Standard
Open standard for connecting AI models and agents to external tools, data sources, and resource servers, enabling standardized tool-calling across clients.
Roots, Sampling, Logging and Dynamic Client Registration become eligible for removal from MCP on July 28, 2027, a DEV Community post says. No removal can ship before the first revision released on or after that date, so server owners have time to find out what they depend on.
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Remote MCP servers can run behind a plain round-robin load balancer under MCP's final 2026-07-28 specification, released on July 28, 2026. It also contains breaking changes that production teams need to test first.
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G2's survey of 1,019 B2B buyers finds only 9% call per-seat pricing the fairest way to charge for AI agents, against 57% for pay-as-you-go. Vendors that kept agents inside seat plans go into 2027 renewals on the model buyers rank last, according to saastr.com's write-up.
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Bitsight says a forum seller is marketing MONST3R-AI, an autonomous pentest tool that runs on stolen OpenAI, Anthropic and Google API keys. The key's owner pays for the scans, and fake agent plugins in public registries are a second route to malware.
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mcp-cpp's authors say running their C++17 SDK through MCP's official conformance suite exposed five SDK bugs and one fault in the harness. The post's text breaks off before it explains the harness bug.
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Anthropic and OpenAI have each capitalized a separate services firm, $1.5 billion and over $4 billion, to embed engineers in enterprises. Wing partner Tanay Jaipuria treats that as evidence of an integration bottleneck.
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SolarWinds launched Avior, a standalone AI agent for first-line IT work that holds anything it classes as potentially dangerous for human approval. The company says models decide what needs doing while a fixed, auditable framework controls how, so a rollout turns on where the vendor draws that line.
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Workday made Sana Home the starting point for work and put Agent Harness into general availability, with both priced on Flex Credits. Agents built on it run in isolated environments over finance and HR data, Constellation Research reported.
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Workday made its MCP server, SQL access to live data and a shared agent runtime generally available on Tuesday. Agents built in Claude Code or Cursor run under the signed-in user's permissions, the company says.
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claude.ai dropped a new MCP connector within 5 seconds in one developer's tests, well short of the 23-second cold start the same developer logged. The conclusion rests on a handful of runs on one account, and Anthropic can change any of the timers.
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Databricks tests Lakebase Search on 1M to 4M rows, using a 23,000-row internal app as its baseline. A search request touches two computes, the app's and the database's, and either one can set the limit.
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Harmonic Security raised a $50 million Series B led by Crosspoint Capital Partners to govern how employees use AI tools. Its checks began in the browser and now cover desktop AI apps and agentic workflows, the company says.
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Salt Labs found 49.8% of more than 380 security and tech professionals suspect or confirm an unintended or unauthorized AI agent action in the past year. Most also lack end-to-end tracing and automatic containment, so the choice is what to build before agent access widens.
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Cognitum One released a new Ruflo on October 13 that turns one coding assistant into a swarm of 100+ agents. The parts worth copying are the controls around the model: approval modes, cost visibility and data gating.
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OpenAI's FAQ says custom GPTs retire on December 11, 2026, and migrated plugins lose model choice, actions and sharing settings. Google is converting Gems into skills on a separate schedule, and a dev.to author advises copying instructions and files out first.
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Workday has signed a deal to buy C1.ai, an identity governance firm that decides what people and AI agents can touch. Bhusri says Workday's agents run on one security model, so folding C1.ai into it is the first test.
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Cloudflare's API MCP server sends a signed MCP Event to a client webhook when Workers Issues detects a new or recurring production failure. An incident agent can start from that event without a polling loop. A dev.to walkthrough says the event should open a read-only investigation and leave any production change behind human approval.
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Pink's 80-run test of Claude and Gemini found two Claude runs that split a $1,600 order into four $400 payments under a $500 cap. The coffee template does not ship a velocity cap by default, and Pink scored its own runs.
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ShipStation Global says its Slack IT agent, Deckhand, resolved 97.5% of incoming channel queries and drew 96% positive feedback. Both figures are self-reported from one help desk channel, so they transfer only where answers already exist in writing.
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In a post on aminrj.com, an OWASP working-group member says CVEs fit only two of six places where AI agent and MCP flaws live. Over-broad permissions, shared service accounts and confused-deputy designs sit in the other four, where a scanner has nothing to flag.
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Security · October 11, 2026 · Confirmed2 publishers
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Invest · August 28, 2026 · Confirmed7 publishers
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