🗄️数据库 MCP（PostgreSQL / MySQL / Redis）

DataCite MCP — DOIs for research datasets (free, no auth)

NWS MCP — US National Weather Service (no auth)

OpenStreetMap Overpass MCP — programmatic queries against the OSM database

Context portability MCP server for compressing, formatting, and resuming AI conversation handoffs.

Agent-first cognitive substrate: 20 verbs + 50 lint dims over a self-validating graph.

Search live UK firefighter recruitment across 73 fire services, with on-call station data.

MCP server for VC pitch-deck scoring, thesis-fit matching, and deal-flow management.

Agent-commerce MCP server for x402/USDC payments and affiliate splits on Base.

Manage channels, conversations, users, and workspace apps programmatically

Open execution contract for agents doing business work. 6 operators, one MIT-licensed spec.

Track errors, manage performance alerts, and configure dashboards and monitors

Manage subscriptions, users, and send event notifications for Semrush apps

Launch, scale, and manage GPU pods and serverless endpoints across regions

Send, track, and manage transactional emails at scale

Manage expenses, corporate cards, accounts payable, and accounting integrations

Send, track, and manage transactional and bulk email delivery

Create and manage vector database indexes, backups, and collections

Search the web, generate AI responses, and create embeddings with real-time information

Search real-time news articles, companies, journalists, and trending topics

Extract data, edit, convert, and parse PDF documents with OCR and AI

Convert addresses to coordinates and reverse-geocode locations worldwide

Create and manage software licenses, products, modules, and customer licensing agreements

Analyze user behavior with funnels, retention, cohorts, and event segmentation

Send emails and manage sending domains, suppression lists, and delivery analytics

Send transactional emails, manage domains, and track delivery analytics

Search the web and fetch pages with sourced results, optimized for AI agents

Manage feature flags, segments, projects, environments, and team members

Manage dashboards, users, teams, alerts, data sources, and access control

Query search analytics, manage sitemaps, and inspect site URLs and status

Scrape Google search results with SERP data, ads, and knowledge panels

Geocode addresses, calculate directions, and search places with maps and routing

Send, read, organize emails, manage labels, drafts, and filters

Export files, access design data, manage projects, comments, and team assets

Create and manage secure sandboxes for running AI agent code

Track customer data, manage audience segments, and trigger personalized campaigns

Analyze code quality, security issues, and coverage across repositories

Search your developer network and trace connection paths via GitHub & LinkedIn.

Live data grids for AI agents. Push structured data; humans review, agents read back via MCP.

Search jobs, manage resumes, and track applications on Qarera from your AI chat client.

Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker.

MCP server for the full Pāli Canon — search, cite, compare translations. Offered as Dhamma Dāna.

AI search visibility MCP. Get cited by ChatGPT, Perplexity, Claude, and Google AI Overviews.

Japanese court-run real-estate auctions (BIT). 5 tools, ~1,480 active listings. CC BY 4.0.

MCP Server for video enhancement and image segmentation (SAM3)

Standards-based A2A hub. One MCP connection to thousands of agents, with shared persistent memory.

Extract structured pricing tiers and addons from any SaaS pricing page URL. Built for AI agents.