"How to search for academic papers using Google Scholar" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Official MCP: continuous supply-chain risk monitoring and early warning, not a one-off report. Register and create a key at https://supplygraph.ai/zk_chat_os/dashboard/dashboard.html — if you are not signed in you will be redirected to login; new users can register there. After login, open A2A / MCP and click Create Production Key or Create Sandbox Key. Send the header as Bearer <api_key> (one Bearer prefix, then the raw key). Optional for initialize and tools/list; required for tools/call.
Shared memory for AI agents. One address per fact, one signature you check. No key to read.
Persistent project context for Claude. IANA-registered .faf format.
Persistent project context for xAI Grok. IANA-registered .faf format.
Macro forecasts for inflation, rates, labor, GDP, housing, commodities, currencies, and equities.
Live market data, signals, positions, and macro analysis for crypto, KR stocks, and US stocks.
Human judgment for AI agents: discover capabilities, get quotes, and track paid human tasks.
Read-only MCP tools for Total Parks-listed Australian holiday parks, caravan parks, and campgrounds.
SupplyGraph.AI MCP server for supply-chain intelligence and China business data. Tools include company search, tariff calculation, enterprise-change monitoring, risk prediction, POIs, industrial parks, regional indicators, industry-chain enterprises, company registry data, and nearby location insights.
Search scientific papers with structured experimental data from full-text studies
Creative-intelligence MCP for campaign strategy, ad builds, QA, and reporting.
Hosted MCP server for Retro Diffusion. Generate authentic, grid-aligned pixel art — sprites, characters, animations, and tilesets — from Claude, Cursor, VS Code, Windsurf, or any MCP client. 90+ styles, free cost estimation, pay-per-generation with no subscription and credits that never expire.
Custom metal-print storefront: catalog search, product details, shipping, reviews. Read-only.
Dice MCP: Search for tech jobs on Dice.com
PreClick scans links for threats and confirms intent match with high accuracy before agents click.
PreClick scans links for threats and confirms intent match with high accuracy before agents click.
Foundation discovery and grant intelligence for nonprofits. 174K+ US funders, IRS 990 data.
The industry standard reference for safe, observable, and steerable AI agent UX. Browse and search the 10 Blueprint principles, principle clusters, curated implementation examples, and application guides. 13 public tools require no credentials. Tools for learning path, coaching context, and handoffs require a Firebase Bearer token. Validation and usage summary tools require a Pro or Teams membership.
MCP server that delivers up-to-date Bitrix24 REST API documentation.
