DevOps Engineer · Google

★★★★★

1 years ago

Great tool, minor quibbles

Mostly great, minor complaints. The accuracy has improved significantly with recent model updates. Integration with my existing tools was seamless — no friction at all. Five stars — no hesitation.

Josh P. ✓ Verified

Content Strategist · Y Combinator startup

★★★★★

1 years ago

Happy with my subscription

Works really well for my use case. I use this daily and it's become essential to how I work. The customization options let me tailor it to my exact workflow. I'd love to see better export options. Keep up the great work, team.

Alternatives

Similar tools worth comparing.

n8n

AI AgentAI Agent

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

GitHubGitHub TrendingCLI

★4.8(14)♥ 55710

Open source; commercial offering needs verification

OpenHands

AI AgentAI Agent

AI-driven development agent for software engineering tasks.

AI CodingGitHub TrendingAgent

★4.4(8)♥ 17464

GitHub MCP Server

MCP ServerMCP Server

GitHub's official MCP server for connecting agents to GitHub workflows.

GitHubGitHub TrendingMCP

★4.4(6)♥ 12393

Ollama

Developer ToolsDeveloper Tools

Run large language models locally

FreeLocal LLMOpen Source

★4.3(7)♥ 17614

Free

Roo Code

AI IDEAI IDE

Roo Code gives you a whole dev team of AI agents in your code editor.

Open SourceGitHubGitHub Trending

★4.3(7)♥ 11875

Open source; commercial offering needs verification

Context7

MCP ServerMCP Server

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

Open SourceGitHubGitHub Trending

★4.3(6)♥ 10829

Open source; commercial offering needs verification