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Helicone allows users to write SQL directly to a shared ClickHouse

https://www.justintorre.com/blogs/clickhouse-rls-query-parameters
1•justintorre75•5m ago•0 comments

Show HN: Benchmark your eng team's AI agent maturity in 5 minutes

https://agent-benchmarks.com/software-factory/
1•adamgold7•7m ago•0 comments

The Lies They're Telling Towns and Tribes About the Benefits of AI Data Centers

https://karlbode.com/the-lies-theyre-telling-towns-and-tribes-about-the-benefits-of-ai-data-centers/
1•HotGarbage•8m ago•0 comments

Show HN: I built a small transcription tool for non-English videos

https://transcrevervideo.com
1•Yummiy•8m ago•1 comments

Indian scientists produce most detailed 3D atlas of the human brainstem

https://www.bbc.com/news/articles/cg53l737v1qo
1•BaudouinVH•13m ago•0 comments

Why frontier labs are scaling-pilled

https://invertedpassion.substack.com/p/why-frontier-labs-are-scaling-pilled
1•paraschopra•13m ago•0 comments

There's an Ancient Solution to Our Modern Crisis of Attention

https://www.nytimes.com/2026/07/12/opinion/attention-crisis-seneca.html
1•thelastgallon•15m ago•0 comments

Netflix accidentally shipped a Claude.md file

https://www.reddit.com/r/AgentsOfAI/s/GYaEDTim0U
2•Ozzie_osman•16m ago•0 comments

Anthropic banned my thirteen 20x accounts, what now?

1•flipdin•17m ago•1 comments

Weakening copyright to benefit AI would betray Australian Labor party's ethos

https://www.theguardian.com/australia-news/2026/jul/14/ed-husic-tells-labor-to-get-tougher-on-ai-...
2•ggm•17m ago•0 comments

Show HN: DriftTrip – A Virtual Road Trip

https://drifttrip.connelly.casa/
1•eskibars•20m ago•0 comments

I want to build an OTT app. Where should I start?

1•ibuld•20m ago•0 comments

The Last Picture Show: A Conversation with George Lucas

https://a-rabbitsfoot.com/editorial/confessions/the-last-picture-show-a-conversation-with-george-...
2•Michelangelo11•20m ago•1 comments

Show HN: Themis – Self-hosted AI code reviews with your own keys and models

https://github.com/Zaimwa9/themis
2•Diwadoo•22m ago•0 comments

Context bombs: stopping AI attackers in their tracks

https://agentic.tracebit.com/context-bombs/
1•ilreb•25m ago•0 comments

European Parliament MCP Server – Political Intelligence for AI Agents

https://github.com/Hack23/European-Parliament-MCP-Server
1•jamespether•26m ago•0 comments

Software as Craft: A First Look at Syntropy

https://noteflakes.com/articles/2026-06-13-syntropy
1•thunderbong•29m ago•0 comments

Show HN: My Intel Brief

https://myintelbrief.com/
1•chooklay•34m ago•0 comments

Human Fear in Emacs

https://en.andros.dev/blog/b70b058a/human-fear-in-emacs/
1•andros•34m ago•0 comments

The debit card faded as UPI rose, the credit card didn't

https://timeseriesofindia.com/economy/reads/credit-vs-debit/
1•intelkishan•36m ago•0 comments

Tanizaki Jun'ichirō: Tracing the evolution of Japanese aesthetic beauty

https://www.nippon.com/en/japan-topics/b07236/
1•whiteblossom•42m ago•0 comments

Harvey LAB-AA: evaluating AI agents on real-world legal work

https://artificialanalysis.ai/articles/harvey-lab-aa
1•theanonymousone•46m ago•0 comments

Truvace – tracking AI's real-world impact with sourced reporting

https://truvace.com
1•mosisaSaba•47m ago•0 comments

Meta's AI advertising dreams have become a nightmare for brands

https://www.businessinsider.com/metas-ai-ads-push-causes-chaos-for-brands-2026-7
2•vrganj•49m ago•0 comments

Show HN: Rqshc – A C++/x64 assembly image compressor with its own RQI format

https://github.com/Eiryou/rqshc-image-compressor
1•Hide_AI_Awake•50m ago•0 comments

System call instrumentation on Linux/x86-64 using memory-indirect calls

https://www.humprog.org/~stephen/blog/2026/07/13/#system-call-instrumentation-on-intel-negative-r...
1•matt_d•51m ago•1 comments

2026 Fields Medal List Accidentally Leaked

https://old.reddit.com/r/math/comments/1urv4id/comment/oxak6mc/
2•whwhyb•53m ago•1 comments

Just Let Me Write Digits

https://gendx.dev/blog/2026/07/13/input-digits.html
2•brandon_bot•58m ago•0 comments

Bidirectional Elaborators à la Carte

https://arxiv.org/abs/2607.09564
2•matt_d•1h ago•0 comments

HaikuOS now has Nvidia graphics acceloration

https://www.youtube.com/watch?v=BwBIoXNDsRo
4•cable2600•1h ago•0 comments
Open in hackernews

A Critical Look at "A Critical Look at MCP."

https://docs.mcp.run/blog/2025/05/16/mcp-implenda-est/
33•palmfacehn•1y ago

Comments

nip•1y ago
> Further, one of the issues with remote servers is tenancy

Excellent write-up and understanding of the current state of MCP

I’ve been waiting for someone to point it out. This is in my opinion the biggest limitation of the current spec.

What is needed is a tool invocation context that is provided at tool invocation time.

Such tool invocation context allows passing information that would allow authorizing, authentication but also tracing the original “requester”: think of it as “tool invoked on behalf of user identity”

This of course implies an upstream authnz that feeds these details and more.

If you’re interested in this topic, my email is in my bio: I’m of the architect of our multi-tenant tool calling implementation that we’ve been running in production for the past year with enterprise customers where authnz and auditability are key requirements.

jensneuse•1y ago
The way we've solved this in our MCP gateway (OSS) is that the user first needs to authenticate against our gateway, e.g. by creating a valid JWT with their identity provider, which will be validated using JWKS. Now when they use a tool, they must send their JWT, so the LLM always acts in their behalf. This supports multiple tenants out of the box. (https://wundergraph.com/mcp-gateway)
Yoric•1y ago
Is this really hard to code?

I mean, converting a tool-less LLM into a tool-using LLM is a few hundred lines of code, and then you can plug all your tools, with whichever context you want.

nip•1y ago
Indeed very easy to code!

My point is about the need for a spec of this mechanism: without a spec, every company / org will roll out their own and result in 500 flavors of the same concept.

That’s where MCP shines: tool calling and tool discovery is already 1.5 years old (an eternity in ai land).

The MCP spec ensures that we can all focus on solving problems with tool calling rather than wasting time in cobbling together services that re not interoperable (because developed without a common spec / standard)

__loam•1y ago
This is an advertisement
tomrod•1y ago
I wish this were critical, but it is an ad for MCP.run.
nip•1y ago
It’s both in my opinion and discussions can stem from the linked article

Many come to HN also for the comments

palmfacehn•1y ago
Personally, I'm not a fan. I thought the proponent's view might stimulate a discussion.
FunnyLookinHat•1y ago
> Server authors working on large systems likely already have an OAuth 2.0 API.

I think this biases towards sufficiently large engineering organizations where OAuth 2.0 was identified as necessary for some part of their requirements. In most organizations, they're still using `x-<orgname>-token` headers and the like to do auth.

I'm not sure that there's a better / easier way to do Auth with this use case, but it does present a signficant hurdle to adoption for those who have an API (even one ready for JSON-RPC!) that is practically ready to be exposed via MCP.

motorest•1y ago
> I think this biases towards sufficiently large engineering organizations where OAuth 2.0 was identified as necessary for some part of their requirements. In most organizations, they're still using `x-<orgname>-token` headers and the like to do auth.

I don't think that's it. Auth is a critical system in any organization, and larger organizations actually present more resistance to change, particularly in business critical areas. If anything, smaller orgs gave an easier time migrating critical systems such as authentication.

hirsin•1y ago
Touching on tenancy and the "real" gaps in the spec does help push the discussion in a useful direction.

https://vulnerablemcp.info/ is a good collection of the immediately obvious issues with the MCP protocol that need to be addressed. A couple low blows in there, that feel a bit motivated to make MCP look worse, but generally a good starting point overall.

owebmaster•1y ago
This post has too many "shameless plugs" to be taken seriously.
smitty1e•1y ago
Serious question:

If doing an extended, service-level session (like a GPT interaction) with a server known beforehand, would it make sense to set up a keypair and manage the interaction over SSH?

Restated: are we throwing away a lot of bandwidth establishing TLS trust for the more general HTTP?