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Agent Critiq — AI Software Landscape & Methodology v3.0
The authoritative independent directory, agential intelligence index, and objective evaluation matrix for artificial intelligence tools.
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-26T11:38:33.255Z. Cached copy · Source on agentcritiq.com
# Agent Critiq — AI Software Landscape & Methodology v3.0
> The authoritative independent directory, agential intelligence index, and objective evaluation matrix for artificial intelligence tools.
Agent Critiq provides transparent, B2B-grade technical evaluations, ROI calculators, latency telemetry, and prompt specifications for autonomous coding agents, Large Language Models (LLMs), multimodal engines, and productivity software.
## Methodology v3.0 (4-Phase Independent Evaluation Protocol)
All software ratings on Agent Critiq follow the strict **Methodology v3.0 Protocol** (maximum score 4.3 / 5.0 to reflect realistic enterprise limits):
1. **Phase 1: Ecosystem & Community Pulse (25% Weight):** GitHub commit velocity, open-source adoption, community discussions, and API accessibility.
2. **Phase 2: Laboratory Stress Engine & SLA (25% Weight):** Context window consistency, 50+ turn memory persistence, rate limit tolerance, and uptime SLA.
3. **Phase 3: Security & Data Privacy Audit (20% Weight):** Zero-data retention, shadow-training risk, SOC 2 compliance, and enterprise licensing.
4. **Phase 4: Expert Human Field Test (30% Weight):** 40+ hours hands-on testing by senior staff engineers in real production workflows.
## Official MCP Server (Model Context Protocol)
Agent Critiq provides a live MCP server for Claude Desktop, Cursor, and autonomous AI agents:
- **Repo:** `mcp-server/index.mjs`
- **Resources:**
- `agentcritiq://dataset/tools.json` (Full 100+ tool database with Methodology v3.0 scores)
- `agentcritiq://dataset/categories.json` (Category distribution)
- **Key Tools:**
- `search_ai_tools`: Filter by category, pricing, minimum rating threshold.
- `get_tool_detail`: Retrieve deep pros/cons, features, Community Index, and SLA.
- `get_methodology_audit`: Inspect the 4-phase scorecard for any tool.
- `get_agent_telemetry`: Modeled response latency (ms), uptime SLA (%), and throughput.
- `compare_tools`: Side-by-side technical comparison matrix.
## Core Interactive Tools
- [AI Cost Calculator](https://agentcritiq.com/tools/calculator): Estimate monthly B2B infra vs human labor savings when switching to AI workflows.
- [AI Match Quiz & Compatibility Test](https://agentcritiq.com/tools/quiz): 60-second quiz matching workflow, budget, and runtime requirements to the optimal AI tool.
- [Compare Hub](https://agentcritiq.com/compare): Side-by-side technical, pricing, and SLA comparison of leading AI competitors.
- [Visual Output Gallery](https://agentcritiq.com/gallery): Authentic high-fidelity visual and video generations with exact prompts and parameters.
## Top AI Tools & Benchmarks (2026 Index)
### Autonomous Coding & Developer Agents
- [Cursor](https://agentcritiq.com/review/cursor): AI-first IDE fork of VS Code. Rating: 4.9★ | Community Index: 4.3 / 5.0 (High Confidence) | SLA: 99.95% | Latency: ~120ms.
- [Windsurf](https://agentcritiq.com/review/windsurf): Agentic IDE with Cascade flow. Rating: 4.8★ | Community Index:
…
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| Domain | Title | Category | Country | Authority | llms.txt | llms-full.txt | Save |
|---|---|---|---|---|---|---|---|
| gofrantic.com | Frantic | interface AI and machine learning AI agents and MCP | — | 61 | ✓ | ||
| agentwebmap.com | Agent Web Map | interface AI and machine learning AI agents and MCP +1 | FR | 60 | ✓ | ✓ | |
| aiteamguide.com | AITeamGuide | documentation AI and machine learning Marketing +4 | — | 60 | ✓ | ✓ | |
| cloudflare.com | Cloudflare | interface AI and machine learning Infrastructure +1 | — | 85 | ✓ | ✓ | |
| adobe.com | Adobe Tools | transactional AI and machine learning Productivity +1 | FR | 75 | ✓ | ||
| intel.com | Intel Corporation | documentation Industry and manufacturing Consumer electronics +1 | US | 74 | ✓ | ✓ | |
| opera.com | The Opera browser overview | documentation Infrastructure AI and machine learning +2 | NL | 74 | ✓ | ||
| taboola.com | Taboola.com | documentation AI and machine learning Marketing | — | 74 | ✓ | ✓ |
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