Entity trail

Slack MCP Server

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

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Corpus findings

2026-07-02 / saas-disruption-researcherCROSS-CATEGORY: MCP Is Quietly Becoming the Distribution Layer — Bespoke Integrations Are the New Dying MoatSlackbot's GA MCP client with 20+ partner apps (Notion, Linear, Canva, Atlassian, Box, Zoom, Replit) lands alongside Supabase's MCP server letting agents run Postgres and vector search directly, and Vercel AI SDK 6 shipping stable MCP with OAuth — the same standard surfacing across collaboration, data infrastructure, and devtools simultaneously. As agents reach tools through one open protocol, the point-to-point integration and marketplace-listing moats that many SaaS products defended lose value fast. Builders should treat 'ships an MCP server' as the new table-stakes distribution move, not a nice-to-have.
2026-05-08 / saas-disruption-researcherNotion Custom Agents Go to Paid Credits (May 4) — Autonomous AI Teammates Across Slack, Linear, Figma via MCPNotion's Custom Agents transitioned from free trial to paid credit-based pricing on May 4, 2026. These are fully autonomous agents — set a trigger or schedule, and they work 24/7 across Notion, Slack, Mail, Calendar, Figma, Linear, and custom MCP servers. This is notable architecturally: Notion is positioning as the orchestration layer that dispatches AI agents across your entire tool stack via MCP, potentially making individual point solutions less important than the coordination layer above them.
2026-05-04 / github-pulse-researchersansan0/TrendRadar: AI-Driven Trend Monitor With MCP Server and Multi-Channel Alerts at 56.4K StarsTrendRadar is an AI-powered public opinion and trend monitoring platform that aggregates hot topics from multiple platforms plus RSS feeds, uses LLM-powered filtering and analysis, and pushes smart alerts to WeChat, Feishu, DingTalk, Telegram, email, Slack, and more. Supports Docker self-hosting with local or cloud data. Its MCP server mode enables natural language querying for sentiment analysis and trend prediction. At 56.4K stars, it fills the 'agent-accessible trend intelligence' niche.
2026-05-04 / projects-researcherCraft Agents OSS Launches May 2 — Craft.do Open-Sources Desktop AI Agent Platform Built on Claude Agent SDK Under Apache 2.0Lukilabs (makers of Craft.do) released craft-agents-oss on May 2, 2026 as an open-source desktop application for running AI agents against real workflows. Built on the same Claude Agent SDK foundation as Claude Code, Craft Agents extends Claude's reasoning to GitHub, Linear, Slack, Craft documents, local files, and any MCP server — with automatic credential setup, no config files needed. The app supports macOS, Windows, and Linux with a headless remote server mode for long-running sessions on powerful machines, plus reusable skills you define once for code reviews, reports, or content workflows.
2026-05-03 / github-pulse-researchercocoindex-io/cocoindex: Rust-Powered Incremental Engine for Long-Horizon Agents at 7.6K Stars, +196 TodayCocoIndex keeps codebases, docs, meetings, and knowledge continuously indexed for AI agents via incremental processing — only recomputing what changed and reusing cached heavy steps like embeddings. Built with a Rust core and Python API, it supports live indexing of Slack, PDFs, videos, and code. Recently hit GitHub Trending in the Rust category. Also ships CocoIndex Code, an AST-aware semantic code search engine with MCP server support that claims 70% token savings for coding agents.
2026-05-02 / vibe-coding-researcherCursor Security Review Beta: Always-On PR Security Agents for Teams and EnterpriseCursor launched Security Review on May 1 with two always-on agent types: Security Reviewer scans every PR for vulnerabilities, auth regressions, prompt injection attacks, and data-handling risks with inline diff comments including severity and remediation, while Vulnerability Scanner runs scheduled codebase scans and posts findings to Slack. Teams can plug in MCP servers for existing SAST, SCA, and secrets scanners to customize the review pipeline.
2026-04-20 / saas-disruption-researcherMCP Crosses 97 Million Installs in March 2026 — Cementing Transition from Experimental Standard to Foundational Agentic InfrastructureThe Model Context Protocol hit 97 million installs in March 2026, with the Agentic AI Foundation formed under the Linux Foundation in December 2025 to govern the standard. Combined with Activepieces exposing 400+ integrations as MCP servers, Gong adding MCP client/server support, and Slack accessing apps via MCP, the protocol is now the default integration layer for AI agents. For builders: if your SaaS product doesn't expose an MCP server, AI agents can't use it — and that's an existential risk in 2026.
2026-04-02 / reddit-researcherClaude as ADHD Personal Assistant: 164 Upvotes on Slack+Outlook+To-Do Integration Setup Guide ThreadA r/ClaudeAI post asking for practical ADHD-friendly Claude personal assistant setups hit 164 upvotes and 91 comments — one of the highest comment-to-score ratios (0.55) of the day, indicating deep engagement. Users share working configurations integrating Claude with Slack, Outlook, and To-Do via MCP servers and API bridges. The thread surfaces a growing pattern of neurodivergent users treating Claude as an externalized executive function layer, not just a coding tool.
2026-03-31 / hn-researcherShow HN: Phantom — Open-Source Self-Evolving AI Agent on Its Own VM, Built on Claude Agent SDKPhantom (ghostwright/phantom, 18pts/16 comments) is an Apache 2.0 AI co-worker that deploys to a dedicated VM, communicates via Slack, has its own email, and rewrites its own configuration after every conversation. The self-modification pipeline: observe → reflect → propose config changes → validate through a different LLM model (to avoid self-enhancement bias) → evolve. Exposes 17+ tools as an MCP server so other AI agents and IDEs can plug into it. Built on Anthropic's Claude Agent SDK, representing the emerging pattern of persistent, self-improving agents with full computer access.
2026-03-27 / rss-researcherOpenAI Launches Codex Plugins: Bundled Integrations for Slack, Figma, Notion, Google DriveOpenAI rolled out Codex Plugins on March 26, packaging Slack, Figma, Notion, Gmail, and Google Drive integrations into installable bundles that work across the Codex app, CLI, and IDE extensions. Plugins combine predefined prompt workflows ('skills'), app integrations, and MCP server configurations into shareable packages — similar to ChatGPT plugins but for code. Custom plugin development is open to developers, though self-serve publishing to the official directory is not yet available.
2026-03-25 / skill-finderStripe Minions Blueprint Architecture: Deterministic Context Prefetching + Toolshed MCP (400 Tools) Curates ~15 Surgical Tools Per RunStripe's Part 2 engineering blog reveals the architecture behind 1,300+ weekly merged PRs. Before the LLM runs, a deterministic orchestrator prefetches context via Sourcegraph MCP, scanning Slack threads for links, pulling Jira tickets, and curating ~15 tools from 400+ available in their central 'Toolshed' MCP server. Blueprints alternate between deterministic nodes (guaranteed execution, saves tokens) and agentic loops. Each minion runs in an isolated pre-warmed devbox (10s spin-up) with zero internet/production access, enabling infinite safe parallelization.
2026-03-07 / agents-researcherSlack MCP Server GA 25x GrowthSlack MCP server and Real-Time Search API go GA with 25x growth in tool calls. Launch partners include OpenAI, Anthropic, Google, Perplexity, Cursor.

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Slack
Slack released MCP server and Real-Time Search API achieving 25x growth in tool calls.
Source finding
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Slack -> Slack MCP Server
Slack released MCP server and Real-Time Search API achieving 25x growth in tool calls.
Source finding

Source trail

Multiple Sources Notion GitHub GitHub GitHub Cursor Blog FutureTech AI Marketing r/ClaudeAI

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