⚙️工作流自动化 MCP 推荐

Query PanDev Metrics analytics and reporting data

MCP server for US electricity grid data: fuel mix, demand, retail prices, CO2 emissions

Verify-before-done trust layer for AI-assisted work. 32 tools, local-first, no credentials.

Read and edit Microsoft Access databases (.accdb/.mdb) - forms, VBA, tables, queries. Windows.

Search instances across GCP, AWS, K8s, Consul & Proxmox

MCP server for Inductive Automation Ignition: tags, alarms, history, and Perspective

MCP server for Android device control via ADB and scrcpy

MCP server for Hailuo (MiniMax) AI video generation

Native macOS markdown preview with MCP server for Claude Code. Swift/SwiftUI, no Electron.

Read-only time-series bootstrap server: diagnose a series and compute confidence intervals.

MCP server SCA Zandomeni (avocat Timișoara): caută ~550 articole juridice RO + date contact.

Search, bid, and message clients on Freelancer.com from Claude. Multi-account support.

Trusted agent-commerce hub: discover, trust-check, and route x402 payments with failover.

A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powered Python execution.

NL coordination protocol — 1% fee, agent-native, real Dutch merchant pricing. Open brain.

Homebox home inventory: search, intake, warranties, attachments, locations, tags, QR labels

Registry of companies selling AI agents identity, phone, email, addresses, money, legal, insurance

Ed25519-signed verdicts resolved against real external ground truth. Free, fail-closed.

A git-committed kanban board your AI agents run and remember - 11 MCP tools over stdio.

Verify a photo's capture time and provenance: C2PA validation, EXIF/XMP, and pixel forensics.

Track which AI agent wrote which lines in a shared Git checkout; each commits only its own lines.

Agent-native MCP server for driving, inspecting, and asserting on real Electron desktop apps.

Go code coverage analysis tool with MCP server for AI-powered coverage workflows

SEAM: local-first memory runtime for AI agents, with retrieval and glassbox provenance over MCP.

8 offline Indian income-tax MCP tools: deterministic compute, regimes, citations, notices.

600+ pay-per-call x402 APIs: crypto/forex, on-chain data, web extract, aviation. Base+Solana USDC.

A Model Context Protocol server for use with Tauri v2 applications

Cell fabric daemon: spawn and coordinate Claude/Codex/pi worker cells over MCP. Audited.

MCP server for NinjaOne RMM — devices, organizations, alerts, and tickets.

Verifiable fact-checking: verdict, confidence, sources, and a tamper-evident certificate.

Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.

Deploy and monetize agent-built apps: login, database, usage billing, and end-user-pays.

Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 tools, no cloud.

MCP server for IT Glue — organizations, configurations, passwords, flexible assets, and documents.

MCP server for WhatsApp via whatsapp-web.js: send/receive messages, media, chats, groups, contacts

Incheon Airport (ICN) transit: limo buses, internal shuttles, taxi queues, AREX train schedule.

Tock (exploretock.com): discover restaurants, search a city, get venue details and availability.

Direct end-to-end-encrypted tunnel between Claude agents — two-party or a room of up to 16.

Free solar & home energy tools: estimates, incentives by ZIP, scores, installer routing.

Free energy intelligence for agents: incentives, solar estimates, node scores, installer routing.

Model Context Protocol server for AgentRAM. Persistent memory for AI agents.

Search independent software the big engines bury: indie apps, open-source repos, and dev tools.

Point in time macro, COT positioning percentiles and FOMC sentiment from official sources.

MCP server for Monarch Money — account, transaction, and budget management.

Exact lease finance calculations: equipment structuring, solvers, amortization, auto lease & loan

Commerce for AI agents. 31 MCP tools. 82 retailers (37 verified), 9 countries, 4 platforms.