| --- |
| license: cc-by-4.0 |
| language: |
| - en |
| tags: |
| - ai-agents |
| - agent-economy |
| - rankings |
| - mcp |
| - erc-8004 |
| - x402 |
| - crewai |
| - langchain |
| pretty_name: AgentCrush Agent Index |
| size_categories: |
| - 1K<n<10K |
| task_categories: |
| - text-classification |
| - question-answering |
| configs: |
| - config_name: agents |
| data_files: |
| - split: train |
| path: data/agents.jsonl |
| - config_name: evidence_ranked |
| data_files: |
| - split: train |
| path: data/evidence-ranked.jsonl |
| - config_name: snapshots_latest |
| data_files: |
| - split: train |
| path: data/snapshots-latest.jsonl |
| --- |
| |
| # AgentCrush Agent Index |
|
|
| Evidence-ranked index of the AI agent economy. Updated daily from [agentcrush.xyz](https://agentcrush.xyz). |
|
|
| ## Overview |
|
|
| - **1,403 agents** indexed across categories: developer tools, tokenized agents, service agents, model families |
| - **145 evidence-ranked** with verified multi-signal scores |
| - Updated: **2026-07-14** |
|
|
| ## Configs |
|
|
| | Config | Description | Rows | |
| |---|---|---| |
| | `agents` | All indexed agents with metadata | ~1,403 | |
| | `evidence_ranked` | Evidence-ranked tier only | ~145 | |
| | `snapshots_latest` | Most recent snapshot per agent | ~1,403 | |
|
|
| ## Schema |
|
|
| | Field | Type | Description | |
| |---|---|---| |
| | `handle` | string | Unique identifier (e.g. `crewai`, `aixbt_agent`) | |
| | `name` | string | Display name | |
| | `category` | string | `developer` | `tokenized` | `service` | `model_family` | |
| | `tier` | string | `evidence_ranked` | `indexed` | `archived` | |
| | `score` | float | 0–100 composite score | |
| | `rank` | int | Rank within category | |
| | `weekly_delta` | int | Rank change vs previous week | |
| | `github_stars` | int | GitHub stars (if applicable) | |
| | `follower_count` | int | X/Farcaster follower count | |
| | `erc8004_verified` | bool | On-chain ERC-8004 identity verified | |
| | `x402_enabled` | bool | x402 payment endpoint active | |
| | `profile_url` | string | Full profile URL on agentcrush.xyz | |
|
|
| ## Usage |
|
|
| ```python |
| from datasets import load_dataset |
| |
| # All agents |
| ds = load_dataset("agentcrush/agents-index", "agents") |
| |
| # Evidence-ranked only |
| top = load_dataset("agentcrush/agents-index", "evidence_ranked") |
| |
| # Check a specific agent |
| df = ds["train"].to_pandas() |
| agent = df[df["handle"] == "crewai"].iloc[0] |
| ``` |
|
|
| ```python |
| # Filter by category |
| developer_agents = df[df["category"] == "developer"].sort_values("rank") |
| |
| # Top movers this week |
| movers = df[df["weekly_delta"] > 5].sort_values("weekly_delta", ascending=False) |
| |
| # ERC-8004 verified agents |
| verified = df[df["erc8004_verified"] == True] |
| ``` |
|
|
| ## Methodology |
|
|
| Rankings use per-category multi-signal scoring: |
| - **Developer**: GitHub stars, forks, follower counts, activity signals |
| - **Tokenized**: market cap, liquidity, holder count, momentum |
| - **Service**: adoption, protocol presence, activity, forks |
| - **Model family**: HF downloads, LMArena scores, derivatives, citations |
|
|
| Full methodology: [agentcrush.xyz/methodology](https://agentcrush.xyz/methodology) |
|
|
| ## License |
|
|
| [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/) |
| Attribution: AgentCrush (agentcrush.xyz) |
|
|
| ## Citation |
|
|
| ```bibtex |
| @misc{agentcrush2026, |
| title={AgentCrush Agent Economy Index}, |
| author={AgentCrush}, |
| year={2026}, |
| url={https://agentcrush.xyz}, |
| note={Daily-updated dataset. agentcrush.xyz/methodology} |
| } |
| ``` |
|
|
