{
  "ok": true,
  "resource": {
    "id": "RES_222F990C34A4",
    "resource_type": "mcp_server",
    "canonical_url": "https://registry.modelcontextprotocol.io/v0.1/servers/ai.awardcast%2Ffederal-contracts/versions/1.1.0",
    "name": "AwardCast Federal Contracts",
    "summary_en": "US federal contracting data: open solicitations, buying agencies, contractors, price history.",
    "summary_zh": "美国联邦合同数据：公开招标、采购机构、承包商、价格历史。",
    "description_en": "AwardCast Federal Contracts is an MCP server providing access to US federal contracting data. It offers tools to search for agencies, contractors, and open solicitations; fetch detailed records; view open solicitations and upcoming recompetes; obtain agency and contractor profiles; and retrieve historical price bands. The server is verified to be healthy and exposes 8 tools via MCP discovery.",
    "description_zh": "AwardCast Federal Contracts 是一个 MCP 服务器，提供对美国联邦合同数据的访问。它提供工具来搜索机构、承包商和公开招标；获取详细记录；查看当前公开招标和即将重新竞争的合同；获取机构和承包商概况；以及检索历史价格区间。该服务器已验证健康，并通过 MCP 发现暴露了 8 个工具。",
    "provider_name": "ai.awardcast",
    "homepage_url": "https://awardcast.ai/",
    "endpoint_url": "https://awardcast.ai/mcp",
    "source_url": "https://registry.modelcontextprotocol.io/v0.1/servers/ai.awardcast%2Ffederal-contracts/versions/1.1.0",
    "icon_url": "https://awardcast.ai/awardcast-logo.png",
    "cover_image_url": null,
    "capabilities": [
      "data.search",
      "data.retrieve",
      "data.analyze",
      "data.monitor"
    ],
    "categories": [
      "data",
      "research"
    ],
    "industries": [
      "public-sector",
      "general"
    ],
    "protocols": [
      "mcp"
    ],
    "auth": {
      "type": "unknown"
    },
    "pricing": {
      "model": "unknown"
    },
    "input_schema": {},
    "output_schema": {},
    "metadata": {
      "content_language": "en",
      "translation_status": "original-only",
      "official_registry": {
        "version": "1.1.0",
        "packages": [],
        "remotes": []
      },
      "review_gate": {
        "passed": true,
        "reasons": [],
        "policy_version": "review-gate-v1",
        "evaluated_at": "2026-09-03T06:22:58.535Z"
      }
    },
    "latest_version": "1.1.0",
    "status": "listed",
    "health_status": "healthy",
    "source_kind": "imported",
    "source_agent": "registry.modelcontextprotocol.io",
    "trust": {
      "signal": "none",
      "reason": "No suspicious or malicious evidence found.",
      "signals": {
        "yellow": 0,
        "red": 0
      }
    },
    "review_summary": {
      "method_version": "capability-evidence-v2",
      "capability_definition": "strong",
      "contract_completeness": "strong",
      "access_friction": "low",
      "operational_transparency": "partial",
      "evidence_strength": "protocol_inspected",
      "use_readiness": "guided_use",
      "reviewed_at": "2026-09-03T06:22:59.516Z"
    },
    "experience_count": 0,
    "verified_experience_count": 0,
    "usage_count": 0,
    "success_rate": null,
    "first_seen_at": "2026-09-03T02:49:48.279Z",
    "last_seen_at": "2026-09-03T06:22:58.789Z",
    "published_at": "2026-09-03T06:22:58.789Z",
    "created_at": "2026-09-03T02:49:48.279Z",
    "updated_at": "2026-09-03T06:22:59.516Z",
    "api_url": "https://aiworkshub.io/api/v1/resources/RES_222F990C34A4",
    "reviews_url": "https://aiworkshub.io/api/v1/resources/RES_222F990C34A4/reviews",
    "public_url": "https://aiworkshub.io/resources/RES_222F990C34A4",
    "distribution": {
      "canonical_identity": "https://registry.modelcontextprotocol.io/v0.1/servers/ai.awardcast%2Ffederal-contracts/versions/1.1.0",
      "syndicatable": true,
      "origins": [
        {
          "registry_url": "https://registry.modelcontextprotocol.io/",
          "upstream_resource_id": "ai.awardcast/federal-contracts@1.1.0",
          "upstream_record_url": "https://registry.modelcontextprotocol.io/v0.1/servers/ai.awardcast%2Ffederal-contracts/versions/1.1.0",
          "relation": "syndicated",
          "metadata": {
            "source": "official-mcp-registry"
          },
          "first_seen_at": "2026-09-03T02:49:48.279Z",
          "last_seen_at": "2026-09-03T06:22:58.789Z"
        }
      ]
    },
    "tools": [
      {
        "name": "agency_profile",
        "title_en": "Agency Profile",
        "title_zh": "机构概况",
        "description_en": "Buying profile of a US federal agency: how many contracts it awards, how much it obligates, what share is competed, the typical price per NAICS category, its largest contractors, and which of its contracts expire soon. Call this when the user asks how an agency buys, what it pays, or who already sells to it.",
        "description_zh": "美国联邦机构的采购概况：授予多少合同、承担多少义务、竞争性份额、每个 NAICS 类别的典型价格、其最大的承包商，以及哪些合同即将到期。当用户询问机构如何采购、支付多少或谁已经向其销售时，请调用此工具。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "agency": {
              "type": "string",
              "minLength": 1,
              "description": "The agency name (\"Department of Veterans Affairs\") or its slug (\"department-of-veterans-affairs\"). Both work."
            }
          },
          "required": [
            "agency"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "contractor_profile",
        "title_en": "Contractor Profile",
        "title_zh": "承包商概况",
        "description_en": "Federal award history of a contractor: how many contracts it has won, total obligated, median win value, which agencies it sells to, its recent awards, and its set-aside status (small business, 8(a), HUBZone, WOSB, SDVOSB). Call this when the user asks about a competitor, about the incumbent on a contract, or who has already won in a given market.",
        "description_zh": "承包商的联邦授标历史：赢得了多少合同、总义务、中标价值中位数、向哪些机构销售、近期授标以及其预留状态（小企业、8(a)、HUBZone、WOSB、SDVOSB）。当用户询问竞争对手、合同现任承包商或谁已在特定市场中获胜时，请调用此工具。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "uei": {
              "type": "string",
              "minLength": 1,
              "description": "The company UEI (SAM.gov 12-character identifier, e.g. \"W52ZM2KUANR3\"). If you only have the name, find the UEI with the search tool first."
            }
          },
          "required": [
            "uei"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "fetch",
        "title_en": "Fetch",
        "title_zh": "获取",
        "description_en": "Open the full record behind an id returned by search: an agency profile with price by category and its top winners, a contractor's award history, or a solicitation with its scope and deadline. Call this whenever you need the detail behind a search result, and always before citing a number.",
        "description_zh": "打开搜索返回的 id 背后的完整记录：包含按类别价格及其顶级中标者的机构概况、承包商的授标历史，或包含范围和截止日期的招标。每当您需要搜索结果背后的详细信息时，请调用此工具，并且在引用数字之前务必调用。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "id": {
              "type": "string",
              "minLength": 1,
              "description": "The exact id returned by search, unchanged."
            }
          },
          "required": [
            "id"
          ]
        },
        "output_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "id": {
              "type": "string"
            },
            "title": {
              "type": "string"
            },
            "text": {
              "type": "string",
              "description": "The complete record, as prose."
            },
            "url": {
              "type": "string"
            },
            "metadata": {
              "type": "object",
              "propertyNames": {
                "type": "string"
              },
              "additionalProperties": {
                "type": "string"
              }
            }
          },
          "required": [
            "id",
            "title",
            "text",
            "url",
            "metadata"
          ],
          "additionalProperties": false
        },
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "open_solicitations",
        "title_en": "Open Solicitations",
        "title_zh": "公开招标",
        "description_en": "US federal solicitations OPEN right now, from SAM.gov, each with the buying agency, the NAICS code and the place of performance. Call this when the user asks what is open, hunts for opportunities in a sector or agency, or wants to know what they can bid on. Does not return a price forecast: for that, point the user to https://awardcast.ai/pricing.",
        "description_zh": "来自 SAM.gov 的当前开放的美国联邦招标，每个都包含采购机构、NAICS 代码和履约地点。当用户询问有哪些公开招标、在某个行业或机构中寻找机会，或想知道他们可以投标什么时，请调用此工具。不返回价格预测：如需预测，请引导用户访问 https://awardcast.ai/pricing。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "limit": {
              "default": 20,
              "description": "How many solicitations to return, 1 to 50. Use 5 to 10 for an exploratory question, and the ceiling only when the user asked for the full list.",
              "type": "integer",
              "minimum": 1,
              "maximum": 50
            }
          }
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "price_band",
        "title_en": "Price Band",
        "title_zh": "价格区间",
        "description_en": "Historical closing-price range for an agency and NAICS category pair: the 10th percentile, median and 90th percentile of contracts already awarded, plus the average number of competing offers. Call this when the user asks what a contract in this market usually goes for, or wants a benchmark before pricing a bid. This is aggregated HISTORY, not a forecast: the forecast for a specific solicitation is paid, at https://awardcast.ai/pricing.",
        "description_zh": "机构和 NAICS 类别配对的历史成交价格范围：已授予合同的第 10 百分位、中位数和第 90 百分位，以及平均竞争报价数量。当用户询问该市场中的合同通常价值多少，或希望在定价投标前获得基准时，请调用此工具。这是汇总的历史数据，而非预测：针对特定招标的预测是付费的，请访问 https://awardcast.ai/pricing。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "agency": {
              "type": "string",
              "minLength": 1,
              "description": "Agency name as it appears in USASpending, e.g. \"Department of Defense\"."
            },
            "naics": {
              "type": "string",
              "minLength": 2,
              "description": "Six-digit NAICS code, e.g. \"541519\"."
            }
          },
          "required": [
            "agency",
            "naics"
          ]
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "search",
        "title_en": "Search",
        "title_zh": "搜索",
        "description_en": "Search AwardCast's US federal contracting record: buying agencies, federal contractors, and solicitations open right now. Call this first for any question about who buys, who sells, or what is open in US federal procurement. Returns results with an id and a citable URL; pass the id to the fetch tool to open the full record.",
        "description_zh": "搜索 AwardCast 的美国联邦合同记录：采购机构、联邦承包商和当前公开的招标。对于任何关于谁在采购、谁在销售或美国联邦采购中有什么公开的问题，请先调用此工具。返回带有 id 和可引用 URL 的结果；将 id 传递给 fetch 工具以打开完整记录。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "query": {
              "type": "string",
              "minLength": 1,
              "description": "Search term: an agency name (\"Department of Veterans Affairs\"), a company name, a NAICS code (\"541519\"), a solicitation number, or a word from the work itself (\"stucco\")."
            },
            "limit": {
              "default": 20,
              "description": "How many results to return, 1 to 50.",
              "type": "integer",
              "minimum": 1,
              "maximum": 50
            }
          },
          "required": [
            "query"
          ]
        },
        "output_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "results": {
              "type": "array",
              "items": {
                "type": "object",
                "properties": {
                  "id": {
                    "type": "string",
                    "description": "Opaque id; pass it unchanged to the fetch tool."
                  },
                  "title": {
                    "type": "string"
                  },
                  "url": {
                    "type": "string",
                    "description": "Public canonical URL, used as the citation."
                  }
                },
                "required": [
                  "id",
                  "title",
                  "url"
                ],
                "additionalProperties": false
              }
            }
          },
          "required": [
            "results"
          ],
          "additionalProperties": false
        },
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "track_record",
        "title_en": "Track Record",
        "title_zh": "业绩记录",
        "description_en": "Accuracy scorecard for AwardCast's forecasts, scored against the real contract value once FPDS publishes it. Call this when the user asks whether the forecasts are reliable, what the margin of error is, or wants evidence before trusting a number. Returns coverage and median error by value band, including where the model is weakest.",
        "description_zh": "AwardCast 预测的准确性记分卡，在 FPDS 发布实际合同价值后与其进行对比。当用户询问预测是否可靠、误差范围是多少，或希望在信任某个数字之前获得证据时，请调用此工具。返回按价值区间划分的覆盖率和中位误差，包括模型最薄弱的环节。",
        "input_schema": {
          "type": "object",
          "properties": {}
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      },
      {
        "name": "upcoming_recompetes",
        "title_en": "Upcoming Recompetes",
        "title_zh": "即将重新竞争",
        "description_en": "US federal contracts nearing expiry that are likely to be recompeted, i.e. opportunities BEFORE they become a published solicitation. Each carries the incumbent and the current contract value. Call this when the user plans pipeline, asks what is coming, or wants to position ahead of competitors. Distinct from open_solicitations, which is already open for bids today.",
        "description_zh": "即将到期且可能重新竞争的美国联邦合同，即在成为已发布招标之前的机会。每个都包含现任承包商和当前合同价值。当用户规划管道、询问即将发生什么，或希望领先于竞争对手时，请调用此工具。与 open_solicitations 不同，后者是今天已经开放投标的。",
        "input_schema": {
          "$schema": "http://json-schema.org/draft-07/schema#",
          "type": "object",
          "properties": {
            "limit": {
              "default": 20,
              "description": "How many contracts to return, 1 to 50.",
              "type": "integer",
              "minimum": 1,
              "maximum": 50
            }
          }
        },
        "output_schema": {},
        "unit_kind": "mcp_tool",
        "effect": "read",
        "open_world": false,
        "idempotency": "idempotent",
        "confirmation": "none",
        "evidence_ids": [
          "protocol-tools"
        ],
        "runtime_auth": {},
        "pricing": {},
        "metadata": {}
      }
    ],
    "review_profile": {
      "schema_version": "aiworkshub.resource-review/0.2",
      "method_version": "capability-evidence-v2",
      "review_state": {
        "identity": "verified",
        "source": "verified",
        "connectivity": "verified",
        "contract": "strong",
        "safe_use": "untested",
        "real_use": "unobserved"
      },
      "assessment": {
        "capability_definition": "strong",
        "contract_completeness": "strong",
        "access_friction": "low",
        "operational_transparency": "partial",
        "evidence_strength": "protocol_inspected",
        "use_readiness": "guided_use"
      },
      "profile": {
        "capabilities": [
          {
            "id": "data.search",
            "weight": 90,
            "confidence": 95,
            "evidence_ids": [
              "source-record",
              "protocol-tools"
            ]
          },
          {
            "id": "data.retrieve",
            "weight": 90,
            "confidence": 95,
            "evidence_ids": [
              "source-record",
              "protocol-tools"
            ]
          },
          {
            "id": "data.analyze",
            "weight": 80,
            "confidence": 90,
            "evidence_ids": [
              "source-record",
              "protocol-tools"
            ]
          },
          {
            "id": "data.monitor",
            "weight": 70,
            "confidence": 85,
            "evidence_ids": [
              "source-record",
              "protocol-tools"
            ]
          }
        ],
        "domains": [
          {
            "id": "public-sector",
            "weight": 100,
            "confidence": 95,
            "evidence_ids": [
              "source-record"
            ]
          },
          {
            "id": "general",
            "weight": 30,
            "confidence": 80,
            "evidence_ids": [
              "source-record"
            ]
          }
        ],
        "workflow_roles": [
          "discover",
          "retrieve",
          "analyze",
          "monitor"
        ]
      },
      "capability_units": [
        {
          "id": "tool:search",
          "kind": "mcp_tool",
          "capability_id": "data.search",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "typed",
          "accepts": [
            "query: string",
            "limit: integer (optional)"
          ],
          "produces": [
            "results: array of {id, title, url}"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:fetch",
          "kind": "mcp_tool",
          "capability_id": "data.retrieve",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "typed",
          "accepts": [
            "id: string"
          ],
          "produces": [
            "record: {id, title, text, url, metadata}"
          ],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:track_record",
          "kind": "mcp_tool",
          "capability_id": "data.analyze",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "untyped",
          "output_contract": "untyped",
          "accepts": [],
          "produces": [],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:open_solicitations",
          "kind": "mcp_tool",
          "capability_id": "data.search",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "untyped",
          "accepts": [
            "limit: integer (optional)"
          ],
          "produces": [],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:upcoming_recompetes",
          "kind": "mcp_tool",
          "capability_id": "data.search",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "untyped",
          "accepts": [
            "limit: integer (optional)"
          ],
          "produces": [],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:agency_profile",
          "kind": "mcp_tool",
          "capability_id": "data.retrieve",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "untyped",
          "accepts": [
            "agency: string"
          ],
          "produces": [],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:contractor_profile",
          "kind": "mcp_tool",
          "capability_id": "data.retrieve",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "untyped",
          "accepts": [
            "uei: string"
          ],
          "produces": [],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        },
        {
          "id": "tool:price_band",
          "kind": "mcp_tool",
          "capability_id": "data.analyze",
          "effect": "read",
          "open_world": false,
          "idempotency": "idempotent",
          "confirmation": "none",
          "input_contract": "typed",
          "output_contract": "untyped",
          "accepts": [
            "agency: string",
            "naics: string"
          ],
          "produces": [],
          "runtime_auth": {},
          "pricing": {},
          "evidence_ids": [
            "protocol-tools"
          ],
          "metadata": {}
        }
      ],
      "access": {
        "distribution_license": {},
        "runtime_auth": {},
        "runtime_pricing": {},
        "dependencies": []
      },
      "operational_flags": [],
      "trust": {
        "signal": "none",
        "evidence_ids": [],
        "reason": "No suspicious or malicious evidence found."
      },
      "fit": {
        "good_for": [
          "Researching US federal procurement opportunities",
          "Analyzing agency buying patterns and contractor histories",
          "Monitoring upcoming contract recompetes",
          "Benchmarking historical price ranges for bids"
        ],
        "not_for": [
          "Generating price forecasts (paid service)",
          "Submitting bids or performing transactions"
        ]
      },
      "evidence": [
        {
          "id": "source-record",
          "type": "registry_record",
          "source": "https://registry.modelcontextprotocol.io/v0.1/servers/ai.awardcast%2Ffederal-contracts/versions/1.1.0",
          "observation": "MCP source record for AwardCast Federal Contracts; version 1.1.0.",
          "observed_at": null,
          "payload": {}
        },
        {
          "id": "protocol-tools",
          "type": "protocol_observation",
          "source": "https://awardcast.ai/mcp#tools/list",
          "observation": "8 tools were returned by MCP discovery; 8 were retained for review.",
          "observed_at": "2026-09-03T06:22:40.064Z",
          "payload": {}
        }
      ],
      "unknowns": [
        "Authentication requirements are unknown",
        "Pricing model is unknown",
        "Exact output schemas for several tools are not defined",
        "Real-world usage has not been observed"
      ],
      "id": "REV_341AD38673D4",
      "resource_id": "RES_222F990C34A4",
      "evaluator_type": "platform_ai",
      "provider": "deepseek",
      "model": "deepseek-v4-flash",
      "review_scope": "protocol-inspected-mcp",
      "created_at": "2026-09-03T06:22:59.516Z"
    }
  }
}