🗄️数据库 MCP（PostgreSQL / MySQL / Redis）

MCP server for Site Spy — lets AI agents monitor websites for changes

Optical ops MCP for AI DCs — gNMI, ML RUL, Digital Twin, NCCL, SPARQL semantic

Browse and manage files in your Moxt AI workspace from any MCP client.

SEO and AI-answer visibility intelligence for search, content gaps, and GEO actions.

Amazon account health, listing, FBA inventory, fee, PPC, review, and appeal intelligence.

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

Adaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.

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.

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

PVGIS MCP — EU Joint Research Centre PV system modeler

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

Packagist MCP — PHP / Composer package registry

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

EPO Open Patent Services MCP

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

OpenAIRE MCP — EU research outputs (publications, datasets, software, projects)

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.

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

Discogs MCP — music release / artist / label database

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)

Trefle MCP — global plant database (1M+ species)

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

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

Resume tailoring, cover letters, PDF export, and job search via the Laddro Career API

Generate and manage Storydoc presentations from any MCP-compatible client.

Monitor uptime, manage incidents, configure alerting, and query dependency status via DevHelm

MCP server providing OpenFeature SDK installation guides and OFREP flag evaluation

MCP gateway with 10 tools for code analysis, architecture, package audit & security.

Open scientific knowledge MCP for AI agents. Three profiles: search, publish, govern.

Playwright browser & Node.js MCP. ARIA refs, screenshots, ref-based interactions.

OpenSea MCP — NFT marketplace data (v2 API)

Cloudflare Radar MCP — internet observatory (traffic, attacks, BGP, quality)

AI copilot for French accounting firms on Pennylane. Monthly close memo in 8s, full general ledger.

Live DeFi yield, HL vaults, SEC insider/8-K, macro tape, ETF flows, airdrops, Polymarket whales.

Taiwan film equipment rates, studios, photographer/director references; AI pre-production tools.