diff --git a/.github/workflows/coverage-gather.yml b/.github/workflows/coverage-api.yml
similarity index 95%
rename from .github/workflows/coverage-gather.yml
rename to .github/workflows/coverage-api.yml
index 887132ebd..e40c9a373 100644
--- a/.github/workflows/coverage-gather.yml
+++ b/.github/workflows/coverage-api.yml
@@ -45,7 +45,7 @@ jobs:
           total=`jq -r '.paths | keys | length' build/local-openapi.json`
           percent=$((current * 100 / total))
           echo "API specs implemented for $current/$total ($percent%) APIs."
-          cat >>"coverage.json" <<EOL
+          cat >>"coverage-api.json" <<EOL
           {
             "pull_request":${{ github.event.number }},
             "current":$current,
@@ -55,5 +55,5 @@ jobs:
           EOL
       - uses: actions/upload-artifact@v4
         with:
-          name: coverage
-          path: coverage.json
\ No newline at end of file
+          name: coverage-api
+          path: coverage-api.json
\ No newline at end of file
diff --git a/.github/workflows/coverage-comment.yml b/.github/workflows/coverage-comment.yml
index 959d7a328..91bf5dccf 100644
--- a/.github/workflows/coverage-comment.yml
+++ b/.github/workflows/coverage-comment.yml
@@ -2,7 +2,7 @@ name: Comment with API Coverage
 
 on:
   workflow_run:
-    workflows: ["Gather API Coverage"]
+    workflows: ["Gather API Coverage", "Test Spec"]
     types:
       - completed
 
@@ -17,7 +17,8 @@ jobs:
         uses: actions/download-artifact@v4
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
-          name: coverage
+          pattern: coverage-*
+          merge-multiple: true
           run-id: ${{ github.event.workflow_run.id }}
 
       - name: 'Comment on PR'
@@ -26,11 +27,13 @@ jobs:
           github-token: ${{ secrets.GITHUB_TOKEN }}
           script: |
             const fs = require('fs');
-            const data = JSON.parse(fs.readFileSync('./coverage.json'));
-            console.log(data);
+            const coverage_api = JSON.parse(fs.readFileSync('./coverage-api.json'));
+            console.log(coverage_api);
+            const coverage_tests = JSON.parse(fs.readFileSync('./coverage-tests.json'));
+            console.log(coverage_tests);
             await github.issues.createComment({
               owner: context.repo.owner,
               repo: context.repo.repo,
-              issue_number: data.pull_request,
-              body: `API specs implemented for ${data.current}/${data.total} (${data.percent}%) APIs.`
+              issue_number: coverage_api.pull_request,
+              body: `API specs implemented for ${coverage_api.current}/${coverage_api.total} (${coverage_api.percent}%) APIs, with ${coverage_tests.current}/${coverage_tests.total} (${coverage_tests.percent}%) APIs tested.`
             });
\ No newline at end of file
diff --git a/.github/workflows/tests-spec.yml b/.github/workflows/tests-spec.yml
new file mode 100644
index 000000000..502d0d820
--- /dev/null
+++ b/.github/workflows/tests-spec.yml
@@ -0,0 +1,63 @@
+name: Test Spec
+
+on: [push, pull_request]
+
+env:
+  OPENSEARCH_INITIAL_ADMIN_PASSWORD: BobgG7YrtsdKf9M
+
+jobs:
+  tests-spec:
+    name: Build and Test Spec
+    runs-on: ubuntu-latest
+    permissions: write-all
+
+    steps:
+      - name: Checkout the repo
+        uses: actions/checkout@v3
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v2
+        with:
+          node-version: '20'
+
+      - name: Build
+        run: |-
+          mkdir -p ./build
+          npm install
+          npm run merge -- --source ./spec --output ./build/opensearch-openapi.yaml
+          npm run merge -- --source ./spec --output ./build/opensearch-openapi-tested.yaml --x-include=x-tested
+
+      - name: Build and Run Docker Container
+        run: |
+          docker build coverage --tag opensearch-with-api-plugin
+          docker run -d -p 9200:9200 -p 9600:9600 -e "discovery.type=single-node" -e OPENSEARCH_INITIAL_ADMIN_PASSWORD="$OPENSEARCH_INITIAL_ADMIN_PASSWORD" opensearch-with-api-plugin
+          sleep 15
+
+      - name: Display OpenSearch Info
+        run: |
+          curl -ks -u "admin:$OPENSEARCH_INITIAL_ADMIN_PASSWORD" https://localhost:9200/ | jq
+
+      - name: Test
+        run: |-
+          npm run dredd -- --user "admin:$OPENSEARCH_INITIAL_ADMIN_PASSWORD" ./build/opensearch-openapi-tested.yaml https://localhost:9200
+
+      - name: Gather Test Coverage
+        id: test-coverage
+        shell: bash
+        run: |
+          current=`docker run --rm -i mikefarah/yq:latest -r '.paths | keys | length' < build/opensearch-openapi-tested.yaml`
+          total=`docker run --rm -i mikefarah/yq:latest -r '.paths | keys | length' < build/opensearch-openapi.yaml`
+          percent=$((current * 100 / total))
+          echo "$current/$total ($percent%) APIs tested."
+          cat >>"coverage-tests.json" <<EOL
+          {
+            "pull_request":${{ github.event.number }},
+            "current":$current,
+            "total":$total,
+            "percent":$percent
+          }
+          EOL
+      - uses: actions/upload-artifact@v4
+        with:
+          name: coverage-tests
+          path: coverage-tests.json
\ No newline at end of file
diff --git a/.github/workflows/tools.yml b/.github/workflows/tests-tools.yml
similarity index 91%
rename from .github/workflows/tools.yml
rename to .github/workflows/tests-tools.yml
index 0cae7671e..536ba13a2 100644
--- a/.github/workflows/tools.yml
+++ b/.github/workflows/tests-tools.yml
@@ -1,4 +1,4 @@
-name: Tools Testing
+name: Test Tools
 
 on:
   push:
@@ -11,7 +11,7 @@ on:
       - 'tools/**'
 
 jobs:
-  tools-tests:
+  tests-tools:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
diff --git a/DEVELOPER_GUIDE.md b/DEVELOPER_GUIDE.md
index ca19a0bd3..0d02138a5 100644
--- a/DEVELOPER_GUIDE.md
+++ b/DEVELOPER_GUIDE.md
@@ -7,6 +7,9 @@
   - [Global Parameters](#global-parameters)
   - [OpenAPI Extensions](#openapi-extensions)
   - [Tools](#tools)
+    - [Merger](#merger)
+    - [Linter](#linter)
+    - [Validator](#validator)
 
 # Developer Guide
 
@@ -115,6 +118,7 @@ This repository includes several OpenAPI Specification Extensions to fill in any
 - `x-ignorable`: Denotes that the operation should be ignored by the client generator. This is used in operation groups where some operations have been replaced by newer ones, but we still keep them in the specs because the server still supports them.
 - `x-global`: Denotes that the parameter is a global parameter that is included in every operation. These parameters are listed in the [spec/_global_parameters.yaml](spec/_global_parameters.yaml).
 - `x-default`: Contains the default value of a parameter. This is often used to override the default value specified in the schema, or to avoid accidentally changing the default value when updating a shared schema.
+- `x-tested`: Marks APIs as tested (or testable) using [test automation](./tests/). 
 
 ## Tools
 
@@ -127,3 +131,7 @@ The spec merger "builds", aka combines all `.yaml` files in a spec folder into a
 ### Linter
 
 The spec linter that validates every `.yaml` file in the `./spec` folder to assure that they follow the guidelines we have set. Check out the [Linter README](tools/README.md#spec-linter) for more information on how to run it locally. Make sure to run the linter before submitting a PR.
+
+### Validator
+
+The project uses [dredd](https://dredd.org) to test the spec against a live instance OpenSearch. See [tests](tests/README.md) for details.
\ No newline at end of file
diff --git a/coverage/README.md b/coverage/README.md
index 89ae4e76b..3afdb91b0 100644
--- a/coverage/README.md
+++ b/coverage/README.md
@@ -2,4 +2,4 @@
 
 Builds the OpenAPI spec, and uses the [opensearch-api plugin](https://github.com/dblock/opensearch-api) and [openapi-diff](https://github.com/OpenAPITools/openapi-diff) to show the differences.
 
-API coverage is run on all pull requests via the [coverage workflow](../.github/workflows/coverage-gather.yml).
+API coverage is run on all pull requests via the [coverage workflow](../.github/workflows/coverage-api.yml).
diff --git a/eslint.config.mjs b/eslint.config.mjs
index 9e13e3c1a..d7e7b3f42 100644
--- a/eslint.config.mjs
+++ b/eslint.config.mjs
@@ -48,10 +48,17 @@ export default [
           allowRuleToRunWithoutStrictNullChecksIKnowWhatIAmDoing: false
         }
       ],
+      '@typescript-eslint/no-var-requires': 'error',
       'array-callback-return': 'off',
       'new-cap': 'off',
       'no-return-assign': 'error',
       'object-shorthand': 'error'
     }
+  },
+  {
+    files: ['**/*.js'],
+    rules: {
+      '@typescript-eslint/no-var-requires': 'off'
+    }
   }
 ]
diff --git a/package-lock.json b/package-lock.json
index 14f2fc54d..baf8f3edb 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -16,7 +16,9 @@
         "ajv": "^8.13.0",
         "ajv-formats": "^3.0.1",
         "commander": "^12.0.0",
+        "dredd": "^14.1.0",
         "lodash": "^4.17.21",
+        "node-fetch": "^2.6.9",
         "ts-node": "^10.9.1",
         "typescript": "^5.4.5",
         "yaml": "^2.3.4"
@@ -98,6 +100,55 @@
         "openapi-types": ">=7"
       }
     },
+    "node_modules/@apielements/core": {
+      "version": "0.2.1",
+      "resolved": "https://registry.npmjs.org/@apielements/core/-/core-0.2.1.tgz",
+      "integrity": "sha512-pI7hlAzXmceQjox10n+huOsYkSEunegHVMYl+7cq8WOO107CqGSuv1K8ERnKGQeAT4ZAacDnlo1Py/7WNtU+rQ==",
+      "dependencies": {
+        "api-elements": "^0.3.0"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/@apielements/openapi2-parser": {
+      "version": "0.32.4",
+      "resolved": "https://registry.npmjs.org/@apielements/openapi2-parser/-/openapi2-parser-0.32.4.tgz",
+      "integrity": "sha512-gD5KuN1vL1TPZL0GU+QmUCeLg0AAkbD50AvmbAuVDbaTeBrYmTDaowewAkhZMrbsTPDZzPqQ+jh7AlAB5kuStw==",
+      "dependencies": {
+        "content-type": "^1.0.4",
+        "js-yaml": "^3.12.0",
+        "json-schema-faker": "0.5.0-rc23",
+        "lodash": "^4.17.0",
+        "media-typer": "^1.0.1",
+        "swagger-parser": "^8.0.0",
+        "yaml-js": "^0.2.3",
+        "z-schema": "^4.1.0"
+      },
+      "engines": {
+        "node": ">=8"
+      },
+      "peerDependencies": {
+        "@apielements/core": ">=0.1.0 <0.3.0"
+      }
+    },
+    "node_modules/@apielements/openapi3-parser": {
+      "version": "0.16.0",
+      "resolved": "https://registry.npmjs.org/@apielements/openapi3-parser/-/openapi3-parser-0.16.0.tgz",
+      "integrity": "sha512-ZvDbp4kXz2FP7q5MIdQasks93tKsGun7kDL1De01gHKH6c43oicmELtxwqKpad8Vv0yBTceLNzXcVH+xZEuG3g==",
+      "dependencies": {
+        "content-type": "^1.0.4",
+        "media-typer": "^1.0.1",
+        "ramda": "0.27.0",
+        "yaml-js": "^0.2.3"
+      },
+      "engines": {
+        "node": ">=8"
+      },
+      "peerDependencies": {
+        "@apielements/core": ">=0.1.0 <0.3.0"
+      }
+    },
     "node_modules/@babel/code-frame": {
       "version": "7.23.5",
       "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.23.5.tgz",
@@ -1862,7 +1913,6 @@
       "version": "4.3.2",
       "resolved": "https://registry.npmjs.org/ansi-escapes/-/ansi-escapes-4.3.2.tgz",
       "integrity": "sha512-gKXj5ALrKWQLsYG9jlTRmR/xKluxHV+Z9QEwNIgCfM1/uwPMCuzVVnh5mwTd+OuBZcwSIMbqssNWRm1lE51QaQ==",
-      "dev": true,
       "dependencies": {
         "type-fest": "^0.21.3"
       },
@@ -1877,7 +1927,6 @@
       "version": "5.0.1",
       "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
       "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
-      "dev": true,
       "engines": {
         "node": ">=8"
       }
@@ -1886,7 +1935,6 @@
       "version": "4.3.0",
       "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz",
       "integrity": "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==",
-      "dev": true,
       "dependencies": {
         "color-convert": "^2.0.1"
       },
@@ -1910,6 +1958,23 @@
         "node": ">= 8"
       }
     },
+    "node_modules/api-blueprint-http-formatter": {
+      "version": "0.0.1",
+      "resolved": "https://registry.npmjs.org/api-blueprint-http-formatter/-/api-blueprint-http-formatter-0.0.1.tgz",
+      "integrity": "sha512-YXnqI5YoXZoFL+PQYfdVqDWCUmEB8BRlt8cR7VV1jURG5i1u5fs2pwEc684WVwGqpkEVAIWIfjXAB6muB+r2hA=="
+    },
+    "node_modules/api-elements": {
+      "version": "0.3.2",
+      "resolved": "https://registry.npmjs.org/api-elements/-/api-elements-0.3.2.tgz",
+      "integrity": "sha512-J+XavcNXxW5Qb7lQjpFAIB0RGwntn96lsU2xLAa4GmwWY99IpPE8+GhdvzQu3NIC9mpxlCeVmVTYBzFZrtLkjA==",
+      "dependencies": {
+        "minim": "^0.23.8",
+        "ramda": "^0.27.0"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/arg": {
       "version": "4.1.3",
       "resolved": "https://registry.npmjs.org/arg/-/arg-4.1.3.tgz",
@@ -2046,6 +2111,40 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/asn1": {
+      "version": "0.2.6",
+      "resolved": "https://registry.npmjs.org/asn1/-/asn1-0.2.6.tgz",
+      "integrity": "sha512-ix/FxPn0MDjeyJ7i/yoHGFt/EX6LyNbxSEhPPXODPL+KB0VPk86UYfL0lMdy+KCnv+fmvIzySwaK5COwqVbWTQ==",
+      "dependencies": {
+        "safer-buffer": "~2.1.0"
+      }
+    },
+    "node_modules/assert-plus": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/assert-plus/-/assert-plus-1.0.0.tgz",
+      "integrity": "sha512-NfJ4UzBCcQGLDlQq7nHxH+tv3kyZ0hHQqF5BO6J7tNJeP5do1llPr8dZ8zHonfhAu0PHAdMkSo+8o0wxg9lZWw==",
+      "engines": {
+        "node": ">=0.8"
+      }
+    },
+    "node_modules/assertion-error": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/assertion-error/-/assertion-error-1.1.0.tgz",
+      "integrity": "sha512-jgsaNduz+ndvGyFt3uSuWqvy4lCnIJiovtouQN5JZHOKCS2QuhEdbcQHFhVksz2N2U9hXJo8odG7ETyWlEeuDw==",
+      "engines": {
+        "node": "*"
+      }
+    },
+    "node_modules/async": {
+      "version": "3.2.5",
+      "resolved": "https://registry.npmjs.org/async/-/async-3.2.5.tgz",
+      "integrity": "sha512-baNZyqaaLhyLVKm/DlvdW051MSgO6b8eVfIezl9E5PqWxFgzLm/wQntEW4zOytVburDEr0JlALEpdOFwvErLsg=="
+    },
+    "node_modules/asynckit": {
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz",
+      "integrity": "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q=="
+    },
     "node_modules/available-typed-arrays": {
       "version": "1.0.7",
       "resolved": "https://registry.npmjs.org/available-typed-arrays/-/available-typed-arrays-1.0.7.tgz",
@@ -2061,6 +2160,19 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/aws-sign2": {
+      "version": "0.7.0",
+      "resolved": "https://registry.npmjs.org/aws-sign2/-/aws-sign2-0.7.0.tgz",
+      "integrity": "sha512-08kcGqnYf/YmjoRhfxyu+CLxBjUtHLXLXX/vUfx9l2LYzG3c1m61nrpyFUZI6zeS+Li/wWMMidD9KgrqtGq3mA==",
+      "engines": {
+        "node": "*"
+      }
+    },
+    "node_modules/aws4": {
+      "version": "1.12.0",
+      "resolved": "https://registry.npmjs.org/aws4/-/aws4-1.12.0.tgz",
+      "integrity": "sha512-NmWvPnx0F1SfrQbYwOi7OeaNGokp9XhzNioJ/CSBs8Qa4vxug81mhJEAVZwxXuBmYB5KDRfMq/F3RR0BIU7sWg=="
+    },
     "node_modules/babel-jest": {
       "version": "29.7.0",
       "resolved": "https://registry.npmjs.org/babel-jest/-/babel-jest-29.7.0.tgz",
@@ -2171,14 +2283,20 @@
     "node_modules/balanced-match": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.2.tgz",
-      "integrity": "sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw==",
-      "dev": true
+      "integrity": "sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw=="
+    },
+    "node_modules/bcrypt-pbkdf": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/bcrypt-pbkdf/-/bcrypt-pbkdf-1.0.2.tgz",
+      "integrity": "sha512-qeFIXtP4MSoi6NLqO12WfqARWWuCKi2Rn/9hJLEmtB5yTNr9DqFWkJRCf2qShWzPeAMRnOgCrq0sg/KLv5ES9w==",
+      "dependencies": {
+        "tweetnacl": "^0.14.3"
+      }
     },
     "node_modules/brace-expansion": {
       "version": "1.1.11",
       "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
       "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
-      "dev": true,
       "dependencies": {
         "balanced-match": "^1.0.0",
         "concat-map": "0.0.1"
@@ -2252,8 +2370,7 @@
     "node_modules/buffer-from": {
       "version": "1.1.2",
       "resolved": "https://registry.npmjs.org/buffer-from/-/buffer-from-1.1.2.tgz",
-      "integrity": "sha512-E+XQCRwSbaaiChtv6k6Dwgc+bx+Bs6vuKJHHl5kox/BaKbhiXzqQOwK4cO22yElGp2OCmjwVhT3HmxgyPGnJfQ==",
-      "dev": true
+      "integrity": "sha512-E+XQCRwSbaaiChtv6k6Dwgc+bx+Bs6vuKJHHl5kox/BaKbhiXzqQOwK4cO22yElGp2OCmjwVhT3HmxgyPGnJfQ=="
     },
     "node_modules/builtin-modules": {
       "version": "3.3.0",
@@ -2313,7 +2430,6 @@
       "version": "1.0.7",
       "resolved": "https://registry.npmjs.org/call-bind/-/call-bind-1.0.7.tgz",
       "integrity": "sha512-GHTSNSYICQ7scH7sZ+M2rFopRoLh8t2bLSW6BbgrtLsahOIB5iyAVJf9GjWK3cYTDaMj4XdBpM1cA6pIS0Kv2w==",
-      "dev": true,
       "dependencies": {
         "es-define-property": "^1.0.0",
         "es-errors": "^1.3.0",
@@ -2371,6 +2487,27 @@
         }
       ]
     },
+    "node_modules/caseless": {
+      "version": "0.12.0",
+      "resolved": "https://registry.npmjs.org/caseless/-/caseless-0.12.0.tgz",
+      "integrity": "sha512-4tYFyifaFfGacoiObjJegolkwSU4xQNGbVgUiNYVUxbQ2x2lUsFvY4hVgVzGiIe6WLOPqycWXA40l+PWsxthUw=="
+    },
+    "node_modules/chai": {
+      "version": "4.2.0",
+      "resolved": "https://registry.npmjs.org/chai/-/chai-4.2.0.tgz",
+      "integrity": "sha512-XQU3bhBukrOsQCuwZndwGcCVQHyZi53fQ6Ys1Fym7E4olpIqqZZhhoFJoaKVvV17lWQoXYwgWN2nF5crA8J2jw==",
+      "dependencies": {
+        "assertion-error": "^1.1.0",
+        "check-error": "^1.0.2",
+        "deep-eql": "^3.0.1",
+        "get-func-name": "^2.0.0",
+        "pathval": "^1.1.0",
+        "type-detect": "^4.0.5"
+      },
+      "engines": {
+        "node": ">=4"
+      }
+    },
     "node_modules/chalk": {
       "version": "4.1.2",
       "resolved": "https://registry.npmjs.org/chalk/-/chalk-4.1.2.tgz",
@@ -2396,6 +2533,22 @@
         "node": ">=10"
       }
     },
+    "node_modules/chardet": {
+      "version": "0.7.0",
+      "resolved": "https://registry.npmjs.org/chardet/-/chardet-0.7.0.tgz",
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+        "js-yaml": "^3.13.1",
+        "ono": "^6.0.0"
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+      "resolved": "https://registry.npmjs.org/through/-/through-2.3.8.tgz",
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+      "resolved": "https://registry.npmjs.org/tmp/-/tmp-0.0.33.tgz",
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+      }
+    },
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       "resolved": "https://registry.npmjs.org/tmpl/-/tmpl-1.0.5.tgz",
@@ -6372,6 +7598,11 @@
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+      "resolved": "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz",
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+    },
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@@ -6526,6 +7757,15 @@
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+    "node_modules/tsconfig-paths/node_modules/minimist": {
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+      "resolved": "https://registry.npmjs.org/minimist/-/minimist-0.2.4.tgz",
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+      "dev": true,
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
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@@ -6535,6 +7775,35 @@
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       }
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+    "node_modules/tslib": {
+      "version": "1.14.1",
+      "resolved": "https://registry.npmjs.org/tslib/-/tslib-1.14.1.tgz",
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+    },
+    "node_modules/tunnel-agent": {
+      "version": "0.6.0",
+      "resolved": "https://registry.npmjs.org/tunnel-agent/-/tunnel-agent-0.6.0.tgz",
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+      "dependencies": {
+        "safe-buffer": "^5.0.1"
+      },
+      "engines": {
+        "node": "*"
+      }
+    },
+    "node_modules/tv4": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/tv4/-/tv4-1.3.0.tgz",
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+      "engines": {
+        "node": ">= 0.8.0"
+      }
+    },
+    "node_modules/tweetnacl": {
+      "version": "0.14.5",
+      "resolved": "https://registry.npmjs.org/tweetnacl/-/tweetnacl-0.14.5.tgz",
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+    },
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       "resolved": "https://registry.npmjs.org/type-check/-/type-check-0.4.0.tgz",
@@ -6551,7 +7820,6 @@
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@@ -6560,7 +7828,6 @@
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-      "dev": true,
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         "node": ">=10"
       },
@@ -6641,6 +7908,11 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/typedarray": {
+      "version": "0.0.6",
+      "resolved": "https://registry.npmjs.org/typedarray/-/typedarray-0.0.6.tgz",
+      "integrity": "sha512-/aCDEGatGvZ2BIk+HmLf4ifCJFwvKFNb9/JeZPMulfgFracn9QFcAf5GO8B/mweUjSoblS5In0cWhqpfs/5PQA=="
+    },
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       "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.4.5.tgz",
@@ -6653,6 +7925,11 @@
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       }
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+    "node_modules/uc.micro": {
+      "version": "1.0.6",
+      "resolved": "https://registry.npmjs.org/uc.micro/-/uc.micro-1.0.6.tgz",
+      "integrity": "sha512-8Y75pvTYkLJW2hWQHXxoqRgV7qb9B+9vFEtidML+7koHUFapnVJAZ6cKs+Qjz5Aw3aZWHMC6u0wJE3At+nSGwA=="
+    },
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       "resolved": "https://registry.npmjs.org/unbox-primitive/-/unbox-primitive-1.0.2.tgz",
@@ -6673,6 +7950,22 @@
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     },
+    "node_modules/universalify": {
+      "version": "0.2.0",
+      "resolved": "https://registry.npmjs.org/universalify/-/universalify-0.2.0.tgz",
+      "integrity": "sha512-CJ1QgKmNg3CwvAv/kOFmtnEN05f0D/cn9QntgNOQlQF9dgvVTHj3t+8JPdjqawCHk7V/KA+fbUqzZ9XWhcqPUg==",
+      "engines": {
+        "node": ">= 4.0.0"
+      }
+    },
+    "node_modules/untildify": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/untildify/-/untildify-4.0.0.tgz",
+      "integrity": "sha512-KK8xQ1mkzZeg9inewmFVDNkg3l5LUhoq9kN6iWYB/CC9YMG8HA+c1Q8HwDe6dEX7kErrEVNVBO3fWsVq5iDgtw==",
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/update-browserslist-db": {
       "version": "1.0.13",
       "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.0.13.tgz",
@@ -6711,6 +8004,50 @@
         "punycode": "^2.1.0"
       }
     },
+    "node_modules/uri-template": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/uri-template/-/uri-template-1.0.1.tgz",
+      "integrity": "sha512-q/4Kp4cn46O2TdwTDIBkyWFheYqfNPGBB49MPQNo8flg0S51+Sr7jZ14/L7nLro8+IVwvTPii0202jvD5wp9lQ==",
+      "dependencies": {
+        "pct-encode": "~1.0.0"
+      }
+    },
+    "node_modules/url": {
+      "version": "0.11.0",
+      "resolved": "https://registry.npmjs.org/url/-/url-0.11.0.tgz",
+      "integrity": "sha512-kbailJa29QrtXnxgq+DdCEGlbTeYM2eJUxsz6vjZavrCYPMIFHMKQmSKYAIuUK2i7hgPm28a8piX5NTUtM/LKQ==",
+      "dependencies": {
+        "punycode": "1.3.2",
+        "querystring": "0.2.0"
+      }
+    },
+    "node_modules/url-parse": {
+      "version": "1.5.10",
+      "resolved": "https://registry.npmjs.org/url-parse/-/url-parse-1.5.10.tgz",
+      "integrity": "sha512-WypcfiRhfeUP9vvF0j6rw0J3hrWrw6iZv3+22h6iRMJ/8z1Tj6XfLP4DsUix5MhMPnXpiHDoKyoZ/bdCkwBCiQ==",
+      "dependencies": {
+        "querystringify": "^2.1.1",
+        "requires-port": "^1.0.0"
+      }
+    },
+    "node_modules/url/node_modules/punycode": {
+      "version": "1.3.2",
+      "resolved": "https://registry.npmjs.org/punycode/-/punycode-1.3.2.tgz",
+      "integrity": "sha512-RofWgt/7fL5wP1Y7fxE7/EmTLzQVnB0ycyibJ0OOHIlJqTNzglYFxVwETOcIoJqJmpDXJ9xImDv+Fq34F/d4Dw=="
+    },
+    "node_modules/util-deprecate": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
+      "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw=="
+    },
+    "node_modules/uuid": {
+      "version": "7.0.3",
+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-7.0.3.tgz",
+      "integrity": "sha512-DPSke0pXhTZgoF/d+WSt2QaKMCFSfx7QegxEWT+JOuHF5aWrKEn0G+ztjuJg/gG8/ItK+rbPCD/yNv8yyih6Cg==",
+      "bin": {
+        "uuid": "dist/bin/uuid"
+      }
+    },
     "node_modules/v8-compile-cache-lib": {
       "version": "3.0.1",
       "resolved": "https://registry.npmjs.org/v8-compile-cache-lib/-/v8-compile-cache-lib-3.0.1.tgz",
@@ -6730,6 +8067,32 @@
         "node": ">=10.12.0"
       }
     },
+    "node_modules/validator": {
+      "version": "13.12.0",
+      "resolved": "https://registry.npmjs.org/validator/-/validator-13.12.0.tgz",
+      "integrity": "sha512-c1Q0mCiPlgdTVVVIJIrBuxNicYE+t/7oKeI9MWLj3fh/uq2Pxh/3eeWbVZ4OcGW1TUf53At0njHw5SMdA3tmMg==",
+      "engines": {
+        "node": ">= 0.10"
+      }
+    },
+    "node_modules/verror": {
+      "version": "1.10.0",
+      "resolved": "https://registry.npmjs.org/verror/-/verror-1.10.0.tgz",
+      "integrity": "sha512-ZZKSmDAEFOijERBLkmYfJ+vmk3w+7hOLYDNkRCuRuMJGEmqYNCNLyBBFwWKVMhfwaEF3WOd0Zlw86U/WC/+nYw==",
+      "engines": [
+        "node >=0.6.0"
+      ],
+      "dependencies": {
+        "assert-plus": "^1.0.0",
+        "core-util-is": "1.0.2",
+        "extsprintf": "^1.2.0"
+      }
+    },
+    "node_modules/verror/node_modules/core-util-is": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/core-util-is/-/core-util-is-1.0.2.tgz",
+      "integrity": "sha512-3lqz5YjWTYnW6dlDa5TLaTCcShfar1e40rmcJVwCBJC6mWlFuj0eCHIElmG1g5kyuJ/GD+8Wn4FFCcz4gJPfaQ=="
+    },
     "node_modules/walker": {
       "version": "1.0.8",
       "resolved": "https://registry.npmjs.org/walker/-/walker-1.0.8.tgz",
@@ -6739,11 +8102,24 @@
         "makeerror": "1.0.12"
       }
     },
+    "node_modules/webidl-conversions": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
+      "integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ=="
+    },
+    "node_modules/whatwg-url": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz",
+      "integrity": "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==",
+      "dependencies": {
+        "tr46": "~0.0.3",
+        "webidl-conversions": "^3.0.0"
+      }
+    },
     "node_modules/which": {
       "version": "2.0.2",
       "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
       "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
-      "dev": true,
       "dependencies": {
         "isexe": "^2.0.0"
       },
@@ -6789,6 +8165,30 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/winston": {
+      "version": "2.4.0",
+      "resolved": "https://registry.npmjs.org/winston/-/winston-2.4.0.tgz",
+      "integrity": "sha512-4/DotzcMp5ilGEC0KrZkpZ0pCHuUrVWmM41qAT5zAa5nNaBAyc1MQBPTVjcajiYf1D6b+CHjziYNY2Mi6Svv2g==",
+      "dependencies": {
+        "async": "~1.0.0",
+        "colors": "1.0.x",
+        "cycle": "1.0.x",
+        "eyes": "0.1.x",
+        "isstream": "0.1.x",
+        "stack-trace": "0.0.x"
+      },
+      "engines": {
+        "node": ">= 0.10.0"
+      }
+    },
+    "node_modules/wordwrap": {
+      "version": "0.0.3",
+      "resolved": "https://registry.npmjs.org/wordwrap/-/wordwrap-0.0.3.tgz",
+      "integrity": "sha512-1tMA907+V4QmxV7dbRvb4/8MaRALK6q9Abid3ndMYnbyo8piisCmeONVqVSXqQA3KaP4SLt5b7ud6E2sqP8TFw==",
+      "engines": {
+        "node": ">=0.4.0"
+      }
+    },
     "node_modules/wrap-ansi": {
       "version": "7.0.0",
       "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
@@ -6809,8 +8209,7 @@
     "node_modules/wrappy": {
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       "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
-      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
-      "dev": true
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="
     },
     "node_modules/write-file-atomic": {
       "version": "4.0.2",
@@ -6851,6 +8250,11 @@
         "node": ">= 14"
       }
     },
+    "node_modules/yaml-js": {
+      "version": "0.2.3",
+      "resolved": "https://registry.npmjs.org/yaml-js/-/yaml-js-0.2.3.tgz",
+      "integrity": "sha512-6xUQtVKl1qcd0EXtTEzUDVJy9Ji1fYa47LtkDtYKlIjhibPE9knNPmoRyf6SGREFHlOAUyDe9OdYqRP4DuSi5Q=="
+    },
     "node_modules/yargs": {
       "version": "17.7.2",
       "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz",
@@ -6897,6 +8301,31 @@
       "funding": {
         "url": "https://github.com/sponsors/sindresorhus"
       }
+    },
+    "node_modules/z-schema": {
+      "version": "4.2.4",
+      "resolved": "https://registry.npmjs.org/z-schema/-/z-schema-4.2.4.tgz",
+      "integrity": "sha512-YvBeW5RGNeNzKOUJs3rTL4+9rpcvHXt5I051FJbOcitV8bl40pEfcG0Q+dWSwS0/BIYrMZ/9HHoqLllMkFhD0w==",
+      "dependencies": {
+        "lodash.get": "^4.4.2",
+        "lodash.isequal": "^4.5.0",
+        "validator": "^13.6.0"
+      },
+      "bin": {
+        "z-schema": "bin/z-schema"
+      },
+      "engines": {
+        "node": ">=6.0.0"
+      },
+      "optionalDependencies": {
+        "commander": "^2.7.1"
+      }
+    },
+    "node_modules/z-schema/node_modules/commander": {
+      "version": "2.20.3",
+      "resolved": "https://registry.npmjs.org/commander/-/commander-2.20.3.tgz",
+      "integrity": "sha512-GpVkmM8vF2vQUkj2LvZmD35JxeJOLCwJ9cUkugyk2nuhbv3+mJvpLYYt+0+USMxE+oj+ey/lJEnhZw75x/OMcQ==",
+      "optional": true
     }
   }
 }
diff --git a/package.json b/package.json
index 974ef1145..bcf5f12f5 100644
--- a/package.json
+++ b/package.json
@@ -8,7 +8,8 @@
     "merge": "ts-node tools/src/merger/merge.ts",
     "lint:spec": "ts-node tools/src/linter/lint.ts",
     "lint": "eslint .",
-    "test": "jest"
+    "test": "jest",
+    "dredd": "dredd --hookfiles=./tests/**/*.js"
   },
   "dependencies": {
     "@apidevtools/swagger-parser": "^10.1.0",
@@ -18,10 +19,20 @@
     "ajv": "^8.13.0",
     "ajv-formats": "^3.0.1",
     "commander": "^12.0.0",
+    "dredd": "^14.1.0",
     "lodash": "^4.17.21",
     "ts-node": "^10.9.1",
     "typescript": "^5.4.5",
-    "yaml": "^2.3.4"
+    "yaml": "^2.3.4",
+    "node-fetch": "^2.6.9"
+  },
+  "overrides": {
+    "request": "npm:@cypress/request@3.0.0",
+    "ramda": "^0.27.1",
+    "json-pointer": "^0.6.2",
+    "minimist": "^0.2.4",
+    "async": "^3.2.2",
+    "markdown-it": "^12.3.2"
   },
   "devDependencies": {
     "@eslint/eslintrc": "^3.0.2",
diff --git a/spec/namespaces/_core.yaml b/spec/namespaces/_core.yaml
index baa2f43e0..12298a5c3 100644
--- a/spec/namespaces/_core.yaml
+++ b/spec/namespaces/_core.yaml
@@ -9,6 +9,7 @@ paths:
       operationId: info.0
       x-operation-group: info
       x-version-added: '1.0'
+      x-tested: true
       description: Returns basic information about the cluster.
       externalDocs:
         url: https://opensearch.org/docs/latest
@@ -1199,6 +1200,7 @@ paths:
       operationId: index.0
       x-operation-group: index
       x-version-added: '1.0'
+      x-tested: true
       description: Creates or updates a document in an index.
       externalDocs:
         url: https://opensearch.org/docs/latest/api-reference/document-apis/index-document/
@@ -1218,13 +1220,14 @@ paths:
       requestBody:
         $ref: '#/components/requestBodies/index'
       responses:
-        '200':
-          $ref: '#/components/responses/index@200'
+        '201':
+          $ref: '#/components/responses/index@201'
   /{index}/_doc/{id}:
     delete:
       operationId: delete.0
       x-operation-group: delete
       x-version-added: '1.0'
+      x-tested: true
       description: Removes a document from the index.
       externalDocs:
         url: https://opensearch.org/docs/latest/api-reference/document-apis/delete-document/
@@ -2677,6 +2680,19 @@ components:
         application/json:
           schema:
             $ref: '../schemas/_common.yaml#/components/schemas/WriteResponseBase'
+          examples:
+            application/json:
+              value:
+                _index: my-index
+                _id: "R5Umc48BxVNStfTNiYzC"
+                _version: 1
+                result: "deleted"
+                _shards:
+                  total: 2
+                  successful: 1
+                  failed: 0
+                _seq_no: 0
+                _primary_term: 1
     delete_all_pits@200:
       description: ''
       content:
@@ -2869,12 +2885,31 @@ components:
         application/json:
           schema:
             type: object
-    index@200:
+    index@201:
       description: ''
       content:
         application/json:
           schema:
             $ref: '../schemas/_common.yaml#/components/schemas/WriteResponseBase'
+          examples:
+            application/json:
+              value:
+                _index: my-index
+                _id: "R5Umc48BxVNStfTNiYzC"
+                _version: 1
+                result: "created"
+                _shards:
+                  total: 2
+                  successful: 1
+                  failed: 0
+                _seq_no: 0
+                _primary_term: 1
+    index@200:
+      description: ''
+      content:
+        application/json:
+          schema:
+            ref: '../schemas/_common.yaml#/components/schemas/WriteResponseBase'
     info@200:
       description: ''
       content:
@@ -2898,6 +2933,23 @@ components:
               - name
               - tagline
               - version
+          examples:
+            application/json:
+              value:
+                name: 2c8264d2ffb3
+                cluster_name: docker-cluster
+                cluster_uuid: grah_e-CRTii2hv1unQ1bg
+                tagline: "The OpenSearch Project: https://opensearch.org/"
+                version:
+                  distribution: opensearch
+                  number: 2.9.0
+                  build_type: tar
+                  build_hash: 1164221ee2b8ba3560f0ff492309867beea28433
+                  build_date: 2023-07-18T21:22:48.164885046Z
+                  build_snapshot: false
+                  lucene_version: 9.7.0
+                  minimum_wire_compatibility_version: 7.10.0
+                  minimum_index_compatibility_version: 7.0.0
     mget@200:
       description: ''
       content:
@@ -3580,6 +3632,7 @@ components:
       schema:
         $ref: '../schemas/_common.yaml#/components/schemas/Id'
       style: simple
+      example: R5Umc48BxVNStfTNiYzC
     delete::path.index:
       in: path
       name: index
@@ -3588,6 +3641,7 @@ components:
       schema:
         $ref: '../schemas/_common.yaml#/components/schemas/IndexName'
       style: simple
+      example: my-index
     delete::query.if_primary_term:
       in: query
       name: if_primary_term
@@ -4544,6 +4598,7 @@ components:
       schema:
         $ref: '../schemas/_common.yaml#/components/schemas/IndexName'
       style: simple
+      example: my-index
     index::query.if_primary_term:
       in: query
       name: if_primary_term
diff --git a/spec/namespaces/cat.yaml b/spec/namespaces/cat.yaml
index 8c808e543..005d8a731 100644
--- a/spec/namespaces/cat.yaml
+++ b/spec/namespaces/cat.yaml
@@ -9,12 +9,10 @@ paths:
       operationId: cat.help.0
       x-operation-group: cat.help
       x-version-added: '1.0'
+      x-tested: 1
       description: Returns help for the Cat APIs.
       externalDocs:
         url: https://opensearch.org/docs/latest/api-reference/cat/index/
-      parameters:
-        - $ref: '#/components/parameters/cat.help::query.help'
-        - $ref: '#/components/parameters/cat.help::query.s'
       responses:
         '200':
           $ref: '#/components/responses/cat.help@200'
@@ -842,11 +840,46 @@ components:
     cat.help@200:
       description: ''
       content:
-        application/json:
+        text/plain:
           schema:
             type: array
             items:
               $ref: '../schemas/cat.help.yaml#/components/schemas/HelpRecord'
+        examples:
+          text/plain:
+            value: >
+              =^.^=
+              /_cat/allocation
+              /_cat/segment_replication
+              /_cat/segment_replication/{index}
+              /_cat/shards
+              /_cat/shards/{index}
+              /_cat/cluster_manager
+              /_cat/nodes
+              /_cat/tasks
+              /_cat/indices
+              /_cat/indices/{index}
+              /_cat/segments
+              /_cat/segments/{index}
+              /_cat/count
+              /_cat/count/{index}
+              /_cat/recovery
+              /_cat/recovery/{index}
+              /_cat/health
+              /_cat/pending_tasks
+              /_cat/aliases
+              /_cat/aliases/{alias}
+              /_cat/thread_pool
+              /_cat/thread_pool/{thread_pools}
+              /_cat/plugins
+              /_cat/fielddata
+              /_cat/fielddata/{fields}
+              /_cat/nodeattrs
+              /_cat/repositories
+              /_cat/snapshots/{repository}
+              /_cat/templates
+              /_cat/pit_segments
+              /_cat/pit_segments/{pit_id}
     cat.indices@200:
       description: ''
       content:
@@ -1432,25 +1465,6 @@ components:
         type: boolean
         default: false
         description: Verbose mode. Display column headers.
-    cat.help::query.help:
-      name: help
-      in: query
-      description: Return help information.
-      schema:
-        type: boolean
-        default: false
-        description: Return help information.
-    cat.help::query.s:
-      name: s
-      in: query
-      description: Comma-separated list of column names or column aliases to sort by.
-      style: form
-      schema:
-        type: array
-        items:
-          type: string
-        description: Comma-separated list of column names or column aliases to sort by.
-      explode: true
     cat.indices::path.index:
       in: path
       name: index
diff --git a/tests/README.md b/tests/README.md
new file mode 100644
index 000000000..e78bc7853
--- /dev/null
+++ b/tests/README.md
@@ -0,0 +1,63 @@
+# Tests
+
+This project uses [dredd](https://dredd.org) to test the spec against a live instance OpenSearch. Any API marked as `x-tested: true` will be tested.
+
+## Running Locally
+
+To run locally you will need Docker. For the examples below we'll use `BobgG7YrtsdKf9M` as the initial admin password, but YMMV.
+
+Start OpenSearch.
+
+```bash
+docker pull opensearchproject/opensearch:2.13.0
+docker run -d -p 9200:9200 -p 9600:9600 -e "discovery.type=single-node" -e "OPENSEARCH_INITIAL_ADMIN_PASSWORD=BobgG7YrtsdKf9M" opensearchproject/opensearch:2.13.0
+```
+
+Generate the spec and run `dredd` from inside [tools](../tools).
+
+```
+npm run merge -- --source ./spec --output ./build/opensearch-openapi-tested.yaml --x-include=x-tested
+npm run dredd -- --user "admin:BobgG7YrtsdKf9M" ./build/opensearch-openapi-tested.yaml https://localhost:9200
+```
+
+## Writing Tests
+
+Mark the API that is being tested with `x-tested: true`. Test spec used for testing is generated with `npm run merge -- --x-include=x-tested` and only includes marked APIs. 
+
+```yaml
+  /_cat:
+    get:
+      operationId: cat.help.0
+      x-operation-group: cat.help
+      x-version-added: '1.0'
+      x-tested: 1
+      description: Returns help for the Cat APIs.
+      responses:
+        '200':
+          $ref: '#/components/responses/cat.help@200'
+```
+
+For `GET` APIs, provide an example for the default response (`cat.help@200` in the example above). The easiest way to obtain an example for the `_cat` API is by using `curl` with `curl -k --user "admin:BobgG7YrtsdKf9M" https://localhost:9200/_cat`. Include the example with the correct content-type in the spec.
+
+```yaml
+    cat.help@200:
+      description: ''
+      content:
+        text/plain:
+          schema:
+            type: array
+            items:
+              $ref: '../schemas/cat.help.yaml#/components/schemas/HelpRecord'
+        examples:
+          text/plain:
+            value: >
+              =^.^=
+              /_cat/allocation
+              /_cat/segment_replication
+              /_cat/segment_replication/{index}
+              ...
+```
+
+## Github Actions
+
+Tests run on pull requests via [tests-spec.yml](../.github/workflows/tests-spec.yml).
diff --git a/tests/all.js b/tests/all.js
new file mode 100644
index 000000000..4482051af
--- /dev/null
+++ b/tests/all.js
@@ -0,0 +1,11 @@
+const hooks = require('hooks')
+
+hooks.beforeAll(function (transactions) {
+  // disable TLS verification, https://github.com/apiaryio/dredd/issues/913#issuecomment-381419699
+  process.env.NODE_TLS_REJECT_UNAUTHORIZED = 0
+})
+
+hooks.beforeEach(function (transactions) {
+  // the spec is application/json without a charset, see https://github.com/opensearch-project/opensearch-api-specification/pull/287
+  transactions.expected.headers['Content-Type'] += '; charset=UTF-8'
+})
diff --git a/tests/{index}/_doc/delete.js b/tests/{index}/_doc/delete.js
new file mode 100644
index 000000000..b19546e88
--- /dev/null
+++ b/tests/{index}/_doc/delete.js
@@ -0,0 +1,27 @@
+const hooks = require('hooks')
+const fetch = require('node-fetch')
+
+hooks.before('/{index}/_doc/{id} > DELETE > 200 > application/json', function (transaction, done) {
+  // create a document and update transaction URL for the document to be deleted
+  fetch(
+      `https://${transaction.host}:${transaction.port}/my-index/_doc`, {
+        method: 'POST',
+        headers: {
+          Authorization: transaction.request.headers.Authorization,
+          'Content-type': 'application/json'
+        },
+        body: JSON.stringify({
+          _x: '1'
+        })
+      })
+    .then((response) => {
+      response.json().then((body) => {
+        transaction.fullPath = `/my-index/_doc/${body._id}`
+        done()
+      })
+    })
+    .catch((error) => {
+      transaction.fail = error
+      done()
+    })
+})
diff --git a/tests/{index}/_doc/post.js b/tests/{index}/_doc/post.js
new file mode 100644
index 000000000..bce3f3db4
--- /dev/null
+++ b/tests/{index}/_doc/post.js
@@ -0,0 +1,16 @@
+const hooks = require('hooks')
+const fetch = require('node-fetch')
+
+hooks.after('/{index}/_doc > POST > 201 > application/json', function (transaction, done) {
+  // cleanup, delete newly created document
+  fetch(
+    `https://${transaction.host}:${transaction.port}${transaction.real.headers.location}`, {
+      method: 'DELETE',
+      headers: transaction.request.headers
+    })
+    .then((_) => done())
+    .catch((error) => {
+      transaction.fail = error
+      done()
+    })
+})
diff --git a/tools/README.md b/tools/README.md
index ec95eab7e..e8f9ec0f4 100644
--- a/tools/README.md
+++ b/tools/README.md
@@ -25,8 +25,8 @@ npm run merge -- --source ./spec --output ./build/opensearch-openapi.yaml
 
 As a shortcut, if those parameters are not provided, the tool will use the default values:
 
-- `../spec` as the root path (i.e. the repo's [spec folder](../spec))
-- `./build/opensearch-openapi.yaml` as the output path
+- `spec` as the root path (i.e. the repo's [spec folder](../spec))
+- `build/opensearch-openapi.yaml` as the output path
 
 ```bash
 npm run merge
diff --git a/tools/helpers.ts b/tools/helpers.ts
index cdbb5af53..43395dd8e 100644
--- a/tools/helpers.ts
+++ b/tools/helpers.ts
@@ -1,6 +1,9 @@
 import fs from 'fs'
 import YAML from 'yaml'
 import _ from 'lodash'
+import { OpenAPIV3 } from 'openapi-types'
+
+export const OPENAPI_HTTP_METHODS: OpenAPIV3.HttpMethods[] = Object.values(OpenAPIV3.HttpMethods)
 
 export function resolve_ref (ref: string, root: Record<string, any>): Record<string, any> | undefined {
   const paths = ref.replace('#/', '').split('/')
@@ -67,3 +70,7 @@ function remove_anchors (content: Record<string, any>): Record<string, any> {
   const replacer = (key: string, value: any): any => key === '$anchor' ? undefined : value
   return JSON.parse(JSON.stringify(content, replacer))
 }
+
+export function is_http_method (str: string): str is OpenAPIV3.HttpMethods {
+  return OPENAPI_HTTP_METHODS.includes(str as OpenAPIV3.HttpMethods)
+}
diff --git a/tools/src/merger/OpenApiMerger.ts b/tools/src/merger/OpenApiMerger.ts
index c2d8bec6f..c6f008574 100644
--- a/tools/src/merger/OpenApiMerger.ts
+++ b/tools/src/merger/OpenApiMerger.ts
@@ -1,20 +1,22 @@
 import { type OpenAPIV3 } from 'openapi-types'
 import fs from 'fs'
 import _ from 'lodash'
-import { read_yaml, write_yaml } from '../../helpers'
+import { is_http_method, read_yaml, write_yaml } from '../../helpers'
 import SupersededOpsGenerator from './SupersededOpsGenerator'
 import GlobalParamsGenerator from './GlobalParamsGenerator'
 
 // Create a single-file OpenAPI spec from multiple files for OpenAPI validation and programmatic consumption
 export default class OpenApiMerger {
   root_folder: string
+  options: { x_include: string[] }
   spec: Record<string, any>
 
   paths: Record<string, Record<string, OpenAPIV3.PathItemObject>> = {} // namespace -> path -> path_item_object
   schemas: Record<string, Record<string, OpenAPIV3.SchemaObject>> = {} // category -> schema -> schema_object
 
-  constructor (root_folder: string) {
+  constructor (root_folder: string, options?: { x_include: string[] }) {
     this.root_folder = fs.realpathSync(root_folder)
+    this.options = options ?? { x_include: [] }
     this.spec = {
       openapi: '3.1.0',
       info: read_yaml(`${this.root_folder}/_info.yaml`, true),
@@ -45,7 +47,7 @@ export default class OpenApiMerger {
     fs.readdirSync(folder).forEach(file => {
       const spec = read_yaml(`${folder}/${file}`)
       this.redirect_refs_in_namespace(spec)
-      this.spec.paths = { ...this.spec.paths, ...spec.paths }
+      this.spec.paths = { ...this.spec.paths, ...this.filter_paths(spec.paths as OpenAPIV3.PathsObject) }
       this.spec.components.parameters = { ...this.spec.components.parameters, ...spec.components.parameters }
       this.spec.components.responses = { ...this.spec.components.responses, ...spec.components.responses }
       this.spec.components.requestBodies = { ...this.spec.components.requestBodies, ...spec.components.requestBodies }
@@ -119,4 +121,22 @@ export default class OpenApiMerger {
     const gen = new SupersededOpsGenerator(this.root_folder)
     gen.generate(this.spec)
   }
+
+  filter_paths (paths: OpenAPIV3.PathsObject): OpenAPIV3.PathsObject {
+    for (const x_include_value of this.options.x_include) {
+      paths = this.#filter_operations_with_key(paths, x_include_value)
+    }
+    return paths
+  }
+
+  #filter_operations_with_key (paths: OpenAPIV3.PathsObject, key: string): OpenAPIV3.PathsObject {
+    const entries = Object.entries(paths)
+      .map(([path, path_item]) => {
+        const entries = Object.entries(path_item as Record<string, any>)
+          .filter(([op_key, value]) => !is_http_method(op_key) || value[key] !== undefined)
+        return [path, Object.fromEntries(entries)]
+      })
+      .filter(([_, path_item]) => Object.keys(path_item).filter(is_http_method).length > 0)
+    return Object.fromEntries(entries)
+  }
 }
diff --git a/tools/src/merger/merge.ts b/tools/src/merger/merge.ts
index c38f29c97..4eb72b288 100644
--- a/tools/src/merger/merge.ts
+++ b/tools/src/merger/merge.ts
@@ -6,11 +6,12 @@ const command = new Command()
   .description('Merges the multi-file OpenSearch spec into a single file for programmatic use.')
   .addOption(new Option('-s, --source <path>', 'path to the root folder of the multi-file spec').default(resolve(__dirname, '../../../spec')))
   .addOption(new Option('-o, --output <path>', 'output file name').default(resolve(__dirname, '../../../build/opensearch-openapi.yaml')))
+  .addOption(new Option('--x-include <option...>', 'only include paths with x-values defined, e.g. --x-include x-tested').default([]))
   .allowExcessArguments(false)
   .parse()
 
 const opts = command.opts()
-const merger = new OpenApiMerger(opts.source)
+const merger = new OpenApiMerger(opts.source, { x_include: opts.xInclude })
 console.log(`Merging ${opts.source} into ${opts.output} ...`)
 merger.merge(opts.output)
 console.log('Done.')
diff --git a/tools/tests/merger/OpenApiMerger.test.ts b/tools/tests/merger/OpenApiMerger.test.ts
index f261aef0b..861709c3c 100644
--- a/tools/tests/merger/OpenApiMerger.test.ts
+++ b/tools/tests/merger/OpenApiMerger.test.ts
@@ -8,3 +8,11 @@ test('merge()', async () => {
     .toEqual(fs.readFileSync('./tools/tests/merger/opensearch-openapi.yaml', 'utf8'))
   fs.unlinkSync('./tools/tests/merger/opensearch-openapi.yaml')
 })
+
+test('merge(x-xyz)', async () => {
+  const merger = new OpenApiMerger('./tools/tests/merger/fixtures/spec/', { x_include: ['x-xyz'] })
+  merger.merge('./tools/tests/merger/opensearch-openapi-x-xyz.yaml')
+  expect(fs.readFileSync('./tools/tests/merger/opensearch-openapi-x-xyz.yaml', 'utf8'))
+    .toEqual(fs.readFileSync('./tools/tests/merger/fixtures/expected-x-xyz.yaml', 'utf8'))
+  fs.unlinkSync('./tools/tests/merger/opensearch-openapi-x-xyz.yaml')
+})
diff --git a/tools/tests/merger/fixtures/expected-x-xyz.yaml b/tools/tests/merger/fixtures/expected-x-xyz.yaml
new file mode 100644
index 000000000..0844aa5ab
--- /dev/null
+++ b/tools/tests/merger/fixtures/expected-x-xyz.yaml
@@ -0,0 +1,81 @@
+openapi: 3.1.0
+info:
+  title: OpenSearch API
+  description: OpenSearch API
+  version: 1.0.0
+paths:
+  /{index}:
+    post:
+      parameters:
+        - $ref: '#/components/parameters/indices.create::path.index'
+        - $ref: '#/components/parameters/indices.create::query.pretty'
+        - $ref: '#/components/parameters/_global::query.human'
+      requestBody:
+        $ref: '#/components/requestBodies/indices.create'
+      responses:
+        '200':
+          $ref: '#/components/responses/indices.create@200'
+      x-xyz: true
+components:
+  parameters:
+    _global::query.human:
+      name: human
+      in: query
+      description: Whether to return human readable values for statistics.
+      schema:
+        type: boolean
+      default: true
+      x-global: true
+    adopt::path.animal:
+      name: animal
+      in: path
+      schema:
+        $ref: '#/components/schemas/animals:Animal'
+    adopt::path.docket:
+      name: docket
+      in: path
+      schema:
+        type: number
+    indices.create::path.index:
+      name: index
+      in: path
+      schema:
+        type: string
+    indices.create::query.pretty:
+      name: pretty
+      in: query
+      schema:
+        type: boolean
+  requestBodies:
+    adopt: {}
+    indices.create: {}
+  responses:
+    adopt@200:
+      description: ''
+      application/json:
+        schema:
+          type: object
+    indices.create@200:
+      description: ''
+      application/json:
+        schema:
+          type: object
+  schemas:
+    actions:Bark:
+      type: string
+    actions:Meow:
+      type: string
+    animals:Animal:
+      oneOf:
+        - $ref: '#/components/schemas/animals:Dog'
+        - $ref: '#/components/schemas/animals:Cat'
+    animals:Cat:
+      type: object
+      properties:
+        meow:
+          $ref: '#/components/schemas/actions:Meow'
+    animals:Dog:
+      type: object
+      properties:
+        bark:
+          $ref: '#/components/schemas/actions:Bark'
diff --git a/tools/tests/merger/fixtures/expected.yaml b/tools/tests/merger/fixtures/expected.yaml
index 3c73f80a1..dd80892b3 100644
--- a/tools/tests/merger/fixtures/expected.yaml
+++ b/tools/tests/merger/fixtures/expected.yaml
@@ -15,6 +15,7 @@ paths:
       responses:
         '200':
           $ref: '#/components/responses/indices.create@200'
+      x-xyz: true
   /adopt/{animal}/dockets/{docket}:
     get:
       operationId: adopt.0
diff --git a/tools/tests/merger/fixtures/spec/namespaces/indices.yaml b/tools/tests/merger/fixtures/spec/namespaces/indices.yaml
index f8a7688cd..dec26f75e 100644
--- a/tools/tests/merger/fixtures/spec/namespaces/indices.yaml
+++ b/tools/tests/merger/fixtures/spec/namespaces/indices.yaml
@@ -13,6 +13,7 @@ paths:
           responses:
             '200':
               $ref: '#/components/responses/indices.create@200'
+          x-xyz: true
 components:
     requestBodies:
         indices.create: {}