The real catalog of tools for AI agents

SSTIM reference for senses, stimuli, perception and scientific contributions.

Real-time physical perception for AI agents — vision, spatial, acoustic, environmental

Audio perception for AI agents: measure, see, compare, edit and synthesize sound locally.

Neuroscience MCP server (Python)

Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Research

Deterministic SVG perception for LLM agents — measures, never guesses. MCP server.

Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance

Perception for AI agents: media QC asserts, image diff, OCR tiles, video/audio analysis, PDF, 3D.

Narrative intelligence from thousands of curated media sources, delivered to AI through MCP.

Agent tools for Qlik Sense Enterprise on Windows: troubleshoot, govern, query and build.

Give agents eyes on any web page: structured context, and changes explained in plain language.

Give your AI agent ears — ambient voice intelligence with 8 MCP tools for Claude Desktop

Your agent seeks what search can't find. A self-hosted perception MCP server.

Quantitative research for US stocks, ETFs and crypto. General information, not advice.

Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.

Deterministic code analysis harness giving AI agents senses, memory and judgment for code.

Read-only live geopolitical-risk sensing for agents. ARCANE notices; never forecasts or advises.

Shared MCP memory for AI agents: knowledge base, skills, todos and agent-to-agent handoffs.

Real-time Reddit + Hacker News sensing: trending, mention velocity, sentiment, emerging terms.

Repository knowledge graph MCP server for codebase understanding and debugging.