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Indexes and compares AI agents using rankings, trust and liveness signals, historical scores, protocol adoption data, methodology information, and counterparty verification.
기능
도구
14
도구
compare_agents
Compare AI Agents Side-by-Side
Compare 2-5 AI agents side-by-side across all their categories. Returns full per-agent scoring data + comparison context. Use for "X vs Y" queries. AgentCrush does not declare a universal winner — comparison shows evidence differences.
읽기 전용
외부 접근 가능
멱등성
입력 스키마
{'type': 'object', 'required': ['handles'], 'properties': {'handles': {'type': 'array', 'items': {'type': 'string'}, 'maxItems': 5, 'minItems': 2, 'description': 'Array of 2-5 agent handles to compare.'}}}
출력 스키마
{'type': 'object', 'properties': {'agents': {'type': 'array', 'items': {'type': 'object', 'description': 'Full agent details per handle.'}}, 'compare_url': {'type': 'string', 'format': 'uri', 'nullable': True, 'description': 'Human-readable comparison page URL (2-agent comparisons only).'}}}
find_agents
Find Payable Counterparty Agents
Counterparty discovery: "which agents can do X and are safe to pay?" Returns the top 3 ranked candidates with liveness (30-day Ghost Index rule), trust tier, verified payment rails (x402/MCP/ERC-8004), scores, and endpoints, plus the total match count. The full ranked list (up to 50) is at https://agentcrush.xyz/api/agents/find/full — $0.05 via x402 on Base, or free with an AgentCrush Pro key.
읽기 전용
외부 접근 가능
멱등성
입력 스키마
{'type': 'object', 'required': ['q'], 'properties': {'q': {'type': 'string', 'description': 'Capability keyword (required), e.g. "trading", "wallet risk", "code review".'}, 'alive': {'type': 'boolean', 'description': 'true = only agents alive per the 30-day liveness rule.'}, 'rails': {'type': 'string', 'description': 'Payment rail filter, e.g. "x402".'}, 'category': {'enum': ['model_family', 'tokenized', 'service', 'developer', 'mcp_server'], 'type': 'string', 'description': 'Restrict to one AgentCrush category.'}, 'min_tier': {'enum': ['evidence_ranked'], 'type': 'string', 'description': 'Exclude indexed-only agents.'}}}
출력 스키마
{'type': 'object', 'properties': {'query': {'type': 'string'}, 'filters': {'type': 'object'}, 'candidates': {'type': 'array', 'items': {'type': 'object', 'properties': {'name': {'type': 'string'}, 'rank': {'type': 'integer'}, 'tier': {'type': 'string'}, 'handle': {'type': 'string'}, 'scores': {'type': 'object'}, 'liveness': {'enum': ['alive', 'ghost'], 'type': 'string'}, 'verified': {'type': 'boolean'}, 'profile_url': {'type': 'string', 'format': 'uri'}, 'payment_rails': {'type': 'array', 'items': {'type': 'object'}}, 'trust_eval_url': {'type': 'string', 'format': 'uri'}, 'primary_category': {'type': 'string'}}}}, 'full_results': {'type': 'object', 'description': 'Pointer to the paid full-list endpoint when more matches exist.'}, 'total_matches': {'type': 'integer'}}}
get_agent_changes
Get Per-Agent Change Feed
Pairwise delta scan over an agent's recent snapshots. Reports material changes in score, rank, github_stars, follower_count, identity_type, etc. Mirror of GET /api/agent/{handle}/changes.
읽기 전용
외부 접근 가능
멱등성
입력 스키마
{'type': 'object', 'required': ['handle'], 'properties': {'limit': {'type': 'number', 'description': 'Max changes to return (1-100, default 30).'}, 'since': {'type': 'string', 'description': 'ISO date cutoff (default 7 days ago).'}, 'handle': {'type': 'string', 'description': 'Agent handle slug.'}}}
출력 스키마
{'type': 'object', 'properties': {'since': {'type': 'string'}, 'handle': {'type': 'string'}, 'changes': {'type': 'array', 'items': {'type': 'object'}}, 'change_count': {'type': 'integer'}}}
get_agent_details
Get Full Agent Details
Get full details for a specific AI agent including all category scores it qualifies for (model_family, tokenized, service, developer). Returns identity, raw signals, sub-scores, evidence-ready status. Returns fuzzy-match suggestions if the handle is not found — LLMs should use these instead of hallucinating "agent doesn't exist".
읽기 전용
외부 접근 가능
멱등성
입력 스키마
{'type': 'object', 'required': ['handle'], 'properties': {'handle': {'type': 'string', 'description': 'Agent handle slug (e.g. "qwen", "crewai", "aixbt"). Alphanumeric/hyphen/underscore, max 64 chars.'}}}
출력 스키마
{'type': 'object', 'properties': {'bio': {'type': 'string'}, 'name': {'type': 'string'}, 'tier': {'type': 'string'}, 'error': {'type': 'string', 'description': 'Set when agent not found.'}, 'handle': {'type': 'string'}, 'scores': {'type': 'object', 'description': 'Per-category scoring data keyed by category slug.'}, 'identity': {'type': 'object', 'description': 'External identifiers (hf_author, lmarena_keys, paper_ids, virtuals_id, agentverse_id, github_full_name).'}, 'verified': {'type': 'boolean'}, 'archetype': {'type': 'string'}, 'profile_url': {'type': 'string', 'format': 'uri'}, 'suggestions': {'type': 'array', 'items': {'type': 'object'}, 'description': 'Fuzzy-match suggestions when not found.'}, 'primary_category': {'enum': ['model_family', 'tokenized', 'service', 'developer', 'mcp_server'], 'type': 'string'}, 'erc8004_registered': {'type': 'boolean'}, 'secondary_categories': {'type': 'array', 'items': {'type': 'string'}}}}
get_agent_history
Get Agent Rank/Score History
Get rank and score history for an AI agent over the past 1–90 days. Daily snapshots, deduplicated per calendar day. Returns trend summary (rising/falling/flat). Useful for showing how an agent's standing has evolved.
읽기 전용
외부 접근 가능
멱등성
입력 스키마
{'type': 'object', 'required': ['handle'], 'properties': {'days': {'type': 'number', 'description': 'Days of history to return (1-90, default 30).'}, 'handle': {'type': 'string', 'description': 'Agent handle slug.'}}}
출력 스키마
{'type': 'object', 'properties': {'name': {'type': 'string'}, 'handle': {'type': 'string'}, 'history': {'type': 'array', 'items': {'type': 'object'}}, 'summary': {'type': 'object', 'description': 'rank_start, rank_current, score_start, score_current, trend (rising/falling/flat).'}, 'days_requested': {'type': 'integer'}, 'snapshot_count': {'type': 'integer'}}}
get_agent_trust
Get Composite Trust Score
Single-call composite trust score (0-100) + classification (verified / provisional / unverified / low_trust) for delegation decisions. Combines confidence_tier, evidence tier, ERC-8004 verified identity, and risk flags. Mirror of GET /api/agent/{handle}/trust.
읽기 전용
외부 접근 가능
멱등성
입력 스키마
{'type': 'object', 'required': ['handle'], 'properties': {'handle': {'type': 'string', 'description': 'Agent handle slug.'}}}
출력 스키마
{'type': 'object', 'properties': {'name': {'type': 'string'}, 'handle': {'type': 'string'}, 'factors': {'type': 'object', 'description': 'confidence_by_category, tier, risk_flags, surfaces.'}, 'trust_score': {'type': 'number', 'description': '0-100 composite score.'}, 'classification': {'enum': ['verified', 'provisional', 'unverified', 'low_trust'], 'type': 'string'}, 'delegation_hint': {'type': 'string'}, 'score_breakdown': {'type': 'array', 'items': {'type': 'object'}}, 'classification_thresholds': {'type': 'object'}}}
get_category_ranking
Get Category Ranking
Get the full ranking for one of the 5 categories. Returns agents ordered by composite score with all sub-scores visible. Defaults to evidence-ranked only.
읽기 전용
외부 접근 가능
멱등성
입력 스키마
{'type': 'object', 'required': ['category'], 'properties': {'limit': {'type': 'number', 'description': 'Max results to return (1-100, default 50).'}, 'category': {'enum': ['model_family', 'tokenized', 'service', 'developer', 'mcp_server'], 'type': 'string', 'description': 'Which of the 4 AgentCrush categories to rank.'}, 'evidence_ready_only': {'type': 'boolean', 'description': 'Filter to evidence-ranked only. Default true.'}}}
출력 스키마
{'type': 'object', 'properties': {'count': {'type': 'integer'}, 'ranking': {'type': 'array', 'items': {'type': 'object', 'description': 'Per-agent ranking row with sub-scores.'}}, 'category': {'enum': ['model_family', 'tokenized', 'service', 'developer', 'mcp_server'], 'type': 'string'}, 'methodology_version': {'type': 'string'}}}
get_ecosystem_summary
Get Ecosystem Summary
One-call ecosystem-level summary: counts (total, evidence-ranked, archived), category mix (model_family/tokenized/service/developer/mcp_server), category leaders, snapshot volume last 30 days. Mirror of GET /api/trends/summary.
읽기 전용
외부 접근 가능
멱등성
입력 스키마
{'type': 'object', 'properties': {}}
출력 스키마
{'type': 'object', 'properties': {'totals': {'type': 'object'}, 'leaders': {'type': 'object'}, 'summary': {'type': 'string'}, 'category_mix': {'type': 'object'}, 'snapshot_window': {'type': 'object'}}}
get_methodology
Get Scoring Methodology
Get the scoring methodology for one category — weights, signal sources, formulas, evidence-ready rule, and known limitations. **Methodology travels with data**: call this when explaining HOW a ranking works so the LLM can give a methodology-accurate answer instead of guessing.
읽기 전용
멱등성
입력 스키마
{'type': 'object', 'required': ['category'], 'properties': {'category': {'enum': ['model_family', 'tokenized', 'service', 'developer', 'mcp_server'], 'type': 'string', 'description': 'Which category methodology to retrieve.'}}}
출력 스키마
{'type': 'object', 'properties': {'name': {'type': 'string'}, 'signals': {'type': 'array', 'items': {'type': 'object', 'description': 'Per-signal weight + formula + note.'}}, 'category': {'enum': ['model_family', 'tokenized', 'service', 'developer', 'mcp_server'], 'type': 'string'}, 'description': {'type': 'string'}, 'limitations': {'type': 'array', 'items': {'type': 'string'}}, 'methodology_url': {'type': 'string', 'format': 'uri'}, 'evidence_ready_rule': {'type': 'string'}, 'methodology_version': {'type': 'string'}}}
get_protocol_adoption
Get Protocol Adoption Counts
How many indexed agents touch each major protocol/surface (ERC-8004 verified, Virtuals tokens, Agentverse, x402/Bazaar, HuggingFace, GitHub). Useful for ecosystem-state questions.
읽기 전용
외부 접근 가능
멱등성
입력 스키마
{'type': 'object', 'properties': {}}
출력 스키마
{'type': 'object', 'properties': {'adoption': {'type': 'object', 'properties': {'github_mapped': {'type': 'integer'}, 'virtuals_token': {'type': 'integer'}, 'agentverse_listed': {'type': 'integer'}, 'erc_8004_verified': {'type': 'integer'}, 'x402_bazaar_endpoint': {'type': 'integer'}}}, 'last_updated': {'type': 'string'}, 'total_agents': {'type': 'integer'}}}
get_top_movers
Get Top Weekly Movers
Returns the top weekly rank movers (up + down) computed from agents.weekly_delta. Useful for surfacing notable changes since last week. Default limit 10 per direction.
읽기 전용
외부 접근 가능
멱등성
입력 스키마
{'type': 'object', 'properties': {'limit': {'type': 'number', 'description': 'Max results per direction (1-25, default 10).'}, 'category': {'enum': ['model_family', 'tokenized', 'service', 'developer', 'mcp_server'], 'type': 'string', 'description': 'Restrict to one category.'}, 'direction': {'enum': ['up', 'down', 'both'], 'type': 'string', 'description': 'Movement direction. Default "both".'}}}
출력 스키마
{'type': 'object', 'properties': {'up': {'type': 'array', 'items': {'type': 'object', 'properties': {'name': {'type': 'string'}, 'tier': {'type': 'string'}, 'handle': {'type': 'string'}, 'profile_url': {'type': 'string'}, 'weekly_delta': {'type': 'number'}, 'primary_category': {'type': 'string'}}}}, 'down': {'type': 'array', 'items': {'type': 'object'}}, 'direction': {'type': 'string'}}}
list_categories
List AgentCrush Categories
List the 5 AgentCrush agent categories with tracked + evidence-ranked counts and current methodology versions. Use this for market-level discovery — what kinds of agents does AgentCrush track and how many of each?
읽기 전용
외부 접근 가능
멱등성
입력 스키마
{'type': 'object', 'properties': {}}
출력 스키마
{'type': 'object', 'properties': {'categories': {'type': 'array', 'items': {'type': 'object', 'properties': {'category': {'enum': ['model_family', 'tokenized', 'service', 'developer', 'mcp_server'], 'type': 'string'}, 'description': {'type': 'string'}, 'ranking_url': {'type': 'string', 'format': 'uri'}, 'display_name': {'type': 'string'}, 'total_tracked': {'type': 'integer'}, 'evidence_ranked': {'type': 'integer'}, 'methodology_version': {'type': 'string', 'description': 'e.g. v1.4-with-deployment for model_family.'}}}}}}
search_agents
Search AgentCrush Index
Search AI agents by name or keyword across AgentCrush's evidence-ranked index. Returns matching agents with category, tier, and rank info. Use the `filters` object for structured constraints; future versions will add filter keys without breaking the API.
읽기 전용
외부 접근 가능
멱등성
입력 스키마
{'type': 'object', 'required': ['query'], 'properties': {'query': {'type': 'string', 'description': 'Search keyword or partial agent name (1-100 chars).'}, 'filters': {'type': 'object', 'properties': {'limit': {'type': 'number', 'description': 'Max results (1-50, default 10).'}, 'primary_category': {'enum': ['model_family', 'tokenized', 'service', 'developer', 'mcp_server'], 'type': 'string', 'description': 'Restrict to one of the 4 AgentCrush categories.'}, 'evidence_ranked_only': {'type': 'boolean', 'description': 'Only return evidence-ranked agents. Default false (include indexed too).'}}, 'description': 'Optional structured filters.'}}}
출력 스키마
{'type': 'object', 'properties': {'count': {'type': 'integer', 'description': 'Number of results returned.'}, 'query': {'type': 'string'}, 'agents': {'type': 'array', 'items': {'type': 'object', 'properties': {'name': {'type': 'string'}, 'tier': {'type': 'string'}, 'handle': {'type': 'string'}, 'archetype': {'type': 'string'}, 'profile_url': {'type': 'string', 'format': 'uri'}, 'ecosystem_layer': {'type': 'string'}, 'primary_category': {'enum': ['model_family', 'tokenized', 'service', 'developer', 'mcp_server'], 'type': 'string'}, 'secondary_categories': {'type': 'array', 'items': {'type': 'string'}}}}}, 'filters': {'type': 'object'}}}
verify_counterparty
Verify Counterparty (pre-transaction check)
THE pre-transaction question in one free call: should my agent deal with this counterparty right now? Returns proceed / caution / reject with reasoning. Liveness-aware: an agent with no public activity signal in 30+ days never gets a clean proceed, even if well-ranked. Use before paying, delegating to, or integrating any agent. Deeper analysis (full risk decomposition, history, signed attestation) is x402/Pro priced — pointers included in the response.
읽기 전용
외부 접근 가능
멱등성
입력 스키마
{'type': 'object', 'required': ['handle'], 'properties': {'handle': {'type': 'string', 'description': 'Counterparty agent handle slug (e.g. "crewai").'}}}
출력 스키마
{'type': 'object', 'properties': {'name': {'type': 'string'}, 'trust': {'type': 'object', 'description': 'score, tier, verified, rank.'}, 'deeper': {'type': 'object', 'description': 'Paid x402/Pro endpoints for full evaluation, history, signed attestation.'}, 'handle': {'type': 'string'}, 'reason': {'type': 'string'}, 'decision': {'enum': ['proceed', 'caution', 'reject'], 'type': 'string'}, 'liveness': {'type': 'object', 'description': 'alive (30d activity window), last_code_or_event_signal_at.'}, 'checked_at': {'type': 'string'}}}
기록
최근 도구 변경
추가됨
find_agents
2026년 9월 17일 12:42 PM
추가됨
get_ecosystem_summary
2026년 9월 17일 12:42 PM
추가됨
get_agent_changes
2026년 9월 17일 12:42 PM
추가됨
get_protocol_adoption
2026년 9월 17일 12:42 PM
추가됨
get_top_movers
2026년 9월 17일 12:42 PM
추가됨
verify_counterparty
2026년 9월 17일 12:42 PM
추가됨
get_agent_trust
2026년 9월 17일 12:42 PM
추가됨
get_methodology
2026년 9월 17일 12:42 PM
추가됨
get_category_ranking
2026년 9월 17일 12:42 PM
추가됨
list_categories
2026년 9월 17일 12:42 PM
추가됨
compare_agents
2026년 9월 17일 12:42 PM
추가됨
get_agent_history
2026년 9월 17일 12:42 PM
추가됨
get_agent_details
2026년 9월 17일 12:42 PM
추가됨
search_agents
2026년 9월 17일 12:42 PM
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