Daily AI Implementation Scout Council, 2026-10-15

Today's ranked top 20

test firstClaude (Axion)27 / 35

Claude Marketplace plugin

Anthropic opened a unified marketplace inside Claude for connectors, plugins and partner built agents. In Claude Code you reach it with the plugin directory command.

What it does for you: This is where YY would now go first to find and vet new Claude Code plugins and MCP connectors instead of scattered GitHub repos. It also means future scout picks that are plugin shaped should get checked against this directory before being treated as obscure finds.

In practice: This is the real structural news of the cycle, it changes how Claude Code users discover tools going forward.

For: Claude (Axion). This is Anthropic's own plugin directory inside Claude and Claude Code. Hermes has no equivalent surface.

Security3

Quality4

Auditability3

Useful to you5

Useful to community5

Buildable now5

Hermes2

Verdict: test first. Worth a direct look at the directory itself, but 2,000 plus listings is a discovery surface, not a quality filter, so nothing here should be installed on volume alone.

Install: open Claude Code and run the plugin directory command to browse. Review before enabling any plugin.

Source · Launched September 23, 2026 with 2,000 plus connectors and plugins at launch, partners include Atlassian, Google, Notion, Salesforce, Cursor and Lovable per Bleeping Computer and gHacks coverage the same week.

test firstClaude (Axion)27 / 35

anthropics/claude-plugins-official plugin

Anthropic's own curated, safety screened directory of Claude Code plugins, kept separate from the open community marketplace.

What it does for you: This is the safer of the two marketplaces to point YY at when he wants a vetted plugin rather than a viral but unreviewed repo. It already houses several skills YY has enabled, superpowers, skill-creator and frontend-design.

In practice: Solid, boring, trustworthy, the right default answer when someone asks where to find a Claude Code plugin.

For: Claude (Axion). Official Anthropic Claude Code plugin repository, not usable outside the Claude Code plugin system.

Security4

Quality4

Auditability4

Useful to you4

Useful to community4

Buildable now5

Hermes2

Verdict: test first. Worth a periodic browse for new curated additions now that the wider Claude Marketplace increases submission volume into it.

Install: run the Claude Code plugin install flow and browse claude-plugins-official directly, or add a specific plugin by name such as superpowers or skill-creator. Review before enabling.

Source · Star history tracking shows roughly 32,700 to 38,000 stars with a global rank near 979, commit activity last recorded October 14, 2026.

watchClaude (Axion)27 / 35

obra/superpowers plugin

A workflow skill pack covering brainstorming, planning, test driven development, debugging, code review and verification, built by Jesse Vincent and accepted into Anthropic's marketplace.

What it does for you: YY already has this enabled, superpowers at claude-plugins-official is set to true in his own settings file. This entry is here mainly so the registry tracks it and flags any new skill additions to the pack in future runs.

In practice: Genuinely the most talked about skill pack of the cycle, but the hype reporting around its star count is noisy enough that any specific number should be verified directly on GitHub, not quoted from an aggregator.

For: Claude (Axion). Built specifically as Claude Code SKILL.md files invoked through Claude Code's own skill system.

Security3

Quality3

Auditability4

Useful to you4

Useful to community5

Buildable now5

Hermes3

Verdict: watch. Already adopted in YY's own environment, nothing new to build, worth tracking only for future additions to the pack.

Install: already enabled in YY's settings.json as superpowers at claude-plugins-official. No further install action needed. Review before enabling any new skills added to the pack.

Source · Multiple independent writeups report star counts ranging from roughly 150,000 to over 280,000 in the same week, that spread is itself the signal to treat any single number with caution. Confirmed accepted into Anthropic's marketplace per September 2026 coverage.

newbuild nowBoth runtimes30 / 35

Playwright MCP Server and Workspaces plugin

A Microsoft backed MCP server giving any MCP capable agent browser automation tools without installing Playwright or managing browser binaries locally. It reads the accessibility tree rather than raw pixels to navigate pages.

What it does for you: This gives YY a ready, Microsoft supported way to let an agent click through real web pages, forms and dashboards during a build or a verification pass, instead of writing custom Playwright glue code each time.

In practice: The most enterprise credible option in this category, backed by real Microsoft infrastructure rather than a single maintainer's side project.

For: Both runtimes. MCP is a client agnostic protocol. Any MCP capable agent runtime, including Hermes once it adds MCP support, could add this server.

Security4

Quality5

Auditability4

Useful to you4

Useful to community5

Buildable now4

Hermes4

Verdict: build now. Core server reached general availability at v1.59 with 37,745 GitHub stars and active commits as recently as September 28, 2026, this is mature enough to wire in directly for browser automation tasks.

Install: add microsoft/playwright-mcp as an MCP server in Claude Code settings, or use the hosted remote preview if already on Azure. Checked YY's enabledPlugins list in settings.json, no playwright entry found yet, not enabled as a packaged plugin there. Review before enabling.

Source · Remote MCP server announced in preview September 17, 2026, core server reached general availability at v1.59 after shipping in preview at v1.54, 37,745 GitHub stars as of October 2, 2026, last code push September 28, 2026.

test firstBoth runtimes27 / 35

LangGraph repo

Graph based runtime from LangChain for building stateful, multi actor agent workflows with explicit control flow, checkpointing and human in the loop steps.

What it does for you: If YY ever needs an agent workflow with real branching logic and resumable state, rather than a single prompt loop, this is the production safe default to reach for instead of hand rolling control flow.

In practice: Still the safest pick for anything mission critical, even if the API surface is heavier than simpler frameworks.

For: Both runtimes. Pure Python graph runtime, model and host agnostic, usable from either Claude based tooling or a Hermes process.

Security4

Quality5

Auditability3

Useful to you3

Useful to community5

Buildable now4

Hermes3

Verdict: test first. Mature and widely used, but the near weekly minor version churn means a real build should pin a version and test upgrades deliberately rather than tracking latest.

Build #5 LangGraph: use the ai-implementation-build-intake skill to build this safely. Source: https://github.com/langchain-ai/langgraph. Save canonical skill/agent under AXION\Skills and AXION\Agents.

Source · v1.2.15 released October 12, 2026, following v1.2.14 on October 6, 2026, roughly 40,000 plus GitHub stars as of late August 2026.

watchBoth runtimes21 / 35

Microsoft Agent Framework repo

MIT licensed SDK and runtime for building and orchestrating multi agent workflows, a successor that merges the Semantic Kernel and AutoGen lineage, with Python, .NET and a Go preview.

What it does for you: Mostly a competitive signal rather than a direct need right now, YY's stack is Claude Code centric, but this is worth knowing about if a future client project is Microsoft or Azure heavy.

In practice: Feels like Microsoft's bid to unify its fragmented agent story, worth watching but not yet as battle tested as LangGraph.

For: Both runtimes. MIT licensed SDK with Python and .NET support, not tied to a specific host, could run inside Hermes or a standalone script.

Security3

Quality4

Auditability3

Useful to you2

Useful to community4

Buildable now3

Hermes2

Verdict: watch. Young at 1.0, the harness features and API surface are still shifting, no immediate fit for YY's current Claude centric stack.

Build #6 Microsoft Agent Framework: use the ai-implementation-build-intake skill to build this safely. Source: https://github.com/microsoft/agent-framework. Save canonical skill/agent under AXION\Skills and AXION\Agents.

Source · v1.0 reached general availability April 3, 2026, the Agent Harness bundle, planning, context compaction, tool approval and observability, reached general availability in August 2026 per InfoQ.

watchBoth runtimes21 / 35

Google Agent Development Kit 2.0 repo

Code first toolkit for building and deploying agents, version 2.0 replaced the hierarchical executor with a graph based workflow engine supporting fan out, fan in, loops, retries and built in human in the loop.

What it does for you: A genuine re platform rather than a version bump, worth knowing about as a comparison point if a client project is Google Cloud or Gemini centric, not an immediate fit for YY's Claude first stack.

In practice: The most architecturally interesting update this year among the orchestration frameworks, a real rebuild rather than a changelog bump.

For: Both runtimes. Code first toolkit shipping Python, Go and TypeScript ports, host agnostic.

Security3

Quality4

Auditability3

Useful to you2

Useful to community4

Buildable now3

Hermes2

Verdict: watch. Interesting re architecture, but three separate language ports reached general availability months apart, so feature parity between them is not guaranteed yet.

Build #7 Google Agent Development Kit 2.0: use the ai-implementation-build-intake skill to build this safely. Source: https://github.com/google/adk-python. Save canonical skill/agent under AXION\Skills and AXION\Agents.

Source · Python 2.0.0 reached general availability May 19, 2026, Go 2.0.0 on June 30, 2026, TypeScript 2.0.0 on August 21, 2026.

watchBoth runtimes21 / 35

CrewAI repo

Role based multi agent framework where agents collaborate as a crew with defined tasks, popular for quick start team of agents setups.

What it does for you: Could be useful for a quick prototype where YY wants several named roles cooperating on a task without building explicit graph logic, though the current build already leans on direct subagent dispatch rather than this kind of framework.

In practice: Still the easiest on ramp for non engineers wanting a team of agents mental model.

For: Both runtimes. Python library, model and host agnostic.

Security3

Quality4

Auditability3

Useful to you2

Useful to community4

Buildable now3

Hermes2

Verdict: watch. Easy to pick up, but YY's current subagent and workflow tooling already covers this role based pattern without adding a new dependency.

Build #8 CrewAI: use the ai-implementation-build-intake skill to build this safely. Source: https://github.com/crewAIInc/crewAI. Save canonical skill/agent under AXION\Skills and AXION\Agents.

Source · v1.15.26 released October 8, 2026, continuing a near weekly release cadence through the year.

watchStandalone tool22 / 35

OpenAI Agents SDK repo

Production successor to OpenAI's experimental Swarm project, a lightweight orchestration library with guardrails, tracing, sessions and hosted tool support.

What it does for you: Mainly useful if a future client build is explicitly OpenAI API based rather than Claude based, otherwise not a direct fit for YY's current stack.

In practice: Clean and minimal, best if already all in on OpenAI's own stack rather than wanting a model agnostic framework.

For: Standalone tool. Tied closely to OpenAI's own Responses API, hosted tools and tracing, not a natural fit for Claude based or Hermes based agents.

Security3

Quality4

Auditability4

Useful to you2

Useful to community4

Buildable now3

Hermes2

Verdict: watch. Well built but tightly coupled to OpenAI's own API and tool ecosystem, no direct fit for YY's Claude centric builds right now.

Build #9 OpenAI Agents SDK: use the ai-implementation-build-intake skill to build this safely. Source: https://github.com/openai/openai-agents-python. Save canonical skill/agent under AXION\Skills and AXION\Agents.

Source · Over 26,000 GitHub stars and at version 0.23 as of October 2026, versus the now deprecated Swarm's 22,100 stars.

#10

test firstBoth runtimes26 / 35

Goose repo

Block's open source, extensible AI engineering agent, now governed under the Linux Foundation's Agentic AI Foundation with pluggable model providers.

What it does for you: A genuinely open, provider agnostic coding agent that YY could trial against Hermes without betting on a single vendor's roadmap, worth a real test run rather than a read only watch.

In practice: Genuinely open and provider agnostic, a credible alternative for teams wary of vendor lock in.

For: Both runtimes. Apache 2.0, pluggable model providers, usable from either a Claude Code adjacent workflow or a Hermes process.

Security4

Quality4

Auditability4

Useful to you3

Useful to community4

Buildable now4

Hermes3

Verdict: test first. Apache 2.0, foundation governed and provider agnostic, a trial run against a real Hermes task would tell us more than reading the changelog does.

Build #10 Goose: use the ai-implementation-build-intake skill to build this safely. Source: https://github.com/block/goose. Save canonical skill/agent under AXION\Skills and AXION\Agents.

Source · 55,000 GitHub stars as of October 8, 2026, v1.54.0 released that same day, v1.53.0 on October 2 added support for Opus 5.5, GPT-6-sol, GPT-6-luna and Meta Muse Code providers.

#11

test firstBoth runtimes24 / 35

OpenHands repo

Open source autonomous coding agent, formerly OpenDevin, that writes code, runs terminal commands, browses docs and opens pull requests in a sandboxed runtime, now rebuilt on a new Software Agent SDK with headless CLI modes for CI and CD.

What it does for you: The closest open source thing to a real Devin style autonomous coder, worth a contained trial on a low stakes repo task to see how it compares to YY's current Claude Code driven build process.

In practice: The most real Devin like open source option right now, actively maturing rather than stagnant.

For: Both runtimes. Sandboxed coding agent with a model agnostic backend, not tied to Claude or Hermes specifically.

Security3

Quality4

Auditability3

Useful to you3

Useful to community5

Buildable now3

Hermes3

Verdict: test first. Actively maturing with a real 1.0 rebuild, worth a contained trial before trusting it with autonomous pull requests on anything important.

Build #11 OpenHands: use the ai-implementation-build-intake skill to build this safely. Source: https://github.com/OpenHands/OpenHands. Save canonical skill/agent under AXION\Skills and AXION\Agents.

Source · Roughly 90,600 GitHub stars as of mid October 2026, the new Software Agent SDK repo sits at v1.54.0 as of early October 2026.

#12

newtest firstBoth runtimes26 / 35

Langfuse SDK v5 and v6 repo

Open source LLM tracing and evaluation platform. Shipped Python SDK v5 and JavaScript and TypeScript SDK v6 on October 14, 2026, built for the v4 backend, dropping deprecated APIs and adding experiment links back to source code.

What it does for you: If YY ever wants to see exactly what an agent did step by step, not just the final answer, this is the standard open source tracing layer to wire in, and it just got a major SDK refresh worth checking before any new integration.

In practice: Mature, fast moving core tool, this is routine maintenance rather than a breakthrough, but it shows active engineering.

For: Both runtimes. OpenTelemetry based SDKs in Python and JavaScript, usable from any agent host.

Security4

Quality5

Auditability3

Useful to you3

Useful to community5

Buildable now3

Hermes3

Verdict: test first. Major SDK version bump removes deprecated APIs, worth testing against any existing integration before upgrading in place.

Build #12 Langfuse: use the ai-implementation-build-intake skill to build this safely. Source: https://langfuse.com/changelog/2026-10-14-python-sdk-v5-js-sdk-v6. Save canonical skill/agent under AXION\Skills and AXION\Agents.

Source · Changelog entry dated October 14, 2026, follows the v4 backend release from August 17, 2026, over 28,000 GitHub stars per Turing Post's survey.

#13

newwatchBoth runtimes22 / 35

Arize Phoenix repo

Open source tracing and evaluation tool for LLM and agent spans, built on OpenTelemetry and OpenInference. Versions 20.17.0 to 20.19.0 shipped late September into early October 2026, adding evaluation results directly in the trace tree with annotation badges and new decision span types.

What it does for you: A real alternative to Langfuse worth comparing on a real trace before standardizing on one tool, though the recent acquisition adds some roadmap uncertainty to factor in.

In practice: Credible and widely used, the acquisition is the real story here more than the feature update itself.

For: Both runtimes. Built on OpenTelemetry and OpenInference, host agnostic.

Security4

Quality4

Auditability3

Useful to you2

Useful to community4

Buildable now3

Hermes2

Verdict: watch. Dynatrace's acquisition of Arize closed October 1, 2026, creates roadmap uncertainty even though both companies say Phoenix stays open source with no immediate change.

Build #13 Arize Phoenix: use the ai-implementation-build-intake skill to build this safely. Source: https://arize.com/docs/phoenix/release-notes. Save canonical skill/agent under AXION\Skills and AXION\Agents.

Source · Versions 20.17.0 to 20.19.0 and client 7.16.0 dated September 30 to October 1, 2026, Dynatrace completed a 915 million dollar acquisition of Arize on October 1, 2026.

#14

newtest firstBoth runtimes26 / 35

Promptfoo repo

Open source LLM evaluation and red teaming CLI, used for testing prompts and agent configs before shipping. Released 0.124.0 on October 6, 2026 and 0.124.1 on October 8, 2026 with assertion and CLI fixes, uniform red team dataset sampling, and Codex path syncing.

What it does for you: YY already has the prompt-eval-promptfoo skill, this version bump is a direct trigger to check that skill is pointed at a current release rather than a stale pinned version.

In practice: Solid, workhorse tool for eval pipelines, incremental rather than flashy this cycle.

For: Both runtimes. CLI tool usable from any terminal or CI pipeline, not tied to Claude or Hermes specifically.

Security4

Quality4

Auditability4

Useful to you3

Useful to community4

Buildable now4

Hermes3

Verdict: test first. Already part of YY's skill set, worth testing the new 0.124.1 release against the existing prompt-eval-promptfoo skill before assuming it is current.

Build #14 Promptfoo: use the ai-implementation-build-intake skill to build this safely. Source: https://github.com/promptfoo/promptfoo/releases. Save canonical skill/agent under AXION\Skills and AXION\Agents.

Source · Two dated point releases within ten days, 0.124.0 on October 6, 2026 and 0.124.1 on October 8, 2026.

#15

test firstClaude (Axion)22 / 35

claude-mem plugin

A persistent memory compression plugin for Claude Code that captures session activity, compresses it with AI, and re injects relevant context into future sessions automatically.

What it does for you: This directly targets the session amnesia problem YY already works around with the handoff skill and the MEMORY.md auto memory file, worth a trial on one project to see if it duplicates or complements what Axion already does.

In practice: Solves a real pain point, but the growth rate outpaces any visible third party security or quality review.

For: Claude (Axion). Built specifically as a Claude Code plugin that hooks into Claude Code's own session lifecycle.

Security2

Quality3

Auditability3

Useful to you4

Useful to community4

Buildable now4

Hermes2

Verdict: test first. Solves a real problem but the explosive adoption curve has outpaced independent review, trial on a non critical project before trusting it broadly.

Install: add thedotmack/claude-mem as a Claude Code plugin on one non critical project first. Checked YY's enabledPlugins list, not currently enabled. Review before enabling broadly.

Source · Grew from roughly 17,700 stars in February 2026 to over 100,000 stars by this cycle, one of the fastest growing Claude Code plugins tracked.

#16

newwatchBoth runtimes22 / 35

Zep Memory MCP Server on Graphiti plugin

Gives one user a single agent memory shared across every MCP client they use, Claude, ChatGPT, Cursor and others, governed by policy. Built on Graphiti, Zep's bi temporal knowledge graph where facts carry validity windows and get invalidated rather than deleted.

What it does for you: Interesting if YY ever wants one memory that follows him across Claude Code, Hermes and other tools instead of separate silos, but the shared blast radius risk means it needs a careful trial, not a blind adoption.

In practice: The most architecturally ambitious of the memory tools, a real step toward unified cross app agent memory rather than a point tool.

For: Both runtimes. MCP protocol based, usable by any MCP capable client.

Security2

Quality4

Auditability3

Useful to you3

Useful to community4

Buildable now3

Hermes3

Verdict: watch. Architecturally interesting, but sharing one memory across every connected agent widens the damage from a single bad input, worth tracking rather than adopting yet.

Install: add Zep's Graphiti based MCP server to Claude Code or another MCP client, start with a throwaway test account before any shared memory use. Review before enabling.

Source · Graphiti repo at roughly 31,000 GitHub stars as of mid September 2026, MCP Server reached v1.0 on November 10, 2025, with a security and governance push for memory poisoning defense published September 2, 2026.

#17

watchBoth runtimes21 / 35

RAGFlow repo

Open source RAG engine that fuses document retrieval with agent capabilities. Version 0.27.2 refactored its agentic retrieval framework and added sitemap based website ingestion, a 1.0.0 release candidate followed three weeks later.

What it does for you: Worth knowing about if YY ever needs a heavier self hosted RAG engine than the brain's current file based search, but the project is still pre stable, not a drop in replacement yet.

In practice: Fast moving and credible, the jump to a release candidate after years at 0.x is a real signal of maturity, not just a changelog entry.

For: Both runtimes. Self hosted RAG engine, model agnostic backend.

Security3

Quality4

Auditability3

Useful to you2

Useful to community4

Buildable now3

Hermes2

Verdict: watch. Heading toward a true stable release, but the release candidate tag means breaking changes are still likely before a real 1.0.

Build #17 RAGFlow: use the ai-implementation-build-intake skill to build this safely. Source: https://github.com/infiniflow/ragflow. Save canonical skill/agent under AXION\Skills and AXION\Agents.

Source · 48,500 GitHub stars, version 0.27.2 released September 10, 2026, version 1.0.0-rc1 released September 29, 2026.

#18

watchBoth runtimes23 / 35

Stagehand v4 repo

Browserbase's AI browser automation SDK moved most of its engine into a browser extension running alongside the page instead of driving through Playwright. It now handles nested iframes, cross process iframes and closed shadow DOM like normal content, plus native clipboard and WebMCP support.

What it does for you: A genuine architecture upgrade for browser automation tasks that trip up plain Playwright, like heavily nested checkout forms, worth a side by side comparison against the Playwright MCP pick above before choosing one.

In practice: Legitimate architecture shift, not a cosmetic version bump, worth a real look if already on Stagehand.

For: Both runtimes. Node and Python SDK, model agnostic, could run from a Claude based script or inside Hermes.

Security3

Quality4

Auditability3

Useful to you3

Useful to community4

Buildable now3

Hermes3

Verdict: watch. Real architectural improvement, but the speed and token savings claims are Browserbase's own benchmarks, worth an independent check before relying on the numbers.

Build #18 Stagehand: use the ai-implementation-build-intake skill to build this safely. Source: https://www.browserbase.com/changelog/stagehand-v4. Save canonical skill/agent under AXION\Skills and AXION\Agents.

Source · Version 4 shipped August 10, 2026, latest patch 4.1.0 published September 9, 2026, claimed 2 times faster than Playwright with 80 percent token savings per Browserbase's own benchmarks.

#19

newwatchBoth runtimes21 / 35

Stripe MCP Server, Agent Toolkit plugin

Stripe's official MCP server exposing roughly 25 tools for payments, subscriptions, invoices and refunds, plus a new Integration Recommender tool and Stripe Agent Skills that load Stripe docs into context before an agent writes code.

What it does for you: Only relevant if YY ever builds an agent that needs to touch Stripe directly, like a checkout or sales flow, and even then it should be scoped to test mode keys first given the real money at stake.

In practice: Mature and well documented but genuinely risky to wire into anything beyond a test account.

For: Both runtimes. MCP protocol based, usable by any MCP capable client.

Security2

Quality4

Auditability3

Useful to you2

Useful to community4

Buildable now3

Hermes3

Verdict: watch. High stakes, a wrong refund or subscription call is real money moving, needs tight scoping and sandbox keys before any live use, not a casual add.

Install: run the Stripe agent-toolkit MCP package with a restricted Stripe test mode API key only, scope tool permissions explicitly before any live key is used. Review before enabling.

Source · Roughly 25 named tools confirmed across account, balance, customer, product, price, invoice, payment intent, refund, subscription, dispute and coupon operations, version v0.3.3 referenced at Stripe Sessions 2026.

#20

newwatchBoth runtimes21 / 35

AWS Labs Postgres MCP Server plugin

An official AWS Labs MCP server for Amazon Aurora PostgreSQL and RDS Postgres, supporting IAM SigV4 and username and password authentication, with connection modes for RDS Data API and direct pgwire.

What it does for you: Only relevant if a future build puts a Postgres database on AWS behind an agent, not an immediate fit for YY's current stack which does not run on Aurora or RDS today.

In practice: Solid, boring in a good way infrastructure server, the kind of thing worth trusting for production database access if the day comes.

For: Both runtimes. MCP protocol based, usable by any MCP capable client.

Security4

Quality4

Auditability3

Useful to you1

Useful to community3

Buildable now3

Hermes3

Verdict: watch. Credible official AWS tool, but no current AXION project runs on Aurora or RDS, so there is nothing to build against yet.

Install: clone awslabs/mcp, build the postgres-mcp-server target, register it as an MCP server pointing at an Aurora or RDS cluster with IAM role credentials. Review before enabling.

Source · Parent monorepo awslabs/mcp has 9,700 GitHub stars, latest release tagged 2026.09.20260930084625 on September 30, 2026.