diff --git a/.dockerignore b/.dockerignore
index deaa1cc5..bc5cba7b 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -3,6 +3,14 @@ node_modules/
 npm-debug.log*
 yarn-debug.log*
 yarn-error.log*
+dist/
+
+# Environment and runtime data (passed or mounted at run time, not needed in image)
+.env
+.env.*
+!.env.example
+audit-logs/
+repos/
 
 # Runtime directories
 sessions/
diff --git a/.env.example b/.env.example
index b0d1875e..d4474765 100644
--- a/.env.example
+++ b/.env.example
@@ -23,8 +23,22 @@ ANTHROPIC_API_KEY=your-api-key-here
 # OPENROUTER_API_KEY=sk-or-your-openrouter-key
 # ROUTER_DEFAULT=openrouter,google/gemini-3-flash-preview
 
+# =============================================================================
+# OPTION 3: OpenAI-Compatible (local models, minimax, ollama, vLLM, etc.)
+# =============================================================================
+# Native support - no router. Use with: ./shannon start ... PROVIDER=openai
+# Or set AI_PROVIDER=openai in .env
+
+# AI_PROVIDER=openai
+# AI_BASE_URL=http://localhost:8080/v1
+# AI_MODEL=minimax
+# AI_API_KEY=your-key-or-empty-for-local
+# AI_REQUEST_TIMEOUT_MS=120000  # 2 min default; increase for slow local models
+# AI_MAX_CONCURRENT_REQUESTS=2  # Max simultaneous completions API calls (for rate-limiting local models)
+
 # =============================================================================
 # Available Models
 # =============================================================================
 # OpenAI:     gpt-5.2, gpt-5-mini
 # OpenRouter: google/gemini-3-flash-preview
+# Local:      minimax, ollama models, vLLM, etc. (via OPTION 3)
diff --git a/CLAUDE.md b/CLAUDE.md
index 1ce8d2c8..5d4a0856 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -296,6 +296,25 @@ ROUTER_DEFAULT=openrouter,google/gemini-3-flash-preview
 
 **Note:** Shannon is optimized for Anthropic's Claude models. Alternative providers are useful for cost savings during development but may produce varying results.
 
+### Native OpenAI-Compatible Provider
+
+Shannon supports a **native** OpenAI-compatible API path (no router) for local models and services like minimax, ollama, vLLM, etc. This bypasses the Claude Agent SDK entirely and uses direct API calls.
+
+**Enable OpenAI provider:**
+```bash
+./shannon start URL=<url> REPO=<name> PROVIDER=openai AI_BASE_URL=http://localhost:8080/v1 AI_MODEL=minimax AI_API_KEY=optional
+```
+
+**Configuration (in .env):**
+```bash
+AI_PROVIDER=openai
+AI_BASE_URL=http://localhost:8080/v1
+AI_MODEL=minimax
+AI_API_KEY=your-key-or-empty-for-local
+```
+
+**Benefits over router mode:** Direct API integration, no translation layer, works with any OpenAI-compatible endpoint. Supports built-in tools (bash, file read/write, search) and MCP (Shannon helper, Playwright).
+
 ## Troubleshooting
 
 ### Common Issues
diff --git a/Dockerfile b/Dockerfile
index bcfb23cf..cf4a9609 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -112,6 +112,9 @@ WORKDIR /app
 COPY package*.json ./
 COPY mcp-server/package*.json ./mcp-server/
 
+# openai wants zod ^3, @anthropic-ai/claude-agent-sdk wants zod ^4 - use legacy peer deps for all npm ops
+ENV npm_config_legacy_peer_deps=true
+
 # Install Node.js dependencies (including devDependencies for TypeScript build)
 RUN npm ci && \
     cd mcp-server && npm ci && cd .. && \
diff --git a/docker-compose.yml b/docker-compose.yml
index b68c0b3b..b0653b5a 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -24,6 +24,13 @@ services:
       - ANTHROPIC_AUTH_TOKEN=${ANTHROPIC_AUTH_TOKEN:-}  # Auth token for router
       - ROUTER_DEFAULT=${ROUTER_DEFAULT:-}  # Model name when using router (e.g., "gemini,gemini-2.5-pro")
       - CLAUDE_CODE_OAUTH_TOKEN=${CLAUDE_CODE_OAUTH_TOKEN:-}
+      - CLAUDE_CODE_MAX_OUTPUT_TOKENS=${CLAUDE_CODE_MAX_OUTPUT_TOKENS:-64000}
+      - AI_PROVIDER=${AI_PROVIDER:-claude}
+      - AI_BASE_URL=${AI_BASE_URL:-}
+      - AI_MODEL=${AI_MODEL:-}
+      - AI_API_KEY=${AI_API_KEY:-}
+      - AI_REQUEST_TIMEOUT_MS=${AI_REQUEST_TIMEOUT_MS:-120000}
+      - AI_MAX_CONCURRENT_REQUESTS=${AI_MAX_CONCURRENT_REQUESTS:-2}
     depends_on:
       temporal:
         condition: service_healthy
diff --git a/mcp-server/src/index.ts b/mcp-server/src/index.ts
index 0844e967..577182ee 100644
--- a/mcp-server/src/index.ts
+++ b/mcp-server/src/index.ts
@@ -39,8 +39,8 @@ export function createShannonHelperServer(targetDir: string): ReturnType<typeof
 }
 
 // Export factory for direct usage if needed
-export { createSaveDeliverableTool } from './tools/save-deliverable.js';
-export { generateTotpTool } from './tools/generate-totp.js';
+export { createSaveDeliverableTool, createSaveDeliverableHandler } from './tools/save-deliverable.js';
+export { generateTotpTool, generateTotp } from './tools/generate-totp.js';
 
 // Export types for external use
 export * from './types/index.js';
diff --git a/mcp-server/src/tools/generate-totp.ts b/mcp-server/src/tools/generate-totp.ts
index 7f89da72..93487e9b 100644
--- a/mcp-server/src/tools/generate-totp.ts
+++ b/mcp-server/src/tools/generate-totp.ts
@@ -124,5 +124,5 @@ export const generateTotpTool = tool(
   'generate_totp',
   'Generates 6-digit TOTP code for authentication. Secret must be base32-encoded.',
   GenerateTotpInputSchema.shape,
-  generateTotp
+  generateTotp as unknown as (args: { secret: string }, extra?: unknown) => Promise<{ content: Array<{ type: 'text'; text: string }>; [key: string]: unknown }>
 );
diff --git a/mcp-server/src/tools/save-deliverable.ts b/mcp-server/src/tools/save-deliverable.ts
index 3484d5f5..019adc72 100644
--- a/mcp-server/src/tools/save-deliverable.ts
+++ b/mcp-server/src/tools/save-deliverable.ts
@@ -37,8 +37,9 @@ export type SaveDeliverableInput = z.infer<typeof SaveDeliverableInputSchema>;
  *
  * This factory pattern ensures each MCP server instance has its own targetDir,
  * preventing race conditions when multiple workflows run in parallel.
+ * Exported for direct use by OpenAI executor (bypasses MCP protocol).
  */
-function createSaveDeliverableHandler(targetDir: string) {
+export function createSaveDeliverableHandler(targetDir: string) {
   return async function saveDeliverable(args: SaveDeliverableInput): Promise<ToolResult> {
     try {
       const { deliverable_type, content } = args;
@@ -92,10 +93,11 @@ function createSaveDeliverableHandler(targetDir: string) {
  * deliverables are saved to the correct workflow's directory.
  */
 export function createSaveDeliverableTool(targetDir: string) {
+  const handler = createSaveDeliverableHandler(targetDir);
   return tool(
     'save_deliverable',
     'Saves deliverable files with automatic validation. Queue files must have {"vulnerabilities": [...]} structure.',
     SaveDeliverableInputSchema.shape,
-    createSaveDeliverableHandler(targetDir)
+    handler as unknown as (args: SaveDeliverableInput, extra?: unknown) => Promise<{ content: Array<{ type: 'text'; text: string }>; [key: string]: unknown }>
   );
 }
diff --git a/mcp-server/src/types/tool-responses.ts b/mcp-server/src/types/tool-responses.ts
index 960d18f3..6899d930 100644
--- a/mcp-server/src/types/tool-responses.ts
+++ b/mcp-server/src/types/tool-responses.ts
@@ -47,7 +47,7 @@ export type ToolResponse =
   | GenerateTotpResponse;
 
 export interface ToolResultContent {
-  type: string;
+  type: 'text';
   text: string;
 }
 
diff --git a/package-lock.json b/package-lock.json
index b3095922..81cfd313 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -9,6 +9,7 @@
       "version": "1.0.0",
       "dependencies": {
         "@anthropic-ai/claude-agent-sdk": "^0.2.38",
+        "@modelcontextprotocol/sdk": "^1.26.0",
         "@temporalio/activity": "^1.11.0",
         "@temporalio/client": "^1.11.0",
         "@temporalio/worker": "^1.11.0",
@@ -21,6 +22,7 @@
         "figlet": "^1.9.3",
         "gradient-string": "^3.0.0",
         "js-yaml": "^4.1.0",
+        "openai": "^4.77.0",
         "zod": "^4.3.6",
         "zx": "^8.0.0"
       },
@@ -83,6 +85,18 @@
         "node": ">=6"
       }
     },
+    "node_modules/@hono/node-server": {
+      "version": "1.19.9",
+      "resolved": "https://registry.npmjs.org/@hono/node-server/-/node-server-1.19.9.tgz",
+      "integrity": "sha512-vHL6w3ecZsky+8P5MD+eFfaGTyCeOHUIFYMGpQGbrBTSmNNoxv0if69rEZ5giu36weC5saFuznL411gRX7bJDw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18.14.1"
+      },
+      "peerDependencies": {
+        "hono": "^4"
+      }
+    },
     "node_modules/@img/sharp-darwin-arm64": {
       "version": "0.33.5",
       "resolved": "https://registry.npmjs.org/@img/sharp-darwin-arm64/-/sharp-darwin-arm64-0.33.5.tgz",
@@ -537,6 +551,63 @@
         "tslib": "2"
       }
     },
+    "node_modules/@modelcontextprotocol/sdk": {
+      "version": "1.26.0",
+      "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.26.0.tgz",
+      "integrity": "sha512-Y5RmPncpiDtTXDbLKswIJzTqu2hyBKxTNsgKqKclDbhIgg1wgtf1fRuvxgTnRfcnxtvvgbIEcqUOzZrJ6iSReg==",
+      "license": "MIT",
+      "dependencies": {
+        "@hono/node-server": "^1.19.9",
+        "ajv": "^8.17.1",
+        "ajv-formats": "^3.0.1",
+        "content-type": "^1.0.5",
+        "cors": "^2.8.5",
+        "cross-spawn": "^7.0.5",
+        "eventsource": "^3.0.2",
+        "eventsource-parser": "^3.0.0",
+        "express": "^5.2.1",
+        "express-rate-limit": "^8.2.1",
+        "hono": "^4.11.4",
+        "jose": "^6.1.3",
+        "json-schema-typed": "^8.0.2",
+        "pkce-challenge": "^5.0.0",
+        "raw-body": "^3.0.0",
+        "zod": "^3.25 || ^4.0",
+        "zod-to-json-schema": "^3.25.1"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "@cfworker/json-schema": "^4.1.1",
+        "zod": "^3.25 || ^4.0"
+      },
+      "peerDependenciesMeta": {
+        "@cfworker/json-schema": {
+          "optional": true
+        },
+        "zod": {
+          "optional": false
+        }
+      }
+    },
+    "node_modules/@modelcontextprotocol/sdk/node_modules/ajv-formats": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/ajv-formats/-/ajv-formats-3.0.1.tgz",
+      "integrity": "sha512-8iUql50EUR+uUcdRQ3HDqa6EVyo3docL8g5WJ3FNcWmu62IbkGUue/pEyLBW8VGKKucTPgqeks4fIU1DA4yowQ==",
+      "license": "MIT",
+      "dependencies": {
+        "ajv": "^8.0.0"
+      },
+      "peerDependencies": {
+        "ajv": "^8.0.0"
+      },
+      "peerDependenciesMeta": {
+        "ajv": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/@protobufjs/aspromise": {
       "version": "1.1.2",
       "resolved": "https://registry.npmjs.org/@protobufjs/aspromise/-/aspromise-1.1.2.tgz",
@@ -607,7 +678,6 @@
       "integrity": "sha512-T8keoJjXaSUoVBCIjgL6wAnhADIb09GOELzKg10CjNg+vLX48P93SME6jTfte9MZIm5m+Il57H3rTSk/0kzDUw==",
       "hasInstallScript": true,
       "license": "Apache-2.0",
-      "peer": true,
       "dependencies": {
         "@swc/counter": "^0.1.3",
         "@swc/types": "^0.1.25"
@@ -999,6 +1069,16 @@
         "undici-types": "~7.16.0"
       }
     },
+    "node_modules/@types/node-fetch": {
+      "version": "2.6.13",
+      "resolved": "https://registry.npmjs.org/@types/node-fetch/-/node-fetch-2.6.13.tgz",
+      "integrity": "sha512-QGpRVpzSaUs30JBSGPjOg4Uveu384erbHBoT1zeONvyCfwQxIkUshLAOqN/k9EjGviPRmWTTe6aH2qySWKTVSw==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/node": "*",
+        "form-data": "^4.0.4"
+      }
+    },
     "node_modules/@types/tinycolor2": {
       "version": "1.4.6",
       "resolved": "https://registry.npmjs.org/@types/tinycolor2/-/tinycolor2-1.4.6.tgz",
@@ -1175,12 +1255,49 @@
         "node": ">=6.5"
       }
     },
+    "node_modules/accepts": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/accepts/-/accepts-2.0.0.tgz",
+      "integrity": "sha512-5cvg6CtKwfgdmVqY1WIiXKc3Q1bkRqGLi+2W/6ao+6Y7gu/RCwRuAhGEzh5B4KlszSuTLgZYuqFqo5bImjNKng==",
+      "license": "MIT",
+      "dependencies": {
+        "mime-types": "^3.0.0",
+        "negotiator": "^1.0.0"
+      },
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/accepts/node_modules/mime-db": {
+      "version": "1.54.0",
+      "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.54.0.tgz",
+      "integrity": "sha512-aU5EJuIN2WDemCcAp2vFBfp/m4EAhWJnUNSSw0ixs7/kXbd6Pg64EmwJkNdFhB8aWt1sH2CTXrLxo/iAGV3oPQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/accepts/node_modules/mime-types": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/mime-types/-/mime-types-3.0.2.tgz",
+      "integrity": "sha512-Lbgzdk0h4juoQ9fCKXW4by0UJqj+nOOrI9MJ1sSj4nI8aI2eo1qmvQEie4VD1glsS250n15LsWsYtCugiStS5A==",
+      "license": "MIT",
+      "dependencies": {
+        "mime-db": "^1.54.0"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
     "node_modules/acorn": {
       "version": "8.15.0",
       "resolved": "https://registry.npmjs.org/acorn/-/acorn-8.15.0.tgz",
       "integrity": "sha512-NZyJarBfL7nWwIq+FDL6Zp/yHEhePMNnnJ0y3qfieCrmNvYct8uvtiV41UvlSe6apAfk0fY1FbWx+NwfmpvtTg==",
       "license": "MIT",
-      "peer": true,
       "bin": {
         "acorn": "bin/acorn"
       },
@@ -1200,12 +1317,23 @@
         "acorn": "^8.14.0"
       }
     },
+    "node_modules/agentkeepalive": {
+      "version": "4.6.0",
+      "resolved": "https://registry.npmjs.org/agentkeepalive/-/agentkeepalive-4.6.0.tgz",
+      "integrity": "sha512-kja8j7PjmncONqaTsB8fQ+wE2mSU2DJ9D4XKoJ5PFWIdRMa6SLSN1ff4mOr4jCbfRSsxR4keIiySJU0N9T5hIQ==",
+      "license": "MIT",
+      "dependencies": {
+        "humanize-ms": "^1.2.1"
+      },
+      "engines": {
+        "node": ">= 8.0.0"
+      }
+    },
     "node_modules/ajv": {
       "version": "8.17.1",
       "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.17.1.tgz",
       "integrity": "sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "fast-deep-equal": "^3.1.3",
         "fast-uri": "^3.0.1",
@@ -1326,6 +1454,12 @@
       "integrity": "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q==",
       "license": "Python-2.0"
     },
+    "node_modules/asynckit": {
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz",
+      "integrity": "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==",
+      "license": "MIT"
+    },
     "node_modules/baseline-browser-mapping": {
       "version": "2.9.14",
       "resolved": "https://registry.npmjs.org/baseline-browser-mapping/-/baseline-browser-mapping-2.9.14.tgz",
@@ -1335,6 +1469,46 @@
         "baseline-browser-mapping": "dist/cli.js"
       }
     },
+    "node_modules/body-parser": {
+      "version": "2.2.2",
+      "resolved": "https://registry.npmjs.org/body-parser/-/body-parser-2.2.2.tgz",
+      "integrity": "sha512-oP5VkATKlNwcgvxi0vM0p/D3n2C3EReYVX+DNYs5TjZFn/oQt2j+4sVJtSMr18pdRr8wjTcBl6LoV+FUwzPmNA==",
+      "license": "MIT",
+      "dependencies": {
+        "bytes": "^3.1.2",
+        "content-type": "^1.0.5",
+        "debug": "^4.4.3",
+        "http-errors": "^2.0.0",
+        "iconv-lite": "^0.7.0",
+        "on-finished": "^2.4.1",
+        "qs": "^6.14.1",
+        "raw-body": "^3.0.1",
+        "type-is": "^2.0.1"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
+    "node_modules/body-parser/node_modules/iconv-lite": {
+      "version": "0.7.2",
+      "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.7.2.tgz",
+      "integrity": "sha512-im9DjEDQ55s9fL4EYzOAv0yMqmMBSZp6G0VvFyTMPKWxiSBHUj9NW/qqLmXUwXrrM7AvqSlTCfvqRb0cM8yYqw==",
+      "license": "MIT",
+      "dependencies": {
+        "safer-buffer": ">= 2.1.2 < 3.0.0"
+      },
+      "engines": {
+        "node": ">=0.10.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
     "node_modules/boxen": {
       "version": "8.0.1",
       "resolved": "https://registry.npmjs.org/boxen/-/boxen-8.0.1.tgz",
@@ -1376,7 +1550,6 @@
         }
       ],
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "baseline-browser-mapping": "^2.9.0",
         "caniuse-lite": "^1.0.30001759",
@@ -1397,6 +1570,44 @@
       "integrity": "sha512-E+XQCRwSbaaiChtv6k6Dwgc+bx+Bs6vuKJHHl5kox/BaKbhiXzqQOwK4cO22yElGp2OCmjwVhT3HmxgyPGnJfQ==",
       "license": "MIT"
     },
+    "node_modules/bytes": {
+      "version": "3.1.2",
+      "resolved": "https://registry.npmjs.org/bytes/-/bytes-3.1.2.tgz",
+      "integrity": "sha512-/Nf7TyzTx6S3yRJObOAV7956r8cr2+Oj8AC5dt8wSP3BQAoeX58NoHyCU8P8zGkNXStjTSi6fzO6F0pBdcYbEg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
+    "node_modules/call-bind-apply-helpers": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz",
+      "integrity": "sha512-Sp1ablJ0ivDkSzjcaJdxEunN5/XvksFJ2sMBFfq6x0ryhQV/2b/KwFe21cMpmHtPOSij8K99/wSfoEuTObmuMQ==",
+      "license": "MIT",
+      "dependencies": {
+        "es-errors": "^1.3.0",
+        "function-bind": "^1.1.2"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/call-bound": {
+      "version": "1.0.4",
+      "resolved": "https://registry.npmjs.org/call-bound/-/call-bound-1.0.4.tgz",
+      "integrity": "sha512-+ys997U96po4Kx/ABpBCqhA9EuxJaQWDQg7295H4hBphv3IZg0boBKuwYpt4YXp6MZ5AmZQnU/tyMTlRpaSejg==",
+      "license": "MIT",
+      "dependencies": {
+        "call-bind-apply-helpers": "^1.0.2",
+        "get-intrinsic": "^1.3.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
     "node_modules/camelcase": {
       "version": "8.0.0",
       "resolved": "https://registry.npmjs.org/camelcase/-/camelcase-8.0.0.tgz",
@@ -1567,6 +1778,18 @@
       "integrity": "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==",
       "license": "MIT"
     },
+    "node_modules/combined-stream": {
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+      "resolved": "https://registry.npmjs.org/side-channel-weakmap/-/side-channel-weakmap-1.0.2.tgz",
+      "integrity": "sha512-WPS/HvHQTYnHisLo9McqBHOJk2FkHO/tlpvldyrnem4aeQp4hai3gythswg6p01oSoTl58rcpiFAjF2br2Ak2A==",
+      "license": "MIT",
+      "dependencies": {
+        "call-bound": "^1.0.2",
+        "es-errors": "^1.3.0",
+        "get-intrinsic": "^1.2.5",
+        "object-inspect": "^1.13.3",
+        "side-channel-map": "^1.0.1"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
     "node_modules/source-map": {
       "version": "0.7.6",
       "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.7.6.tgz",
@@ -2169,6 +3428,15 @@
         "node": ">=0.10.0"
       }
     },
+    "node_modules/statuses": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/statuses/-/statuses-2.0.2.tgz",
+      "integrity": "sha512-DvEy55V3DB7uknRo+4iOGT5fP1slR8wQohVdknigZPMpMstaKJQWhwiYBACJE3Ul2pTnATihhBYnRhZQHGBiRw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
     "node_modules/string-width": {
       "version": "7.2.0",
       "resolved": "https://registry.npmjs.org/string-width/-/string-width-7.2.0.tgz",
@@ -2332,6 +3600,21 @@
         "tinycolor2": "^1.0.0"
       }
     },
+    "node_modules/toidentifier": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/toidentifier/-/toidentifier-1.0.1.tgz",
+      "integrity": "sha512-o5sSPKEkg/DIQNmH43V0/uerLrpzVedkUh8tGNvaeXpfpuwjKenlSox/2O/BTlZUtEe+JG7s5YhEz608PlAHRA==",
+      "license": "MIT",
+      "engines": {
+        "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/tree-dump": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/tree-dump/-/tree-dump-1.1.0.tgz",
@@ -2352,8 +3635,7 @@
       "version": "2.8.1",
       "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.8.1.tgz",
       "integrity": "sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==",
-      "license": "0BSD",
-      "peer": true
+      "license": "0BSD"
     },
     "node_modules/type-fest": {
       "version": "4.41.0",
@@ -2367,6 +3649,45 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/type-is": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/type-is/-/type-is-2.0.1.tgz",
+      "integrity": "sha512-OZs6gsjF4vMp32qrCbiVSkrFmXtG/AZhY3t0iAMrMBiAZyV9oALtXO8hsrHbMXF9x6L3grlFuwW2oAz7cav+Gw==",
+      "license": "MIT",
+      "dependencies": {
+        "content-type": "^1.0.5",
+        "media-typer": "^1.1.0",
+        "mime-types": "^3.0.0"
+      },
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/type-is/node_modules/mime-db": {
+      "version": "1.54.0",
+      "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.54.0.tgz",
+      "integrity": "sha512-aU5EJuIN2WDemCcAp2vFBfp/m4EAhWJnUNSSw0ixs7/kXbd6Pg64EmwJkNdFhB8aWt1sH2CTXrLxo/iAGV3oPQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/type-is/node_modules/mime-types": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/mime-types/-/mime-types-3.0.2.tgz",
+      "integrity": "sha512-Lbgzdk0h4juoQ9fCKXW4by0UJqj+nOOrI9MJ1sSj4nI8aI2eo1qmvQEie4VD1glsS250n15LsWsYtCugiStS5A==",
+      "license": "MIT",
+      "dependencies": {
+        "mime-db": "^1.54.0"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
     "node_modules/typescript": {
       "version": "5.9.3",
       "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.9.3.tgz",
@@ -2395,6 +3716,15 @@
         "fs-monkey": "^1.0.0"
       }
     },
+    "node_modules/unpipe": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz",
+      "integrity": "sha512-pjy2bYhSsufwWlKwPc+l3cN7+wuJlK6uz0YdJEOlQDbl6jo/YlPi4mb8agUkVC8BF7V8NuzeyPNqRksA3hztKQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
     "node_modules/update-browserslist-db": {
       "version": "1.2.3",
       "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.2.3.tgz",
@@ -2438,6 +3768,15 @@
         "uuid": "dist/esm/bin/uuid"
       }
     },
+    "node_modules/vary": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz",
+      "integrity": "sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
     "node_modules/watchpack": {
       "version": "2.5.0",
       "resolved": "https://registry.npmjs.org/watchpack/-/watchpack-2.5.0.tgz",
@@ -2451,12 +3790,26 @@
         "node": ">=10.13.0"
       }
     },
+    "node_modules/web-streams-polyfill": {
+      "version": "4.0.0-beta.3",
+      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-4.0.0-beta.3.tgz",
+      "integrity": "sha512-QW95TCTaHmsYfHDybGMwO5IJIM93I/6vTRk+daHTWFPhwh+C8Cg7j7XyKrwrj8Ib6vYXe0ocYNrmzY4xAAN6ug==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 14"
+      }
+    },
+    "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/webpack": {
       "version": "5.104.1",
       "resolved": "https://registry.npmjs.org/webpack/-/webpack-5.104.1.tgz",
       "integrity": "sha512-Qphch25abbMNtekmEGJmeRUhLDbe+QfiWTiqpKYkpCOWY64v9eyl+KRRLmqOFA2AvKPpc9DC6+u2n76tQLBoaA==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@types/eslint-scope": "^3.7.7",
         "@types/estree": "^1.0.8",
@@ -2509,6 +3862,31 @@
         "node": ">=10.13.0"
       }
     },
+    "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==",
+      "license": "ISC",
+      "dependencies": {
+        "isexe": "^2.0.0"
+      },
+      "bin": {
+        "node-which": "bin/node-which"
+      },
+      "engines": {
+        "node": ">= 8"
+      }
+    },
     "node_modules/widest-line": {
       "version": "5.0.0",
       "resolved": "https://registry.npmjs.org/widest-line/-/widest-line-5.0.0.tgz",
@@ -2541,6 +3919,12 @@
         "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
       }
     },
+    "node_modules/wrappy": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
+      "license": "ISC"
+    },
     "node_modules/y18n": {
       "version": "5.0.8",
       "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
@@ -2623,11 +4007,19 @@
       "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.6.tgz",
       "integrity": "sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg==",
       "license": "MIT",
-      "peer": true,
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
     },
+    "node_modules/zod-to-json-schema": {
+      "version": "3.25.1",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.25.1.tgz",
+      "integrity": "sha512-pM/SU9d3YAggzi6MtR4h7ruuQlqKtad8e9S0fmxcMi+ueAK5Korys/aWcV9LIIHTVbj01NdzxcnXSN+O74ZIVA==",
+      "license": "ISC",
+      "peerDependencies": {
+        "zod": "^3.25 || ^4"
+      }
+    },
     "node_modules/zx": {
       "version": "8.8.1",
       "resolved": "https://registry.npmjs.org/zx/-/zx-8.8.1.tgz",
diff --git a/package.json b/package.json
index c38b5ddb..311bde8c 100644
--- a/package.json
+++ b/package.json
@@ -12,6 +12,8 @@
   },
   "dependencies": {
     "@anthropic-ai/claude-agent-sdk": "^0.2.38",
+    "@modelcontextprotocol/sdk": "^1.26.0",
+    "openai": "^4.77.0",
     "@temporalio/activity": "^1.11.0",
     "@temporalio/client": "^1.11.0",
     "@temporalio/worker": "^1.11.0",
diff --git a/prompts/pipeline-testing/pre-recon-code.txt b/prompts/pipeline-testing/pre-recon-code.txt
index 3911d8a8..634e5663 100644
--- a/prompts/pipeline-testing/pre-recon-code.txt
+++ b/prompts/pipeline-testing/pre-recon-code.txt
@@ -1 +1 @@
-Use the save_deliverable MCP tool with `deliverable_type: "CODE_ANALYSIS"` and `content: "Pre-recon analysis complete"`. Then say "Done".
\ No newline at end of file
+Call save_deliverable exactly once with `deliverable_type: "CODE_ANALYSIS"` and `content: "Pre-recon analysis complete"`. After you receive a success response, do not call any more tools. Reply with "Done" only.
\ No newline at end of file
diff --git a/prompts/pre-recon-code.txt b/prompts/pre-recon-code.txt
index 2d54c5d3..d705cf88 100644
--- a/prompts/pre-recon-code.txt
+++ b/prompts/pre-recon-code.txt
@@ -377,6 +377,8 @@ A component is **out-of-scope** if it **cannot** be invoked through the running
   - Service mesh configuration retrievers
 
 <conclusion_trigger>
+**CRITICAL - SAVE_DELIVERABLE USAGE:** Call `save_deliverable` with type `CODE_ANALYSIS` **exactly once**. After you receive a success response from the tool, do **not** call any more tools. Reply with your completion message only (e.g. "PRE-RECON CODE ANALYSIS COMPLETE") and stop.
+
 **COMPLETION REQUIREMENTS (ALL must be satisfied):**
 
 1. **Systematic Analysis:** ALL phases of the task agent strategy must be completed:
diff --git a/shannon b/shannon
index d141ddca..86cbc327 100755
--- a/shannon
+++ b/shannon
@@ -5,12 +5,15 @@ set -e
 
 # Detect Podman vs Docker and set compose files accordingly
 # Podman doesn't support host-gateway, so we only include the Docker override for actual Docker
+# Check the actual runtime (docker info), not just whether podman is installed - avoids
+# false negative when both docker and podman exist (e.g. podman for other tools)
 COMPOSE_BASE="docker-compose.yml"
-if command -v podman &>/dev/null; then
-  # Podman detected (either native or via Docker Desktop shim) - use base config only
+if docker info 2>/dev/null | grep -qi "podman"; then
+  # Actually running Podman - skip override (host-gateway not supported)
   COMPOSE_OVERRIDE=""
 else
-  # Docker detected - include extra_hosts override for Linux localhost access
+  # Docker runtime - include extra_hosts for host.docker.internal (required for
+  # OpenAI-compatible servers on host, e.g. AI_BASE_URL=http://host.docker.internal:8080/v1)
   COMPOSE_OVERRIDE="-f docker-compose.docker.yml"
 fi
 COMPOSE_FILE="$COMPOSE_BASE"
@@ -47,6 +50,10 @@ Options for 'start':
   OUTPUT=<path>          Output directory for reports (default: ./audit-logs/)
   PIPELINE_TESTING=true  Use minimal prompts for fast testing
   ROUTER=true            Route requests through claude-code-router (multi-model support)
+  PROVIDER=openai        Use OpenAI-compatible API (local models, minimax, etc.)
+  AI_BASE_URL=<url>      Base URL for OpenAI-compatible API (e.g. http://localhost:8080/v1)
+  AI_MODEL=<model>       Model name (e.g. minimax, gpt-4o)
+  AI_API_KEY=<key>      API key (optional for local servers)
 
 Options for 'stop':
   CLEAN=true             Remove all data including volumes
@@ -55,6 +62,7 @@ Examples:
   ./shannon start URL=https://example.com REPO=repo-name
   ./shannon start URL=https://example.com REPO=repo-name CONFIG=./config.yaml
   ./shannon start URL=https://example.com REPO=repo-name OUTPUT=./my-reports
+  ./shannon start URL=https://example.com REPO=repo-name PROVIDER=openai AI_BASE_URL=http://localhost:8080/v1 AI_MODEL=minimax
   ./shannon logs ID=example.com_shannon-1234567890
   ./shannon query ID=shannon-1234567890
   ./shannon stop CLEAN=true
@@ -76,6 +84,10 @@ parse_args() {
       PIPELINE_TESTING=*) PIPELINE_TESTING="${arg#PIPELINE_TESTING=}" ;;
       REBUILD=*) REBUILD="${arg#REBUILD=}" ;;
       ROUTER=*) ROUTER="${arg#ROUTER=}" ;;
+      PROVIDER=*) PROVIDER="${arg#PROVIDER=}" ;;
+      AI_BASE_URL=*) AI_BASE_URL="${arg#AI_BASE_URL=}" ;;
+      AI_MODEL=*) AI_MODEL="${arg#AI_MODEL=}" ;;
+      AI_API_KEY=*) AI_API_KEY="${arg#AI_API_KEY=}" ;;
     esac
   done
 }
@@ -134,14 +146,31 @@ cmd_start() {
     exit 1
   fi
 
-  # Check for API key (router mode can use alternative provider API keys)
-  if [ -z "$ANTHROPIC_API_KEY" ] && [ -z "$CLAUDE_CODE_OAUTH_TOKEN" ]; then
+  # Handle PROVIDER=openai - use OpenAI-compatible API (native, no router)
+  if [ "$PROVIDER" = "openai" ]; then
+    export AI_PROVIDER=openai
+  fi
+
+  # Export AI_* vars for docker compose (env subst in compose file) - critical for
+  # command-line usage; .env vars are already exported via set -a
+  [ -n "$AI_BASE_URL" ] && export AI_BASE_URL
+  [ -n "$AI_MODEL" ] && export AI_MODEL
+  [ -n "$AI_API_KEY" ] && export AI_API_KEY
+
+  # Check for API key (router mode and OpenAI provider have alternative requirements)
+  if [ "$AI_PROVIDER" = "openai" ]; then
+    # OpenAI provider uses AI_BASE_URL, AI_MODEL, AI_API_KEY - no Anthropic key needed
+    if [ -z "$AI_BASE_URL" ] && [ -z "$AI_MODEL" ]; then
+      echo "WARNING: AI_PROVIDER=openai but AI_BASE_URL and AI_MODEL not set. Using defaults from .env"
+    fi
+  elif [ -z "$ANTHROPIC_API_KEY" ] && [ -z "$CLAUDE_CODE_OAUTH_TOKEN" ]; then
     if [ "$ROUTER" = "true" ] && { [ -n "$OPENAI_API_KEY" ] || [ -n "$OPENROUTER_API_KEY" ]; }; then
       # Router mode with alternative provider - set a placeholder for SDK init
       export ANTHROPIC_API_KEY="router-mode"
     else
       echo "ERROR: Set ANTHROPIC_API_KEY or CLAUDE_CODE_OAUTH_TOKEN in .env"
       echo "       (or use ROUTER=true with OPENAI_API_KEY or OPENROUTER_API_KEY)"
+      echo "       (or use PROVIDER=openai with AI_BASE_URL, AI_MODEL, AI_API_KEY)"
       exit 1
     fi
   fi
diff --git a/src/ai/claude-executor.ts b/src/ai/claude-executor.ts
index 8bf5b8c6..f64ad14b 100644
--- a/src/ai/claude-executor.ts
+++ b/src/ai/claude-executor.ts
@@ -26,6 +26,8 @@ import { detectExecutionContext, formatErrorOutput, formatCompletionMessage } fr
 import { createProgressManager } from './progress-manager.js';
 import { createAuditLogger } from './audit-logger.js';
 import { getActualModelName } from './router-utils.js';
+import { isOpenAIProvider } from './provider-config.js';
+import { openaiQuery } from './openai-executor.js';
 
 declare global {
   var SHANNON_DISABLE_LOADER: boolean | undefined;
@@ -243,7 +245,9 @@ export async function runClaudePrompt(
       fullPrompt,
       options,
       { execContext, description, colorFn, progress, auditLogger },
-      timer
+      timer,
+      sourceDir,
+      agentName
     );
 
     turnCount = messageLoopResult.turnCount;
@@ -336,7 +340,9 @@ async function processMessageStream(
   fullPrompt: string,
   options: NonNullable<Parameters<typeof query>[0]['options']>,
   deps: MessageLoopDeps,
-  timer: Timer
+  timer: Timer,
+  sourceDir: string,
+  agentName: string | null
 ): Promise<MessageLoopResult> {
   const { execContext, description, colorFn, progress, auditLogger } = deps;
   const HEARTBEAT_INTERVAL = 30000;
@@ -348,7 +354,20 @@ async function processMessageStream(
   let model: string | undefined;
   let lastHeartbeat = Date.now();
 
-  for await (const message of query({ prompt: fullPrompt, options })) {
+  const messageSource = isOpenAIProvider()
+    ? openaiQuery({
+        prompt: fullPrompt,
+        options: {
+          cwd: sourceDir,
+          maxTurns: options.maxTurns ?? 10_000,
+          ...(options.mcpServers && { mcpServers: options.mcpServers as Record<string, unknown> }),
+        },
+        sourceDir,
+        agentName,
+      })
+    : query({ prompt: fullPrompt, options });
+
+  for await (const message of messageSource) {
     // Heartbeat logging when loader is disabled
     const now = Date.now();
     if (global.SHANNON_DISABLE_LOADER && now - lastHeartbeat > HEARTBEAT_INTERVAL) {
diff --git a/src/ai/mcp-client.ts b/src/ai/mcp-client.ts
new file mode 100644
index 00000000..f362bcf0
--- /dev/null
+++ b/src/ai/mcp-client.ts
@@ -0,0 +1,162 @@
+// Copyright (C) 2025 Keygraph, Inc.
+//
+// This program is free software: you can redistribute it and/or modify
+// it under the terms of the GNU Affero General Public License version 3
+// as published by the Free Software Foundation.
+
+/**
+ * MCP client for OpenAI provider - manages Shannon helper tools (direct calls)
+ * and Playwright MCP server (stdio protocol).
+ */
+
+import { createSaveDeliverableHandler, generateTotp } from '../../mcp-server/dist/index.js';
+import type { DeliverableType } from '../../mcp-server/dist/types/deliverables.js';
+import type { OpenAITool } from './openai-tools.js';
+
+export interface StdioMcpConfig {
+  command: string;
+  args: string[];
+  env: Record<string, string>;
+}
+
+/**
+ * Shannon helper tools - OpenAI format definitions.
+ * Handlers are called directly (no MCP protocol).
+ */
+const DELIVERABLE_TYPES = [
+  'CODE_ANALYSIS', 'RECON',
+  'INJECTION_ANALYSIS', 'INJECTION_QUEUE', 'XSS_ANALYSIS', 'XSS_QUEUE',
+  'AUTH_ANALYSIS', 'AUTH_QUEUE', 'AUTHZ_ANALYSIS', 'AUTHZ_QUEUE',
+  'SSRF_ANALYSIS', 'SSRF_QUEUE',
+  'INJECTION_EVIDENCE', 'XSS_EVIDENCE', 'AUTH_EVIDENCE', 'AUTHZ_EVIDENCE', 'SSRF_EVIDENCE',
+];
+
+export function getShannonHelperTools(targetDir: string): {
+  tools: OpenAITool[];
+  execute: (name: string, args: Record<string, unknown>) => Promise<string>;
+} {
+  const saveDeliverableHandler = createSaveDeliverableHandler(targetDir);
+
+  const tools: OpenAITool[] = [
+    {
+      type: 'function',
+      function: {
+        name: 'save_deliverable',
+        description: 'Saves deliverable files with automatic validation. Queue files must have {"vulnerabilities": [...]} structure.',
+        parameters: {
+          type: 'object',
+          properties: {
+            deliverable_type: {
+              type: 'string',
+              description: `Type of deliverable to save. One of: ${DELIVERABLE_TYPES.join(', ')}`,
+            },
+            content: {
+              type: 'string',
+              description: 'File content (markdown for analysis/evidence, JSON for queues)',
+            },
+          },
+          required: ['deliverable_type', 'content'],
+        },
+      },
+    },
+    {
+      type: 'function',
+      function: {
+        name: 'generate_totp',
+        description: 'Generates 6-digit TOTP code for authentication. Secret must be base32-encoded.',
+        parameters: {
+          type: 'object',
+          properties: {
+            secret: {
+              type: 'string',
+              description: 'Base32-encoded TOTP secret',
+            },
+          },
+          required: ['secret'],
+        },
+      },
+    },
+  ];
+
+  async function execute(name: string, args: Record<string, unknown>): Promise<string> {
+    if (name === 'save_deliverable') {
+      const result = await saveDeliverableHandler({
+        deliverable_type: args.deliverable_type as DeliverableType,
+        content: args.content as string,
+      });
+      return result.content[0]?.text ?? JSON.stringify(result);
+    }
+    if (name === 'generate_totp') {
+      const result = await generateTotp({ secret: args.secret as string });
+      return result.content[0]?.text ?? JSON.stringify(result);
+    }
+    return JSON.stringify({ error: `Unknown Shannon helper tool: ${name}` });
+  }
+
+  return { tools, execute };
+}
+
+export interface PlaywrightMcpClient {
+  tools: OpenAITool[];
+  executeTool: (name: string, args: Record<string, unknown>) => Promise<string>;
+  close: () => void;
+}
+
+/**
+ * Create Playwright MCP client - spawns stdio process and connects via MCP protocol.
+ * Uses dynamic import for @modelcontextprotocol/sdk to avoid loading when not in OpenAI mode.
+ */
+export async function createPlaywrightMcpClient(
+  config: StdioMcpConfig
+): Promise<PlaywrightMcpClient> {
+  const { Client } = await import('@modelcontextprotocol/sdk/client/index.js');
+  const { StdioClientTransport } = await import('@modelcontextprotocol/sdk/client/stdio.js');
+
+  const transport = new StdioClientTransport({
+    command: config.command,
+    args: config.args,
+    env: config.env,
+  });
+
+  const client = new Client({
+    name: 'shannon-openai',
+    version: '1.0.0',
+  });
+
+  await client.connect(transport);
+
+  const mcpTools = await client.listTools();
+  const tools = mcpTools.tools.map((t) => {
+    const schema = (t.inputSchema as { type?: string; properties?: Record<string, unknown>; required?: string[] }) ?? {};
+    return {
+      type: 'function' as const,
+      function: {
+        name: t.name,
+        description: t.description ?? '',
+        parameters: {
+          type: 'object' as const,
+          properties: (schema.properties ?? {}) as Record<string, { type: string; description?: string; items?: { type: string } }>,
+          required: schema.required,
+        },
+      },
+    };
+  }) as OpenAITool[];
+
+  async function executeTool(name: string, args: Record<string, unknown>): Promise<string> {
+    const result = await client.callTool({ name, arguments: args });
+    const content = result.content;
+    if (Array.isArray(content) && content.length > 0) {
+      const part = content[0];
+      if (part && 'text' in part) {
+        return part.text;
+      }
+    }
+    return JSON.stringify(content);
+  }
+
+  return {
+    tools,
+    executeTool,
+    close: () => client.close(),
+  };
+}
diff --git a/src/ai/openai-executor.ts b/src/ai/openai-executor.ts
new file mode 100644
index 00000000..589c9e1d
--- /dev/null
+++ b/src/ai/openai-executor.ts
@@ -0,0 +1,327 @@
+// Copyright (C) 2025 Keygraph, Inc.
+//
+// This program is free software: you can redistribute it and/or modify
+// it under the terms of the GNU Affero General Public License version 3
+// as published by the Free Software Foundation.
+
+/**
+ * OpenAI-compatible provider executor.
+ * Implements agentic loop with tool calling, yielding messages in Claude SDK format.
+ */
+
+import OpenAI from 'openai';
+import { getProviderConfig } from './provider-config.js';
+import {
+  getBuiltinOpenAITools,
+  executeBuiltinTool,
+  isBuiltinTool,
+  type OpenAITool,
+} from './openai-tools.js';
+import { getShannonHelperTools, createPlaywrightMcpClient, type StdioMcpConfig } from './mcp-client.js';
+import { getPromptNameForAgent } from '../types/agents.js';
+import { MCP_AGENT_MAPPING } from '../constants.js';
+import type { AgentName } from '../types/index.js';
+
+const MAX_TURNS = 10_000;
+const PLAYWRIGHT_MCP_TIMEOUT_MS = 45_000;
+
+function createSemaphore(max: number): { acquire: () => Promise<void>; release: () => void } {
+  let permits = max;
+  const waitQueue: Array<() => void> = [];
+  return {
+    acquire: () => {
+      if (permits > 0) {
+        permits--;
+        return Promise.resolve();
+      }
+      return new Promise<void>((resolve) => {
+        waitQueue.push(() => {
+          permits--;
+          resolve();
+        });
+      });
+    },
+    release: () => {
+      permits++;
+      if (waitQueue.length > 0) {
+        const next = waitQueue.shift()!;
+        next();
+      }
+    },
+  };
+}
+
+let requestSemaphore: ReturnType<typeof createSemaphore> | null = null;
+
+function getRequestSemaphore(): ReturnType<typeof createSemaphore> {
+  if (!requestSemaphore) {
+    const max = Math.max(1, parseInt(process.env.AI_MAX_CONCURRENT_REQUESTS ?? '2', 10) || 2);
+    requestSemaphore = createSemaphore(max);
+  }
+  return requestSemaphore;
+}
+
+function withTimeout<T>(promise: Promise<T>, ms: number, message: string): Promise<T> {
+  let timeoutId: ReturnType<typeof setTimeout>;
+  const timeoutPromise = new Promise<never>((_, reject) => {
+    timeoutId = setTimeout(() => reject(new Error(message)), ms);
+  });
+  return Promise.race([promise, timeoutPromise]).finally(() => clearTimeout(timeoutId!));
+}
+
+export interface OpenAIOptions {
+  cwd: string;
+  maxTurns?: number;
+  mcpServers?: Record<string, unknown> | undefined;
+}
+
+export interface OpenAIQueryParams {
+  prompt: string;
+  options: OpenAIOptions;
+  sourceDir: string;
+  agentName: string | null;
+}
+
+type MessageStreamYield =
+  | { type: 'system'; subtype: 'init'; model?: string; permissionMode?: string; mcp_servers?: Array<{ name: string; status: string }> }
+  | { type: 'assistant'; message: { content: Array<{ type?: string; text?: string }> | string } }
+  | { type: 'tool_use'; name: string; input?: Record<string, unknown> }
+  | { type: 'tool_result'; content?: unknown }
+  | { type: 'result'; result?: string; total_cost_usd?: number; duration_ms?: number };
+
+const SKIP_PLAYWRIGHT_PROMPTS = new Set(['pre-recon-code', 'report-executive']);
+
+function buildPlaywrightStdioConfig(
+  sourceDir: string,
+  agentName: string | null
+): StdioMcpConfig | null {
+  if (!agentName) return null;
+
+  const promptName = getPromptNameForAgent(agentName as AgentName);
+  if (SKIP_PLAYWRIGHT_PROMPTS.has(promptName)) return null;
+
+  const playwrightMcpName = MCP_AGENT_MAPPING[promptName as keyof typeof MCP_AGENT_MAPPING] || null;
+  if (!playwrightMcpName) return null;
+
+  const userDataDir = `/tmp/${playwrightMcpName}`;
+  const isDocker = process.env.SHANNON_DOCKER === 'true';
+
+  const mcpArgs: string[] = [
+    '@playwright/mcp@latest',
+    '--isolated',
+    '--user-data-dir', userDataDir,
+  ];
+
+  if (isDocker) {
+    mcpArgs.push('--executable-path', '/usr/bin/chromium-browser');
+    mcpArgs.push('--browser', 'chromium');
+  }
+
+  const envVars: Record<string, string> = Object.fromEntries(
+    Object.entries({
+      ...process.env,
+      PLAYWRIGHT_HEADLESS: 'true',
+      ...(isDocker && { PLAYWRIGHT_SKIP_BROWSER_DOWNLOAD: '1' }),
+    }).filter((entry): entry is [string, string] => entry[1] !== undefined)
+  );
+
+  return {
+    command: 'npx',
+    args: mcpArgs,
+    env: envVars,
+  };
+}
+
+async function* openaiQueryInternal(params: OpenAIQueryParams): AsyncGenerator<MessageStreamYield> {
+  const { prompt, options, sourceDir, agentName } = params;
+  const config = getProviderConfig();
+  const openaiConfig = config.openai;
+  if (!openaiConfig) {
+    throw new Error('OpenAI provider config missing');
+  }
+
+  const requestTimeoutMs = parseInt(process.env.AI_REQUEST_TIMEOUT_MS ?? '120000', 10) || 120000;
+
+  const client = new OpenAI({
+    baseURL: openaiConfig.baseUrl,
+    apiKey: openaiConfig.apiKey || 'dummy', // Some local servers accept any key
+    timeout: requestTimeoutMs,
+  });
+
+  const ctx = { cwd: sourceDir };
+  const tools: OpenAITool[] = [...getBuiltinOpenAITools()];
+  const toolHandlers: Map<string, (args: Record<string, unknown>) => Promise<string>> = new Map();
+
+  // Add Shannon helper tools
+  const shannonHelper = getShannonHelperTools(sourceDir);
+  tools.push(...shannonHelper.tools);
+  for (const t of shannonHelper.tools) {
+    toolHandlers.set(t.function.name, (args) => shannonHelper.execute(t.function.name, args));
+  }
+
+  // Optionally add Playwright MCP
+  let playwrightClient: Awaited<ReturnType<typeof createPlaywrightMcpClient>> | null = null;
+  const playwrightConfig = buildPlaywrightStdioConfig(sourceDir, agentName);
+  if (playwrightConfig) {
+    try {
+      playwrightClient = await withTimeout(
+        createPlaywrightMcpClient(playwrightConfig),
+        PLAYWRIGHT_MCP_TIMEOUT_MS,
+        `Playwright MCP failed to connect within ${PLAYWRIGHT_MCP_TIMEOUT_MS / 1000}s`
+      );
+      tools.push(...playwrightClient.tools);
+      for (const t of playwrightClient.tools) {
+        toolHandlers.set(t.function.name, (args) => playwrightClient!.executeTool(t.function.name, args));
+      }
+    } catch (err) {
+      console.warn(`Playwright MCP failed to start: ${err instanceof Error ? err.message : err}`);
+    }
+  }
+
+  const openaiTools = tools.map((t) => ({
+    type: 'function' as const,
+    function: {
+      name: t.function.name,
+      description: t.function.description,
+      parameters: t.function.parameters,
+    },
+  }));
+
+  yield {
+    type: 'system',
+    subtype: 'init',
+    model: openaiConfig.model,
+    permissionMode: 'bypassPermissions',
+    mcp_servers: [
+      { name: 'shannon-helper', status: 'connected' },
+      ...(playwrightClient ? [{ name: 'playwright', status: 'connected' as const }] : []),
+    ],
+  };
+
+  const messages: OpenAI.Chat.ChatCompletionMessageParam[] = [
+    { role: 'user', content: prompt },
+  ];
+
+  const maxTurns = options.maxTurns ?? MAX_TURNS;
+  const startTime = Date.now();
+  let lastAssistantContent = '';
+  const savedDeliverableTypes = new Set<string>();
+
+  for (let turn = 0; turn < maxTurns; turn++) {
+    const requestParams: OpenAI.Chat.ChatCompletionCreateParamsNonStreaming = {
+      model: openaiConfig.model,
+      messages,
+      stream: false,
+    };
+    if (openaiTools.length > 0) {
+      requestParams.tools = openaiTools;
+    }
+    const semaphore = getRequestSemaphore();
+    await semaphore.acquire();
+    let response: Awaited<ReturnType<typeof client.chat.completions.create>>;
+    try {
+      response = await client.chat.completions.create(requestParams);
+    } finally {
+      semaphore.release();
+    }
+
+    const choice = response.choices[0];
+    if (!choice?.message) {
+      throw new Error('Empty response from OpenAI-compatible API');
+    }
+
+    const msg = choice.message;
+    const content = typeof msg.content === 'string' ? msg.content : msg.content ?? '';
+
+    if (content) {
+      lastAssistantContent = content;
+      yield {
+        type: 'assistant',
+        message: { content: [{ type: 'text', text: content }] },
+      };
+    }
+
+    const toolCalls = msg.tool_calls ?? [];
+    if (toolCalls.length === 0) {
+      break;
+    }
+
+    messages.push({
+      role: 'assistant',
+      content: msg.content,
+      tool_calls: toolCalls,
+    });
+
+    for (const tc of toolCalls) {
+      const name = tc.function?.name ?? 'unknown';
+      let args: Record<string, unknown> = {};
+      try {
+        args = typeof tc.function?.arguments === 'string'
+          ? (JSON.parse(tc.function.arguments) as Record<string, unknown>)
+          : {};
+      } catch {
+        args = {};
+      }
+
+      yield { type: 'tool_use', name, input: args };
+
+      let result: string;
+      if (name === 'save_deliverable') {
+        const deliverableType = String(args.deliverable_type ?? '');
+        if (savedDeliverableTypes.has(deliverableType)) {
+          result = JSON.stringify({
+            status: 'success',
+            message: 'This deliverable was already saved. Do not call save_deliverable again. Reply with your completion message only (e.g. "PRE-RECON CODE ANALYSIS COMPLETE" or "Done") and no further tool calls.',
+          });
+        } else {
+          const handler = toolHandlers.get(name);
+          result = handler ? await handler(args) : JSON.stringify({ error: 'Unknown tool' });
+          try {
+            const parsed = JSON.parse(result) as { status?: string };
+            if (parsed.status === 'success') {
+              savedDeliverableTypes.add(deliverableType);
+            }
+          } catch {
+            // ignore parse errors
+          }
+        }
+      } else {
+        const handler = toolHandlers.get(name);
+        if (handler) {
+          result = await handler(args);
+        } else if (isBuiltinTool(name)) {
+          result = await executeBuiltinTool(name, args, ctx);
+        } else {
+          result = JSON.stringify({ error: `Unknown tool: ${name}` });
+        }
+      }
+
+      yield { type: 'tool_result', content: result };
+
+      messages.push({
+        role: 'tool',
+        tool_call_id: tc.id ?? `call_${turn}_${name}`,
+        content: result,
+      });
+    }
+  }
+
+  playwrightClient?.close();
+
+  const durationMs = Date.now() - startTime;
+
+  yield {
+    type: 'result',
+    result: lastAssistantContent,
+    total_cost_usd: 0,
+    duration_ms: durationMs,
+  };
+}
+
+/**
+ * Async generator that yields messages in Claude SDK format.
+ * Use with processMessageStream for compatibility with existing pipeline.
+ */
+export async function* openaiQuery(params: OpenAIQueryParams): AsyncGenerator<MessageStreamYield> {
+  yield* openaiQueryInternal(params);
+}
diff --git a/src/ai/openai-tools.ts b/src/ai/openai-tools.ts
new file mode 100644
index 00000000..d51b11b4
--- /dev/null
+++ b/src/ai/openai-tools.ts
@@ -0,0 +1,394 @@
+// Copyright (C) 2025 Keygraph, Inc.
+//
+// This program is free software: you can redistribute it and/or modify
+// it under the terms of the GNU Affero General Public License version 3
+// as published by the Free Software Foundation.
+
+/**
+ * Built-in tools for OpenAI-compatible provider.
+ * Replicates the core capabilities of the Claude Agent SDK's built-in toolset.
+ */
+
+import { exec } from 'child_process';
+import { promisify } from 'util';
+import type { Dirent } from 'fs';
+import { fs, path } from 'zx';
+
+const execAsync = promisify(exec);
+
+const BASH_TIMEOUT_MS = 60000; // 1 minute
+const BASH_MAX_OUTPUT = 500 * 1024; // 500KB
+const SEARCH_MAX_FILES = 1000;
+const SEARCH_MAX_MATCHES = 100;
+
+export interface OpenAITool {
+  type: 'function';
+  function: {
+    name: string;
+    description: string;
+    parameters: {
+      type: 'object';
+      properties: Record<string, { type: string; description?: string; items?: { type: string } }>;
+      required?: string[];
+    };
+  };
+}
+
+export interface ToolHandlerContext {
+  cwd: string;
+}
+
+export type ToolHandler = (
+  args: Record<string, unknown>,
+  ctx: ToolHandlerContext
+) => Promise<string>;
+
+function resolvePath(cwd: string, relativePath: string): string {
+  const resolved = path.resolve(cwd, relativePath);
+  if (!resolved.startsWith(path.resolve(cwd))) {
+    throw new Error(`Path traversal not allowed: ${relativePath}`);
+  }
+  return resolved;
+}
+
+async function bashHandler(
+  args: Record<string, unknown>,
+  ctx: ToolHandlerContext
+): Promise<string> {
+  const command = args.command;
+  if (typeof command !== 'string' || !command.trim()) {
+    return JSON.stringify({ error: 'Missing or invalid command' });
+  }
+
+  try {
+    const { stdout, stderr } = await execAsync(command, {
+      cwd: ctx.cwd,
+      timeout: BASH_TIMEOUT_MS,
+      maxBuffer: BASH_MAX_OUTPUT,
+      shell: '/bin/bash',
+    });
+
+    const output = [stdout, stderr].filter(Boolean).join('\n').trim();
+    return output || '(command completed with no output)';
+  } catch (err) {
+    const message = err instanceof Error ? err.message : String(err);
+    return JSON.stringify({ error: `Command failed: ${message}` });
+  }
+}
+
+async function readFileHandler(
+  args: Record<string, unknown>,
+  ctx: ToolHandlerContext
+): Promise<string> {
+  const filePath = args.path;
+  if (typeof filePath !== 'string') {
+    return JSON.stringify({ error: 'Missing path' });
+  }
+
+  try {
+    const resolved = resolvePath(ctx.cwd, filePath);
+    const content = await fs.readFile(resolved, 'utf-8');
+
+    const startLine = typeof args.start_line === 'number' ? args.start_line : undefined;
+    const endLine = typeof args.end_line === 'number' ? args.end_line : undefined;
+
+    if (startLine !== undefined || endLine !== undefined) {
+      const lines = content.split('\n');
+      const start = Math.max(0, (startLine ?? 1) - 1);
+      const end = endLine !== undefined ? Math.min(lines.length, endLine) : lines.length;
+      return lines.slice(start, end).join('\n');
+    }
+
+    return content;
+  } catch (err) {
+    const message = err instanceof Error ? err.message : String(err);
+    return JSON.stringify({ error: `Failed to read file: ${message}` });
+  }
+}
+
+async function writeFileHandler(
+  args: Record<string, unknown>,
+  ctx: ToolHandlerContext
+): Promise<string> {
+  const filePath = args.path;
+  const contents = args.contents;
+
+  if (typeof filePath !== 'string') {
+    return JSON.stringify({ error: 'Missing path' });
+  }
+  if (typeof contents !== 'string') {
+    return JSON.stringify({ error: 'Missing contents' });
+  }
+
+  try {
+    const resolved = resolvePath(ctx.cwd, filePath);
+    await fs.writeFile(resolved, contents, 'utf-8');
+    return JSON.stringify({ success: true, path: resolved });
+  } catch (err) {
+    const message = err instanceof Error ? err.message : String(err);
+    return JSON.stringify({ error: `Failed to write file: ${message}` });
+  }
+}
+
+async function editFileHandler(
+  args: Record<string, unknown>,
+  ctx: ToolHandlerContext
+): Promise<string> {
+  const filePath = args.path;
+  const oldString = args.old_string;
+  const newString = args.new_string;
+
+  if (typeof filePath !== 'string') {
+    return JSON.stringify({ error: 'Missing path' });
+  }
+  if (typeof oldString !== 'string') {
+    return JSON.stringify({ error: 'Missing old_string' });
+  }
+  if (typeof newString !== 'string') {
+    return JSON.stringify({ error: 'Missing new_string' });
+  }
+
+  try {
+    const resolved = resolvePath(ctx.cwd, filePath);
+    const content = await fs.readFile(resolved, 'utf-8');
+
+    if (!content.includes(oldString)) {
+      return JSON.stringify({ error: 'old_string not found in file' });
+    }
+
+    const newContent = content.replace(oldString, newString);
+    await fs.writeFile(resolved, newContent, 'utf-8');
+    return JSON.stringify({ success: true, path: resolved });
+  } catch (err) {
+    const message = err instanceof Error ? err.message : String(err);
+    return JSON.stringify({ error: `Failed to edit file: ${message}` });
+  }
+}
+
+async function searchFilesHandler(
+  args: Record<string, unknown>,
+  ctx: ToolHandlerContext
+): Promise<string> {
+  const pattern = args.pattern;
+  const directory = args.directory;
+
+  if (typeof pattern !== 'string') {
+    return JSON.stringify({ error: 'Missing pattern' });
+  }
+
+  const patternStr = pattern;
+
+  const searchDir = typeof directory === 'string'
+    ? resolvePath(ctx.cwd, directory)
+    : ctx.cwd;
+
+  try {
+    const results: Array<{ path: string; line: number; content: string }> = [];
+    let fileCount = 0;
+
+    async function searchDirRecursive(dir: string): Promise<void> {
+      if (fileCount >= SEARCH_MAX_FILES || results.length >= SEARCH_MAX_MATCHES) return;
+
+      const entries = await fs.readdir(dir, { withFileTypes: true }).catch(() => []);
+      for (const entry of entries) {
+        if (fileCount >= SEARCH_MAX_FILES || results.length >= SEARCH_MAX_MATCHES) return;
+
+        const fullPath = path.join(dir, entry.name);
+
+        if (entry.isDirectory()) {
+          const base = path.basename(entry.name);
+          if (base === 'node_modules' || base === '.git' || base === 'dist' || base === 'build') continue;
+          await searchDirRecursive(fullPath);
+        } else if (entry.isFile()) {
+          fileCount++;
+          try {
+            const content = await fs.readFile(fullPath, 'utf-8');
+            const lines = content.split('\n');
+            for (let i = 0; i < lines.length && results.length < SEARCH_MAX_MATCHES; i++) {
+              const line = lines[i] ?? '';
+              if (new RegExp(patternStr, 'i').test(line)) {
+                results.push({
+                  path: path.relative(ctx.cwd, fullPath),
+                  line: i + 1,
+                  content: line.trim(),
+                });
+              }
+            }
+          } catch {
+            // Skip binary/unreadable files
+          }
+        }
+      }
+    }
+
+    await searchDirRecursive(searchDir);
+
+    return JSON.stringify({
+      matches: results,
+      truncated: results.length >= SEARCH_MAX_MATCHES,
+    });
+  } catch (err) {
+    const message = err instanceof Error ? err.message : String(err);
+    return JSON.stringify({ error: `Search failed: ${message}` });
+  }
+}
+
+async function listDirectoryHandler(
+  args: Record<string, unknown>,
+  ctx: ToolHandlerContext
+): Promise<string> {
+  const directory = args.path;
+
+  if (typeof directory !== 'string') {
+    return JSON.stringify({ error: 'Missing path' });
+  }
+
+  try {
+    const resolved = resolvePath(ctx.cwd, directory);
+    const entries = await fs.readdir(resolved, { withFileTypes: true });
+
+    const items = entries.map((e: Dirent) => ({
+      name: e.name,
+      type: e.isDirectory() ? 'directory' : 'file',
+    }));
+
+    return JSON.stringify({ path: directory, items });
+  } catch (err) {
+    const message = err instanceof Error ? err.message : String(err);
+    return JSON.stringify({ error: `Failed to list directory: ${message}` });
+  }
+}
+
+const BUILTIN_TOOLS: Array<{
+  definition: OpenAITool;
+  handler: ToolHandler;
+}> = [
+  {
+    definition: {
+      type: 'function',
+      function: {
+        name: 'bash',
+        description: 'Execute a bash command in the project directory. Use for running scripts, package managers, and system commands.',
+        parameters: {
+          type: 'object',
+          properties: {
+            command: { type: 'string', description: 'Bash command to execute' },
+          },
+          required: ['command'],
+        },
+      },
+    },
+    handler: bashHandler,
+  },
+  {
+    definition: {
+      type: 'function',
+      function: {
+        name: 'read_file',
+        description: 'Read contents of a file. Optionally specify line range with start_line and end_line.',
+        parameters: {
+          type: 'object',
+          properties: {
+            path: { type: 'string', description: 'Path to file (relative to project root)' },
+            start_line: { type: 'number', description: 'Optional first line to read (1-indexed)' },
+            end_line: { type: 'number', description: 'Optional last line to read (1-indexed)' },
+          },
+          required: ['path'],
+        },
+      },
+    },
+    handler: readFileHandler,
+  },
+  {
+    definition: {
+      type: 'function',
+      function: {
+        name: 'write_file',
+        description: 'Write or overwrite file contents.',
+        parameters: {
+          type: 'object',
+          properties: {
+            path: { type: 'string', description: 'Path to file (relative to project root)' },
+            contents: { type: 'string', description: 'Content to write' },
+          },
+          required: ['path', 'contents'],
+        },
+      },
+    },
+    handler: writeFileHandler,
+  },
+  {
+    definition: {
+      type: 'function',
+      function: {
+        name: 'edit_file',
+        description: 'Replace old_string with new_string in a file. Use for precise edits.',
+        parameters: {
+          type: 'object',
+          properties: {
+            path: { type: 'string', description: 'Path to file (relative to project root)' },
+            old_string: { type: 'string', description: 'Exact string to replace' },
+            new_string: { type: 'string', description: 'Replacement string' },
+          },
+          required: ['path', 'old_string', 'new_string'],
+        },
+      },
+    },
+    handler: editFileHandler,
+  },
+  {
+    definition: {
+      type: 'function',
+      function: {
+        name: 'search_files',
+        description: 'Search for a regex pattern across files in a directory. Returns matching lines with file paths and line numbers.',
+        parameters: {
+          type: 'object',
+          properties: {
+            pattern: { type: 'string', description: 'Regex pattern to search for' },
+            directory: { type: 'string', description: 'Optional directory to search (default: project root)' },
+          },
+          required: ['pattern'],
+        },
+      },
+    },
+    handler: searchFilesHandler,
+  },
+  {
+    definition: {
+      type: 'function',
+      function: {
+        name: 'list_directory',
+        description: 'List contents of a directory.',
+        parameters: {
+          type: 'object',
+          properties: {
+            path: { type: 'string', description: 'Path to directory (relative to project root)' },
+          },
+          required: ['path'],
+        },
+      },
+    },
+    handler: listDirectoryHandler,
+  },
+];
+
+export function getBuiltinOpenAITools(): OpenAITool[] {
+  return BUILTIN_TOOLS.map((t) => t.definition);
+}
+
+export async function executeBuiltinTool(
+  name: string,
+  args: Record<string, unknown>,
+  ctx: ToolHandlerContext
+): Promise<string> {
+  const tool = BUILTIN_TOOLS.find((t) => t.definition.function.name === name);
+  if (!tool) {
+    return JSON.stringify({ error: `Unknown built-in tool: ${name}` });
+  }
+  return tool.handler(args, ctx);
+}
+
+export function isBuiltinTool(name: string): boolean {
+  return BUILTIN_TOOLS.some((t) => t.definition.function.name === name);
+}
diff --git a/src/ai/provider-config.ts b/src/ai/provider-config.ts
new file mode 100644
index 00000000..d29886ff
--- /dev/null
+++ b/src/ai/provider-config.ts
@@ -0,0 +1,54 @@
+// Copyright (C) 2025 Keygraph, Inc.
+//
+// This program is free software: you can redistribute it and/or modify
+// it under the terms of the GNU Affero General Public License version 3
+// as published by the Free Software Foundation.
+
+/**
+ * Provider selection and configuration for AI execution.
+ * Supports 'claude' (Claude Agent SDK) and 'openai' (OpenAI-compatible APIs).
+ */
+
+export type AIProvider = 'claude' | 'openai';
+
+export interface OpenAIProviderConfig {
+  baseUrl: string;
+  apiKey: string;
+  model: string;
+}
+
+export interface ProviderConfig {
+  provider: AIProvider;
+  openai?: OpenAIProviderConfig;
+}
+
+/**
+ * Get the current AI provider configuration from environment variables.
+ */
+export function getProviderConfig(): ProviderConfig {
+  const provider = (process.env.AI_PROVIDER ?? 'claude').toLowerCase() as AIProvider;
+
+  if (provider === 'openai') {
+    const baseUrl = process.env.AI_BASE_URL ?? 'https://api.openai.com/v1';
+    const apiKey = process.env.AI_API_KEY ?? '';
+    const model = process.env.AI_MODEL ?? 'gpt-4o';
+
+    return {
+      provider: 'openai',
+      openai: {
+        baseUrl: baseUrl.replace(/\/$/, ''), // trim trailing slash
+        apiKey,
+        model,
+      },
+    };
+  }
+
+  return { provider: 'claude' };
+}
+
+/**
+ * Check if the OpenAI-compatible provider is active.
+ */
+export function isOpenAIProvider(): boolean {
+  return getProviderConfig().provider === 'openai';
+}
diff --git a/src/audit/workflow-logger.ts b/src/audit/workflow-logger.ts
index d64ff4f4..14d03f0d 100644
--- a/src/audit/workflow-logger.ts
+++ b/src/audit/workflow-logger.ts
@@ -15,6 +15,7 @@ import fs from 'fs';
 import path from 'path';
 import { generateWorkflowLogPath, ensureDirectory, type SessionMetadata } from './utils.js';
 import { formatDuration, formatTimestamp } from '../utils/formatting.js';
+import { isOpenAIProvider, getProviderConfig } from '../ai/provider-config.js';
 
 export interface AgentLogDetails {
   attemptNumber?: number;
@@ -83,18 +84,36 @@ export class WorkflowLogger {
    * Write header to log file
    */
   private async writeHeader(): Promise<void> {
-    const header = [
+    const lines = [
       `================================================================================`,
       `Shannon Pentest - Workflow Log`,
       `================================================================================`,
       `Workflow ID: ${this.sessionMetadata.id}`,
       `Target URL:  ${this.sessionMetadata.webUrl}`,
       `Started:     ${formatTimestamp()}`,
-      `================================================================================`,
-      ``,
-    ].join('\n');
+    ];
+
+    if (isOpenAIProvider()) {
+      const config = getProviderConfig();
+      const openai = config.openai;
+      const maxConcurrent = parseInt(process.env.AI_MAX_CONCURRENT_REQUESTS ?? '2', 10) || 2;
+      const requestTimeoutMs = parseInt(process.env.AI_REQUEST_TIMEOUT_MS ?? '120000', 10) || 120000;
+      const requestTimeoutSec = Math.round(requestTimeoutMs / 1000);
+      lines.push(
+        `--------------------------------------------------------------------------------`,
+        `OpenAI Provider`,
+        `--------------------------------------------------------------------------------`,
+        `Model:           ${openai?.model ?? 'N/A'}`,
+        `API URL:         ${openai?.baseUrl ?? 'N/A'}`,
+        `Max concurrent:   ${maxConcurrent}`,
+        `Request timeout:  ${requestTimeoutSec}s`,
+        `--------------------------------------------------------------------------------`
+      );
+    }
+
+    lines.push(`================================================================================`, ``);
 
-    return this.writeRaw(header);
+    return this.writeRaw(lines.join('\n'));
   }
 
   /**