Evolver

MCP Serverevomap.ai

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

MCP ServerMCPCLIAgentOpen SourceFree tier
Rating
4.3 ★★★★★
20 reviews
Views
954
total views
Saved
76
users saved
Pricing
Free
free
Platform
Web · API · CLI
API available

Overview

Evolver — The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai 7,563 GitHub stars · JavaScript.

7,563 GitHub stars

Written in JavaScript

Topics: a2a, agent-evolution, agent-framework, agent-protocol

Features & capabilities

Everything it does, in plain English.

Feature7,563 GitHub starsIncluded
FeatureWritten in JavaScriptIncluded
FeatureTopics: a2a, agent-evolution, agent-framework, agent-protocolIncluded
API AccessProgrammatic access available for developers.Available
PlatformsWeb · API · CLI

The honest take

Where it shines, where it stumbles.

✓ Pros

  • Active open-source community
  • Code is publicly auditable

! Watch-outs

  • !Requires manual review before publishing

Who it's for

Where Evolver pays for itself fast.

— Use case
AI-assisted development
— Use case
Integration into agentic workflows

Community reviews

Share your take on Evolver

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4.3
20 reviews
5★
7
4★
2
3★
2
2★
1
1★
0
K
Kevin N. ✓ Verified
Tech Lead · Series A startup
24 days ago
Outstanding experience
Exceeded all my expectations. It integrates well with VS Code / Slack / Notion — my daily drivers. It integrates well with VS Code / Slack / Notion — my daily drivers. Definitely worth trying.
T
Tyler K. ✓ Verified
Tech Lead · Palantir
2 months ago
Really good — a few things to improve
Mostly great, minor complaints. Works consistently across all my devices and browsers. The onboarding flow was smooth and I was productive from day one. The ROI was clear within the first week of using it. I'd love to see better export options. Looking forward to seeing how it improves.
Y
Yuki W. ✓ Verified
Indie Hacker · GitHub
3 months ago
Changed how I work completely
This is exactly what I was looking for. The interface is intuitive enough that I didn't need to read any docs. Integration with my existing tools was seamless — no friction at all. The accuracy has improved significantly with recent model updates.
R
Rachel M.
ML Engineer · Series A startup
5 months ago
Okay product, not amazing
Decent tool, not without issues. The customization options let me tailor it to my exact workflow. I've recommended this to at least 10 colleagues already.
Y
Yuki P. ✓ Verified
AI Researcher · Microsoft
5 months ago
Incredible — highly recommend
Can't imagine working without it now. The interface is intuitive enough that I didn't need to read any docs. The AI suggestions are incredibly accurate and save me hours every week. Will continue using this long-term.
D
David S. ✓ Verified
Researcher · Y Combinator startup
8 months ago
Blew away all expectations
Best-in-class, period. The AI suggestions are incredibly accurate and save me hours every week. The free tier is genuinely generous compared to competitors. Keep up the great work, team.
C
Carlos A. ✓ Verified
Product Manager · Palantir
9 months ago
Impressed with the results
Genuinely useful — glad I tried it. It handles edge cases better than anything else I've tried. The recent updates have addressed most of my initial concerns. The AI doesn't just suggest — it learns from my preferences over time. Definitely worth trying.
N
Nathan A. ✓ Verified
Staff Engineer · Netflix
11 months ago
Needs a lot of improvement
Customer support left a lot to be desired. The accuracy has improved significantly with recent model updates.
V
Victoria H. ✓ Verified
Co-founder · HubSpot
1 years ago
Mixed experience overall
Mixed feelings, but ultimately positive. I've recommended this to at least 10 colleagues already. Wish the free tier had slightly higher limits.
H
Heather L. ✓ Verified
VP of Engineering · GitLab
1 years ago
The best AI tool I've used
Absolutely love this tool. Performance is fast — no noticeable latency even on large inputs. Pricing is fair for the value you get. Keep up the great work, team.
W
Wei P. ✓ Verified
Backend Engineer · an e-commerce company
1 years ago
The best AI tool I've used
Exceeded all my expectations. The AI suggestions are incredibly accurate and save me hours every week. Keep up the great work, team.
A
Adam M.
Principal Engineer · Snowflake
1 years ago
Blew away all expectations
Worth every penny. It integrates well with VS Code / Slack / Notion — my daily drivers.

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