211 products Sparkpulse tracks are shipping around MCP. The highest-velocity MCP products right now are Speakeasy, Appwrite and Perplexity (ranked by Sparkpulse's velocity score). The theme runs across 17 sectors, so the momentum you see here is drawn from products competing in different corners of the market. Their velocity scores span 6.3 to 10.0 out of 10, a spread that shows how unevenly shipping cadence is distributed across the field. Below: the products carrying this theme and 12 recent editorial briefs that reference it, the most recent dated Nov 13, 2026. Everything on this page is regenerated from verified release data, so the ranking reflects the latest changelogs rather than a static list.
#01SpeakeasySpeakeasy makes AI agents first-class principals: server identity modes, Slack as a work identity, and directory group role mapping10.0alternatives →#02AppwriteAppwrite spent August hardening credentials and making itself legible to AI tools.10.0alternatives →#03PerplexityPerplexity is selling access to other people's models, and now repricing them weekly.8.8alternatives →#04Aha!Aha! ships MCP connectors for Elle and opens Builder to 3,000+ integrations, deepening AI product workflows8.8alternatives →#05PlainPlain built an autonomous support agent, and has now built the controls to trust it.8.8alternatives →#06DustDust doubles down on MCP-native agents with multi-model routing and enterprise guardrails.8.8alternatives →#07CurrentsCurrents starts recording any agent task, not just Playwright test runs.7.5alternatives →#08TabilityTability is wiring governance and write access around the AI agents it already shipped.7.5alternatives →#09Resource GuruResource Guru is turning the schedule from a canvas you arrange into a system that resolves itself.7.5alternatives →#10WealthboxWealthbox puts 24 prebuilt AI agents on every plan, at no extra charge.7.5alternatives →#11CanixCanix ships an MCP server for real-time inventory queries and a Purchase Order AI Agent alpha, while adding dark mode and workflow-integrated label printing.7.5alternatives →#12Google WorkspaceGoogle Workspace opens its MCP server and turns Gemini from answer engine into file generator.7.5alternatives →#13HoneycombHoneycomb turns agent cost and failures into a dashboard, not a query.7.5alternatives →#14AirAir opens its asset library to agents that can write, not just search7.5alternatives →#15SoftrSoftr's AI App Builder generates the database, roles, workflows and frontend from one prompt.7.5alternatives →#16VTEXGoing MCP-native across developer tooling and customer-support analytics in the same week.7.5alternatives →#17Wiki.jsWiki.js 3 beta.705 ships a built-in MCP server and page ownership with lifecycle rules.6.3alternatives →#18LibreChatLibreChat v0.8.8 ships agent interruption and mid-run approval gates — agentic AI with human checkpoints.6.3alternatives →#19JunipJunip replaces its Claude integration with an MCP server any AI platform can use.6.3alternatives →#20SprykerSpryker lets storefronts stream AI answers as the model writes them.6.3alternatives →#21CountCount's agent now shows the chain of cells and assumptions behind every answer it gives.6.3alternatives →#22ReadwiseReadwise launches Books, its own ebook store and reading app, a week after unbundling.6.3alternatives →#23Kit (formerly ConvertKit)Kit handed page-building to an agent, then went back to cleaning up the subscribers list6.3alternatives →#24BugHerdBugHerd is grafting AI agents onto agency-client feedback, moving past dedup into action.6.3alternatives →#25GumloopGumloop 13.6 gives admins one set of rules for every tool an agent touches.6.3alternatives →#26BitbucketBitbucket Pipelines swaps stored credentials for step permissions and container tokens.6.3alternatives →#27SlackSlack now hosts any A2A agent without Slack-specific code.6.3alternatives →#28DaprNine days after 1.19 GA, Dapr patches 11 security flaws across three release lines.6.3alternatives →#29OxygenOxygen 6.2 is final: AI agents can now build and manage Oxygen sites over MCP.6.3alternatives →#30RetoolRetool's MCP server is generally available, so AI tools can reach your Retool org directly.6.3alternatives →#31WhatagraphWhatagraph's IQ Agents now watch ad accounts and act on them, not just report.6.3alternatives →#32ExaExa is pushing past search into autonomous web-research agents.6.3alternatives →#33RankMathRankMath replaces its AI chat with a full AI agent and adds brand visibility monitoring for AI platforms.6.3alternatives →#34CodeSignalCodeSignal is farming competitor keywords while its real bet sits in an MCP server.6.3alternatives →#35FiberyFibery puts MCP setup in one settings page and speeds up entity views and formulas.6.3alternatives →#36NetBirdNetBird's v0.83 candidate turns its management API into an MCP server for AI tools.6.3alternatives →#37PhotoPrismPhotoPrism now lets AI assistants search your photo library over MCP.6.3alternatives →#38Zoho SignZoho Sign is clearing the exit path off Docusign while stacking up regional legal assurance6.3alternatives →#39Wiki.jsWiki.js 3.0 beta ships an MCP server so AI agents can work against the wiki directly.6.3alternatives →#40DevinDevin's quarter is one long enterprise hardening push, headlined by stacked review permissions and network policy.6.3alternatives →