{"name":"io.github.soyeladice-svg/bursia-utils-agentes","serverInfo":{"name":"bursia-utils-agentes","title":"Burs-IA Utils: Agent workflow helpers","version":"1.5.2"},"title":"Burs-IA Utils: Agent workflow helpers","title_es":"Burs-IA Utils: Utilidades para flujos de agentes","description":"18 deterministic tools for agent workflow steps: token estimates and LLM costs, prompt templates, JSON repair and extraction from model output, chunking, ranking and similarity for retrieval, retry and rate-limit planning, idempotency keys, PII redaction, and ranking candidate opportunities by modelled value of information (H2O).","description_es":"18 herramientas deterministas para pasos de flujos de agentes: estimación de tokens y costos de LLM, plantillas de prompt, reparación y extracción de JSON de la salida de un modelo, fragmentación, ranking y similitud para recuperación, planes de reintento y de límite de uso, claves de idempotencia, ocultación de datos personales, y priorización de oportunidades candidatas por valor de la información modelado (H2O).","instructions":"ES: Burs-IA Utils, Utilidades para flujos de agentes: 18 herramientas deterministas (funciones puras, sin red, sin estado). Subconjunto temático del servidor completo /mcp (465). Con límite de herramientas: /mcp/puerta (2 herramientas, acceso a las 465) u otros /mcp/{grupo}. EN: 18 deterministic tools (pure functions, no network access, no state). Themed subset of the full server /mcp (465); other tools answer \"Unknown tool\" here. Tool-capped clients: /mcp/puerta (2 tools reach all 465).","relationship":{"kind":"themed-subset","note":"A coherent subset of the full Burs-IA Utils server, served by the same process with the same tools and shared rate limits; not a separate copy.","full_server":"https://bursia-utils-production.up.railway.app/mcp","full_server_card":"https://bursia-utils-production.up.railway.app/.well-known/mcp/server-card.json"},"protocolVersion":"2025-11-25","supportedProtocolVersions":["2025-11-25","2025-06-18","2025-03-26","2024-11-05"],"transport":{"type":"streamable-http","endpoint":"https://bursia-utils-production.up.railway.app/mcp/agentes"},"remotes":[{"type":"streamable-http","url":"https://bursia-utils-production.up.railway.app/mcp/agentes"}],"capabilities":{"tools":{"listChanged":false}},"authentication":{"required":false},"pricing":"free (rate limited)","documentationUrl":"https://bursia-utils-production.up.railway.app/llms.txt","catalog":"https://bursia-utils-production.up.railway.app/tools","toolCount":18,"tools":[{"name":"token-estimate","title":"Estimate LLM tokens","annotations":{"title":"Estimar tokens de LLM","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"prompt-template-fill","title":"Fill a prompt template","annotations":{"title":"Rellenar plantilla de prompt","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"json-repair","title":"Repair broken JSON (best effort)","annotations":{"title":"Reparar JSON roto","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"json-extract","title":"Extract JSON from text","annotations":{"title":"Extraer JSON de un texto","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"code-blocks-extract","title":"Extract fenced code blocks","annotations":{"title":"Extraer bloques de código","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"rag-chunk","title":"Chunk text for embeddings / RAG","annotations":{"title":"Fragmentar texto para RAG","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"dedupe-similar","title":"Remove near-duplicate texts","annotations":{"title":"Quitar textos casi duplicados","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"vector-similarity","title":"Vector similarity","annotations":{"title":"Similitud entre vectores","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"vector-top-k","title":"Nearest vectors (top-k)","annotations":{"title":"Vectores más cercanos (top-k)","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"bm25-rank","title":"Keyword search ranking (BM25)","annotations":{"title":"Ranking por palabras clave (BM25)","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"backoff-schedule","title":"Retry backoff schedule","annotations":{"title":"Plan de reintentos con espera","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"retry-after-parse","title":"Parse Retry-After header","annotations":{"title":"Leer cabecera Retry-After","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"rate-limit-plan","title":"Rate limit planning","annotations":{"title":"Planear límite de solicitudes","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"idempotency-key","title":"Idempotency key","annotations":{"title":"Clave de idempotencia","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"token-units-convert","title":"Token amount ↔ base units","annotations":{"title":"Monto de token ↔ unidades base","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"llm-cost-estimate","title":"LLM token cost estimate","annotations":{"title":"Estimar costo de tokens de LLM","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"text-redact-pii","title":"Redact PII and secrets","annotations":{"title":"Ocultar datos personales y secretos","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}},{"name":"h2o-rank","title":"H2O: rank opportunities by value of information","annotations":{"title":"H2O: priorizar oportunidades","readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}}],"install_page":"https://bursia-utils-production.up.railway.app/puerta"}