diff --git a/README.md b/README.md
index 28260ef..2bd75b1 100644
--- a/README.md
+++ b/README.md
@@ -562,6 +562,15 @@ Example error response:
 }
 ```
 
+
+
+## Running evals
+
+The evals package loads an mcp client that then runs the index.ts file, so there is no need to rebuild between tests. You can load environment variables by prefixing the npx command. Full documentation can be found [here](https://www.mcpevals.io/docs).
+
+```bash
+OPENAI_API_KEY=your-key  npx mcp-eval src/evals/evals.ts src/index.test.ts
+```
 ## Development
 
 ```bash
diff --git a/package-lock.json b/package-lock.json
index 9d91def..b9efcfd 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,18 +1,19 @@
 {
   "name": "firecrawl-mcp",
-  "version": "1.7.3",
+  "version": "1.9.0",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "firecrawl-mcp",
-      "version": "1.7.3",
+      "version": "1.9.0",
       "license": "MIT",
       "dependencies": {
         "@mendable/firecrawl-js": "^1.19.0",
         "@modelcontextprotocol/sdk": "^1.4.1",
         "dotenv": "^16.4.7",
         "express": "^5.1.0",
+        "mcp-evals": "^1.0.18",
         "shx": "^0.3.4",
         "ws": "^8.18.1"
       },
@@ -38,6 +39,127 @@
         "node": ">=18.0.0"
       }
     },
+    "node_modules/@actions/core": {
+      "version": "1.11.1",
+      "resolved": "https://registry.npmjs.org/@actions/core/-/core-1.11.1.tgz",
+      "integrity": "sha512-hXJCSrkwfA46Vd9Z3q4cpEpHB1rL5NG04+/rbqW9d3+CSvtB1tYe8UTpAlixa1vj0m/ULglfEK2UKxMGxCxv5A==",
+      "license": "MIT",
+      "dependencies": {
+        "@actions/exec": "^1.1.1",
+        "@actions/http-client": "^2.0.1"
+      }
+    },
+    "node_modules/@actions/exec": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/@actions/exec/-/exec-1.1.1.tgz",
+      "integrity": "sha512-+sCcHHbVdk93a0XT19ECtO/gIXoxvdsgQLzb2fE2/5sIZmWQuluYyjPQtrtTHdU1YzTZ7bAPN4sITq2xi1679w==",
+      "license": "MIT",
+      "dependencies": {
+        "@actions/io": "^1.0.1"
+      }
+    },
+    "node_modules/@actions/http-client": {
+      "version": "2.2.3",
+      "resolved": "https://registry.npmjs.org/@actions/http-client/-/http-client-2.2.3.tgz",
+      "integrity": "sha512-mx8hyJi/hjFvbPokCg4uRd4ZX78t+YyRPtnKWwIl+RzNaVuFpQHfmlGVfsKEJN8LwTCvL+DfVgAM04XaHkm6bA==",
+      "license": "MIT",
+      "dependencies": {
+        "tunnel": "^0.0.6",
+        "undici": "^5.25.4"
+      }
+    },
+    "node_modules/@actions/io": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/@actions/io/-/io-1.1.3.tgz",
+      "integrity": "sha512-wi9JjgKLYS7U/z8PPbco+PvTb/nRWjeoFlJ1Qer83k/3C5PHQi28hiVdeE2kHXmIL99mQFawx8qt/JPjZilJ8Q==",
+      "license": "MIT"
+    },
+    "node_modules/@ai-sdk/openai": {
+      "version": "1.3.21",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/openai/-/openai-1.3.21.tgz",
+      "integrity": "sha512-ipAhkRKUd2YaMmn7DAklX3N7Ywx/rCsJHVyb0V/lKRqPcc612qAFVbjg+Uve8QYJlbPxgfsM4s9JmCFp6PSdYw==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/provider": "1.1.3",
+        "@ai-sdk/provider-utils": "2.2.7"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "zod": "^3.0.0"
+      }
+    },
+    "node_modules/@ai-sdk/provider": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider/-/provider-1.1.3.tgz",
+      "integrity": "sha512-qZMxYJ0qqX/RfnuIaab+zp8UAeJn/ygXXAffR5I4N0n1IrvA6qBsjc8hXLmBiMV2zoXlifkacF7sEFnYnjBcqg==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "json-schema": "^0.4.0"
+      },
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@ai-sdk/provider-utils": {
+      "version": "2.2.7",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider-utils/-/provider-utils-2.2.7.tgz",
+      "integrity": "sha512-kM0xS3GWg3aMChh9zfeM+80vEZfXzR3JEUBdycZLtbRZ2TRT8xOj3WodGHPb06sUK5yD7pAXC/P7ctsi2fvUGQ==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/provider": "1.1.3",
+        "nanoid": "^3.3.8",
+        "secure-json-parse": "^2.7.0"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "zod": "^3.23.8"
+      }
+    },
+    "node_modules/@ai-sdk/react": {
+      "version": "1.2.11",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/react/-/react-1.2.11.tgz",
+      "integrity": "sha512-+kPqLkJ3TWP6czaJPV+vzAKSUcKQ1598BUrcLHt56sH99+LhmIIW3ylZp0OfC3O6TR3eO1Lt0Yzw4R0mK6g9Gw==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/provider-utils": "2.2.7",
+        "@ai-sdk/ui-utils": "1.2.10",
+        "swr": "^2.2.5",
+        "throttleit": "2.1.0"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "react": "^18 || ^19 || ^19.0.0-rc",
+        "zod": "^3.23.8"
+      },
+      "peerDependenciesMeta": {
+        "zod": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/@ai-sdk/ui-utils": {
+      "version": "1.2.10",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/ui-utils/-/ui-utils-1.2.10.tgz",
+      "integrity": "sha512-GUj+LBoAlRQF1dL/M49jtufGqtLOMApxTpCmVjoRpIPt/dFALVL9RfqfvxwztyIwbK+IxGzcYjSGRsrWrj+86g==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/provider": "1.1.3",
+        "@ai-sdk/provider-utils": "2.2.7",
+        "zod-to-json-schema": "^3.24.1"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "zod": "^3.23.8"
+      }
+    },
     "node_modules/@ampproject/remapping": {
       "version": "2.3.0",
       "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.3.0.tgz",
@@ -51,6 +173,38 @@
         "node": ">=6.0.0"
       }
     },
+    "node_modules/@anthropic-ai/sdk": {
+      "version": "0.8.1",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/sdk/-/sdk-0.8.1.tgz",
+      "integrity": "sha512-59etePenCizVx1O8Qhi1T1ruE04ISfNzCnyhZNcsss1QljsLmYS83jttarMNEvGYcsUF7rwxw2lzcC3Zbxao7g==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/node": "^18.11.18",
+        "@types/node-fetch": "^2.6.4",
+        "abort-controller": "^3.0.0",
+        "agentkeepalive": "^4.2.1",
+        "digest-fetch": "^1.3.0",
+        "form-data-encoder": "1.7.2",
+        "formdata-node": "^4.3.2",
+        "node-fetch": "^2.6.7",
+        "web-streams-polyfill": "^3.2.1"
+      }
+    },
+    "node_modules/@anthropic-ai/sdk/node_modules/@types/node": {
+      "version": "18.19.87",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-18.19.87.tgz",
+      "integrity": "sha512-OIAAu6ypnVZHmsHCeJ+7CCSub38QNBS9uceMQeg7K5Ur0Jr+wG9wEOEvvMbhp09pxD5czIUy/jND7s7Tb6Nw7A==",
+      "license": "MIT",
+      "dependencies": {
+        "undici-types": "~5.26.4"
+      }
+    },
+    "node_modules/@anthropic-ai/sdk/node_modules/undici-types": {
+      "version": "5.26.5",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz",
+      "integrity": "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA==",
+      "license": "MIT"
+    },
     "node_modules/@babel/code-frame": {
       "version": "7.26.2",
       "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.26.2.tgz",
@@ -530,6 +684,406 @@
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       "dev": true
     },
+    "node_modules/@esbuild/aix-ppc64": {
+      "version": "0.25.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.25.3.tgz",
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+      "cpu": [
+        "ppc64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "aix"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/android-arm": {
+      "version": "0.25.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/android-arm/-/android-arm-0.25.3.tgz",
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+      "cpu": [
+        "arm"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@esbuild/android-arm64": {
+      "version": "0.25.3",
+      "resolved": "https://registry.npmjs.org/@esbuild/android-arm64/-/android-arm64-0.25.3.tgz",
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+        "arm64"
+      ],
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+      "os": [
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       "integrity": "sha512-7++dFhtcx3353uBaq8DDR4NuxBetBzC7ZQOhmTQInHEd6bSrXdiEyzCvG07Z44UYdLShWUyXt5M/yhz8ekcb1A==",
-      "dev": true,
       "engines": {
         "node": ">=8"
       }
@@ -5505,7 +6522,6 @@
       "version": "7.2.0",
       "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-7.2.0.tgz",
       "integrity": "sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw==",
-      "dev": true,
       "dependencies": {
         "has-flag": "^4.0.0"
       },
@@ -5524,6 +6540,19 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/swr": {
+      "version": "2.3.3",
+      "resolved": "https://registry.npmjs.org/swr/-/swr-2.3.3.tgz",
+      "integrity": "sha512-dshNvs3ExOqtZ6kJBaAsabhPdHyeY4P2cKwRCniDVifBMoG/SVI7tfLWqPXriVspf2Rg4tPzXJTnwaihIeFw2A==",
+      "license": "MIT",
+      "dependencies": {
+        "dequal": "^2.0.3",
+        "use-sync-external-store": "^1.4.0"
+      },
+      "peerDependencies": {
+        "react": "^16.11.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
+      }
+    },
     "node_modules/test-exclude": {
       "version": "6.0.0",
       "resolved": "https://registry.npmjs.org/test-exclude/-/test-exclude-6.0.0.tgz",
@@ -5566,6 +6595,18 @@
       "integrity": "sha512-N+8UisAXDGk8PFXP4HAzVR9nbfmVJ3zYLAWiTIoqC5v5isinhr+r5uaO8+7r3BMfuNIufIsA7RdpVgacC2cSpw==",
       "dev": true
     },
+    "node_modules/throttleit": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/throttleit/-/throttleit-2.1.0.tgz",
+      "integrity": "sha512-nt6AMGKW1p/70DF/hGBdJB57B8Tspmbp5gfJ8ilhLnt7kkr2ye7hzD6NVG8GGErk2HWF34igrL2CXmNIkzKqKw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
     "node_modules/tmpl": {
       "version": "1.0.5",
       "resolved": "https://registry.npmjs.org/tmpl/-/tmpl-1.0.5.tgz",
@@ -5592,6 +6633,12 @@
         "node": ">=0.6"
       }
     },
+    "node_modules/tr46": {
+      "version": "0.0.3",
+      "resolved": "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz",
+      "integrity": "sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw==",
+      "license": "MIT"
+    },
     "node_modules/ts-api-utils": {
       "version": "1.4.3",
       "resolved": "https://registry.npmjs.org/ts-api-utils/-/ts-api-utils-1.4.3.tgz",
@@ -5666,6 +6713,34 @@
         }
       }
     },
+    "node_modules/tsx": {
+      "version": "4.19.4",
+      "resolved": "https://registry.npmjs.org/tsx/-/tsx-4.19.4.tgz",
+      "integrity": "sha512-gK5GVzDkJK1SI1zwHf32Mqxf2tSJkNx+eYcNly5+nHvWqXUJYUkWBQtKauoESz3ymezAI++ZwT855x5p5eop+Q==",
+      "license": "MIT",
+      "dependencies": {
+        "esbuild": "~0.25.0",
+        "get-tsconfig": "^4.7.5"
+      },
+      "bin": {
+        "tsx": "dist/cli.mjs"
+      },
+      "engines": {
+        "node": ">=18.0.0"
+      },
+      "optionalDependencies": {
+        "fsevents": "~2.3.3"
+      }
+    },
+    "node_modules/tunnel": {
+      "version": "0.0.6",
+      "resolved": "https://registry.npmjs.org/tunnel/-/tunnel-0.0.6.tgz",
+      "integrity": "sha512-1h/Lnq9yajKY2PEbBadPXj3VxsDDu844OnaAo52UVmIzIvwwtBPIuNvkjuzBlTWpfJyUbG3ez0KSBibQkj4ojg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.6.11 <=0.7.0 || >=0.7.3"
+      }
+    },
     "node_modules/type-check": {
       "version": "0.4.0",
       "resolved": "https://registry.npmjs.org/type-check/-/type-check-0.4.0.tgz",
@@ -5752,11 +6827,22 @@
       "resolved": "https://registry.npmjs.org/typescript-event-target/-/typescript-event-target-1.1.1.tgz",
       "integrity": "sha512-dFSOFBKV6uwaloBCCUhxlD3Pr/P1a/tJdcmPrTXCHlEFD3faj0mztjcGn6VBAhQ0/Bdy8K3VWrrqwbt/ffsYsg=="
     },
+    "node_modules/undici": {
+      "version": "5.29.0",
+      "resolved": "https://registry.npmjs.org/undici/-/undici-5.29.0.tgz",
+      "integrity": "sha512-raqeBD6NQK4SkWhQzeYKd1KmIG6dllBOTt55Rmkt4HtI9mwdWtJljnrXjAFUBLTSN67HWrOIZ3EPF4kjUw80Bg==",
+      "license": "MIT",
+      "dependencies": {
+        "@fastify/busboy": "^2.0.0"
+      },
+      "engines": {
+        "node": ">=14.0"
+      }
+    },
     "node_modules/undici-types": {
       "version": "6.19.8",
       "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.19.8.tgz",
-      "integrity": "sha512-ve2KP6f/JnbPBFyobGHuerC9g1FYGn/F8n1LWTwNxCEzd6IfqTwUQcNXgEtmmQ6DlRrC1hrSrBnCZPokRrDHjw==",
-      "dev": true
+      "integrity": "sha512-ve2KP6f/JnbPBFyobGHuerC9g1FYGn/F8n1LWTwNxCEzd6IfqTwUQcNXgEtmmQ6DlRrC1hrSrBnCZPokRrDHjw=="
     },
     "node_modules/unpipe": {
       "version": "1.0.0",
@@ -5805,6 +6891,15 @@
         "punycode": "^2.1.0"
       }
     },
+    "node_modules/use-sync-external-store": {
+      "version": "1.5.0",
+      "resolved": "https://registry.npmjs.org/use-sync-external-store/-/use-sync-external-store-1.5.0.tgz",
+      "integrity": "sha512-Rb46I4cGGVBmjamjphe8L/UnvJD+uPPtTkNvX5mZgqdbavhI4EbgIWJiIHXJ8bc/i9EQGPRh4DwEURJ552Do0A==",
+      "license": "MIT",
+      "peerDependencies": {
+        "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
+      }
+    },
     "node_modules/v8-to-istanbul": {
       "version": "9.3.0",
       "resolved": "https://registry.npmjs.org/v8-to-istanbul/-/v8-to-istanbul-9.3.0.tgz",
@@ -5837,11 +6932,35 @@
         "makeerror": "1.0.12"
       }
     },
+    "node_modules/web-streams-polyfill": {
+      "version": "3.3.3",
+      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
+      "integrity": "sha512-d2JWLCivmZYTSIoge9MsgFCZrt571BikcWGYkjC1khllbTeDlGqZ2D8vD8E/lJa8WGWbb7Plm8/XJYV7IJHZZw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "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==",
+      "license": "BSD-2-Clause"
+    },
+    "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==",
+      "license": "MIT",
+      "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"
       },
diff --git a/package.json b/package.json
index 515c90e..5a5ba4f 100644
--- a/package.json
+++ b/package.json
@@ -28,6 +28,7 @@
     "@modelcontextprotocol/sdk": "^1.4.1",
     "dotenv": "^16.4.7",
     "express": "^5.1.0",
+    "mcp-evals": "^1.0.18",
     "shx": "^0.3.4",
     "ws": "^8.18.1"
   },
diff --git a/src/evals/evals.ts b/src/evals/evals.ts
new file mode 100644
index 0000000..1493383
--- /dev/null
+++ b/src/evals/evals.ts
@@ -0,0 +1,59 @@
+//evals.ts
+
+import { EvalConfig } from 'mcp-evals';
+import { openai } from "@ai-sdk/openai";
+import { grade, EvalFunction } from "mcp-evals";
+
+const firecrawl_scrapeEval: EvalFunction = {
+    name: 'firecrawl_scrape Tool Evaluation',
+    description: 'Evaluates the firecrawl_scrape tool scraping functionality',
+    run: async () => {
+        const result = await grade(openai("gpt-4"), "Use the firecrawl_scrape tool to scrape the main content of https://example.com and return it in Markdown format.");
+        return JSON.parse(result);
+    }
+};
+
+const firecrawl_batch_scrapeEval: EvalFunction = {
+    name: 'firecrawl_batch_scrape',
+    description: 'Evaluates the batch scraping of multiple URLs',
+    run: async () => {
+        const result = await grade(openai("gpt-4"), "Please perform a batch scrape of https://example.com, https://wikipedia.org, and https://google.com using Firecrawl.");
+        return JSON.parse(result);
+    }
+};
+
+const firecrawl_searchEval: EvalFunction = {
+    name: 'firecrawl_search Evaluation',
+    description: 'Evaluates the correctness and completeness of the firecrawl_search tool results',
+    run: async () => {
+        const result = await grade(openai("gpt-4"), "Search for the best pizza in New York City");
+        return JSON.parse(result);
+    }
+};
+
+const firecrawl_crawlEval: EvalFunction = {
+    name: "Firecrawl_Crawl Tool Evaluation",
+    description: "Evaluates the functionality of the firecrawl_crawl tool",
+    run: async () => {
+        const result = await grade(openai("gpt-4"), "Please start a crawl of https://example.com and provide the job ID");
+        return JSON.parse(result);
+    }
+};
+
+const firecrawl_scrapeEval: EvalFunction = {
+    name: 'firecrawl_scrape Evaluation',
+    description: 'Evaluates the functionality of the firecrawl_scrape tool',
+    run: async () => {
+        const result = await grade(openai("gpt-4"), "Please scrape the webpage at https://example.com in markdown format, extracting only the main content and waiting 3000ms for dynamic elements to load, excluding script tags.");
+        return JSON.parse(result);
+    }
+};
+
+const config: EvalConfig = {
+    model: openai("gpt-4"),
+    evals: [firecrawl_scrapeEval, firecrawl_batch_scrapeEval, firecrawl_searchEval, firecrawl_crawlEval, firecrawl_scrapeEval]
+};
+  
+export default config;
+  
+export const evals = [firecrawl_scrapeEval, firecrawl_batch_scrapeEval, firecrawl_searchEval, firecrawl_crawlEval, firecrawl_scrapeEval];
\ No newline at end of file