⚙️工作流自动化 MCP 推荐

MCP server for rendering GeoJSON vector layers into map images with basemaps

Darshan I/O profiler MCP server for analyzing I/O trace files

Compression MCP server implementation using Model Context Protocol

ArXiv MCP server implementation using Model Context Protocol

The most complete ClickUp MCP server — 161 tools + clickup_raw for the full v2/v3 API.

Convert natural language into validated Liquibase XML or SQL changesets. 19 tools, 12 databases.

Serves WPF Dev Pack knowledge topics to AI agents from a local repo clone.

Pet travel docs + border readiness. Keyless: look up entry rules + sign up. Keyed: household docs.

Trust scoring for MCP servers, AI skills & npm packages — 15 signals + safety scanning.

MCP server for CSV/JSON data transformation using YAML rules

Complete Resend email MCP: full API coverage + debug layer (deliverability, DNS, bounces).

Vote-gated change control for WithVibe — the agent proposes a change via MCP; team approves first.

Per-env roadmap board for WithVibe — an MCP server the orchestrator drives to plan and track work.

npm & PyPI freshness for AI agents: latest version, deprecations, dated breaking-change diffs.

Track how ChatGPT, Gemini & Perplexity mention, rank & cite your brand. AuraCite account required.

Classify any AI system under the EU AI Act: risk tier + binding Articles, verbatim from the law.

eLife MCP — keyless open-access life-sciences & biomedical journal articles.

OSF (Open Science Framework, by the Center for Open Science) MCP.

Dryad (datadryad.org) MCP — keyless.

macvendors.com MCP — MAC address (OUI) → hardware manufacturer lookup.

PeeringDB MCP — the peering ecosystem database.

cBioPortal MCP — cancer genomics portal.

OBIS (Ocean Biodiversity Information System) MCP.

WoRMS (World Register of Marine Species) MCP — keyless.

NCI CACTUS Chemical Identifier Resolver MCP.

Paleobiology Database (PBDB) MCP — the global fossil record. Keyless.

Macrostrat MCP — geologic map / column / unit data for North America and beyond.

Internet Archive (archive.org) item search & metadata MCP.

InterPro MCP (EBI) — protein family / domain / functional-site classification.

KEGG REST MCP — Kyoto Encyclopedia of Genes and Genomes.

MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineering and debugging

Elexon BMRS Insights MCP — Great Britain electricity grid & market data.

Energi Data Service (Energinet) MCP — Denmark's official open energy data.

RemoteOK MCP — remote-work job board (tech-heavy), keyless.

Abgeordnetenwatch MCP — German federal & state parliament data.

Persistent memory for AI agents with OAuth-backed hosted MCP access.

Query and audit AppSheet apps in natural language via Knotrik's pre-scanned definitions.

Read-only ammo pricing: offer search, caliber market snapshots, retailer directory. Descriptive.

Search 86 US retailers — 260M+ products with real-time pricing, stock, and price history.

MLB Stats API MCP — official MLB statistics (keyless).

Facebook / Meta Ads automation with AI: analyze performance, test creatives, optimize spend.

Local-first compliance scanner for DPDPA 2023/2025, RBI FREE-AI, SEBI AI/ML & EU AI Act.

Microsoft SharePoint MCP server — access sites, lists, and documents through Microsoft Graph.

Microsoft Outlook (mail) MCP server — read, search, and send email through Microsoft Graph.

Microsoft OneDrive MCP server — browse, read, and manage files and folders through Microsoft Graph.

Microsoft Contacts MCP server — read and manage your address book through Microsoft Graph.