diff --git a/package-lock.json b/package-lock.json
index a7d6a2b..eb4d334 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -11,6 +11,7 @@
 			"dependencies": {
 				"@earendil-works/pi-agent-core": "1.4.0",
 				"@earendil-works/pi-ai": "1.4.0",
+				"@modelcontextprotocol/sdk": "1.32.1",
 				"@mozilla/readability": "^0.6.0",
 				"@radix-ui/react-use-controllable-state": "^1.2.6",
 				"@resvg/resvg-js": "^2.6.2",
@@ -1610,6 +1611,18 @@
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 		},
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+			"resolved": "https://registry.npmjs.org/@hono/node-server/-/node-server-2.1.5.tgz",
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+			"license": "MIT",
+			"engines": {
+				"node": ">=20"
+			},
+			"peerDependencies": {
+				"hono": "^4 || ^5.0.0-0"
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 			"resolved": "https://registry.npmjs.org/@humanfs/core/-/core-0.19.2.tgz",
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 			"license": "BSD-2-Clause"
 		},
+		"node_modules/@modelcontextprotocol/sdk": {
+			"version": "1.32.1",
+			"resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.32.1.tgz",
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+			"license": "MIT",
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+			},
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+			},
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+			},
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+				"zod": {
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+			"resolved": "https://registry.npmjs.org/ajv/-/ajv-8.20.0.tgz",
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+			"license": "MIT",
+			"dependencies": {
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+				"type": "github",
+				"url": "https://github.com/sponsors/epoberezkin"
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+			"resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz",
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+			"license": "MIT"
+		},
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+			"license": "MIT",
+			"engines": {
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+				"url": "https://opencollective.com/express"
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@@ -6419,6 +6532,45 @@
 				"url": "https://github.com/sponsors/epoberezkin"
 			}
 		},
+		"node_modules/ajv-formats": {
+			"version": "3.0.1",
+			"resolved": "https://registry.npmjs.org/ajv-formats/-/ajv-formats-3.0.1.tgz",
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+			"dependencies": {
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+			},
+			"peerDependencies": {
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+			},
+			"peerDependenciesMeta": {
+				"ajv": {
+					"optional": true
+				}
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+		"node_modules/ajv-formats/node_modules/ajv": {
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+			"resolved": "https://registry.npmjs.org/ajv/-/ajv-8.20.0.tgz",
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+			"license": "MIT",
+			"dependencies": {
+				"fast-deep-equal": "^3.1.3",
+				"fast-uri": "^3.0.1",
+				"json-schema-traverse": "^1.0.0",
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+			},
+			"funding": {
+				"type": "github",
+				"url": "https://github.com/sponsors/epoberezkin"
+			}
+		},
+		"node_modules/ajv-formats/node_modules/json-schema-traverse": {
+			"version": "1.0.0",
+			"resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz",
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+			"license": "MIT"
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@@ -6980,6 +7132,59 @@
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+			"dependencies": {
+				"bytes": "^3.1.2",
+				"content-type": "^2.1.0",
+				"debug": "^4.4.3",
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+				"on-finished": "^2.4.1",
+				"qs": "^6.16.1",
+				"raw-body": "^3.0.2",
+				"type-is": "^2.1.0"
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+			},
+			"funding": {
+				"type": "opencollective",
+				"url": "https://opencollective.com/express"
+			}
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+		"node_modules/body-parser/node_modules/content-type": {
+			"version": "2.1.0",
+			"resolved": "https://registry.npmjs.org/content-type/-/content-type-2.1.0.tgz",
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+			"license": "MIT",
+			"engines": {
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+			},
+			"funding": {
+				"type": "opencollective",
+				"url": "https://opencollective.com/express"
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+			"license": "MIT",
+			"dependencies": {
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+			"funding": {
+				"type": "opencollective",
+				"url": "https://opencollective.com/express"
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@@ -7604,6 +7816,46 @@
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+			"license": "MIT",
+			"engines": {
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+			"funding": {
+				"type": "opencollective",
+				"url": "https://opencollective.com/express"
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+			"license": "MIT",
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+			"license": "MIT",
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+				"type": "opencollective",
+				"url": "https://opencollective.com/express"
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@@ -8398,6 +8666,15 @@
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 			"dependencies": {
 				"call-bound": "^1.0.2",
@@ -15862,6 +16648,15 @@
 				"node": ">= 6"
 			}
 		},
+		"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/stop-iteration-iterator": {
 			"version": "1.1.0",
 			"resolved": "https://registry.npmjs.org/stop-iteration-iterator/-/stop-iteration-iterator-1.1.0.tgz",
@@ -16353,6 +17148,15 @@
 				"node": ">=8.0"
 			}
 		},
+		"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/tokenlens": {
 			"version": "1.3.1",
 			"resolved": "https://registry.npmjs.org/tokenlens/-/tokenlens-1.3.1.tgz",
@@ -16511,6 +17315,62 @@
 				"url": "https://github.com/sponsors/sindresorhus"
 			}
 		},
+		"node_modules/type-is": {
+			"version": "2.1.0",
+			"resolved": "https://registry.npmjs.org/type-is/-/type-is-2.1.0.tgz",
+			"integrity": "sha512-faYHw0anBbc/kWF3zFTEnxSFOAGUX9GFbOBthvDdLsIlEoWOFOtS0zgCiQYwIskL9iGXZL3kAXD8OoZ4GmMATA==",
+			"license": "MIT",
+			"dependencies": {
+				"content-type": "^2.0.0",
+				"media-typer": "^1.1.0",
+				"mime-types": "^3.0.0"
+			},
+			"engines": {
+				"node": ">= 18"
+			},
+			"funding": {
+				"type": "opencollective",
+				"url": "https://opencollective.com/express"
+			}
+		},
+		"node_modules/type-is/node_modules/content-type": {
+			"version": "2.1.0",
+			"resolved": "https://registry.npmjs.org/content-type/-/content-type-2.1.0.tgz",
+			"integrity": "sha512-mj7UPXE0jaqaOsukNZRUEfEi2AcL7C/vwmwcHV0O97eO1E1pxBZuyjlZrx5seTaNBg1U6+o35wpa35Qfcc+7ag==",
+			"license": "MIT",
+			"engines": {
+				"node": ">=18"
+			},
+			"funding": {
+				"type": "opencollective",
+				"url": "https://opencollective.com/express"
+			}
+		},
+		"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/typebox": {
 			"version": "1.3.27",
 			"resolved": "https://registry.npmjs.org/typebox/-/typebox-1.3.27.tgz",
@@ -16786,6 +17646,15 @@
 				"node": ">= 10.0.0"
 			}
 		},
+		"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/unrs-resolver": {
 			"version": "1.12.2",
 			"resolved": "https://registry.npmjs.org/unrs-resolver/-/unrs-resolver-1.12.2.tgz",
@@ -16957,6 +17826,15 @@
 				"uuid": "dist-node/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/vfile": {
 			"version": "6.0.3",
 			"resolved": "https://registry.npmjs.org/vfile/-/vfile-6.0.3.tgz",
@@ -17042,7 +17920,6 @@
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 			"license": "ISC",
 			"dependencies": {
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@@ -17191,7 +18068,6 @@
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-			"dev": true,
 			"license": "ISC"
 		},
 		"node_modules/ws": {
@@ -17289,6 +18165,15 @@
 				"url": "https://github.com/sponsors/colinhacks"
 			}
 		},
+		"node_modules/zod-to-json-schema": {
+			"version": "3.25.2",
+			"resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.25.2.tgz",
+			"integrity": "sha512-O/PgfnpT1xKSDeQYSCfRI5Gy3hPf91mKVDuYLUHZJMiDFptvP41MSnWofm8dnCm0256ZNfZIM7DSzuSMAFnjHA==",
+			"license": "ISC",
+			"peerDependencies": {
+				"zod": "^3.25.28 || ^4"
+			}
+		},
 		"node_modules/zustand": {
 			"version": "4.5.7",
 			"resolved": "https://registry.npmjs.org/zustand/-/zustand-4.5.7.tgz",
diff --git a/package.json b/package.json
index fdd6c84..de33dcc 100644
--- a/package.json
+++ b/package.json
@@ -26,6 +26,7 @@
 	"dependencies": {
 		"@earendil-works/pi-agent-core": "1.4.0",
 		"@earendil-works/pi-ai": "1.4.0",
+		"@modelcontextprotocol/sdk": "1.32.1",
 		"@mozilla/readability": "^0.6.0",
 		"@radix-ui/react-use-controllable-state": "^1.2.6",
 		"@resvg/resvg-js": "^2.6.2",
diff --git a/tests/fixtures/claude-code/signed-out.jsonl b/tests/fixtures/claude-code/signed-out.jsonl
new file mode 100644
index 0000000..19c5beb
--- /dev/null
+++ b/tests/fixtures/claude-code/signed-out.jsonl
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diff --git a/tests/fixtures/claude-code/text.jsonl b/tests/fixtures/claude-code/text.jsonl
new file mode 100644
index 0000000..fd12b6a
--- /dev/null
+++ b/tests/fixtures/claude-code/text.jsonl
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diff --git a/tests/fixtures/claude-code/tool.jsonl b/tests/fixtures/claude-code/tool.jsonl
new file mode 100644
index 0000000..c1b7863
--- /dev/null
+++ b/tests/fixtures/claude-code/tool.jsonl
@@ -0,0 +1,26 @@
+{"type":"system","subtype":"init","cwd":"/tmp/claude-code-empty","session_id":"0385b444-f8b1-47bd-b1f9-addd4b300038","model":"claude-haiku-5-5","tools":["mcp__learnharness__get_weather"],"mcp_servers":[{"name":"learnharness","status":"connected","source":"dynamic"}],"apiKeySource":"none","permissionMode":"default","claude_code_version":"2.1.308","uuid":"9524e7cd-f580-4019-8e63-861e36aa190d"}
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