RE-READ WEEKLY

SWITCHING FROM

Umtri.io

24 products in dev tools sit near Umtri.io. Each listing is written from the product’s own pages and re-read weekly, and each one below carries how far it sits from Umtri.io rather than a rank.

Open the Umtri.io listingAsk which one fits you

THE BASELINE · READ TODAY

PRICING

Freemium

CLAIMS VERIFIED

0

VOUCHES

0

LAST SHIPPED

never

Maps your AI-built project's structure as a tree

THE SPREAD

The field, in three measurements.

Where each one sits against Umtri.io, what it costs, and how much of what it says we have been able to check. Three separate measurements — none of them added together into a score.

FREE
OPEN SOURCE
FREEMIUM
PAID
NOT STATED
0.9
0.8
0.7
0.6
UMUmtri.ioBASELINESprintra0.79 alikeMurmell0.78 alikeKeepNow0.75 alikeStrunk0.75 alikeTwill0.74 alikeHoplite0.73 alikeLody0.73 alikeExecutor0.72 alikeConductor0.72 alikeRelay0.71 alikeCodexBar0.71 alikeanytomd0.71 alikeVevee0.70 alikeTensorlake0.68 alike
← DESCRIBES ITSELF MOST LIKE UMTRI.IOLEAST ALIKE →
Point at one for its numbers. Click to open it.

LEFT TO RIGHT

How alike the wording is

Cosine distance between the two descriptions. It says two products describe themselves the same way. It does not say one replaces the other.

FRONT TO BACK

What it costs

The pricing model off the product’s own pages. Free at the front, paid at the back. No number, because most pricing pages give none.

PILLAR HEIGHT

What stood up

Claims we read off the site and checked. A flat pin is a product we have not been able to verify anything about yet.

The 14 closest are plotted; the list below carries all 24.

EVERY ALTERNATIVE

24 products, closest wording first.

Ordered by how similarly each one describes itself to Umtri.io. That is a fact about wording, not a verdict about fit.

  1. SprintraPersistent memory workspace for AI coding agents via MCP0.79Freemiumnothing verified16d ago
  2. MUMurmellRun AI coding agents on a shared cloud canvas0.78Paidnothing verified6d ago
  3. KEKeepNowTurns coding-agent session insights into saved notes0.75Freemiumnothing verified14d ago
  4. StrunkBridges AI tools and Google Docs review comments0.75Freemiumnothing verified5d ago
  5. TwillTurns tasks from GitHub, Slack, and Linear into tested…0.74Freemiumnothing verified7d ago
  6. HopliteCloud coding agents that connect to your repo and open…0.73Freemiumnothing verified10d ago
  7. LodyTeam workspace for running coding agents in parallel0.73Freenothing verified5d ago
  8. ExecutorAn MCP gateway that connects one agent tool to all your…0.72Freemiumnothing verified11d ago
  9. ConductorRun a team of coding agents in the cloud0.72Freemiumnothing verified10d ago
  10. RelaySelf-improving coding agent harness for your terminal0.71Freemiumnothing verified6d ago
  11. CodexBarAI usage limits for macOS, in your menu bar0.71Open sourcenothing verified6d ago
  12. anytomdConverts URLs, PDFs, and documents to Markdown for AI0.71Freemiumnothing verified14d ago
  13. VeveeUsage metering and limits for AI apps, shipped as one SDK0.70Freemiumnothing verified5d ago
  14. TensorlakeSandbox infrastructure for AI agents0.68Freemiumnothing verified6d ago
  15. PRPrizedA cloud dev box that syncs files and mirrors ports to…0.68Paidnothing verified6d ago
  16. EnConvertWeb reading and file conversion API for AI agents0.68Freemiumnothing verified14d ago
  17. microservices.shCloudflare-native SaaS modules you own0.66Freemiumnothing verified14d ago
  18. Agent MacsDedicated Mac mini rental for running Claude Code or Codex…0.66Paidnothing verifiedtoday
  19. Custom DomainAutomatic DNS setup and HTTPS for customer-owned domains0.65Freemiumnothing verified9d ago
  20. TermiqueCross-platform SSH client with synced hosts, keys, and AI0.65Freemiumnothing verified5d ago
  21. Custom DomainAutomated custom domain connection, DNS, and HTTPS for SaaS0.65Freemiumnothing verified9d ago
  22. ServerBuddyLinux server management app for macOS0.62Freemiumnothing verified9d ago
  23. HEHELODesktop app for local email testing and debugging0.61Paidnothing verified17d ago
  24. OXOxcA collection of high-performance JavaScript tools written…0.56Open sourcenothing verified17d ago

SIDE BY SIDE

Umtri.io against the closest three.

Every cell read off the product’s own pages. Where we hold nothing, the cell says so rather than guessing.

Umtri.io and the 3 products whose descriptions sit closest to it, across everything measured for all of them.
MEASUREDUmtri.ioWHAT YOU HAVE NOWSprintra0.79 ALIKEMurmell0.78 ALIKEKeepNow0.75 ALIKE
Pricing modelPRICING PAGEFreemiumFreemiumPaidFreemium
Claims verifiedOUR READINGS0000
Could not checkOUR READINGS0000
Last shippedOUR READINGSnever16d ago6d ago14d ago
Last readOUR READINGStoday2d ago6d ago7d ago
Crossed λOUR READINGSnot yetnot yetnot yetnot yet
Written fromLISTINGThe siteThe siteThe siteThe site

WHAT THE FIELD COSTS · 24 PRODUCTS

Free1
Open source2
Freemium17
Paid4
Not stated0

WHAT WE HOLD ON THEM · 24 PRODUCTS

Something verified0
Crossed λ0
Shipped in the last 30 days24
Self-reported, never read0

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