⚙️工作流自动化 MCP 推荐

Persistent memory for any AI — zero token cost until recall

Real-time collaborative coding via MCP — two developers, one codebase

Evidence-backed web verification for agents with deterministic JSON, text evidence, and screenshots.

Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage.

News MCP: real-time headlines & custom news search across 7 regions. Free, just sign in with Google.

Monitor MCP server health, uptime, response times, and Azure DevOps pipeline status

MCP server for the HubSpot Integrations Center HubDB: search and retrieve integration data.

Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals, and audit trails.

Aggregate multiple MCP backends behind a single stdio endpoint with namespaced routing.

LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper browser extension.

LionScraper Node: MCP stdio + CLI + HTTP API bridging AI to LionScraper browser extension.

MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs

OAuth 2.0 for AI agents — scoped delegation tokens, audit trails, and revocation.

Manage Google Ads, Meta Ads, and LinkedIn Ads through AI. 200+ tools, full read and write.

YouTube as a queryable database for AI agents. 41 tools, zero config.

Provenance and governance layer for AI-readable knowledge. NodeRail answers what AI should trust.

Persistent reasoning memory for AI agents via typed cognitive nodes and supersedes edges.

qcqx-project-manage MCP Server — 将项目管理能力暴露给 AI Agent（Cursor、Claude Desktop 等）

MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows over time.

Privacy-first work tracking with summaries, reports, coaching, and AI-ready long-term memory.

MCP server for Salesforce B2C Commerce Cloud development assistance

Smart contract security for AI agents — verify, monitor, freeze, x402 payments

Discover and book businesses via AI agents.

Video analytics for TikTok, Instagram, and YouTube. Track, analyze, and discover content.

Source-first AI knowledge control tower MCP server for YouTube, Bilibili, RSSHub, and RSS.

Local-first grocery price intelligence with a read-only MCP server.

Local copy-first Apple Notes recovery and review MCP server for NoteStore Lab case roots.

IPO calendar, SEC filings, deal terms, and IPO news research via the IPOGrid MCP server.

Real-time product data across 450+ retailers — look up any UPC for prices, images, and margin data.

Task manager for AI agents. Zero setup, nested trees, batch ops, local-first storage.

Personal knowledge base MCP server with semantic search, auto-categorization, metadata extraction

Financial data for AI agents: SEC filings, price history, insider trades, and more.

EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.

Real-time booking, 7-currency pricing, and FAQ for Reykjavik's Viking portrait photo studio.

News MCP: real-time headlines & custom news search across 7 regions. Free, just sign in with Google.

AI agents experience music as math — stream concerts, react, chat, upgrade tiers, host shows

Track, document, and audit freight across 20,000+ carriers and 50+ cross-docks.

Display delivery platform for AI agents. Push HTML, dashboards and live data to screens.

mcdev MCP: wiki search, .mcdevrc help, journey checklists, metadata types via mcdev.

Unofficial MCP server for fintable.io — manage financial categories, rules, and transactions.

AI agent dating — personality matching, compatibility scoring, and real conversations on inbed.ai

Fair meeting point discovery for AI agents with isochrone-based travel time fairness

AI agents discover, pay for, and consume any Lightning-gated API autonomously

Trust-aware Nostr for AI agents -- 235 tools covering social, DMs, zaps, trust, and identity

Git and GitHub operations — repo status, diffs, branches, PRs, issues, and Actions.

Database management — query, schema inspection, migrations for PostgreSQL, MySQL, SQLite.