AgentCrush
Market intelligence for the AI agent economy: rankings, trust signals, liveness. 13 tools.
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Calidad y seguridad
Hallazgos (3)
- HIGHTool poisoning patterns detected
- MEDIUMTool description contains URL to non-standard domainen find_agents
- LOWTool 'get_protocol_adoption' description lacks action verben get_protocol_adoption
Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.
Costo de contexto
Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.
Instalar
Instalación con un clic
Agrega esto a tu archivo `claude_desktop_config.json`:
{
"mcpServers": {
"agentcrush-app": {
"url": "https://www.agentcrush.xyz/api/mcp/v1"
}
}
}Puntos de conexión remotos
https://www.agentcrush.xyz/api/mcp/v1streamable-httpQué puede hacer
Inventario de herramientas
Herramientas (14)
🟢search_agents(query, filters)
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.
Esquema de entrada
{
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "Search keyword or partial agent name (1-100 chars)."
},
"filters": {
"type": "object",
"description": "Optional structured filters.",
"properties": {
"primary_category": {
"type": "string",
"enum": [
"model_family",
"tokenized",
"service",
"developer",
"mcp_server"
],
"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)."
},
"limit": {
"type": "number",
"description": "Max results (1-50, default 10)."
}
}
}
},
"required": [
"query"
]
}Esquema de salida
{
"type": "object",
"properties": {
"query": {
"type": "string"
},
"filters": {
"type": "object"
},
"count": {
"type": "integer",
"description": "Number of results returned."
},
"agents": {
"type": "array",
"items": {
"type": "object",
"properties": {
"handle": {
"type": "string"
},
"name": {
"type": "string"
},
"primary_category": {
"type": "string",
"enum": [
"model_family",
"tokenized",
"service",
"developer",
"mcp_server"
]
},
"secondary_categories": {
"type": "array",
"items": {
"type": "string"
}
},
"tier": {
"type": "string"
},
"archetype": {
"type": "string"
},
"ecosystem_layer": {
"type": "string"
},
"profile_url": {
"type": "string",
"format": "uri"
}
}
}
}
}
}🟢get_agent_details(handle)
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".
Esquema de entrada
{
"type": "object",
"properties": {
"handle": {
"type": "string",
"description": "Agent handle slug (e.g. \"qwen\", \"crewai\", \"aixbt\"). Alphanumeric/hyphen/underscore, max 64 chars."
}
},
"required": [
"handle"
]
}Esquema de salida
{
"type": "object",
"properties": {
"handle": {
"type": "string"
},
"name": {
"type": "string"
},
"tier": {
"type": "string"
},
"archetype": {
"type": "string"
},
"primary_category": {
"type": "string",
"enum": [
"model_family",
"tokenized",
"service",
"developer",
"mcp_server"
]
},
"secondary_categories": {
"type": "array",
"items": {
"type": "string"
}
},
"verified": {
"type": "boolean"
},
"erc8004_registered": {
"type": "boolean"
},
"bio": {
"type": "string"
},
"profile_url": {
"type": "string",
"format": "uri"
},
"identity": {
"type": "object",
"description": "External identifiers (hf_author, lmarena_keys, paper_ids, virtuals_id, agentverse_id, github_full_name)."
},
"scores": {
"type": "object",
"description": "Per-category scoring data keyed by category slug."
},
"error": {
"type": "string",
"description": "Set when agent not found."
},
"suggestions": {
"type": "array",
"items": {
"type": "object"
},
"description": "Fuzzy-match suggestions when not found."
}
}
}🟢get_agent_history(handle, days)
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.
Esquema de entrada
{
"type": "object",
"properties": {
"handle": {
"type": "string",
"description": "Agent handle slug."
},
"days": {
"type": "number",
"description": "Days of history to return (1-90, default 30)."
}
},
"required": [
"handle"
]
}Esquema de salida
{
"type": "object",
"properties": {
"handle": {
"type": "string"
},
"name": {
"type": "string"
},
"days_requested": {
"type": "integer"
},
"snapshot_count": {
"type": "integer"
},
"history": {
"type": "array",
"items": {
"type": "object"
}
},
"summary": {
"type": "object",
"description": "rank_start, rank_current, score_start, score_current, trend (rising/falling/flat)."
}
}
}🟢compare_agents(handles)
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.
Esquema de entrada
{
"type": "object",
"properties": {
"handles": {
"type": "array",
"items": {
"type": "string"
},
"minItems": 2,
"maxItems": 5,
"description": "Array of 2-5 agent handles to compare."
}
},
"required": [
"handles"
]
}Esquema de salida
{
"type": "object",
"properties": {
"compare_url": {
"type": "string",
"format": "uri",
"nullable": true,
"description": "Human-readable comparison page URL (2-agent comparisons only)."
},
"agents": {
"type": "array",
"items": {
"type": "object",
"description": "Full agent details per handle."
}
}
}
}🟢list_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?
Esquema de entrada
{
"type": "object",
"properties": {}
}Esquema de salida
{
"type": "object",
"properties": {
"categories": {
"type": "array",
"items": {
"type": "object",
"properties": {
"category": {
"type": "string",
"enum": [
"model_family",
"tokenized",
"service",
"developer",
"mcp_server"
]
},
"display_name": {
"type": "string"
},
"description": {
"type": "string"
},
"methodology_version": {
"type": "string",
"description": "e.g. v1.4-with-deployment for model_family."
},
"total_tracked": {
"type": "integer"
},
"evidence_ranked": {
"type": "integer"
},
"ranking_url": {
"type": "string",
"format": "uri"
}
}
}
}
}
}🟢get_category_ranking(category, evidence_ready_only, limit)
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.
Esquema de entrada
{
"type": "object",
"properties": {
"category": {
"type": "string",
"enum": [
"model_family",
"tokenized",
"service",
"developer",
"mcp_server"
],
"description": "Which of the 4 AgentCrush categories to rank."
},
"evidence_ready_only": {
"type": "boolean",
"description": "Filter to evidence-ranked only. Default true."
},
"limit": {
"type": "number",
"description": "Max results to return (1-100, default 50)."
}
},
"required": [
"category"
]
}Esquema de salida
{
"type": "object",
"properties": {
"category": {
"type": "string",
"enum": [
"model_family",
"tokenized",
"service",
"developer",
"mcp_server"
]
},
"methodology_version": {
"type": "string"
},
"count": {
"type": "integer"
},
"ranking": {
"type": "array",
"items": {
"type": "object",
"description": "Per-agent ranking row with sub-scores."
}
}
}
}🟢get_methodology(category)
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.
Esquema de entrada
{
"type": "object",
"properties": {
"category": {
"type": "string",
"enum": [
"model_family",
"tokenized",
"service",
"developer",
"mcp_server"
],
"description": "Which category methodology to retrieve."
}
},
"required": [
"category"
]
}Esquema de salida
{
"type": "object",
"properties": {
"category": {
"type": "string",
"enum": [
"model_family",
"tokenized",
"service",
"developer",
"mcp_server"
]
},
"name": {
"type": "string"
},
"methodology_version": {
"type": "string"
},
"description": {
"type": "string"
},
"signals": {
"type": "array",
"items": {
"type": "object",
"description": "Per-signal weight + formula + note."
}
},
"evidence_ready_rule": {
"type": "string"
},
"limitations": {
"type": "array",
"items": {
"type": "string"
}
},
"methodology_url": {
"type": "string",
"format": "uri"
}
}
}🟢get_agent_trust(handle)
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.
Esquema de entrada
{
"type": "object",
"properties": {
"handle": {
"type": "string",
"description": "Agent handle slug."
}
},
"required": [
"handle"
]
}Esquema de salida
{
"type": "object",
"properties": {
"handle": {
"type": "string"
},
"name": {
"type": "string"
},
"trust_score": {
"type": "number",
"description": "0-100 composite score."
},
"classification": {
"type": "string",
"enum": [
"verified",
"provisional",
"unverified",
"low_trust"
]
},
"classification_thresholds": {
"type": "object"
},
"factors": {
"type": "object",
"description": "confidence_by_category, tier, risk_flags, surfaces."
},
"score_breakdown": {
"type": "array",
"items": {
"type": "object"
}
},
"delegation_hint": {
"type": "string"
}
}
}🟢verify_counterparty(handle)
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.
Esquema de entrada
{
"type": "object",
"properties": {
"handle": {
"type": "string",
"description": "Counterparty agent handle slug (e.g. \"crewai\")."
}
},
"required": [
"handle"
]
}Esquema de salida
{
"type": "object",
"properties": {
"handle": {
"type": "string"
},
"name": {
"type": "string"
},
"decision": {
"type": "string",
"enum": [
"proceed",
"caution",
"reject"
]
},
"reason": {
"type": "string"
},
"trust": {
"type": "object",
"description": "score, tier, verified, rank."
},
"liveness": {
"type": "object",
"description": "alive (30d activity window), last_code_or_event_signal_at."
},
"checked_at": {
"type": "string"
},
"deeper": {
"type": "object",
"description": "Paid x402/Pro endpoints for full evaluation, history, signed attestation."
}
}
}🟢get_top_movers(direction, limit, category)
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.
Esquema de entrada
{
"type": "object",
"properties": {
"direction": {
"type": "string",
"enum": [
"up",
"down",
"both"
],
"description": "Movement direction. Default \"both\"."
},
"limit": {
"type": "number",
"description": "Max results per direction (1-25, default 10)."
},
"category": {
"type": "string",
"enum": [
"model_family",
"tokenized",
"service",
"developer",
"mcp_server"
],
"description": "Restrict to one category."
}
}
}Esquema de salida
{
"type": "object",
"properties": {
"direction": {
"type": "string"
},
"up": {
"type": "array",
"items": {
"type": "object",
"properties": {
"handle": {
"type": "string"
},
"name": {
"type": "string"
},
"weekly_delta": {
"type": "number"
},
"tier": {
"type": "string"
},
"primary_category": {
"type": "string"
},
"profile_url": {
"type": "string"
}
}
}
},
"down": {
"type": "array",
"items": {
"type": "object"
}
}
}
}🟢get_protocol_adoption
How many indexed agents touch each major protocol/surface (ERC-8004 verified, Virtuals tokens, Agentverse, x402/Bazaar, HuggingFace, GitHub). Useful for ecosystem-state questions.
Esquema de entrada
{
"type": "object",
"properties": {}
}Esquema de salida
{
"type": "object",
"properties": {
"total_agents": {
"type": "integer"
},
"adoption": {
"type": "object",
"properties": {
"erc_8004_verified": {
"type": "integer"
},
"virtuals_token": {
"type": "integer"
},
"agentverse_listed": {
"type": "integer"
},
"github_mapped": {
"type": "integer"
},
"x402_bazaar_endpoint": {
"type": "integer"
}
}
},
"last_updated": {
"type": "string"
}
}
}🟢get_agent_changes(handle, since, limit)
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.
Esquema de entrada
{
"type": "object",
"properties": {
"handle": {
"type": "string",
"description": "Agent handle slug."
},
"since": {
"type": "string",
"description": "ISO date cutoff (default 7 days ago)."
},
"limit": {
"type": "number",
"description": "Max changes to return (1-100, default 30)."
}
},
"required": [
"handle"
]
}Esquema de salida
{
"type": "object",
"properties": {
"handle": {
"type": "string"
},
"since": {
"type": "string"
},
"change_count": {
"type": "integer"
},
"changes": {
"type": "array",
"items": {
"type": "object"
}
}
}
}🟢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.
Esquema de entrada
{
"type": "object",
"properties": {}
}Esquema de salida
{
"type": "object",
"properties": {
"summary": {
"type": "string"
},
"totals": {
"type": "object"
},
"category_mix": {
"type": "object"
},
"leaders": {
"type": "object"
},
"snapshot_window": {
"type": "object"
}
}
}🟢find_agents(q, category, rails, alive, min_tier)
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.
Esquema de entrada
{
"type": "object",
"properties": {
"q": {
"type": "string",
"description": "Capability keyword (required), e.g. \"trading\", \"wallet risk\", \"code review\"."
},
"category": {
"type": "string",
"enum": [
"model_family",
"tokenized",
"service",
"developer",
"mcp_server"
],
"description": "Restrict to one AgentCrush category."
},
"rails": {
"type": "string",
"description": "Payment rail filter, e.g. \"x402\"."
},
"alive": {
"type": "boolean",
"description": "true = only agents alive per the 30-day liveness rule."
},
"min_tier": {
"type": "string",
"enum": [
"evidence_ranked"
],
"description": "Exclude indexed-only agents."
}
},
"required": [
"q"
]
}Esquema de salida
{
"type": "object",
"properties": {
"query": {
"type": "string"
},
"filters": {
"type": "object"
},
"total_matches": {
"type": "integer"
},
"candidates": {
"type": "array",
"items": {
"type": "object",
"properties": {
"rank": {
"type": "integer"
},
"handle": {
"type": "string"
},
"name": {
"type": "string"
},
"primary_category": {
"type": "string"
},
"tier": {
"type": "string"
},
"verified": {
"type": "boolean"
},
"liveness": {
"type": "string",
"enum": [
"alive",
"ghost"
]
},
"payment_rails": {
"type": "array",
"items": {
"type": "object"
}
},
"scores": {
"type": "object"
},
"profile_url": {
"type": "string",
"format": "uri"
},
"trust_eval_url": {
"type": "string",
"format": "uri"
}
}
}
},
"full_results": {
"type": "object",
"description": "Pointer to the paid full-list endpoint when more matches exist."
}
}
}Comunidad
Evidencia