The real catalog of tools for AI agents

MCP server for Harness API integration

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

MCP chaos-testing toolkit. Default: simulated demo. Configure proxy mode to test a real agent.

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

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

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

A standardized testing harness for MCP servers and agent workflows

Desktop UI automation for AI agents: verified clicks, UI Automation, OCR, scenario runs, recording

MCP server for FCA Handbook compliance analysis with verbatim citations.

Renders a pipeline DAG and test-harness dashboard inline as an MCP App

Cross-harness communication and shared work-state for AI coding agents.

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

The trust harness for AI agents. Set what an agent can do before it acts.

A harness for driving a Godot 4 project from an agent: addons, runtime bridge, MCP server, CLI.

The drift harness as an MCP server. Offline, no key — a fixed reference an agent checks against.

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

Read-only GitHub bounty, agent harness, Actions failure, flake, and MCP tool-drift decisions.

MCP conformance test harness. JSON-RPC, OAuth 2.1 PKCE, schemas, smoke, annotations. CLI + lib.

Multi-LLM dev harness, MCP-operable: bugs, cycles, gates. Verdicts are exit codes, never opinions.

Let coding agents on one machine message and wake each other. Run `harness-summit install` first.