⚙️工作流自动化 MCP 推荐

Grade MCP servers A–F with the open behavioral litmus: reproducible, content-addressed evidence.

Federal sales intelligence: expiring-contract triggers, agency spend intel, deal qualification.

Search 8.5M scientific papers with LLM TLDRs, citations, linked entities, figures, and full text.

Generate, update, manage, and track QR codes using the QRStuff platform.

SaaS intelligence for AI agents. 5 unified tools cover 1,000+ services with 91-96% token savings.

SIP trunking, numbers, porting, messaging, billing, and CDR analytics on the Ringer WARP platform

Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.

Keyless MCP for Just Signal: live quotes, report library, auditable scorecard, open publishing.

Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.

MCP server for Aruba Central: expose AP, switch, and client status to AI assistants

A persistent world-building memory your AI can read and write in any chat.

MCP server embedded in the Godot 4 editor; drive Godot with AI, zero sidecar.

Verify multi-hop relational claims before an agent asserts them — zero tokens, with proof paths.

Production-proven Polymarket CLOB V2 trading and data. Fail-closed fills; keys stay local.

Finds timely sources across news, social, and the web and writes posts worth publishing.

Read-only search over live UK office & workspace listings on FrankSpace.

Gives AI agents a public IPv6 identity, hostname, port forwarding, web fetch, team mesh. Free tier.

Auto-resolves Git merge conflicts so agents only touch the complex hunks.

Generate 40+ diagram types from text; render locally to SVG/PNG, open in the Diagrammo editor

Booking decisions, scorecards, and self-checks for Florida food vendors over live DBPR data.

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

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

Secure MCP SSH automation server with policy controls, resources, prompts, stdio, and HTTP.

Official business-registry data - KYC/AML, UBO, credit-risk, adverse media across 11 jurisdictions.

CBR exchange rates and key rates for Russia. MCP tools for finance agents.

Russian tax authority (FNS) counterparty checks: status, debts, blocks. Due diligence MCP.

Manage temporary or persistent Linux VMs (QEMU/KVM). Designed for AI agents and automation.

Read-only trading hours for 30 stock exchanges — open now, next open, holidays, sessions.

Publish HTML or Markdown to a public URL in one call. Zero config, auto-registers on first use.

Hyperliquid perp market data for LLMs: OHLCV, funding, open interest, positioning & forecasts.

Fact-check claims against independent sources — fast verdict or deep multi-step investigation.

Create amazing video experiences with the Qencode API, straight from your AI assistant.

Autonomous MCP agent for grad school applications: prof discovery, cold emails, SOP, tracking.

Check whether an AI answer is grounded in its context — deterministic, no LLM judge.

UK market entry tools for SMEs: live tariff lookup, regulatory watch, corridor data

Certified hypnobirthing & matrescence content (EN+HU) by practitioner Julia Farkas. Paid via x402.

Detect causal dependencies in time series

Deterministic code maps for AI agents: 7 tree-sitter tools for TS/JS/Py — map, find, function_body

Shopify CRO platform via MCP: 100+ tools for analytics, experiments, authoring, proven lift.

MA local gov meetings, transcripts, articles, bylaws, calendars for 351 towns.

Run verified read-only code tools: quant diagnostics + agent-ops preflight, no source exposure.

Interactive video forms that capture authentic responses. Build engaging forms in minutes.

Evidence-based supplement research, dosing, safety, and interactions as agent-callable tools.

MCP server for inspecting and automating Java Swing applications.

Persistent memory for AI assistants with semantic search and knowledge graph relationships.

Live AI compute pricing oracle — real-time LLM model prices across providers