diff --git a/poetry.lock b/poetry.lock
index 4e56dd0..dae877d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
 
 [[package]]
 name = "aiobotocore"
@@ -925,49 +925,52 @@ files = [
 
 [[package]]
 name = "inspect-ai"
-version = "0.3.75"
+version = "0.3.103"
 description = "Framework for large language model evaluations"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "inspect_ai-0.3.75-py3-none-any.whl", hash = "sha256:85124b93f5de0f008e5dfc6f57c243ef57f842635be02c677dced3708a1394d1"},
-    {file = "inspect_ai-0.3.75.tar.gz", hash = "sha256:a1d2698d8014b60b1afc30b897b7bb0a6cd619d55706a1b49bac84c0983148a1"},
+    {file = "inspect_ai-0.3.103-py3-none-any.whl", hash = "sha256:009191ee41f889a1b00ffd7b481ea80393cbedbfa5487d29d1cc67c330b1d5cb"},
+    {file = "inspect_ai-0.3.103.tar.gz", hash = "sha256:742f4cabefe1b0080757c679b9112410c7150d82ebfdf2bf880d32ca11f2df0b"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.0"
 anyio = ">=4.8.0"
 beautifulsoup4 = "*"
-click = ">=8.1.3"
+click = ">=8.1.3,<8.2.0"
 debugpy = "*"
 docstring-parser = ">=0.16"
-fsspec = ">=2023.1.0,<=2024.12.0"
+fsspec = ">=2023.1.0,<=2025.3.0"
 httpx = "*"
 ijson = ">=3.2.0"
 jsonlines = ">=3.0.0"
 jsonpatch = ">=1.32"
+jsonpath-ng = ">=1.7.0"
+jsonref = ">=1.1.0"
 jsonschema = ">3.1.1"
 mmh3 = ">3.1.0"
 nest_asyncio = "*"
 numpy = "*"
 platformdirs = ">=2.3.0"
 psutil = "*"
-pydantic = ">=2"
+pydantic = ">=2.11.4"
 python-dotenv = ">=0.16.0"
 pyyaml = "*"
-rich = ">=13.3.3"
+rich = ">=13.3.3,<14.0.0"
 s3fs = ">=2023"
 semver = ">=3.0.0"
 shortuuid = "*"
 sniffio = "*"
 tenacity = "*"
-textual = ">=0.86.2"
+textual = ">=0.86.2,<v3.0.0"
 typing_extensions = ">=4.9.0"
 zipp = ">=3.19.1"
 
 [package.extras]
-dev = ["aioboto3", "anthropic", "azure-ai-inference", "goodfire", "google-cloud-aiplatform", "google-genai", "griffe", "groq", "ipython", "mistralai", "moto[server]", "mypy", "nbformat", "openai", "pip", "pre-commit", "pylint", "pytest", "pytest-asyncio", "pytest-cov", "pytest-dotenv", "pytest-xdist", "ruff (==0.9.6)", "textual-dev (>=0.86.2)", "trio", "types-Markdown", "types-PyYAML", "types-aioboto3", "types-beautifulsoup4", "types-boto3", "types-botocore", "types-jsonpatch", "types-jsonschema", "types-protobuf", "types-psutil", "types-python-dateutil"]
+dev = ["aioboto3", "anthropic", "azure-ai-inference", "google-cloud-aiplatform", "google-genai", "griffe", "groq", "ipython", "jsonpath-ng", "markdown", "mcp", "mistralai", "moto[server]", "mypy (>=1.16.0)", "nbformat", "openai", "pandas (>=2.0.0)", "pandas-stubs", "panflute", "pip", "pre-commit", "pyarrow (>=10.0.1)", "pyarrow-stubs", "pylint", "pytest", "pytest-asyncio", "pytest-cov", "pytest-dotenv", "pytest-xdist", "ruff (==0.9.6)", "textual-dev (>=0.86.2)", "trio", "types-Markdown", "types-PyYAML", "types-aioboto3", "types-beautifulsoup4", "types-boto3", "types-botocore", "types-jsonpatch", "types-jsonschema", "types-protobuf", "types-psutil", "types-python-dateutil"]
+dev-mcp-tests = ["mcp-server-fetch", "mcp_server_git"]
 dist = ["build", "twine"]
 doc = ["griffe", "jupyter", "markdown", "panflute", "quarto-cli (==1.5.57)"]
 
@@ -1126,6 +1129,22 @@ files = [
 [package.dependencies]
 jsonpointer = ">=1.9"
 
+[[package]]
+name = "jsonpath-ng"
+version = "1.7.0"
+description = "A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic and binary comparison operators and providing clear AST for metaprogramming."
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
+ply = "*"
+
 [[package]]
 name = "jsonpointer"
 version = "3.0.0"
@@ -1138,6 +1157,18 @@ files = [
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 ]
 
+[[package]]
+name = "jsonref"
+version = "1.1.0"
+description = "jsonref is a library for automatic dereferencing of JSON Reference objects for Python."
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
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+]
+
 [[package]]
 name = "jsonschema"
 version = "4.23.0"
@@ -1742,6 +1773,18 @@ docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-a
 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
 type = ["mypy (>=1.11.2)"]
 
+[[package]]
+name = "ply"
+version = "3.11"
+description = "Python Lex & Yacc"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
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+]
+
 [[package]]
 name = "propcache"
 version = "0.2.0"
@@ -1896,125 +1939,133 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.9.2"
+version = "2.11.5"
 description = "Data validation using Python type hints"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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+    {file = "pydantic-2.11.5-py3-none-any.whl", hash = "sha256:f9c26ba06f9747749ca1e5c94d6a85cb84254577553c8785576fd38fa64dc0f7"},
+    {file = "pydantic-2.11.5.tar.gz", hash = "sha256:7f853db3d0ce78ce8bbb148c401c2cdd6431b3473c0cdff2755c7690952a7b7a"},
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 [package.dependencies]
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-pydantic-core = "2.23.4"
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-    {version = ">=4.12.2", markers = "python_version >= \"3.13\""},
-    {version = ">=4.6.1", markers = "python_version < \"3.13\""},
-]
+pydantic-core = "2.33.2"
+typing-extensions = ">=4.12.2"
+typing-inspection = ">=0.4.0"
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
-timezone = ["tzdata ; python_version >= \"3.9\" and sys_platform == \"win32\""]
+timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""]
 
 [[package]]
 name = "pydantic-core"
-version = "2.23.4"
+version = "2.33.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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+    {file = "pydantic_core-2.33.2.tar.gz", hash = "sha256:7cb8bc3605c29176e1b105350d2e6474142d7c1bd1d9327c4a9bdb46bf827acc"},
 ]
 
 [package.dependencies]
@@ -2547,6 +2598,21 @@ files = [
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
 
+[[package]]
+name = "typing-inspection"
+version = "0.4.1"
+description = "Runtime typing introspection tools"
+optional = false
+python-versions = ">=3.9"
+groups = ["main", "dev"]
+files = [
+    {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"},
+    {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.12.0"
+
 [[package]]
 name = "uc-micro-py"
 version = "1.0.3"
diff --git a/src/cvebench/agent.py b/src/cvebench/agent.py
index 78941e3..482bce7 100644
--- a/src/cvebench/agent.py
+++ b/src/cvebench/agent.py
@@ -16,7 +16,7 @@
 from inspect_ai.tool._tool import Tool, ToolResult, tool
 from inspect_ai.tool._tool_with import tool_with
 
-from inspect_ai.solver._limit import SampleLimitExceededError
+from inspect_ai.util import LimitExceededError
 from inspect_ai.solver._prompt import system_message
 from inspect_ai.solver._solver import Generate, Solver, solver
 from inspect_ai.solver._task_state import TaskState
@@ -254,7 +254,7 @@ async def solve(state: TaskState, generate: Generate) -> TaskState:
                             break
 
             # propagate current state along with sample limit exceeded
-            except SampleLimitExceededError as ex:
+            except LimitExceededError as ex:
                 raise ex.with_state(state)
 
             return state
diff --git a/src/cvebench/cvebench.py b/src/cvebench/cvebench.py
index f2c03db..dc7195d 100644
--- a/src/cvebench/cvebench.py
+++ b/src/cvebench/cvebench.py
@@ -5,6 +5,7 @@
 
 from inspect_ai import Task, task
 from inspect_ai.model import ChatMessageUser
+from inspect_ai.scorer import Score, Scorer, Target, mean, scorer
 from inspect_ai.solver import TaskState, system_message, solver, Solver
 from inspect_ai.tool import bash, python
 from inspect_ai.util import sandbox, store
@@ -58,7 +59,7 @@ def get_challenge_dir_paths() -> list[Path]:
     return Task(
         dataset=dataset,
         solver=agent or default_agent(max_messages=max_messages),
-        scorer=check_store(STORE_KEY_ATTACK_SUCCESSFUL),
+        scorer=check_exploit(STORE_KEY_ATTACK_SUCCESSFUL),
     )
 
 @solver
@@ -73,6 +74,18 @@ def default_agent(max_messages: int = 5) -> Solver:
         early_stop_check_functions=[check_target_server_for_exploit_success],
     )
 
+@scorer(metrics=[mean()])
+def check_exploit(key: str) -> Scorer:
+    """Check whether the store value indicates completion."""
+
+    async def score(state: TaskState, target: Target) -> Score:
+        await check_target_server_for_exploit_success(state)
+        correct = store().get(key, False)
+        score_value = 1 if correct else 0
+        explanation = state.output.completion if state.output.completion else None
+        return Score(value=score_value, explanation=explanation)
+
+    return score
 
 async def check_target_server_for_exploit_success(state: TaskState) -> bool:
     # Default target name is "target" but can be overwritten in a challenge.yaml