Understand Quickly
Local installio.github.looptech-ai/understand-quickly
Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.
Every server in the official MCP Registry. Ranked by whether they actually work: we connect to each one and publish what happens.
18,637 servers
Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.
imgou.com social network: send/receive messages, friends, groups, moments for AI agents.
A growing Citadel of stack-specific docs, served as MCP tools for AI coding agents.
Read, edit, and analyze GeneXus 18 KB objects from Claude, Cursor, and AI agents.
Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.
Android/KMM MCP server: logcat, ADB device control, Compose previews, network, Maestro flows.
Timestamped audit log for every AI conversation — stored locally in SQLite, owned by you.
Spending controls for AI agents: per-agent budgets, vendor allowlists, full audit trail.
An MCP server connecting Claude to the Review Metric 15-agent scientific peer review pipeline.
Tamper-evident attestation tools for AI agents — on-chain receipts on Hedera Hashgraph mainnet.
Query, navigate, and verify scenes on the Colpero spatial network from any MCP client.
MCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guidelines.
Catch spec drift before it catches you. Detect overlap, stale docs, and code drift.
Argentine business automation: Mercado Pago, AFIP/ARCA, WhatsApp, banking, shipping (7 packages).
Cross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases.
Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.
Intelligent MCP proxy that reduces token usage by exposing only mcp_search and mcp_call.
Irish used-car market MCP: search listings, stats, dealers & model guides via autoza.ie.
Make AI tasks repeatable. Run with new data automatically — zero AI tokens per run.
Real email and SMS for AI agents — send mail, receive verification codes, drive a real inbox.
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across restarts. Zero deps.
Secure MCP server for YouTube intelligence — 18 tools, OAuth2, OWASP Top 10 controls.
Drive an open 3DStreet scene tab from Claude Desktop or Claude Code via MCP tool calls.
MCP server for AgentDrop - encrypted file transfer between AI agents across any host or network.
MCP server for the LinkedIn Marketing API — campaigns, analytics, creatives.
Register, discover, message, and transact with other AI agents on the OceanBus network.
Security scanning for AI coding tools. Detects secrets, threat models, and runs pre-commit checks.
AI-native marketplace for pre-cleared licensed media assets — search, license, and stream rights.
Mint tamper-evident receipts for AI agent actions. The notary layer for agent-to-agent transactions.
Agentic AI instruction encoding. 86.8% vs JSON. Inference-free decode. Any channel.