diff --git a/src/config.model.test.ts b/src/config.model.test.ts
index 6c7a9cf..8891cbd 100644
--- a/src/config.model.test.ts
+++ b/src/config.model.test.ts
@@ -2,7 +2,7 @@ import { makeCompleteConfiguration } from "./config.model"
 
 describe("makeCompleteConfiguration", () => {
   const base = {
-    coveragePath: "./coverage/coverage-summary.json",
+    coveragePaths: ["./coverage/coverage-summary.json"],
     reportFileSet: "all",
     reportMode: "message",
     entrySortMethod: "alphabetically",
@@ -20,6 +20,13 @@ describe("makeCompleteConfiguration", () => {
     expect(output).toEqual(base)
   })
 
+  it("overrides coveragePaths with the value from coveragePath", () => {
+    const output = makeCompleteConfiguration({
+      coveragePath: "some-other-path",
+    })
+    expect(output).toEqual({ ...base, coveragePaths: ["some-other-path"] })
+  })
+
   it("overrides a specific value from the default", () => {
     const output = makeCompleteConfiguration({
       reportMode: "warn",
diff --git a/src/config.model.ts b/src/config.model.ts
index a8948d5..97f23dc 100644
--- a/src/config.model.ts
+++ b/src/config.model.ts
@@ -20,7 +20,8 @@ export interface Config {
   customFailureMessage?: string
   numberOfEntries: number
   entrySortMethod: SortMethod
-  coveragePath: string
+  coveragePath?: string
+  coveragePaths: string[]
   reportFileSet: ReportFileSet
   threshold: CoverageThreshold
   reportMode: ReportMode
@@ -33,7 +34,7 @@ export interface Config {
  */
 export function makeCompleteConfiguration(config?: Partial<Config>): Config {
   const defaults: Config = {
-    coveragePath: "./coverage/coverage-summary.json",
+    coveragePaths: [],
     reportFileSet: "all",
     reportMode: "message",
     entrySortMethod: "alphabetically",
@@ -45,5 +46,10 @@ export function makeCompleteConfiguration(config?: Partial<Config>): Config {
       lines: 100,
     },
   }
-  return config ? { ...defaults, ...config } : defaults
+
+  const combined = config ? { ...defaults, ...config } : defaults
+  const coveragePath = combined.coveragePath ? combined.coveragePath : "./coverage/coverage-summary.json"
+  const coveragePaths = combined.coveragePaths.length === 0 ? [coveragePath] : combined.coveragePaths
+  delete combined.coveragePath
+  return { ...combined, coveragePaths }
 }
diff --git a/src/index.test.ts b/src/index.test.ts
index 4f9c9bf..eca538a 100644
--- a/src/index.test.ts
+++ b/src/index.test.ts
@@ -46,11 +46,12 @@ function setupGitService() {
   })
 }
 
-function setupCoverageFile(coverage?: string) {
+function setupCoverageFile(coverages: string[] = []) {
   ;(FilesystemService as any).mockImplementation(() => {
     return {
-      exists: p => coverage !== undefined,
+      exists: p => coverages.length !== 0,
       read: p => {
+        const coverage = coverages.pop()
         return coverage !== undefined ? Buffer.from(coverage, "utf8") : undefined
       },
     }
@@ -70,14 +71,16 @@ describe("istanbulCoverage()", () => {
       },
     }
     setupGitService()
-    setupCoverageFile(`{
+    setupCoverageFile([
+      `{
       ${makeEntry("total", 50, 50, 50, 50)},
       ${makeEntry(`${__dirname}/src/modified-file1.ts`, 66, 25, 25, 25)},
       ${makeEntry(`${__dirname}/src/modified-file2.ts`, 99, 50, 75, 50)},
       ${makeEntry(`${__dirname}/src/created-file1.ts`, 66, 100, 25, 50)},
       ${makeEntry(`${__dirname}/src/created-file2.ts`, 99, 75, 50, 25)},
       ${makeEntry(`${__dirname}/src/unmodified-field.ts`, 25, 25, 25, 25)}
-    }`)
+    }`,
+    ])
   })
 
   afterEach(() => {
@@ -103,6 +106,36 @@ Total | (165/200) 83% | (175/200) 88% | (75/200) 38% | (75/200) 38%
     )
   })
 
+  it("can combine multiple coverage files", async () => {
+    setupCoverageFile([
+      `{
+        ${makeEntry("total", 50, 50, 50, 50)},
+        ${makeEntry(`${__dirname}/src/modified-file1.ts`, 66, 25, 25, 25)},
+        ${makeEntry(`${__dirname}/src/modified-file2.ts`, 99, 50, 75, 50)}
+      }`,
+      `{
+        ${makeEntry("total", 50, 50, 50, 50)},
+        ${makeEntry(`${__dirname}/src/created-file1.ts`, 66, 100, 25, 50)},
+        ${makeEntry(`${__dirname}/src/created-file2.ts`, 99, 75, 50, 25)}
+      }`,
+    ])
+    await istanbulCoverage({
+      reportFileSet: "createdOrModified",
+      coveragePaths: ["coverage-path-1", "coverage-path-2"],
+    })
+    expect(global.markdown).toHaveBeenCalledWith(
+      `## Coverage in Created or Modified Files
+File | Line Coverage | Statement Coverage | Function Coverage | Branch Coverage
+---- | ------------: | -----------------: | ----------------: | --------------:
+[src/created\\-file1.ts](../blob/master/src/created\\-file1.ts) | (66/100) 66% | (100/100) 100% | (25/100) 25% | (50/100) 50%
+[src/created\\-file2.ts](../blob/master/src/created\\-file2.ts) | (99/100) 99% | (75/100) 75% | (50/100) 50% | (25/100) 25%
+[src/modified\\-file1.ts](../blob/master/src/modified\\-file1.ts) | (66/100) 66% | (25/100) 25% | (25/100) 25% | (25/100) 25%
+[src/modified\\-file2.ts](../blob/master/src/modified\\-file2.ts) | (99/100) 99% | (50/100) 50% | (75/100) 75% | (50/100) 50%
+Total | (330/400) 83% | (250/400) 63% | (175/400) 44% | (150/400) 38%
+`
+    )
+  })
+
   it('will only report on modified files when reportFileSet is set to "modified"', async () => {
     await istanbulCoverage({
       reportFileSet: "modified",
@@ -256,7 +289,7 @@ Total | (355/500) 71% | (275/500) 55% | (200/500) 40% | (175/500) 35%
     expect(global.message).not.toBeCalled()
   })
   it("doesn't output anything when the coverage data is empty", async () => {
-    setupCoverageFile("{}")
+    setupCoverageFile(["{}"])
     await istanbulCoverage({
       reportMode: "fail",
     })
@@ -265,14 +298,14 @@ Total | (355/500) 71% | (275/500) 55% | (200/500) 40% | (175/500) 35%
     expect(global.message).not.toBeCalled()
   })
   it("outputs a warning when it can't find the coverage file", async () => {
-    setupCoverageFile(undefined)
+    setupCoverageFile([])
     await istanbulCoverage({
       reportMode: "warn",
     })
     expect(global.warn).toBeCalled()
   })
   it("outputs a warning when coverage file is invalidly formatted", async () => {
-    setupCoverageFile("{")
+    setupCoverageFile(["{"])
     await istanbulCoverage({
       reportMode: "fail",
     })
diff --git a/src/index.ts b/src/index.ts
index 86e6b10..62db75d 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -138,21 +138,36 @@ File | Line Coverage | Statement Coverage | Function Coverage | Branch Coverage
   return [header, ...lines, ellided, total, ""].filter(part => part !== undefined).join("\n")
 }
 
+function getCoveragePaths(coveragePaths: string[]): string[] {
+  return coveragePaths.map(singleCoveragePath => {
+    if (!process.mainModule) {
+      return singleCoveragePath
+    }
+    const appDir = `${process.mainModule.paths[0].split("node_modules")[0].slice(0, -1)}/`
+    return path.resolve(appDir, singleCoveragePath)
+  })
+}
+
+function getCombinedCoverageCollection(coveragePaths: string[]): CoverageCollection {
+  return coveragePaths
+    .map(coveragePath => {
+      const collection = parseCoverageCollection(coveragePath)
+      return collection ? collection : {}
+    })
+    .reduce((previous, current) => ({ ...previous, ...current }), {})
+}
+
 /**
  * Danger.js plugin for monitoring code coverage on changed files.
  */
 export function istanbulCoverage(config?: Partial<Config>): Promise<void> {
   const combinedConfig = makeCompleteConfiguration(config)
 
-  let coveragePath = combinedConfig.coveragePath
-  if (process.mainModule) {
-    const appDir = `${process.mainModule.paths[0].split("node_modules")[0].slice(0, -1)}/`
+  const coveragePaths = getCoveragePaths(combinedConfig.coveragePaths)
 
-    coveragePath = path.resolve(appDir, combinedConfig.coveragePath)
-  }
   let coverage: CoverageCollection
   try {
-    const parsedCoverage = parseCoverageCollection(coveragePath)
+    const parsedCoverage = getCombinedCoverageCollection(coveragePaths)
     if (!parsedCoverage) {
       return Promise.resolve()
     }