The real catalog of tools for AI agents

Decision lock, anti-hallucination, meta-evolution and provenance for any MCP agent. 55 tools.

927 deterministic algorithms as 57 MCP tools: coupling, value, distance, correlation, reduction.

Search 500+ wire-harness & cable-assembly manufacturers by country, industry, and capability.

MCP server for Harness API integration

Query core AI knowledge, essays, executable Labs, Homeric data and epistemic claims.

Stdio MCP bridge for SandBase Harness agents, sessions, turns, artifacts, and cancellation.

Manage your Hamilton Harness AI rep: knowledge, rules, orders, tests and conversations.

MCP compliance proxy between agent and tools: deterministic governance, fail-closed, audit trail.

AI Security Harness: SAST, secrets, deps, containers, config & OWASP LLM. Scans locally.

Local QA workflows, test evidence, screenshot maps and confidence reports for AI coding agents.

Agent-harness picks, decision guides, and setup templates; live GitHub/HN discovery.

Tells you what leaked in a .har capture, who's on the page, and what to strip. No network calls.

MCP server for FCA Handbook compliance analysis with verbatim citations.

Testing, benchmarking and auditing autonomous AI agents — methods, harnesses, evidence

Portable AI memory shared across models and harnesses - plain markdown you own.

No-data MCP handoff for local Claude Code to Codex harness moves. $49 lifetime.

Budgeted reports and datasets with Hound, Webhound's DeepSeek V4 Pro + GPT-5.4 research harness.

Reasoning, code, anti-deception, memory harness MCP tools. Stdio or HTTPS api.ejentum.com/mcp

Catalog of 370+ open-source AI-agent harnesses. Search, list your own, earn USDC tips via x402.

Independent, reproducible benchmark harness for agent-memory backends.