Comparison

AI-Native SDLC vs io.github.keshrath/agent-tasks

AI-Native SDLC is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑18.

AI-Native SDLC is a plugin bundle for AI coding tools published by Bibuti Koley. No marketplace we read lists it any more. io.github.keshrath/agent-tasks is an MCP server published by keshrath. Marketplaces we read that list it: 3 (Official MCP Registry, Claude Code: claude-plugins-community, Community GitHub marketplaces). As of our marketplace pass on 2026-10-23. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplace	AI-Native SDLC	io.github.keshrath/agent-tasks
Community marketplace bibutikoley/ai-sdlc-claude	Removed on 2026-10-18 Version: 0.1.0 Forks (GitHub): 0 Stars (GitHub): 3 Not marked · First seen 2026-10-15	Not listed
Official MCP Registry	Not listed	Listed Version: 2.0.0 Downloads/month (npm): 842 Downloads/week (npm): 91 Forks (GitHub): 6 Stars (GitHub): 22 Not marked · First seen 2026-10-11
Claude Code: claude-plugins-community	Not listed	Listed Version: 1.10.10 Forks (GitHub): 6 Stars (GitHub): 22 Not marked · First seen 2026-10-11

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

AI-Native SDLC vs io.github.keshrath/agent-tasks
Fact	AI-Native SDLCno longer listed · 2026-10-18	io.github.keshrath/agent-tasks
Marketplaces that list it (differs)	0	3
Stars (GitHub) (differs)	3	22
Forks (GitHub) (differs)	0	6
Last release (differs)	Not published	2026-10-23
Where it runs (differs)	Installs as a plugin bundle	On your machine (agent-tasks)
Transport (differs)	Not stated	stdio
Tools it declares	Not published	Not published
Environment variables it asks for	Not published	Not published
Hooks it runs (differs)	9	Not published
Parts of the bundle (differs)	24	1
Licence	MIT	MIT
Repository (differs)	github.com/bibutikoley/ai-sdlc-claude	github.com/keshrath/agent-tasks
Changes in the last 7 days (differs)	2	5
First seen (differs)	2026-10-15	2026-10-11

Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.

What to use instead of AI-Native SDLC

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

kit

Spec-driven Claude Code workflow with verification pipeline. Hooks, slash commands, and verification subagents.

by Dwarves Foundation · Plugin bundle

Listed on: Community GitHub marketplaces · Describes nearly the same job
prodmaster-ai

Full-stack engineering ops for Claude Code. One command (/prodmasterai) covers your entire dev lifecycle: orchestrate features into parallel tasks, run 11-phase QA with health…

by sujithkrishnan-dev · Plugin bundle

Listed on: Claude Code: claude-plugins-community · Describes nearly the same job
devpace

Never re-explain your project to Claude again. devpace remembers context across sessions, manages requirement changes, and ensures quality gates — all automatically. Zero setup…

by paceforge · Plugin bundle

Listed on: Community GitHub marketplaces · Describes nearly the same job
PAPI: Persistent Adaptive Project Intelligence

Adaptive plan/build/review cycles for AI coding assistants, persisted across sessions.

by getpapi · MCP server

Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job
just-ship

Multi-agent framework for autonomous software development. A single ticket triggers a full pipeline: triage, planning, implementation, testing, PR, merge. Includes 23…

by yves-s · Plugin bundle

Listed on: Claude Code: claude-plugins-community · Describes nearly the same job
specclaw

Spec-driven development framework for Claude Code. Manages the propose → plan → build → verify → pr lifecycle with structured proposals, specs, designs, task lists, and…

by chan4lk · Plugin bundle

Listed on: Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

AI-Native SDLC

In its own words, on Community GitHub marketplaces:

AI-Native SDLC loop for Claude Code: intent -> spec -> plan -> build -> verify -> review -> release -> incident, with hooks as approval gates.

io.github.keshrath/agent-tasks

In its own words, on Official MCP Registry:

Pipeline task management for AI agents - stages, dependencies, artifacts, claiming

How to run each

AI-Native SDLC

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

io.github.keshrath/agent-tasks As a local MCP server: npm package

Claude Code

claude mcp add --transport stdio agent-tasks -- npx -y agent-tasks

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: AI-Native SDLC · What it can do: io.github.keshrath/agent-tasks · Compare two other plugins

Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on 2026-10-23. We publish no contact details for plugin publishers.