Landscape Overview¶
This page provides a bird's-eye view of the AI tool catalogue, showing current metrics, connectivity, and recent additions. It is updated monthly to reflect the evolving state of the repository.
Overview¶
- Last Generated: 2026-05-01
- Total Tools Documented: 371 (Significant growth from 211 in the April report)
Category Breakdown¶
Current tool count and focus per category, verified against all_tools.json:
| Category | Count | Summary |
|---|---|---|
| AI Assistants & Knowledge | 67 | General-purpose chat interfaces, RAG platforms, and knowledge bases. |
| Development & Ops | 57 | Coding assistants, IDEs, and agentic development tools. |
| Process & Understanding | 36 | Data extraction, OCR, and document processing. |
| Benchmarking | 31 | Evaluation frameworks and performance measurement tools. |
| Automation & Orchestration | 29 | Workflow automation and tool integration servers. |
| Intake & Storage | 25 | Data collection, self-hosted storage, and document management. |
| Agents | 25 | Multi-agent orchestration frameworks. |
| Frameworks | 21 | Development libraries for building AI-powered applications. |
| Providers | 20 | LLM API providers and model marketplaces. |
| Infrastructure | 16 | Model serving, inference engines, and fine-tuning platforms. |
| Calendar & Tasks | 13 | Scheduling and task management integrations. |
| Enterprise AI | 9 | Enterprise-grade AI search and productivity suites. |
| Patterns | 5 | Standardized approaches and architectural patterns. |
| Media & Entertainment | 5 | Self-hosted media servers and creative content tools. |
| Reference Implementations | 3 | Skeleton code and reference designs for AI patterns. |
| Knowledge Base | 3 | Deep-dive research and comparison articles. |
| Creative & Communication | 3 | Diagramming and secure messaging services. |
| Playbooks | 1 | Step-by-step guides for specific AI implementations. |
| Architecture | 1 | High-level system design and component maps. |
| AI & Knowledge | 1 | Legacy or specialized AI knowledge documentation. |
Top 10 Most-Connected Tools¶
Based on the number of internal links in their 'Related tools / concepts' sections.
| Tool | Related Links |
|---|---|
| OpenClaw | 11 |
| Claude Code | 10 |
| OpenAI | 9 |
| Fine-tuning Open Models | 8 |
| Supabase | 8 |
| n8n | 7 |
| OpenHands | 7 |
| Runway ML | 7 |
| TeamOut | 7 |
| ansigpt | 6 |
Underdeveloped Categories¶
Categories with fewer than 8 docs are identified as areas where the repository is actively expanding: - Patterns (5) - Media & Entertainment (5) - Reference Implementations (3) - Knowledge Base (3) - Creative & Communication (3) - Playbooks (1) - Architecture (1) - AI & Knowledge (1)
What's New This Month¶
Key additions and integrations from the Batch 2 (Agent Frameworks), Batch 3 (SDKs), and Batch 6 (Storage) execution phases: - Agent Frameworks: AG2, Langflow, Mastra, Rivet, Superinterface, Temporal. - SDKs & Tooling: LlamaIndex.TS, Vercel AI SDK, Instructor, Google ADK, Firebase Genkit, Portkey. - Storage & Observability: ClickHouse, Snowflake, S3 Storage, W&B Weave, OpenTelemetry Collector, Webhook. - Enterprise Productivity: Dashworks, Guru, Curiosity, Coveo, Elastic, AmpCode. - Benchmarking: Humanity's Last Exam (HLE), SWE-bench Pro, SharpAI Security.
Critical Risks & Future Outlook¶
The "Humanity's Last Gasp" analysis (April 2026) suggests that the current era of "AI assisting humans to work harder" may be a transient state (the "Turkey Problem"). As benchmarks like SWE-Bench Pro become saturated and AGI superclusters approach, the "Software Factory" pattern and "Prompt Requests" will likely redefine the role of the engineer.
Sources / References¶
- Humanity's Last Gasp (Latent Space)
- All Tools Metadata
- Growth Metrics
- Architecture Component Map
- GitHub Repository
Contribution Metadata¶
- Last reviewed: 2026-05-01
- Confidence: high