{"$schema":"https://verifymcp.io/schemas/trust-report.json","schemaVersion":1,"license":{"name":"CC BY-NC 4.0","url":"https://creativecommons.org/licenses/by-nc/4.0/"},"generatedAt":"2026-11-05T20:03:05.391Z","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp","markdownUrl":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp.md","server":{"slug":"org-openarg-datos-publicos","name":"OpenArg — Argentina public data","registryName":"org.openarg/datos-publicos","description":"Argentina's official public data (INDEC, BCRA, 38 portals): search, read tables, cited answers.","registryStatus":"active","deletedAt":null,"statusMessage":null,"liveness":"live","publisher":{"class":"unknown","claimed":false}},"component":{"slug":"mcp","type":"remote","identifier":"https://mcp.openarg.org/mcp","withdrawn":false,"url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp","version":"1.0.0","transport":null,"scoredAt":"2026-11-05T04:30:31.141Z"},"score":{"total":81,"tier":"high trust","status":"scored","weekDelta":0,"history":[{"date":"2026-11-05","total":81},{"date":"2026-11-04","total":81},{"date":"2026-11-03","total":81},{"date":"2026-11-02","total":81},{"date":"2026-11-01","total":81},{"date":"2026-10-31","total":81},{"date":"2026-10-30","total":81},{"date":"2026-10-29","total":81},{"date":"2026-10-28","total":80},{"date":"2026-10-27","total":80},{"date":"2026-10-26","total":79},{"date":"2026-10-25","total":79},{"date":"2026-10-24","total":78},{"date":"2026-10-23","total":78},{"date":"2026-10-22","total":77},{"date":"2026-10-21","total":77},{"date":"2026-10-20","total":76},{"date":"2026-10-19","total":76},{"date":"2026-10-18","total":75},{"date":"2026-10-17","total":75},{"date":"2026-10-16","total":74},{"date":"2026-10-15","total":74},{"date":"2026-10-14","total":74},{"date":"2026-10-13","total":73},{"date":"2026-10-12","total":73},{"date":"2026-10-10","total":72},{"date":"2026-10-07","total":73},{"date":"2026-10-04","total":72},{"date":"2026-10-03","total":72},{"date":"2026-10-02","total":71}]},"categories":[{"name":"Endpoint Security","score":80,"verdict":"fail","reasons":["The endpoint's TLS certificate is valid, in date, and uses a strong key.","No authorisation is required to call this server. Nothing on it is marked destructive, but we can't show that an anonymous caller can only read: full credit needs the server to list at least one tool and every tool to be verifiably read-only. We use a best-effort check of tool names and descriptions to tell read-only tools from tools that change things, so some genuinely read-only tools may not get full credit. Names that start with a read verb (get, list, read, search and similar) and accurate readOnlyHint annotations help. Meet that to earn full credit, or require authorisation.","HTTPS is enforced; there's no plaintext access path.","The HSTS (Strict-Transport-Security) header is present.","DNSSEC check failed: this domain isn't protected by DNSSEC."],"codes":[{"code":"tls.valid","args":{}},{"code":"auth.none_no_destructive","args":{}},{"code":"https.enforced","args":{}},{"code":"headers.hsts_present","args":{}},{"code":"dnssec.absent","args":{}}]},{"name":"Transport & Reachability","score":100,"verdict":"pass","reasons":["Verified streamable-http transport via a live MCP handshake."],"codes":[{"code":"transport.verified","args":{"transport":"streamable-http"}}]},{"name":"Schema Quality & AI Usability","score":60,"verdict":"fail","reasons":["AI-judged instruction clarity (excellent).","Context-footprint check failed: tool/resource definitions use about 1997 tokens (~332/item across 6 items; 6 tools + 0 resources), over budget; trim descriptions and params.","Usage-examples check failed: none of the tools include examples."],"codes":[{"code":"schema.ai_quality","args":{"band":"excellent"}},{"code":"schema.footprint_heavy","args":{"avg":"332","items":"6","tools":"6","tokens":"1997","resources":"0"}},{"code":"schema.examples_absent","args":{}}]},{"name":"Stability & Change Management","score":100,"verdict":"pass","reasons":["No destabilizing schema changes in the last 30 days."],"codes":[{"code":"stability.stable","args":{}}]},{"name":"Tool Coverage","score":71,"verdict":"fail","reasons":["100% of tools have a non-trivial description (not blank, and not just the tool's name).","0% of tool parameters carry a description.","Structured output schemas are declared (100% of tools); any adoption earns full credit."],"codes":[{"code":"toolquality.descriptions","args":{"pct":"100"}},{"code":"toolquality.param_docs","args":{"pct":"0"}},{"code":"toolquality.output_present","args":{"pct":"100"}}]},{"name":"Tool Safety","score":75,"verdict":"unverified","reasons":["No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.","We read all 6 captured tool definition(s), and no name or description among them implies an irreversible operation.","Manipulation not yet verified: only 2 of 7 captured unit(s) of tool text has been judged so far, so we will not certify text no model has read as clean."],"codes":[{"code":"toolsafety.injection_clean","args":{}},{"code":"toolsafety.destructive_none","args":{"tools":"6"}},{"code":"toolsafety.manipulation_unjudged","args":{"units":"7","judged":"2","reason":"partially_judged"}}]},{"name":"Capabilities","score":100,"verdict":"pass","reasons":["Implements a current MCP spec version (2026-07-28)."],"codes":[{"code":"protocol.current","args":{"version":"2026-07-28"}}]}],"inconclusive":["Manipulation not yet verified: only 2 of 7 captured unit(s) of tool text has been judged so far, so we will not certify text no model has read as clean."],"malware":[],"components":[{"slug":"mcp","type":"remote","identifier":"https://mcp.openarg.org/mcp","withdrawn":false,"score":81,"current":true,"url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp","markdownUrl":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp.md"}],"facts":[{"label":"Endpoint","value":"https://mcp.openarg.org/mcp"},{"label":"Transports","value":"streamable-http"},{"label":"Auth","value":"none"},{"label":"Version","value":"1.0.0"}],"install":{"available":true,"bundleSha256":null},"tools":[{"name":"consultar_datos_publicos","title":"Consultar datos públicos de Argentina","description":"Responde una pregunta sobre datos públicos oficiales de Argentina, con fuentes.\n\nEjemplos: \"¿Cuál fue la tasa de desempleo del último trimestre?\",\n\"Evolución del IPC en 2025\", \"¿Cuántos diputados tiene cada bloque?\",\n\"Presupuesto ejecutado por el Ministerio de Salud en 2024\".\nLa respuesta incluye los datasets usados (con link al portal oficial),\nadvertencias sobre la calidad o cobertura del dato, y cuántas preguntas\nle quedan este mes al usuario. Cada respuesta descuenta 1 de sus preguntas\ndel mes (10 gratis); un error, un corte por tiempo o la misma pregunta\nrepetida dentro de los 5 minutos no descuentan. Si podés responder con\n`buscar_datasets` + `obtener_datos` o `agregar_datos`, preferí esas.","inputs":[{"name":"pregunta","type":"string","required":true,"description":null}],"outputs":[{"name":"result","type":"string","required":true,"description":null}],"hasOutputSchema":true,"hasExamples":false,"tokenEstimate":190},{"name":"listar_fuentes","title":"Listar fuentes de datos de OpenArg","description":"Lista los portales de datos abiertos que cubre OpenArg y cuántos datasets tiene cada uno.\n\nNo descuenta preguntas: cuenta como un pedido del modo datos.","inputs":[],"outputs":[{"name":"result","type":"string","required":true,"description":null}],"hasOutputSchema":true,"hasExamples":false,"tokenEstimate":43},{"name":"buscar_datasets","title":"Buscar datasets públicos de Argentina","description":"Busca en el catálogo de OpenArg (más de 30.000 datasets de portales oficiales).\n\nDevuelve título, portal, descripción, link a la fuente oficial y las tablas\nconsultables de cada dataset (usalas con `describir_tabla` y `obtener_datos`).\n`texto` es lo que buscás, en castellano (\"tasas de interés BCRA\", \"matrícula\nescolar CABA\"). `portal` filtra por portal (ver `listar_fuentes`).\n`limite` entre 1 y 25. No descuenta preguntas.","inputs":[{"name":"limite","type":"integer","required":false,"description":null},{"name":"portal","type":null,"required":false,"description":null},{"name":"texto","type":"string","required":true,"description":null}],"outputs":[{"name":"result","type":"string","required":true,"description":null}],"hasOutputSchema":true,"hasExamples":false,"tokenEstimate":149},{"name":"describir_tabla","title":"Describir una tabla de OpenArg","description":"Muestra las columnas (con su tipo), cantidad de filas, período cubierto, frescura y una muestra de una tabla.\n\n`tabla` es el nombre que devuelve `buscar_datasets`. Usalo antes de\n`obtener_datos` o `agregar_datos` para saber qué columnas pedir y qué\nfechas existen. La frescura dice cuándo leyó OpenArg la tabla de su fuente,\ncuál es el último dato y, sólo si la tabla es una foto del período en curso,\nsu fecha de corte. La fecha de lectura no es la de los datos: una tabla de\nun período pasado o sin columna de fecha no es vigente por haberse leído\nhoy. No presentes como actual un dato viejo. No descuenta preguntas.","inputs":[{"name":"tabla","type":"string","required":true,"description":null}],"outputs":[{"name":"result","type":"string","required":true,"description":null}],"hasOutputSchema":true,"hasExamples":false,"tokenEstimate":173},{"name":"obtener_datos","title":"Obtener datos de una tabla de OpenArg","description":"Trae filas de una tabla, en CSV, con la fuente oficial.\n\nPara un total, promedio, conteo, mínimo, máximo o ranking NO traigas filas para\nsumarlas: usá `agregar_datos`.\n- `columnas`: las que quieras (por defecto, todas); nombres exactos de `describir_tabla`.\n- `desde` / `hasta`: período, como AAAA, AAAA-MM o AAAA-MM-DD, sobre la columna de\n  fecha (o de año).\n- `filtros`: hasta 5. Igualdad: {\"provincia\": \"Córdoba\"}. Con operador, una lista:\n  [{\"columna\": \"monto\", \"operador\": \"mayor_que\", \"valor\": \"1000000\"},\n  {\"columna\": \"provincia\", \"operador\": \"en\", \"valores\": [\"Salta\", \"Jujuy\"]}].\n  Operadores: =, !=, mayor_que, menor_que, >=, <=, contiene y en. La igualdad y\n  `contiene` no distinguen mayúsculas ni acentos (en tablas de más de un millón de\n  filas, sí: ahí la respuesta dice en `filtros_aplicados` qué se buscó tal cual).\n- `orden`: \"asc\" (por defecto: primero lo más viejo) o \"desc\" (primero lo más\n  reciente), por fecha. Para el último dato de una serie, pedí \"desc\".\n- `limite`: 1 a 500 filas. Si hay más, la respuesta lo dice y da el `offset` de la\n  página siguiente (hasta 10.000).\n- `columna_fecha`: opcional, otra columna de fecha para `desde`/`hasta` y el orden.\nSi ninguna fila cumple los filtros, la respuesta dice qué valores existen.\nNo descuenta preguntas.","inputs":[{"name":"columna_fecha","type":null,"required":false,"description":null},{"name":"columnas","type":null,"required":false,"description":null},{"name":"desde","type":null,"required":false,"description":null},{"name":"filtros","type":null,"required":false,"description":null},{"name":"hasta","type":null,"required":false,"description":null},{"name":"limite","type":"integer","required":false,"description":null},{"name":"offset","type":"integer","required":false,"description":null},{"name":"orden","type":null,"required":false,"description":null},{"name":"tabla","type":"string","required":true,"description":null}],"outputs":[{"name":"result","type":"string","required":true,"description":null}],"hasOutputSchema":true,"hasExamples":false,"tokenEstimate":457},{"name":"agregar_datos","title":"Calcular totales y rankings sobre una tabla de OpenArg","description":"Calcula en la base una suma, promedio, conteo, mínimo o máximo, opcionalmente agrupado.\n\nUsala SIEMPRE que necesites un total, un promedio, un conteo, un mínimo/máximo o un\nranking, en vez de traer filas con `obtener_datos` y hacer la cuenta vos: es exacta,\nno tiene el tope de 500 filas y gasta muchos menos tokens.\n- `operacion`: \"suma\", \"promedio\", \"conteo\", \"minimo\" o \"maximo\".\n- `columna`: la que se suma/promedia/etc. (nombres exactos de `describir_tabla`); no\n  va con \"conteo\", que cuenta filas (si la mandás, da error). Las columnas de texto\n  con números se leen según su formato (1.234,5 o 1,234.5); si el formato es\n  ambiguo, no calcula y lo dice.\n- `agrupar_por`: hasta 3 columnas, p. ej. [\"jurisdiccion_desc\"] para un ranking.\n- `filtros`, `desde`, `hasta`, `columna_fecha`: como en `obtener_datos` (hasta 6 filtros).\n- `ordenar_por`: \"valor\" (por defecto, para rankings) o una columna de `agrupar_por`\n  (p. ej. el año, para una serie). `orden`: \"desc\" (por defecto) o \"asc\".\n- `limite`: grupos a devolver, 1 a 200.\n- `ponderar_por`: la columna de ponderación de una encuesta (con \"conteo\" da la\n  población estimada, no la cantidad de filas de la muestra).\nLa respuesta dice sobre cuántas filas se calculó (`filas_usadas`, de todos los\ngrupos) y si hay más grupos que `limite`. Si ninguna fila cumple los filtros no hay\nvalor: dice qué valores existen. No descuenta preguntas.","inputs":[{"name":"agrupar_por","type":null,"required":false,"description":null},{"name":"columna","type":null,"required":false,"description":null},{"name":"columna_fecha","type":null,"required":false,"description":null},{"name":"desde","type":null,"required":false,"description":null},{"name":"filtros","type":null,"required":false,"description":null},{"name":"hasta","type":null,"required":false,"description":null},{"name":"limite","type":"integer","required":false,"description":null},{"name":"operacion","type":"string","required":true,"description":null},{"name":"orden","type":"string","required":false,"description":null},{"name":"ordenar_por","type":null,"required":false,"description":null},{"name":"ponderar_por","type":null,"required":false,"description":null},{"name":"tabla","type":"string","required":true,"description":null}],"outputs":[{"name":"result","type":"string","required":true,"description":null}],"hasOutputSchema":true,"hasExamples":false,"tokenEstimate":506}],"toolsTruncatedAtCapture":false,"diagnostics":{"capturedAt":"2026-11-05T04:30:31.000Z","track":"remote","endpoint":"https://mcp.openarg.org/mcp","declaredUrl":null,"truncated":false,"tls":{"outcome":"valid","label":"Valid","version":"TLS 1.3","cipherSuite":"TLS_AES_128_GCM_SHA256","chainError":null,"certificates":[{"subject":"CN=mcp.openarg.org","issuer":"CN=YE1,O=Let's Encrypt,C=US","notBefore":"2026-09-29T19:34:53Z","notAfter":"2026-12-28T19:34:52Z","keyType":"ECDSA","keyBits":256,"isCa":false},{"subject":"CN=YE1,O=Let's Encrypt,C=US","issuer":"CN=Root YE,O=ISRG,C=US","notBefore":"2025-09-03T00:00:00Z","notAfter":"2028-09-02T23:59:59Z","keyType":"ECDSA","keyBits":384,"isCa":true},{"subject":"CN=Root YE,O=ISRG,C=US","issuer":"CN=ISRG Root X2,O=Internet Security Research Group,C=US","notBefore":"2026-05-13T00:00:00Z","notAfter":"2032-09-02T23:59:59Z","keyType":"ECDSA","keyBits":384,"isCa":true},{"subject":"CN=ISRG Root X2,O=Internet Security Research Group,C=US","issuer":"CN=ISRG Root X1,O=Internet Security Research Group,C=US","notBefore":"2026-05-13T00:00:00Z","notAfter":"2032-09-02T23:59:59Z","keyType":"ECDSA","keyBits":384,"isCa":true}]},"dnssec":{"result":"insecure","label":"Not signed","name":"mcp.openarg.org.","steps":[{"zone":".","outcome":"verified","label":"Verified"},{"zone":"org.","outcome":"verified","label":"Verified"},{"zone":"openarg.org.","outcome":"insecure_proven","label":"Unsigned (proven)"}]},"auth":{"outcome":"none","label":"No authorisation required","gate":null,"gateLabel":null,"status":200,"authorizationServers":[]},"httpsRedirect":{"outcome":"https_enforced","label":"HTTPS enforced","status":308},"transports":[{"transport":"streamable-http","outcome":"verified","label":"Verified","status":200,"followed":false}],"provenance":null,"installScripts":[],"installScriptsTotal":null,"vulnerabilities":[],"vulnerabilitiesTotal":null,"dependencies":null},"mismatches":[],"changelog":{"trackingSince":"2026-09-30","recent":[{"id":"chg_01a18b09-4679-7c9a-a8e8-b32ef9ec6375","kind":"check.verdict","summary":"Stability (0.97 → pass)","materiality":"security","direction":"neutral","scoreDelta":null,"occurredOn":"2026-10-30","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a18b09-4679-7c9a-a8e8-b32ef9ec6375"},{"id":"chg_01a185e1-b9e6-7868-b287-7dd218775402","kind":"score.total_changed","summary":"Trust score (80 → 81)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-29","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a185e1-b9e6-7868-b287-7dd218775402"},{"id":"chg_01a17b95-b9bf-7a37-a0d1-eef5bd79279a","kind":"score.total_changed","summary":"Trust score (79 → 80)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-27","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a17b95-b9bf-7a37-a0d1-eef5bd79279a"},{"id":"chg_01a17149-807d-749c-ad69-03dc538065af","kind":"score.total_changed","summary":"Trust score (78 → 79)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-25","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a17149-807d-749c-ad69-03dc538065af"},{"id":"chg_01a166fc-cb99-7325-94fa-fadf2c8e5ab7","kind":"score.total_changed","summary":"Trust score (77 → 78)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-23","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a166fc-cb99-7325-94fa-fadf2c8e5ab7"},{"id":"chg_01a15cae-6691-79b2-b2bf-b27de04a6ac5","kind":"score.total_changed","summary":"Trust score (76 → 77)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-21","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a15cae-6691-79b2-b2bf-b27de04a6ac5"},{"id":"chg_01a15260-b2b1-7b19-89ff-3b13ff5d7b2f","kind":"score.total_changed","summary":"Trust score (75 → 76)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-19","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a15260-b2b1-7b19-89ff-3b13ff5d7b2f"},{"id":"chg_01a14813-15aa-7dfb-b767-5c46e7eab138","kind":"score.total_changed","summary":"Trust score (74 → 75)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-17","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a14813-15aa-7dfb-b767-5c46e7eab138"},{"id":"chg_01a138a2-e40d-7da0-9c24-badd9d11c0e0","kind":"score.total_changed","summary":"Trust score (73 → 74)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-14","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a138a2-e40d-7da0-9c24-badd9d11c0e0"},{"id":"chg_01a12dd5-5d6d-7ba9-a578-54fc0e52370e","kind":"score.total_changed","summary":"Trust score (72 → 73)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-12","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a12dd5-5d6d-7ba9-a578-54fc0e52370e"},{"id":"chg_01a125fe-67d6-715e-95b4-ac70c9530a33","kind":"check.unverifiable","summary":"Judged manipulation (pass → unverified)","materiality":"security","direction":"regression","scoreDelta":null,"occurredOn":"2026-10-10","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a125fe-67d6-715e-95b4-ac70c9530a33"},{"id":"chg_01a125fe-67d7-7262-a865-87dbdc70f167","kind":"check.measure","summary":"Schema quality (162 → 332)","materiality":"functional","direction":"regression","scoreDelta":null,"occurredOn":"2026-10-10","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a125fe-67d7-7262-a865-87dbdc70f167"},{"id":"chg_01a125fe-67d7-7793-a08c-fde5a541c81b","kind":"check.measure","summary":"Schema quality (good → excellent)","materiality":"functional","direction":"neutral","scoreDelta":null,"occurredOn":"2026-10-10","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a125fe-67d7-7793-a08c-fde5a541c81b"},{"id":"chg_01a125fe-67d7-7e49-89f3-de7e21cdcc01","kind":"score.total_changed","summary":"Trust score (73 → 72)","materiality":"functional","direction":"regression","scoreDelta":-1,"occurredOn":"2026-10-10","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a125fe-67d7-7e49-89f3-de7e21cdcc01"},{"id":"chg_01a1174d-22a8-7729-9f80-132f6e71463e","kind":"score.total_changed","summary":"Trust score (72 → 73)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-07","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a1174d-22a8-7729-9f80-132f6e71463e"},{"id":"chg_01a10007-d391-775b-bfcc-bfe819239da4","kind":"score.total_changed","summary":"Trust score (71 → 72)","materiality":"functional","direction":"improvement","scoreDelta":1,"occurredOn":"2026-10-03","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a10007-d391-775b-bfcc-bfe819239da4"},{"id":"chg_01a0f5bc-4836-7398-aa89-404143496f65","kind":"check.reverified","summary":"Stability (unverified → 0.03)","materiality":"functional","direction":"improvement","scoreDelta":null,"occurredOn":"2026-10-01","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a0f5bc-4836-7398-aa89-404143496f65"},{"id":"chg_01a0f5bc-4836-7ae8-8717-8b1650ed4d85","kind":"check.measure","summary":"Schema quality (excellent → good)","materiality":"functional","direction":"neutral","scoreDelta":null,"occurredOn":"2026-10-01","url":"https://verifymcp.io/servers/org-openarg-datos-publicos/mcp#chg-chg_01a0f5bc-4836-7ae8-8717-8b1650ed4d85"},{"id":"chg_01a0f5bc-4837-70ff-b75f-e4a2e94a1333","kind":"tool.description_changed","summary":"Tool “consultar_datos_publicos” rewrote 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