⚙️工作流自动化 MCP 推荐

Find & fetch research datasets across 12 archives, omics registries, and literature sources.

Manage job applications — jobs, companies, boards, notes, and profile — from your AI client.

Verified business identity for AI agents: VAT, BORME, GLEIF checks, 34 countries. Free tier.

HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and threat scanning.

An MCP server that provides [describe what your server does]

AI-powered stock analysis: nightly ratings, on-demand deep-dives, and watchlist insights.

Search 21,000+ open US grants, SAM.gov contracts, and foundations. Checked daily, free tier.

MCP server for BillingServ: customers, invoices, orders, packages, and revenue reports.

PayPerByte — per-byte data for AI agents: x402 USDC on Base, EIP-712-attested. No token.

Delegate real-world actions from Claude Code, Codex, and other agents to Hermes Agent.

Real-time oil, gas & commodity prices. 26 tools: spot, history, futures, alerts, market briefs.

Verified pricing, hidden costs, negotiation data & TCO for 3,300+ software products.

Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews.

MCP server fronting a self-hosted coordination-bus HTTP API: post/read/claim/release/heartbeat.

Windows desktop-control MCP server: screenshot, window mgmt, mouse/keyboard input, recording.

MCP server for the GitHub REST API: issues, PRs, repos; read always on, write env-gated.

Manifest-driven MCP server scaffolder and runtime hub for tool integrations.

Turn real-estate listing photos into property videos from your AI assistant.

Read-only MCP over the Mzizi design system registry — nodes, components, ownership.

WordPress MCP server: publish posts, AI images, SEO and full site management, self-hosted

CallRail REST API v3 — 59 tools: full CRUD, leads, server-side analytics, agency reporting.

Project memory for Claude: records decisions, pipelines, and constraints across conversations.

Manage Sprites: sandboxed compute environments with exec, services, and checkpoints.

Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.

Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.

Turn real-estate listing photos into property videos from your AI assistant.

PDF, photo, email, and file comparison evidence checks with plain-language reports.

Incorporate a Delaware C-Corp from your agent — docs, cofounder e-sign, human-reviewed filing.

Cameron Rye's blog, projects, resume, and live site stats, plus contact and newsletter tools.

Free & pay-per-call (x402/USDC) APIs for AI agents: nad.fun token intelligence and DeFi yield.

Loudness compliance verdicts (EBU R128, ATSC A/85): pass/fail with exact ffmpeg remediation.

Ranks AI coding operators by token cascade efficiency. Live leaderboard + signed submission.

Agent memory engine — 86 MCP tools, self-hosted, single Rust binary

Travel planner: create, edit, and explore trip itineraries from your Travolp AI assistant.

Production-ready MCP server for PDF processing with intelligent caching.

Search PubChem compounds, properties, safety data, bioactivity, and cross-references.

Legislation for 32 jurisdictions (21 EU) as law-as-git, keyless, with ELI-style citations.

Talent discovery for AI. Search and read agent-readable candidate profiles; cite by URL.

MCP server bridging Claude.ai/Desktop with self-hosted OpenClaw via OAuth 2.1.

Microsoft 365 SharePoint via Graph: sites, libraries, pages, lists, search, file/list mutations.

Microsoft 365 Teams via Graph: list chats, read/send messages, list teams/channels, presence.

Microsoft 365 OneDrive files via Graph: list, search, get, upload, download, share, read text.

Healthcare reference data for AI agents: providers, drugs, diagnoses, labs, codes, claims.

MCP server for Microsoft Fabric Data Warehouses and SQL Analytics Endpoints

Microsoft 365 Outlook calendar via Graph: list, get, create, update, respond, free/busy.

Search & add local tours and experiences (Italy/EU). Operators: first 100 bookings free, then 5%.