Claude Ecosystem Radar
Signal Directory · Claude · Claude Code · MCP · Agents

Claude Ecosystem Radar

162 verified sources for hearing about every new Claude feature, best practice, workflow, and breakout project — early. Organized by band, tiered by signal strength, with the under-the-radar gems marked. Every entry was checked live for activity within the last six months.

BUILT 2026-07-25 · 12 RESEARCH AGENTS · 370 LIVE WEB CHECKS · EVERY LINK VERIFIED

Essentialfollow these first Strongworth adding Nichespecific angles ◆ Hidden gemunder-followed relative to its value
Priority order

Start here: the core twelve

If you adopt nothing else, these twelve — in this order — cover roughly 90% of the signal. Everything else on the page deepens a band these open.

01

Claude Code "What's new" weekly digest

Anthropic's own weekly feature digest with runnable snippets — the single highest-signal page for Claude Code itself.

02

claude-code releases watch

Watch → Custom → Releases on the repo. Features land in CHANGELOG.md hours after shipping, days before any blog post.

03

@ClaudeDevs on X

The purpose-built official dev feed — rate-limit changes and changelog highlights that never get a blog post.

04

r/ClaudeCode + r/ClaudeAI

Where new workflows, plugins, and regressions surface within hours; 365k and 1M members respectively.

05

The Anthropic Stack

The dedicated Claude Code / MCP ecosystem newsletter — trending repos and workflows, three issues a week.

06

AINews by smol.ai

Daily digest of the top AI Discords and subreddits with per-lab sections — your safety net so nothing slips past.

07

Simon Willison

The most rigorous independent voice; Anthropic gives him embargoed previews, so day-one significance analysis starts here.

08

TestingCatalog + @btibor91

The pre-release layer: feature-gate and app-string archaeology that reports Claude features weeks before the changelog.

09

IndyDevDan (video layer)

New Claude capabilities translated into reusable engineering patterns within days; pair with AI LABS for fast tutorials.

10

awesome-claude-code + GitHub Trending

Vetted new tools weekly from the commit feed, plus a daily trending skim for breakout projects on day 2–3.

11

Hacker News saved search

Front-page Claude Code threads are where the engineering culture debates happen first; track by date via Algolia.

12

How I AI (podcast layer)

Operators screen-share complete Claude workflows in 30 minutes — the fastest way to absorb copyable setups.

Band 1 · Ground truth

Straight from Anthropic

The first-party surfaces. Three separate release-notes tracks exist — Claude Code (GitHub), the platform/API (docs), and the consumer apps (help center) — and most people only know the first.

Curated weekly layer above the raw changelog: every meaningful Claude Code feature explained by the team that built it, with runnable snippets. Unbroken weekly run since March 2026.

The earliest official surface for Claude Code features — new settings, hooks, and subagent capabilities appear here the day they ship. Watch → Custom → Releases for push notification per version; the 13k+ open issues double as a regression radar.

The run-early channel, not just hear-early: set autoUpdatesChannel: "latest" and features reach you ~a week before the stable channel gets them. Skim the changelog after each bump.

Buried in the Help Center, so almost nobody watches it — yet consumer-app features (memory revamp, Cowork rollouts, connector write tools) are documented here first and often never get a blog post.

Anthropic NewsroomEssentialseveral/week

Canonical ground truth for model launches and company announcements. No RSS feed exists — pair with @AnthropicAI or a page-watcher.

Where official Claude Code workflow guidance now lands — practical "how Anthropic intends you to use it" content (verification loops with skills, context engineering for Claude 5 models) that never reaches the newsroom.

How Claude Code features are actually built — harness design, auto mode internals, canonical best-practice guides — explaining feature intent before community folklore forms.

@ClaudeDevsEssential◆ Gemseveral/week

Launched Feb 2026 because devs said updates were hard to follow — a direct line from the team. Carries changes that get no blog post at all (e.g. temporary rate-limit increases). Least-followed official account relative to its value.

@claudeaiEssentialdaily

Product launches frequently break here minutes before the newsroom post, and launch threads carry demo videos and details the blog omits.

@AnthropicAIEssentialseveral/week

Canonical first announcement of every model and major product change — everything else on this page reacts to what appears here.

116k+ members; Anthropic staff post announcements and gather feedback. Rollout quirks and early feature sightings get discussed in real time, hours after (sometimes before) a release ships.

Claude on YouTube (@claude)Strong◆ Gem3–5 videos/week

Spun up Jan 2026, so most people only know the old channel. Carries the practical content — "How Anthropic uses Claude" internal-workflow series, feature demos — at a near-daily clip.

Anthropic AcademyStrongnew courses ~monthly

Free official training — 17+ courses across Claude Code, skills, subagents, MCP, and the API. The catalog expands in lockstep with the roadmap: a new course on a feature signals it's now considered core.

The official monthly email — zero-effort baseline that occasionally carries events, previews, and credits programs announced nowhere else.

Code with Claude (conference)Strongannual, 3 cities

Major platform announcements cluster here (2026: Managed Agents, proactive workflows). Registering for the livestream gets you future-edition notifications; recordings publish within ~10 days.

Anthropic Events & Webinars hubNiche◆ Gemseveral/month

Barely anyone tracks this page, but it's where Anthropic teaches its newest primitives live (Managed Agents, orchestration patterns). Registering gets you the recording even if you skip the live slot.

Claude Status + incident RSSNiche◆ Gemas incidents occur

First official word on degradations — often the explanation for "is it just me?" mid-session. Little-known: /history.rss puts incidents in your feed reader within minutes.

Every major Anthropic product now ships first as a waitlisted research preview. Joining the day the waitlist appears is the difference between using a product at month 1 vs month 6 — whenever an announcement says "research preview", click the link immediately.

Job reqs telegraph unannounced product lines months early — the Cowork and education pushes were both visible in hiring first. A 10-minute monthly skim of Product/Applied AI roles is consistently ahead of announcements.

Band 2 · Before the changelog

Early-signal & leak trackers

The most distinctive band on this radar: sources that see features in binaries, feature flags, SDK release notes, and docs diffs before Anthropic announces them.

TestingCatalogEssential◆ Gemdaily, often 2×

The single best pre-changelog news site: reads app strings and feature gates to report Claude features weeks early (Managed Projects, Conway agent, Opus 5 rollout prep days before launch). Also on X, LinkedIn, and Threads.

Tibor Blaho — @btibor91Essential◆ Gemdaily

The ecosystem's most reliable leak analyst — discovered the "Tengu" codename was Claude Code before launch and routinely surfaces features from internal code weeks before announcement.

Piebald-AI/claude-code-system-promptsEssential◆ Gemper release

Extracts all of Claude Code's system prompts and tool descriptions from the binary, re-extracted within minutes of every release. Diffing versions reveals unreleased features and behavior changes before anyone writes about them. 12k stars.

claude-code-changelog + @ClaudeCodeLogEssential◆ Gemper release, auto

Diffs Claude Code's prompts, feature flags, and CLI surface every release; the companion X account @ClaudeCodeLog auto-posts threaded diff summaries the moment a release drops — the earliest structured signal on Claude Code internals that exists.

ClaudeFast mechanics guidesStrong◆ Gemweekly

Documents features that exist in the binary but not the changelog — hidden settings, flag-gated features (Observer Agents), and the definitive analysis of the March 2026 npm source-map leak (44 feature flags).

anthropic-sdk-python releasesEssential◆ Gemevery 1–2 days

Auto-generated from the API spec, so every new endpoint, beta header, and model id appears here at merge time — days before the release-notes page. July 2026 alone revealed claude-opus-5 and an agent-memory beta header pre-announcement. The TypeScript sibling mirrors the signal.

Each release note documents harness internals — session handling, subagent depth caps, permission semantics — days before docs update. Subscribe via the releases.atom feed.

Even more granular than the Python sibling — interrupt controls, lifecycle hooks, sandbox network settings. Reading two weeks of these notes is the fastest map of where the agent harness is heading.

claude-code-docs mirror (ericbuess)Strong◆ Gemsyncs every 3h

Docs pages quietly change before features are announced. This mirror captures every docs change as a reviewable git commit — effectively a docs-diff feed for code.claude.com — and installs a /docs command into Claude Code itself.

anthropics org — new-repo watchStrong◆ Gemweekly check

New Anthropic products historically appear as a quiet new repo before any announcement (both plugin marketplaces did). The cheapest zero-noise early-warning system: sort by newest-created, check weekly. Same trick works on the modelcontextprotocol org.

Band 3 · Video

YouTube & video

Tiered by how much they'll change your practice: workflow-thinking channels first, then fast tutorials, then news wires and specialist angles.

IndyDevDanEssentialweekly

The most opinionated "how to think about Claude Code" channel (141k subs) — new features get translated into reusable engineering patterns (plan skills, multi-agent orchestration, model-stacking) within days, not just demoed.

AI LABSEssential2–3/week

Consistently first to ship a practical tutorial when a new Claude Code capability lands (skills, loops, subagent patterns) — the "how do I actually use this" early-signal channel. 144k subs.

Cole MedinEssential~2/week

Toy demos → production agent architecture (218k subs). Builds complete systems on camera and open-sources the scaffolding (Archon orchestrator), so patterns reach you as runnable code.

AI Engineer (conference archive)Essentialbursts per conference

Frontier Claude Code and agent practice gets presented here first — including by the Claude Code team itself (Boris Cherny's talks). 121 talks from World's Fair 2026 alone; Code Summit lands November 2026.

Theo — t3.ggStrongnear-daily

Sharpest same-day engineering take when Anthropic ships (553k subs) — pressure-tests claims within hours and surfaces advice from Claude Code's creators to a huge audience.

Simon ScrapesStrong◆ Gem2–3/week

Almost fully dedicated to Claude Code and Cowork (94k subs) with unmatched speed-to-coverage — new capabilities get a hands-on video within a day or two. Under-followed relative to how early and Claude-specific he is.

AI JasonStrongweekly

Measured experiments rather than tutorials (228k subs) — e.g. cutting 35% of tokens on Fable 5 — the kind of finding that changes how you configure Claude Code.

Nick SaraevStrong3–4/week

The most rigorous "build for profit" educator (480k subs; his Claude Code full course has ~1.4M views) — spends real money benchmarking new Claude models within a day of release.

Matthew BermanStrongdaily

Your video news wire for Claude (626k subs): reliable day-zero testing and context against rivals within ~24 hours of any Anthropic release.

The strongest "Claude for business operators" channel (870k subs) — practical business-impact tests of each release, plus standard onboarding material ("Master 95% of Claude Code in 36 Minutes").

David OndrejStrong2–3/week

Claude Code practice content ("Bad Claude Code Habits") plus interviews surfacing how senior engineers actually run Claude at work. 404k subs.

Ras MicNiche◆ Gemweekly

Working-engineer perspective without hype (97k subs) — reports what $1,000 of Fable 5 actually buys, honest subscription comparisons, and digs up undocumented Claude Code features early.

Edmund YongStrong2–4/month

Indie-hacker angle with receipts (160k subs) — real revenue, and his entire Claude Code config (14 slash commands, 11 agents) published as a free clonable plugin.

Sabrina RamonovNiche◆ Gemdaily

Almost never appears on developer lists yet ships near-daily substantive content — the best window into non-coding Claude Code workflows: content ops, brand-rule validation, /goal and Routines automation. 329k subs.

ZazenCodesNiche◆ Gemweekly

Genuinely under-the-radar (16k subs, senior-level content): subagent teams, sharing skills across Claude Code/Codex/Cursor, and CLAUDE.md structuring at a configuration depth the big channels skip.

AICodeKingNichedaily

Pure early-signal volume (131k subs): if a Claude model or coding-agent tool launched in the last 24 hours, there's a blunt hands-on verdict here — useful radar even when you disagree with it.

The most prolific "Claude Code for revenue" channel (151k subs) — SEO pipelines, Claude-built CRMs — and an early adopter of each new capability applied to concrete money use cases.

Wes RothNichedaily

Anthropic-tilted news channel (324k subs) covering Claude strategy/safety storylines and standout community builds that pure tutorial channels skip.

Band 4 · Where things surface first

Communities & forums

The English staples, then the genuinely underused edge: Japan, China, and Korea have some of the deepest Claude Code scenes anywhere — code blocks and configs need no translation.

r/ClaudeAIEssentialhundreds of posts/day

Crossed 1M members in July 2026. The highest-volume English venue where new features, regressions, limit changes, and viral workflows surface within hours; Anthropic staff and ambassadors engage here.

r/ClaudeCodeEssentialdozens of posts/day

The purest daily signal on Claude Code specifically (365k members, ~3,400% year-over-year growth) — new CLAUDE.md patterns, plugins, and agent workflows appear here before they get blogged about.

Hacker News saved searchEssentialseveral stories/week

Where engineering-culture shifts get debated first; comment sections surface tools days before newsletters. Ten 50+ point "claude code" stories in a recent 11-day window. Feed version: hnrss.org/newest?q="claude code".

Zenn Claude Code topic (Japan)Strong◆ Gemmultiple articles/day

One of the largest Claude Code scenes anywhere: 8,500 articles and 156 full books. Japanese engineers publish unusually deep, config-heavy write-ups months before equivalent English posts exist — browse Trending with auto-translate.

7,155 posts, 19k followers, more enterprise-practical than Zenn. Trending posts hit hundreds of likes — a signal for which techniques Japan's power-user base has actually validated.

LINUX DO (China)Strong◆ Gemmultiple threads/day

China's Claude Code community iterates hard on cost optimization and workflow frameworks — a crowd-built 1,000+ reply FAQ mega-guide and frameworks like Trellis open-sourced from months of intensive use. Search "Claude Code" on-site and auto-translate.

GeekNews (Korea)Strong◆ Gemdaily + weekly digest

The "Korean Hacker News", with unusually heavy Claude Code coverage reflecting Korea's enterprise adoption (NAVER org-wide; Anthropic opened Seoul June 2026). Leak analyses and hidden-feature roundups often appear before English equivalents. RSS + weekly digest.

GPTers (Korea)Niche◆ Gemdaily

Large Korean practitioner community publishing detailed, replicable Claude Code build logs (KakaoTalk-bot pipelines, phone automation) that rarely get translated — workflow ideas the English ecosystem hasn't absorbed yet.

Clauders — global meetup networkStrong◆ Gemnew events weekly

Community-run hub listing hundreds of Claude Code meetups worldwide, Seoul to Berlin to NYC — the one directory for finding (or starting) one near you.

Claude Community calendar (Luma)Strong◆ Gemmultiple events/week

Single subscribe-able calendar for Claude events worldwide, linked from claude.com/community. Many sell out — following the calendar is how you get in early.

Claude Code AnonymousStrong◆ Gemper city, ~monthly

Peter Steinberger's unrecorded lightning-talk format — the frankest practitioner knowledge (what works in production, real cost numbers) only exists in the room. Active chapters include London, Vienna, Berlin, SF; find editions on Luma.

r/AnthropicNichemany posts/day

The canary channel (190k members): usage-limit changes, billing incidents, and model-behavior chatter get reported here fastest — read for what's breaking, not for workflows.

r/vibecodingNichedozens of posts/day

Cross-tool perspective (322k members): launch stories and comparisons showing where Claude Code sits versus Cursor/Codex in real workflows.

DEV Community claudecode tagNicheseveral posts/day

Lower noise floor than Reddit for how-I-actually-use-it posts; indie tool authors tend to announce here alongside GitHub.

LobstersNiche◆ Gema few threads/month

A more senior, skeptical crowd than HN — threads dissect regressions and security concerns with unusual rigor. A good early-warning channel for problems, not just hype.

Band 5 · Curated for you

Newsletters & digests

Two dedicated Claude newsletters exist now — most people don't know either. Then the high-signal generals that never miss an Anthropic story.

The Anthropic StackEssential◆ GemMon/Wed/Fri, free

The dedicated Claude Code / MCP ecosystem newsletter (12k subscribers) — Monday industry signal, Wednesday build guides, Friday trending repos. Surfaces ecosystem movement days before general AI newsletters notice.

AINews by smol.aiEssentialdaily, free

Machine-summarized, human-curated digest of the top AI Discords, subreddits, and X — with per-lab sections so Anthropic news is easy to scan. Read by 150k+ AI professionals; email + RSS.

Simon Willison's NewsletterEssentialweekly, free

The weekly email edition of the most rigorous independent LLM commentary — day-one Claude analyses, often where a new capability's real significance first gets articulated.

The deepest recurring Claude Code workflow coverage anywhere: parallel-agent setups, CLAUDE.md patterns, a Claude Code course, podcast access to the Claude Code creators, and honest model verdicts within days of each release.

Latent SpaceStrongweekly-ish, freemium

Same-day technical analysis of Anthropic releases from an engineer's perspective, plus the AI Engineer conference pipeline — architectural takes on why Claude wins at coding reach you here first.

The Pragmatic EngineerStrongweekly, freemium

Unmatched reported access to the Claude Code team itself — "How Claude Code is built" and the Boris Cherny interviews revealed internal workflows (90% AI-written code) you can't get anywhere else. Ideal for the engineering-leadership angle.

TLDR AIStrongdaily, free

Reliable next-morning coverage of every Claude development with primary-source links — a low-effort safety net (1.1M subscribers).

Ben's BitesStrong2–4/week, free

Fast, opinionated takes on Anthropic moves from a builder's perspective — good for catching how the builder community is actually reacting.

Claude Code Masterclass (Joe Njenga)Niche◆ Gemaims weekly, irregular

One of very few 100%-Claude-Code newsletters with real technique depth — "Last Week In Claude Code" distills each release wave into what to change in your setup. Caveat: cadence is irregular in practice.

Skills WeeklyNiche◆ Gemweekly, free

Purpose-built for the Claude skills/plugins ecosystem, with a "Rising Stars" leaderboard of fastest-growing repos. Caveat: recency evidence was thinner than other picks — verify the first issue you receive.

Band 6 · Individual voices

Practitioner blogs

Engineers who publish repeatedly about Claude Code practice — these are where the vocabulary of the field (context engineering, compound engineering, Ralph loops) gets coined, months before it's mainstream.

Simon Willison's WeblogEssentialmultiple posts/day

The de-facto daily chronicle of the LLM/agents world — covered the Opus 5 launch and Boris Cherny's prompt-injection notes within a day, and regularly surfaces Claude Code team interviews and obscure changelog details before anyone else digests them.

Armin Ronacher (lucumr)Essential1–2/week

Flask's creator on agentic coding practice — catches regressions and pattern shifts early ("Better Models: Worse Tools" dissected a Claude tool-calling regression before it was widely discussed).

Jesse Vincent (obra)Essential~weekly

Author of Superpowers, the most-installed Claude Code skills framework. New agentic patterns land here first — reading him is effectively watching the Claude Code skills meta evolve in real time.

ClaudeLogStrongcontinuously updated

The closest thing to unofficial documentation of Claude Code internals and technique names (run by an r/ClaudeAI mod and Claude Developer Ambassador), with a maintained changelog tracking each release within days.

Original thinking on what programming with agents feels like, plus weekly "Joy & Curiosity" roundups that consistently surface the best Claude Code writing before it trends.

Geoffrey HuntleyStrong1–3/month

Originator of the Ralph loop (unattended agent loops); consistently 6–12 months ahead of consensus on what autonomous coding agents can do.

The most credible bridge between software-design fundamentals and agent-era practice — his augmented-coding and Genie series reframe why agentic workflows succeed or fail.

Drew BreunigStrong◆ Gemweekly–biweekly

Tightly-argued Claude Code teardowns most people miss — "How Claude Code Builds a System Prompt", "The Problem is Prompt Debt" — he names emerging concepts early and precisely.

Home of "compound engineering" — turning every PR and review into permanent lessons Claude Code applies automatically, shipped as a plugin (37 skills, 51 agents) the Claude Code team itself embraced.

HumanLayer blog (Dex Horthy)Strong◆ Gem~monthly

Coined "context engineering"; publishes research-grade posts on harness engineering and spec-first workflows — defines the vocabulary the whole field adopts next.

Mario ZechnerStrong◆ Gem~monthly

Reverse-engineers Claude Code itself (claude-trace, cchistory, MCP-vs-CLI benchmarks) — nobody else publishes this level of empirical internals work.

Shrivu Shankar (sshh.io)Strong◆ Gemevery 1–2 months

Each post is a near-complete field manual — "How I Use Every Claude Code Feature" (534-point HN front page) and "Everything Wrong with MCP" are among the most-cited practitioner references.

Peter SteinbergerStrongsporadic in 2026

Wrote the defining 2025 agentic-engineering essays and founded Claude Code Anonymous; rarer posts now (energy moved to OpenClaw and X), but each one is a state-of-the-practice snapshot.

Harper ReedNicheevery 1–3 months

Operationalizes Claude Code beyond the terminal before others try — remote Claude Code from a phone, Claude doing email via MCP. Infrequent, but each post spawns imitators.

Band 7 · Follow the humans

People & feeds — X, Bluesky, LinkedIn, Twitch, TikTok

The Anthropic insiders first (all handles verified), then the independent power users, then the networks most dev lists ignore entirely.

Boris Cherny — @bchernyEssentialseveral/week

Creator and head of Claude Code. The single highest-signal individual: feature previews, team workflows, "hidden and under-utilized features" threads, and philosophy ("build for the model of six months from now").

Cat Wu — @_catwuEssentialweekly

Head of Product for Claude Code — roadmap-adjacent signal on what Claude Code is becoming and the product reasoning behind launches, before blog posts land.

Thariq Shihipar — @trq212Essentialseveral/week

Claude Code engineer (265k followers) with the best engineering-internals threads — prompt caching, harness design, spec-based building — routinely preceding official blog posts.

Claude Relations — the reliable launch-day explainer for every feature, written like a developer showing a colleague something cool.

Ado Kukic — @adocompleteStrong◆ Gemnear-daily

DevRel lead; the most consistent per-feature tip machine from inside Anthropic — small features surfaced the day they ship that you'd otherwise miss. Ran "Advent of Claude".

MCP co-creator — spec releases, SDK changes, and governance news announced on this account first.

Anthropic CPO — posts about models he's "been building with for a couple weeks" on launch day, effectively confirming what's coming.

If you follow one non-Anthropic account, it's this one. Also the best Claude signal on Bluesky (bsky.app/profile/simonwillison.net) and Mastodon.

The most respected practitioner voice on HOW to run Claude Code well — his patterns get adopted community-wide months later.

The only account that both interviews the Claude Code team in depth and calls out breakage within hours — a balanced early-warning channel.

Kieran Klaassen — @kieranklaassenStrong◆ Gemseveral/week

Compound engineering's creator — a complete, copyable methodology for making Claude Code smarter every session, not one-off tips.

claude-trace creator — sees what Anthropic doesn't document. The earliest, most technical warning system for "why did Claude Code just change?"

Dan Shipper — @danshipperStrongseveral/week

Gets genuinely early access (had Claude Code web/mobile pre-launch) and leads the "Claude Code beyond engineering" conversation — predicted the non-technical wave a year before Cowork.

swyx — @swyxStrongdaily

The context layer: tracks Claude Code's competitive position and which techniques the AI-engineer community is converging on.

Fastest translator of new Claude capabilities and Anthropic research into runnable demos and skills — shows what a feature is actually FOR days after it drops.

Bluesky "Claude Code" custom feedNiche◆ Gemcontinuous

One pin closes the migrated-voices blind spot: every Bluesky post mentioning Claude Code, from the senior-engineer demographic that left X. Companion feed "AI Coding Agents" covers CLAUDE.md/AGENTS.md/MCP posts.

@anthropicbot (Bluesky)Niche◆ Gemper announcement

Mirrors Anthropic's announcements into Bluesky in full-thread form — the working launch wire there (Anthropic's own Bluesky handle appears deactivated).

Team-member LinkedIn posts carry launch context that never hits X — Cherny's July 2026 return to Anthropic was itself broken via LinkedIn.

ThePrimeagen (Twitch)Strong~3 streams/week

When a Claude release drops, his live reaction happens within hours — before any edited video exists — and visibly steers what the dev community debates next. ~296k followers.

Riley Brown (TikTok)Strongmultiple/week

The biggest short-form AI-coding creator (~1.5M followers) — niche Claude Code tricks as 60-second demos that never get long-form treatment, reaching a completely different discovery graph.

TikTok #claudecode tagNiche◆ Gemweekly skim

Viral Claude Code micro-tricks break here among sub-10k-follower creators before any established channel covers them. Skim the tag weekly rather than following individuals.

Band 8 · Code & discovery

GitHub & project discovery

Repos to watch, the frameworks that define practice, and the trackers that catch breakout projects on day two of their existence.

The canonical official plugin marketplace (~100+ plugins, 32k stars). Watching commits to marketplace.json shows every new official and partner plugin the day it lands — and signals which integrations Anthropic considers first-class.

anthropics/skillsEssentialweekly

Official Agent Skills collection (164k stars — one of the largest repos in the ecosystem). New official skills land first; diffs show how Anthropic's skill-authoring conventions evolve, upstream of every community collection.

obra/superpowersEssentialmultiple/week

The biggest community phenomenon in the ecosystem (~261k stars): skills-driven development methodology. New workflow patterns — and the vocabulary the community adopts — tend to originate or get canonized here.

The longest-running, best-curated awesome-list (51k stars) — hand-picked, not PR-spam. Watching the commit feed surfaces vetted new tools weekly without trawling trending yourself.

GitHub TrendingEssentialdaily skim

Where "cool projects" break first — Claude-ecosystem breakouts appear on day 2–3. Pair with a recently-created repo search for what the algorithm misses.

Steve Yegge's multi-agent workspace manager — the breakout orchestrator of 2026 (17k stars in 7 months). Following it puts you at the frontier of multi-agent practice before it trickles into blog posts.

wshobson/agentsStrongweekly

The largest source of production-grade agent/plugin definitions (38k stars), now cross-harness — its evolution is itself a leading indicator of where the plugin format war is going.

Fast-moving catalog of installable agents, commands, hooks, and MCPs (30k stars) — new component types appear right after Anthropic ships a new extension mechanism.

New API capabilities usually get a runnable recipe here around launch — the clearest "how Anthropic intends you to use it" signal for API/Agent SDK features. (The old anthropics/courses repo has gone stale; this is the live surface.)

The reference project for running Claude Code across models/providers (36k stars); its release notes track every change in Claude Code's internal request surface — an early-warning system for under-the-hood changes.

BMAD-METHODStrongseveral/week

The main alternative school to Superpowers for structured agentic development (51k stars) — major releases shift how a large slice of the community runs planning-first workflows.

ryoppippi/ccusageNichemultiple releases/week

The standard token-usage/cost CLI (17k stars); its releases double as news about the billing/limits layer — the maintainer reverse-engineers Anthropic's changes within days.

Highest-velocity experimental swarm-orchestration project (66k stars). Treat as an idea feed for maximalist multi-agent concepts — the community is polarized on its claims vs verified results.

The persona/command school of customization (24k stars) — its releases show what each new native Claude Code capability actually replaces.

Only ~312 stars but updated daily by Anthropic — watching commits shows every community plugin the moment it passes review, earlier than any directory site, and quietly tracks the Claude Cowork surface too.

anthropic-claude-timelineNiche◆ Gemnear-daily

A continuously maintained chronological feed of everything Anthropic ships, kept as a watchable repo. At 3 stars it's completely unknown — yet it substitutes for tracking half a dozen announcement channels manually.

Chat2AnyLLM/awesome-claude-skillsNiche◆ Gemdaily, automated

Not a hand-written list: an automated census of the skills ecosystem — ~1,600 source repos and ~92,000 skills tracked. Surfaces new skill repos the day they appear, long before curated lists.

claudemarketplaces.comStrong◆ Gemdaily

The largest community directory — 23,400+ skills, 12,700+ MCP servers — ranked by install count and votes, so new tools gaining real adoption surface days after publication.

Star History blogStrong◆ Gemmonthly

Star-velocity analysis that validates which breakouts are durable vs one-day spikes — repeatedly themes issues around the Claude ecosystem (a whole issue on Skills; "The 65 open-source packages that power Claude Code").

A surprisingly clean feed of official feature launches with community reception attached; follow the product to get notified per launch.

Does the trending-triage for you — weekly analysis of ~24 fastest-growing and newly-created repos, dominated in 2026 by Claude ecosystem breakouts.

Band 9 · The protocol layer

MCP ecosystem

MCP changes flow downstream into every Claude workflow. The upstream signal — spec proposals and maintainer channels — is where protocol shifts are visible months early.

Protocol changes are literally born here as Specification Enhancement Proposal PRs — MCP Apps, Tasks, and stateless MCP were all visible months before release. Watch the SEP label to know exactly what the next spec release contains.

Model Context Protocol BlogStrong◆ Gem~monthly

Written by the maintainers — spec revisions and roadmap announced here before any newsletter covers them (the largest spec rewrite since launch appeared here first). Has RSS.

PulseMCP (directory + newsletter)Essential◆ Gemdirectory daily; letter bi-weekly

The largest daily-updated MCP directory (22k+ servers) plus a digest written by two MCP Steering Committee members — governance-adjacent context reaches you here before the tech press.

r/mcpStrongmany posts/day

New MCP servers and ecosystem practices debut here (115k members, +137% yearly); mods hand out server-author flairs that gate private builder channels.

MCP Contributors Discord (official)Niche◆ Gemdaily + live calls

Small (4.2k members) and dense with the people who steer MCP — working groups, SEP discussion, and public office hours with maintainers. Protocol changes reach here before anywhere else.

The larger user-facing MCP server (~13k members) where server builders announce and debug day-to-day — good for "has anyone built X yet".

modelcontextprotocol/serversStrongseveral/month

The official reference implementations (89k stars) — which servers get added or archived tells you where the protocol is going in practice.

The canonical index new MCP servers publish into, which clients increasingly resolve against — the infrastructure layer of MCP discovery.

The dominant community list (91k stars) — new servers get PR'd within days of launch; a weekly diff scan is the cheapest discovery habit.

SmitheryStrongcontinuous

The "Docker Hub of MCP" (430k+ monthly devs) — usage-ranked listings show which servers developers actually adopt, a trending signal the official registry lacks.

Glama MCP registryNiche◆ Gemcontinuous

The deepest raw catalog (60k+ servers) with per-server quality and security metadata — spot new servers the moment they're indexed and vet them before adoption.

MCP Dev Summit (YouTube)Strong◆ Gembursts per summit

Summit keynotes are where MCP maintainers state the roadmap out loud — gateways, gRPC transport, and protocol hardening all surfaced here first. 95+ sessions from the 2026 NYC summit alone.

Band 10 · Long-form

Podcasts, courses & talks

Where Anthropic leadership goes long-form, and the structured paths for going deep on a feature the month it matters.

How I AI (Claire Vo)Essential~weekly

30-minute screen-share demos of one concrete workflow per episode — the fastest way to absorb copyable Claude setups from top operators; turns Anthropic announcements into practice within days.

Latent Space PodcastEssential1–2/week

The highest-signal long-form interviews in the space — new Anthropic product directions often get their first deep technical airing here (e.g. the Claude Cowork/Desktop engineering episode).

The densest talk archive on Claude Code/agents straight from the teams that build them — roadmap-level announcements premiere here before docs catch up.

Honest practitioner takes from an agent-first company — including candid "why we switched" comparison episodes that tell you when Claude leads and when it lags.

Lenny's PodcastStrong~2/week, Claude sporadic

Where Anthropic leadership explains Claude Code's product philosophy long-form — the Boris Cherny episode is the single best strategic read on where Claude Code is going.

Claude-relevant news gets a same-day or next-day dedicated ~20-minute episode — nothing major slips past even in a busy week.

Dwarkesh PodcastStrong2–3/month

Marathon Anthropic leadership interviews — the earliest window into strategy and model-roadmap thinking; the 2026 Dario Amodei episode shaped months of ecosystem discussion.

The Cognitive RevolutionStrong2–3/week

The best bridge between Anthropic's research output and practice — interpretability papers dissected so you understand WHY Claude behaves as it does, not just what shipped.

ThursdAI (Alex Volkov)Strong◆ Gemweekly live

Under-the-radar early-warning system — the live panel has discussed unreleased Claude Code capabilities before public release, and the monthly release index backfills anything you missed.

Claude Code CastNiche◆ Gemweekly

The only recurring show scoped 100% to Claude Code — a 15–20 minute weekly digest that never skips a release week. Caveat: AI-generated hosts; treat as a news filter, not expert commentary.

DeepLearning.AI × Anthropic short coursesStrongnew course per major feature

Free-to-audit courses taught by Anthropic's Head of Technical Education — Claude Code, MCP, and Agent Skills with sandboxed labs; new features tend to get a course within a couple of months.

Frontend Masters: Claude Code (Lydia Hallie)Strongone-off + live workshops

Free full-length course taught by an actual Claude Code team member — the definitive walkthrough of the 2026 configuration surface (skills, hooks, parallel agents, MCP, plugins).

egghead.io Claude Code lineStrong◆ Gemseveral courses/year

Under-the-radar relative to its depth — John Lindquist's power-user workshops go further into scripting the Agent SDK, hooks, and multi-agent "software factory" patterns than any mainstream course.

Band 11 · Model-watch

Leaderboards & model-watch

Where model and harness changes register before marketing does — including stealth checkpoints under codenames.

Terminal-BenchEssential~weekly

The de-facto agentic-CLI benchmark — new Claude checkpoints and harness improvements show up as ranked submissions first; every frontier-lab release now cites it.

First neutral read on whether a new Claude model actually moves the agentic needle — scores harness+model combos across SWE-bench and Terminal-Bench plus token-efficiency.

Arena (ex-LMArena)Strongcontinuous

Anthropic stealth checkpoints historically appear here under codenames before announcement ("leopard" = Opus 4.1) — battling anonymous models in the WebDev/Agent arenas is a genuine pre-release detection channel.

OpenRouter RankingsStrongreal-time

Actual usage, not benchmark hype — new Claude models register adoption shifts within hours, and trend lines telegraph where the agentic-coding market is going.

SWE-bench VerifiedNicheper major release

Still the number every Claude release leads with; the top is saturating, so treat it as confirmation rather than discovery.

Make it reach you

Wire it up

A radar only works if the signal comes to you. Three mechanical moves, then a sustainable routine.

Move 1 · GitHub watches

Watch → Custom → Releases

  • anthropics/claude-code — every version, push-notified
  • anthropics/anthropic-sdk-python — API changes at merge time
  • anthropics/claude-agent-sdk-python (or TS) — harness internals
  • obra/superpowers + hesreallyhim/awesome-claude-code — the community meta
  • Bookmark anthropics org sorted by newest-created; check weekly for quiet new repos
Move 2 · Subscriptions

Email & social follows

  • Newsletters: The Anthropic Stack, AINews, Simon Willison, official Claude Developer Newsletter
  • X: @ClaudeDevs, @bcherny, @btibor91, @ClaudeCodeLog with notifications on
  • Set Claude Code to autoUpdatesChannel: "latest" — run features a week early
  • Join every research-preview waitlist the day it appears
Move 3 · The routine

Daily 5 · Weekly 30 · Monthly 15

  • Daily (5 min): @ClaudeDevs, AINews issue, GitHub Trending skim
  • Weekly (30 min): "What's new" digest, r/ClaudeCode top posts, HN saved search, awesome-claude-code diff, one video from Band 3
  • Monthly (15 min): careers-page skim, Academy catalog, Star History roundup, leaderboards, Luma events calendar

RSS bundle — paste into any feed reader

status.claude.com/history.rss — incidents within minutes github.com/anthropics/claude-code/releases.atom — every Claude Code release github.com/anthropics/anthropic-sdk-python/releases.atom — API surface changes github.com/anthropics/claude-agent-sdk-python/releases.atom — agent harness changes hnrss.org/newest?q=%22claude+code%22 — every HN Claude Code story simonwillison.net/atom/everything/ — the daily chronicle theanthropicstack.substack.com/feed — the ecosystem digest registerspill.thorstenball.com/feed · newsletter.kentbeck.com/feed · blog.sshh.io/feed — practitioner essays zenn.dev/topics/claudecode/feed — Japan's Claude Code firehose

Every source on this page is pollable. The whole radar can also run as a scheduled agent — a weekly sweep of these feeds distilled into a digest delivered to you, so the checking itself costs zero attention.

Compiled 2026-07-25 from a 12-agent research sweep (370 live web checks). Every entry verified for activity within the last six months at compile time; cadences and follower counts are as-of that date. Tier and gem labels are editorial judgments about signal-per-minute for a practitioner who wants new ideas early. Sources known to have caveats (irregular cadence, AI-generated hosts, polarizing claims) carry the caveat inline.