⚙️工作流自动化 MCP 推荐

Customer LTV, churn risk, repurchase, lifecycle email, and winback intelligence.

Daily ecommerce revenue, inventory, listing, shipping, and restock operations intelligence.

MCP server for IBM Maximo, by Maxis Technology — assets, work orders, inventory, purchasing, labor.

useVyre component context for AI agents — valid props, variants, anti-patterns, and design tokens.

MCP server for VK API with 180+ tools: users, wall, groups, friends, photos, messages.

Agent-safe Excel workbook analysis, editing, recalc, and verification tools.

Semantic knowledge engine for Obsidian with auto-classification and DAG hierarchy

Freshness-aware AI retrieval with 21 MCP tools for timestamped, decay-ranked live signals.

Coinpaprika MCP — alternative crypto data source

L2BEAT MCP — Layer 2 ecosystem analytics

CoinMarketCap MCP — crypto prices, market cap, rankings

TheSportsDB MCP — sports catalog (teams, players, events)

Open-Meteo MCP — weather forecast + historical reanalysis + sister APIs

PVGIS MCP — EU Joint Research Centre PV system modeler

NASA POWER MCP — Prediction of Worldwide Energy Resources

Agent Commerce MCP — agent-native A2A storefront. Discovery, Stripe checkout, affiliate program.

Playwright & Appium test automation for Claude. Generate tests, diagnose failures, open fix PRs.

e-Stat (Japan) MCP — government statistics

DBnomics MCP — meta-aggregator over 80+ stats providers

Packagist MCP — PHP / Composer package registry

DBLP MCP — Computer Science bibliography

MCP server providing symbol navigation, diagnostics, and type resolution for Nim projects

LOLBAS, GTFOBins, and process parent-child lookups for detection engineering agents.

EPO Open Patent Services MCP

French Companies MCP — recherche-entreprises.api.gouv.fr

Generate production-ready chart code (Recharts, Chart.js, ECharts, Plotly) from a prompt.

Coherence MCP — chat with your CRM's AI agent from Claude, Cursor, and Cline.

TasteDive MCP — cross-media recommendations (free with key)

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersion, local SQLite.

USGS Water Services MCP server. Real-time streamflow, gage height, and site metadata from NWIS.

Aggregate nature MCP. 8 sources: iNat, eBird, NOAA, USGS, NPN, Mushroom Observer, sky, garden.

USA National Phenology Network MCP. Bloom, leaf-out, and flight timing from NPN observers.

Mushroom Observer MCP server. Mycology observations, fungal taxonomy, and region discovery.

iNaturalist MCP server. Wildlife observations, species counts, taxa, and places worldwide.

eBird MCP server. 21 tools covering eBird API v2: observations, hotspots, checklists, taxonomy.

Brazilian public procurement (PNCP) and Federal Revenue CNPJ data — 16 tools, 4 prompts.

Rails development skills, docs, and workflows exposed through MCP stdio.

MalwareBazaar MCP — abuse.ch malware sample database (free, key required)

ThreatFox MCP — abuse.ch indicator-of-compromise feed (free, key required)

OpenCellID MCP — cell tower geolocation database (free with key)

Open-Elevation MCP — terrain elevation by lat/lon (no auth)

eBird MCP — Cornell Lab of Ornithology citizen-science bird observations

BIS MCP — Bank for International Settlements statistics (no auth)

GovInfo.gov MCP — full text of US government publications

Regulations.gov MCP — federal regulatory dockets, documents, public comments