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Cisa Kev

by io.github.pipeworx-io
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CISA KEV MCP.

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Status
Unhealthy
Uptime
0.0% over 44 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-cisa-kev
GitHub Stars
0
Server Listing
@pipeworx/cisa-kev

TDQS

A3.7/5.0

Scored across 18 tools

Disambiguation3/5

Several tools overlap in purpose, e.g., `entity_profile`, `compare_entities`, `validate_claim`, and `ask_pipeworx` all handle company financial data. While detailed descriptions help, an agent could struggle to choose the optimal tool for a given query.

Naming Consistency2/5

Names are inconsistent: some are verb phrases (`ask_pipeworx`, `bet_research`), some are nouns (`catalog`, `entry`), and others are compound phrases (`recent_changes`, `pipeworx_feedback`). No consistent convention is followed.

Tool Count4/5

18 tools is a reasonable number for a data platform covering multiple domains (SEC, FDA, Polymarket, KEV). It is on the higher side but not excessive; each tool serves a specific purpose.

Completeness4/5

The tool set covers core workflows: company profiles, comparisons, fact-checking, betting analysis, and generic queries. Minor gaps exist (e.g., no direct tool for updating data), but the `ask_pipeworx` tool acts as a catch-all.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • Changedbet_research1 field changed
      • addedInput schema / properties / include_raw
        Added value: +{
+  "description": "Default false. When false (recommended), FRED/FDA/GDELT/Federal-Register evidence is summarized to the few fields agents actually use — keeps responses under ~20KB. Pass true to get full upstream payloads (50KB-500KB) when you need to recompute deltas, cite specific observations, or post-process.",
+  "type": "boolean"
+}
  2. 2 tool updates
    • Changedai_visibility_check4 fields changed
      • addedInput schema / properties / _apiKey
        Added value: +{
+  "description": "Optional Anthropic API key (sk-ant-...) — only needed if \"anthropic\" is in models. Passed straight through to api.anthropic.com.",
+  "type": "string"
+}
      • changedInput schema / properties / context / description
        Previous value: -"Optional: a phrase locating the entity (e.g. \"Boston restaurant\", \"B2B SaaS\", \"Polish painter\"). Helps disambiguate common names."New value: +"Optional: a phrase locating the entity (e.g. \"Boston restaurant\", \"B2B SaaS\"). Helps disambiguate common names."
      • changedInput schema / properties / entity / description
        Previous value: -"The thing to ask about. Brand/business name, product name, person, or topic. E.g. \"Pipeworx\", \"OpenInvoice\", \"Acme Corp pricing\", \"the company behind ChatGPT\"."New value: +"The thing to ask about. Brand/business name, product name, person, or topic. E.g. \"Pipeworx\", \"OpenInvoice\", \"Acme Corp pricing\"."
      • addedInput schema / properties / models
        Added value: +{
+  "description": "Which models to probe. Supported: \"workers-ai\" (free default), \"anthropic\" (requires _apiKey). Omit for just workers-ai.",
+  "items": {
+    "type": "string"
+  },
+  "type": "array"
+}
    • Addedscan_competitor_ai_presence
  3. 2 tool updates
    • Addedai_visibility_check
    • Addedgenerate_llms_txt
  4. 2 tool updates
    • Addedpipeworx_trending
    • Addedpolymarket_kalshi_spread
  5. 2 tool updates
    • Changedcatalog2 fields changed
      • addedInput schema / examples
        Added value: +[
+  {}
+]
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
+  "properties": {
+    "catalogVersion": {
+      "description": "Catalog version",
+      "type": "string"
+    },
+    "count": {
+      "description": "Total vulnerability count",
+      "type": "number"
+    },
+    "dateReleased": {
+      "description": "Release date",
+      "type": "string"
+    },
+    "title": {
+      "description": "Catalog title",
+      "type": "string"
+    },
+    "vulnerabilities": {
+      "description": "Array of known exploited vulnerabilities",
+      "items": {
+        "properties": {
+          "cveID": {
+            "description": "CVE identifier",
+            "type": "string"
+          },
+          "cwes": {
+            "description": "Related CWE identifiers",
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          },
+          "dateAdded": {
+            "description": "Date added to catalog (ISO format)",
+            "type": "string"
+          },
+          "dueDate": {
+            "description": "Due date for remediation",
+            "type": "string"
+          },
+          "knownRansomwareCampaignUse": {
+            "description": "Known ransomware campaign use",
+            "type": "string"
+          },
+          "notes": {
+            "description": "Additional notes",
+            "type": "string"
+          },
+          "product": {
+            "description": "Product name",
+            "type": "string"
+          },
+          "requiredAction": {
+            "description": "Recommended action",
+            "type": "string"
+          },
+          "shortDescription": {
+            "description": "Brief vulnerability description",
+            "type": "string"
+          },
+          "vendorProject": {
+            "description": "Vendor or project name",
+            "type": "string"
+          },
+          "vulnerabilityName": {
+            "description": "Vulnerability name",
+            "type": "string"
+          }
+        },
+        "required": [
+          "cveID",
+          "vendorProject",
+          "product",
+          "vulnerabilityName",
+          "dateAdded",
+          "shortDescription",
+          "requiredAction",
+          "dueDate"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    }
+  },
+  "required": [
+    "vulnerabilities"
+  ],
+  "type": "object"
+}
    • Changedvendors2 fields changed
      • addedInput schema / examples
        Added value: +[
+  {}
+]
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
+  "properties": {
+    "total_vendors": {
+      "description": "Total number of distinct vendors",
+      "type": "number"
+    },
+    "vendors": {
+      "description": "Vendors sorted by entry count (descending)",
+      "items": {
+        "properties": {
+          "count": {
+            "description": "Number of entries for this vendor",
+            "type": "number"
+          },
+          "vendor": {
+            "description": "Vendor name",
+            "type": "string"
+          }
+        },
+        "required": [
+          "vendor",
+          "count"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    }
+  },
+  "required": [
+    "total_vendors",
+    "vendors"
+  ],
+  "type": "object"
+}
  6. 18 tool updates
    • First observedask_pipeworx
    • First observedbet_research
    • First observedcatalog
    • First observedcompare_entities
    • First observeddiscover_tools
    • First observedentity_profile
    • First observedentry
    • First observedforget
    • First observedpipeworx_feedback
    • First observedpolymarket_arbitrage
    • First observedpolymarket_edges
    • First observedrecall
    • First observedrecent
    • First observedrecent_changes
    • First observedremember
    • First observedresolve_entity
    • First observedvalidate_claim
    • First observedvendors

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