diff --git a/pdm.lock b/pdm.lock
index 88c11d9a..24c09d56 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -2,10 +2,10 @@
 # It is not intended for manual editing.
 
 [metadata]
-groups = ["default", "android", "chat", "pynput", "test", "web"]
+groups = ["default", "all", "android", "chat", "dev", "mcp", "pynput", "test", "web"]
 strategy = ["inherit_metadata"]
 lock_version = "4.5.0"
-content_hash = "sha256:cddcbf34746f07954e7be404593f3972cacc6c15aae3dcc3576937f46bf64a0a"
+content_hash = "sha256:c4c815df35c7f817156b1db01cf65a70559e024220543b4e15b8b64f1669c070"
 
 [[metadata.targets]]
 requires_python = ">=3.10"
@@ -15,7 +15,7 @@ name = "annotated-types"
 version = "0.7.0"
 requires_python = ">=3.8"
 summary = "Reusable constraint types to use with typing.Annotated"
-groups = ["default", "chat"]
+groups = ["default", "all", "chat", "dev", "mcp"]
 dependencies = [
     "typing-extensions>=4.0.0; python_version < \"3.9\"",
 ]
@@ -49,7 +49,7 @@ name = "anyio"
 version = "4.9.0"
 requires_python = ">=3.9"
 summary = "High level compatibility layer for multiple asynchronous event loop implementations"
-groups = ["default", "chat"]
+groups = ["default", "all", "chat", "mcp"]
 dependencies = [
     "exceptiongroup>=1.0.2; python_version < \"3.11\"",
     "idna>=2.8",
@@ -61,6 +61,42 @@ files = [
     {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
 ]
 
+[[package]]
+name = "argcomplete"
+version = "3.6.2"
+requires_python = ">=3.8"
+summary = "Bash tab completion for argparse"
+groups = ["dev"]
+files = [
+    {file = "argcomplete-3.6.2-py3-none-any.whl", hash = "sha256:65b3133a29ad53fb42c48cf5114752c7ab66c1c38544fdf6460f450c09b42591"},
+    {file = "argcomplete-3.6.2.tar.gz", hash = "sha256:d0519b1bc867f5f4f4713c41ad0aba73a4a5f007449716b16f385f2166dc6adf"},
+]
+
+[[package]]
+name = "attrs"
+version = "25.3.0"
+requires_python = ">=3.8"
+summary = "Classes Without Boilerplate"
+groups = ["all", "mcp"]
+files = [
+    {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
+    {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
+]
+
+[[package]]
+name = "authlib"
+version = "1.6.1"
+requires_python = ">=3.9"
+summary = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
+groups = ["all", "mcp"]
+dependencies = [
+    "cryptography",
+]
+files = [
+    {file = "authlib-1.6.1-py2.py3-none-any.whl", hash = "sha256:e9d2031c34c6309373ab845afc24168fe9e93dc52d252631f52642f21f5ed06e"},
+    {file = "authlib-1.6.1.tar.gz", hash = "sha256:4dffdbb1460ba6ec8c17981a4c67af7d8af131231b5a36a88a1e8c80c111cdfd"},
+]
+
 [[package]]
 name = "backoff"
 version = "2.2.1"
@@ -72,17 +108,113 @@ files = [
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
 ]
 
+[[package]]
+name = "black"
+version = "25.1.0"
+requires_python = ">=3.9"
+summary = "The uncompromising code formatter."
+groups = ["dev"]
+dependencies = [
+    "click>=8.0.0",
+    "mypy-extensions>=0.4.3",
+    "packaging>=22.0",
+    "pathspec>=0.9.0",
+    "platformdirs>=2",
+    "tomli>=1.1.0; python_version < \"3.11\"",
+    "typing-extensions>=4.0.1; python_version < \"3.11\"",
+]
+files = [
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+    {file = "black-25.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e519ecf93120f34243e6b0054db49c00a35f84f195d5bce7e9f5cfc578fc2da"},
+    {file = "black-25.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:055e59b198df7ac0b7efca5ad7ff2516bca343276c466be72eb04a3bcc1f82d7"},
+    {file = "black-25.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:db8ea9917d6f8fc62abd90d944920d95e73c83a5ee3383493e35d271aca872e9"},
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+    {file = "black-25.1.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:030b9759066a4ee5e5aca28c3c77f9c64789cdd4de8ac1df642c40b708be6171"},
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+    {file = "black-25.1.0.tar.gz", hash = "sha256:33496d5cd1222ad73391352b4ae8da15253c5de89b93a80b3e2c8d9a19ec2666"},
+]
+
 [[package]]
 name = "certifi"
 version = "2025.1.31"
 requires_python = ">=3.6"
 summary = "Python package for providing Mozilla's CA Bundle."
-groups = ["default"]
+groups = ["default", "all", "mcp"]
 files = [
     {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
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 ]
 
+[[package]]
+name = "cffi"
+version = "1.17.1"
+requires_python = ">=3.8"
+summary = "Foreign Function Interface for Python calling C code."
+groups = ["all", "mcp"]
+marker = "platform_python_implementation != \"PyPy\""
+dependencies = [
+    "pycparser",
+]
+files = [
+    {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
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+    {file = "cffi-1.17.1-cp313-cp313-win32.whl", hash = "sha256:e03eab0a8677fa80d646b5ddece1cbeaf556c313dcfac435ba11f107ba117b5d"},
+    {file = "cffi-1.17.1-cp313-cp313-win_amd64.whl", hash = "sha256:f6a16c31041f09ead72d69f583767292f750d24913dadacf5756b966aacb3f1a"},
+    {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"},
+]
+
 [[package]]
 name = "charset-normalizer"
 version = "3.4.1"
@@ -151,7 +283,7 @@ name = "click"
 version = "8.1.8"
 requires_python = ">=3.7"
 summary = "Composable command line interface toolkit"
-groups = ["chat"]
+groups = ["all", "chat", "dev", "mcp"]
 dependencies = [
     "colorama; platform_system == \"Windows\"",
     "importlib-metadata; python_version < \"3.8\"",
@@ -166,7 +298,7 @@ name = "colorama"
 version = "0.4.6"
 requires_python = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 summary = "Cross-platform colored terminal text."
-groups = ["default", "chat", "test"]
+groups = ["default", "all", "chat", "dev", "mcp", "test"]
 marker = "sys_platform == \"win32\" or platform_system == \"Windows\""
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
@@ -302,6 +434,97 @@ files = [
     {file = "coverage-7.8.0.tar.gz", hash = "sha256:7a3d62b3b03b4b6fd41a085f3574874cf946cb4604d2b4d3e8dca8cd570ca501"},
 ]
 
+[[package]]
+name = "cryptography"
+version = "45.0.5"
+requires_python = "!=3.9.0,!=3.9.1,>=3.7"
+summary = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+groups = ["all", "mcp"]
+dependencies = [
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+version = "3.22.2"
+requires_python = ">=3.9"
+summary = "Intuitive, easy CLIs based on type hints."
+groups = ["all", "mcp"]
+dependencies = [
+    "attrs>=23.1.0",
+    "docstring-parser>=0.15; python_version < \"4.0\"",
+    "importlib-metadata>=4.4; python_version < \"3.10\"",
+    "rich-rst<2.0.0,>=1.3.1",
+    "rich>=13.6.0",
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+
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+version = "0.31.2"
+requires_python = ">=3.9"
+summary = "Datamodel Code Generator"
+groups = ["dev"]
+dependencies = [
+    "argcomplete<4,>=2.10.1",
+    "black>=19.10b0",
+    "genson<2,>=1.2.1",
+    "inflect<8,>=4.1",
+    "isort<7,>=4.3.21",
+    "jinja2<4,>=2.10.1",
+    "packaging",
+    "pydantic>=1.5",
+    "pyyaml>=6.0.1",
+    "tomli<3,>=2.2.1; python_version <= \"3.11\"",
+]
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+
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 name = "distro"
 version = "1.9.0"
@@ -313,12 +536,61 @@ files = [
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+summary = "DNS toolkit"
+groups = ["all", "mcp"]
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+
+[[package]]
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+version = "0.17.0"
+requires_python = ">=3.8"
+summary = "Parse Python docstrings in reST, Google and Numpydoc format"
+groups = ["all", "mcp"]
+marker = "python_version < \"4.0\""
+files = [
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+[[package]]
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+requires_python = ">=3.9"
+summary = "Docutils -- Python Documentation Utilities"
+groups = ["all", "mcp"]
+files = [
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+]
+
+[[package]]
+name = "email-validator"
+version = "2.2.0"
+requires_python = ">=3.8"
+summary = "A robust email address syntax and deliverability validation library."
+groups = ["all", "mcp"]
+dependencies = [
+    "dnspython>=2.0.0",
+    "idna>=2.0.0",
+]
+files = [
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+]
+
 [[package]]
 name = "evdev"
 version = "1.9.2"
 requires_python = ">=3.8"
 summary = "Bindings to the Linux input handling subsystem"
-groups = ["chat", "pynput"]
+groups = ["all", "chat", "pynput"]
 marker = "\"linux\" in sys_platform"
 files = [
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@@ -329,8 +601,7 @@ name = "exceptiongroup"
 version = "1.2.2"
 requires_python = ">=3.7"
 summary = "Backport of PEP 654 (exception groups)"
-groups = ["default", "chat", "test"]
-marker = "python_version < \"3.11\""
+groups = ["default", "all", "chat", "mcp", "test"]
 files = [
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@@ -352,7 +623,7 @@ name = "fastapi"
 version = "0.115.12"
 requires_python = ">=3.8"
 summary = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
-groups = ["chat"]
+groups = ["all", "chat"]
 dependencies = [
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 ]
 
+[[package]]
+name = "fastmcp"
+version = "2.10.6"
+requires_python = ">=3.10"
+summary = "The fast, Pythonic way to build MCP servers and clients."
+groups = ["all", "mcp"]
+dependencies = [
+    "authlib>=1.5.2",
+    "cyclopts>=3.0.0",
+    "exceptiongroup>=1.2.2",
+    "httpx>=0.28.1",
+    "mcp>=1.10.0",
+    "openapi-pydantic>=0.5.1",
+    "pydantic[email]>=2.11.7",
+    "pyperclip>=1.9.0",
+    "python-dotenv>=1.1.0",
+    "rich>=13.9.4",
+]
+files = [
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+    {file = "fastmcp-2.10.6.tar.gz", hash = "sha256:5a7b3301f9f1b64610430caef743ac70175c4b812e1949f037e4db65b0a42c5a"},
+]
+
 [[package]]
 name = "filelock"
 version = "3.18.0"
@@ -385,6 +679,16 @@ files = [
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+[[package]]
+name = "genson"
+version = "1.3.0"
+summary = "GenSON is a powerful, user-friendly JSON Schema generator."
+groups = ["dev"]
+files = [
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+]
+
 [[package]]
 name = "gradio-client"
 version = "1.8.0"
@@ -409,7 +713,7 @@ name = "greenlet"
 version = "3.2.3"
 requires_python = ">=3.9"
 summary = "Lightweight in-process concurrent programming"
-groups = ["chat", "test", "web"]
+groups = ["all", "chat", "test", "web"]
 files = [
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@@ -473,107 +777,107 @@ files = [
 
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 name = "grpcio"
-version = "1.71.0"
+version = "1.73.1"
 requires_python = ">=3.9"
 summary = "HTTP/2-based RPC framework"
-groups = ["default", "test"]
-files = [
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@@ -581,7 +885,7 @@ name = "h11"
 version = "0.14.0"
 requires_python = ">=3.7"
 summary = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-groups = ["default", "chat"]
+groups = ["default", "all", "chat", "mcp"]
 dependencies = [
     "typing-extensions; python_version < \"3.8\"",
 ]
@@ -595,7 +899,7 @@ name = "httpcore"
 version = "1.0.7"
 requires_python = ">=3.8"
 summary = "A minimal low-level HTTP client."
-groups = ["default"]
+groups = ["default", "all", "mcp"]
 dependencies = [
     "certifi",
     "h11<0.15,>=0.13",
@@ -610,7 +914,7 @@ name = "httpx"
 version = "0.28.1"
 requires_python = ">=3.8"
 summary = "The next generation HTTP client."
-groups = ["default"]
+groups = ["default", "all", "mcp"]
 dependencies = [
     "anyio",
     "certifi",
@@ -622,6 +926,17 @@ files = [
     {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
 ]
 
+[[package]]
+name = "httpx-sse"
+version = "0.4.1"
+requires_python = ">=3.9"
+summary = "Consume Server-Sent Event (SSE) messages with HTTPX."
+groups = ["all", "mcp"]
+files = [
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+]
+
 [[package]]
 name = "huggingface-hub"
 version = "0.30.1"
@@ -647,12 +962,28 @@ name = "idna"
 version = "3.10"
 requires_python = ">=3.6"
 summary = "Internationalized Domain Names in Applications (IDNA)"
-groups = ["default", "chat"]
+groups = ["default", "all", "chat", "mcp"]
 files = [
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 ]
 
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+version = "7.5.0"
+requires_python = ">=3.9"
+summary = "Correctly generate plurals, singular nouns, ordinals, indefinite articles"
+groups = ["dev"]
+dependencies = [
+    "more-itertools>=8.5.0",
+    "typeguard>=4.0.1",
+    "typing-extensions; python_version < \"3.9\"",
+]
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+]
+
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 name = "iniconfig"
 version = "2.1.0"
@@ -664,12 +995,23 @@ files = [
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 ]
 
+[[package]]
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+version = "6.0.1"
+requires_python = ">=3.9.0"
+summary = "A Python utility / library to sort Python imports."
+groups = ["dev"]
+files = [
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+]
+
 [[package]]
 name = "jinja2"
 version = "3.1.6"
 requires_python = ">=3.7"
 summary = "A very fast and expressive template engine."
-groups = ["default"]
+groups = ["default", "dev"]
 dependencies = [
     "MarkupSafe>=2.0",
 ]
@@ -739,12 +1081,43 @@ files = [
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 ]
 
+[[package]]
+name = "jsonschema"
+version = "4.25.0"
+requires_python = ">=3.9"
+summary = "An implementation of JSON Schema validation for Python"
+groups = ["all", "mcp"]
+dependencies = [
+    "attrs>=22.2.0",
+    "jsonschema-specifications>=2023.03.6",
+    "referencing>=0.28.4",
+    "rpds-py>=0.7.1",
+]
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+]
+
+[[package]]
+name = "jsonschema-specifications"
+version = "2025.4.1"
+requires_python = ">=3.9"
+summary = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+groups = ["all", "mcp"]
+dependencies = [
+    "referencing>=0.31.0",
+]
+files = [
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+    {file = "jsonschema_specifications-2025.4.1.tar.gz", hash = "sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608"},
+]
+
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
 requires_python = ">=3.8"
 summary = "Python port of markdown-it. Markdown parsing, done right!"
-groups = ["default"]
+groups = ["default", "all", "mcp"]
 dependencies = [
     "mdurl~=0.1",
 ]
@@ -758,7 +1131,7 @@ name = "markupsafe"
 version = "3.0.2"
 requires_python = ">=3.9"
 summary = "Safely add untrusted strings to HTML/XML markup."
-groups = ["default"]
+groups = ["default", "dev"]
 files = [
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@@ -813,23 +1186,58 @@ files = [
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 ]
 
+[[package]]
+name = "mcp"
+version = "1.12.0"
+requires_python = ">=3.10"
+summary = "Model Context Protocol SDK"
+groups = ["all", "mcp"]
+dependencies = [
+    "anyio>=4.5",
+    "httpx-sse>=0.4",
+    "httpx>=0.27",
+    "jsonschema>=4.20.0",
+    "pydantic-settings>=2.5.2",
+    "pydantic<3.0.0,>=2.8.0",
+    "python-multipart>=0.0.9",
+    "pywin32>=310; sys_platform == \"win32\"",
+    "sse-starlette>=1.6.1",
+    "starlette>=0.27",
+    "uvicorn>=0.23.1; sys_platform != \"emscripten\"",
+]
+files = [
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+    {file = "mcp-1.12.0.tar.gz", hash = "sha256:853f6b17a3f31ea6e2f278c2ec7d3b38457bc80c7c2c675260dd7f04a6fd0e70"},
+]
+
 [[package]]
 name = "mdurl"
 version = "0.1.2"
 requires_python = ">=3.7"
 summary = "Markdown URL utilities"
-groups = ["default"]
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 files = [
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 version = "2.9.1"
 requires_python = ">=3.9"
 summary = "Settings management using Pydantic"
-groups = ["default"]
+groups = ["default", "all", "mcp"]
 dependencies = [
     "pydantic>=2.7.0",
     "python-dotenv>=0.21.0",
@@ -1179,12 +1635,28 @@ files = [
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 ]
 
+[[package]]
+name = "pydantic"
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+extras = ["email"]
+requires_python = ">=3.9"
+summary = "Data validation using Python type hints"
+groups = ["all", "mcp"]
+dependencies = [
+    "email-validator>=2.0.0",
+    "pydantic==2.11.7",
+]
+files = [
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+
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 version = "13.0.0"
 requires_python = ">=3.8"
 summary = "A rough port of Node.js's EventEmitter to Python with a few tricks of its own"
-groups = ["chat", "test", "web"]
+groups = ["all", "chat", "test", "web"]
 dependencies = [
     "typing-extensions",
 ]
@@ -1198,7 +1670,7 @@ name = "pygments"
 version = "2.19.1"
 requires_python = ">=3.8"
 summary = "Pygments is a syntax highlighting package written in Python."
-groups = ["default"]
+groups = ["default", "all", "mcp"]
 files = [
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@@ -1219,7 +1691,7 @@ files = [
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 version = "1.8.1"
 summary = "Monitor and control user input devices"
-groups = ["chat", "pynput"]
+groups = ["all", "chat", "pynput"]
 dependencies = [
     "enum34; python_version == \"2.7\"",
     "evdev>=1.3; \"linux\" in sys_platform",
@@ -1238,7 +1710,7 @@ name = "pyobjc-core"
 version = "11.0"
 requires_python = ">=3.8"
 summary = "Python<->ObjC Interoperability Module"
-groups = ["chat", "pynput"]
+groups = ["all", "chat", "pynput"]
 marker = "sys_platform == \"darwin\""
 files = [
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@@ -1254,7 +1726,7 @@ name = "pyobjc-framework-applicationservices"
 version = "11.0"
 requires_python = ">=3.9"
 summary = "Wrappers for the framework ApplicationServices on macOS"
-groups = ["chat", "pynput"]
+groups = ["all", "chat", "pynput"]
 marker = "sys_platform == \"darwin\""
 dependencies = [
     "pyobjc-core>=11.0",
@@ -1276,7 +1748,7 @@ name = "pyobjc-framework-cocoa"
 version = "11.0"
 requires_python = ">=3.9"
 summary = "Wrappers for the Cocoa frameworks on macOS"
-groups = ["chat", "pynput"]
+groups = ["all", "chat", "pynput"]
 marker = "sys_platform == \"darwin\""
 dependencies = [
     "pyobjc-core>=11.0",
@@ -1295,7 +1767,7 @@ name = "pyobjc-framework-coretext"
 version = "11.0"
 requires_python = ">=3.9"
 summary = "Wrappers for the framework CoreText on macOS"
-groups = ["chat", "pynput"]
+groups = ["all", "chat", "pynput"]
 marker = "sys_platform == \"darwin\""
 dependencies = [
     "pyobjc-core>=11.0",
@@ -1316,7 +1788,7 @@ name = "pyobjc-framework-quartz"
 version = "11.0"
 requires_python = ">=3.9"
 summary = "Wrappers for the Quartz frameworks on macOS"
-groups = ["chat", "pynput"]
+groups = ["all", "chat", "pynput"]
 marker = "sys_platform == \"darwin\""
 dependencies = [
     "pyobjc-core>=11.0",
@@ -1335,7 +1807,7 @@ files = [
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 version = "1.9.0"
 summary = "A cross-platform clipboard module for Python. (Only handles plain text for now.)"
-groups = ["default"]
+groups = ["default", "all", "mcp"]
 files = [
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 ]
@@ -1436,17 +1908,28 @@ name = "python-dotenv"
 version = "1.1.0"
 requires_python = ">=3.9"
 summary = "Read key-value pairs from a .env file and set them as environment variables"
-groups = ["default"]
+groups = ["default", "all", "mcp"]
 files = [
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 ]
 
+[[package]]
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+version = "0.0.20"
+requires_python = ">=3.8"
+summary = "A streaming multipart parser for Python"
+groups = ["all", "mcp"]
+files = [
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+]
+
 [[package]]
 name = "python-xlib"
 version = "0.33"
 summary = "Python X Library"
-groups = ["chat", "pynput"]
+groups = ["all", "chat", "pynput"]
 marker = "\"linux\" in sys_platform"
 dependencies = [
     "six>=1.10.0",
@@ -1456,12 +1939,36 @@ files = [
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 ]
 
+[[package]]
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+version = "311"
+summary = "Python for Window Extensions"
+groups = ["all", "mcp"]
+marker = "sys_platform == \"win32\""
+files = [
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+]
+
 [[package]]
 name = "pyyaml"
 version = "6.0.2"
 requires_python = ">=3.8"
 summary = "YAML parser and emitter for Python"
-groups = ["default"]
+groups = ["default", "dev"]
 files = [
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@@ -1502,6 +2009,22 @@ files = [
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 ]
 
+[[package]]
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+version = "0.36.2"
+requires_python = ">=3.9"
+summary = "JSON Referencing + Python"
+groups = ["all", "mcp"]
+dependencies = [
+    "attrs>=22.2.0",
+    "rpds-py>=0.7.0",
+    "typing-extensions>=4.4.0; python_version < \"3.13\"",
+]
+files = [
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+]
+
 [[package]]
 name = "requests"
 version = "2.32.3"
@@ -1524,7 +2047,7 @@ name = "rich"
 version = "14.0.0"
 requires_python = ">=3.8.0"
 summary = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
-groups = ["default"]
+groups = ["default", "all", "mcp"]
 dependencies = [
     "markdown-it-py>=2.2.0",
     "pygments<3.0.0,>=2.13.0",
@@ -1535,6 +2058,149 @@ files = [
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 ]
 
+[[package]]
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+version = "1.3.1"
+requires_python = ">=3.6"
+summary = "A beautiful reStructuredText renderer for rich"
+groups = ["all", "mcp"]
+dependencies = [
+    "docutils",
+    "rich>=12.0.0",
+]
+files = [
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+]
+
+[[package]]
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+version = "0.26.0"
+requires_python = ">=3.9"
+summary = "Python bindings to Rust's persistent data structures (rpds)"
+groups = ["all", "mcp"]
+files = [
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+    {file = "rpds_py-0.26.0-pp310-pypy310_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:6188de70e190847bb6db3dc3981cbadff87d27d6fe9b4f0e18726d55795cee9b"},
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+    {file = "rpds_py-0.26.0-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:f61a9326f80ca59214d1cceb0a09bb2ece5b2563d4e0cd37bfd5515c28510674"},
+    {file = "rpds_py-0.26.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:183f857a53bcf4b1b42ef0f57ca553ab56bdd170e49d8091e96c51c3d69ca696"},
+    {file = "rpds_py-0.26.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:941c1cfdf4799d623cf3aa1d326a6b4fdb7a5799ee2687f3516738216d2262fb"},
+    {file = "rpds_py-0.26.0-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:72a8d9564a717ee291f554eeb4bfeafe2309d5ec0aa6c475170bdab0f9ee8e88"},
+    {file = "rpds_py-0.26.0-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:511d15193cbe013619dd05414c35a7dedf2088fcee93c6bbb7c77859765bd4e8"},
+    {file = "rpds_py-0.26.0-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:aea1f9741b603a8d8fedb0ed5502c2bc0accbc51f43e2ad1337fe7259c2b77a5"},
+    {file = "rpds_py-0.26.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4019a9d473c708cf2f16415688ef0b4639e07abaa569d72f74745bbeffafa2c7"},
+    {file = "rpds_py-0.26.0-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:093d63b4b0f52d98ebae33b8c50900d3d67e0666094b1be7a12fffd7f65de74b"},
+    {file = "rpds_py-0.26.0-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:2abe21d8ba64cded53a2a677e149ceb76dcf44284202d737178afe7ba540c1eb"},
+    {file = "rpds_py-0.26.0-pp311-pypy311_pp73-musllinux_1_2_i686.whl", hash = "sha256:4feb7511c29f8442cbbc28149a92093d32e815a28aa2c50d333826ad2a20fdf0"},
+    {file = "rpds_py-0.26.0-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:e99685fc95d386da368013e7fb4269dd39c30d99f812a8372d62f244f662709c"},
+    {file = "rpds_py-0.26.0.tar.gz", hash = "sha256:20dae58a859b0906f0685642e591056f1e787f3a8b39c8e8749a45dc7d26bdb0"},
+]
+
 [[package]]
 name = "ruff"
 version = "0.11.3"
@@ -1581,13 +2247,13 @@ files = [
 
 [[package]]
 name = "setuptools"
-version = "78.1.0"
+version = "80.9.0"
 requires_python = ">=3.9"
 summary = "Easily download, build, install, upgrade, and uninstall Python packages"
-groups = ["default"]
+groups = ["dev"]
 files = [
-    {file = "setuptools-78.1.0-py3-none-any.whl", hash = "sha256:3e386e96793c8702ae83d17b853fb93d3e09ef82ec62722e61da5cd22376dcd8"},
-    {file = "setuptools-78.1.0.tar.gz", hash = "sha256:18fd474d4a82a5f83dac888df697af65afa82dec7323d09c3e37d1f14288da54"},
+    {file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"},
+    {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
 ]
 
 [[package]]
@@ -1595,7 +2261,7 @@ name = "six"
 version = "1.17.0"
 requires_python = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 summary = "Python 2 and 3 compatibility utilities"
-groups = ["default", "chat", "pynput"]
+groups = ["default", "all", "chat", "pynput"]
 files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
@@ -1606,18 +2272,32 @@ name = "sniffio"
 version = "1.3.1"
 requires_python = ">=3.7"
 summary = "Sniff out which async library your code is running under"
-groups = ["default", "chat"]
+groups = ["default", "all", "chat", "mcp"]
 files = [
     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
 ]
 
+[[package]]
+name = "sse-starlette"
+version = "2.4.1"
+requires_python = ">=3.9"
+summary = "SSE plugin for Starlette"
+groups = ["all", "mcp"]
+dependencies = [
+    "anyio>=4.7.0",
+]
+files = [
+    {file = "sse_starlette-2.4.1-py3-none-any.whl", hash = "sha256:08b77ea898ab1a13a428b2b6f73cfe6d0e607a7b4e15b9bb23e4a37b087fd39a"},
+    {file = "sse_starlette-2.4.1.tar.gz", hash = "sha256:7c8a800a1ca343e9165fc06bbda45c78e4c6166320707ae30b416c42da070926"},
+]
+
 [[package]]
 name = "starlette"
 version = "0.46.2"
 requires_python = ">=3.9"
 summary = "The little ASGI library that shines."
-groups = ["chat"]
+groups = ["all", "chat", "mcp"]
 dependencies = [
     "anyio<5,>=3.6.2",
     "typing-extensions>=3.10.0; python_version < \"3.10\"",
@@ -1643,8 +2323,8 @@ name = "tomli"
 version = "2.2.1"
 requires_python = ">=3.8"
 summary = "A lil' TOML parser"
-groups = ["test"]
-marker = "python_version < \"3.11\""
+groups = ["dev", "test"]
+marker = "python_version <= \"3.11\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -1694,6 +2374,21 @@ files = [
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
 ]
 
+[[package]]
+name = "typeguard"
+version = "4.4.4"
+requires_python = ">=3.9"
+summary = "Run-time type checker for Python"
+groups = ["dev"]
+dependencies = [
+    "importlib-metadata>=3.6; python_version < \"3.10\"",
+    "typing-extensions>=4.14.0",
+]
+files = [
+    {file = "typeguard-4.4.4-py3-none-any.whl", hash = "sha256:b5f562281b6bfa1f5492470464730ef001646128b180769880468bd84b68b09e"},
+    {file = "typeguard-4.4.4.tar.gz", hash = "sha256:3a7fd2dffb705d4d0efaed4306a704c89b9dee850b688f060a8b1615a79e5f74"},
+]
+
 [[package]]
 name = "types-pillow"
 version = "10.2.0.20240822"
@@ -1765,13 +2460,13 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.13.1"
-requires_python = ">=3.8"
-summary = "Backported and Experimental Type Hints for Python 3.8+"
-groups = ["default", "chat", "test", "web"]
+version = "4.14.1"
+requires_python = ">=3.9"
+summary = "Backported and Experimental Type Hints for Python 3.9+"
+groups = ["default", "all", "chat", "dev", "mcp", "test", "web"]
 files = [
-    {file = "typing_extensions-4.13.1-py3-none-any.whl", hash = "sha256:4b6cf02909eb5495cfbc3f6e8fd49217e6cc7944e145cdda8caa3734777f9e69"},
-    {file = "typing_extensions-4.13.1.tar.gz", hash = "sha256:98795af00fb9640edec5b8e31fc647597b4691f099ad75f469a2616be1a76dff"},
+    {file = "typing_extensions-4.14.1-py3-none-any.whl", hash = "sha256:d1e1e3b58374dc93031d6eda2420a48ea44a36c2b4766a4fdeb3710755731d76"},
+    {file = "typing_extensions-4.14.1.tar.gz", hash = "sha256:38b39f4aeeab64884ce9f74c94263ef78f3c22467c8724005483154c26648d36"},
 ]
 
 [[package]]
@@ -1779,7 +2474,7 @@ name = "typing-inspection"
 version = "0.4.0"
 requires_python = ">=3.9"
 summary = "Runtime typing introspection tools"
-groups = ["default", "chat"]
+groups = ["default", "all", "chat", "dev", "mcp"]
 dependencies = [
     "typing-extensions>=4.12.0",
 ]
@@ -1804,7 +2499,7 @@ name = "uvicorn"
 version = "0.34.3"
 requires_python = ">=3.9"
 summary = "The lightning-fast ASGI server."
-groups = ["chat"]
+groups = ["all", "chat", "mcp"]
 dependencies = [
     "click>=7.0",
     "h11>=0.8",
diff --git a/pyproject.toml b/pyproject.toml
index aefd1bc4..fe290f13 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,7 +7,6 @@ authors = [
 dependencies = [
     "anthropic>=0.54.0",
     "gradio-client>=1.4.3",
-    "grpcio-tools>=1.67.0",
     "grpcio>=1.67.0",
     "httpx>=0.28.1",
     "Jinja2>=3.1.4",
@@ -57,6 +56,7 @@ typecheck = "mypy"
 "chat:api" = "uvicorn askui.chat.api.app:app --reload --port 9261"
 "mcp:dev" = "mcp dev src/askui/mcp/__init__.py"
 "grpc:gen" = "bash scripts/grpc-gen.sh"
+"json:gen" = "datamodel-codegen --output-model-type pydantic_v2.BaseModel --input src/askui/tools/askui/askui_ui_controller_grpc/json_schema/ --input-file-type jsonschema --output src/askui/tools/askui/askui_ui_controller_grpc/generated/"
 
 [dependency-groups]
 test = [
@@ -237,3 +237,7 @@ pynput = [
 web = [
     "playwright>=1.41.0",
 ]
+dev = [
+    "datamodel-code-generator>=0.31.2",
+    "grpcio-tools>=1.73.1",
+]
diff --git a/src/askui/mcp/__init__.py b/src/askui/mcp/__init__.py
index f6878350..0019dca5 100644
--- a/src/askui/mcp/__init__.py
+++ b/src/askui/mcp/__init__.py
@@ -4,6 +4,7 @@
 from typing import Any
 
 from fastmcp import FastMCP
+from fastmcp.tools.tool import Tool
 
 from askui.agent import VisionAgent
 
@@ -16,7 +17,7 @@ class AppContext:
 @asynccontextmanager
 async def mcp_lifespan(server: FastMCP[Any]) -> AsyncIterator[AppContext]:  # noqa: ARG001
     with VisionAgent(display=2) as vision_agent:
-        server.add_tool(vision_agent.click)
+        server.add_tool(Tool.from_function(vision_agent.click))
         yield AppContext(vision_agent=vision_agent)
 
 
diff --git a/src/askui/tools/__init__.py b/src/askui/tools/__init__.py
index e6232162..24510a63 100644
--- a/src/askui/tools/__init__.py
+++ b/src/askui/tools/__init__.py
@@ -1,4 +1,5 @@
-from .agent_os import AgentOs, ModifierKey, PcKey
+from .agent_os import AgentOs, Coordinate, ModifierKey, PcKey
+from .askui.command_helpers import create_style
 from .toolbox import AgentToolbox
 
 __all__ = [
@@ -6,4 +7,6 @@
     "AgentToolbox",
     "ModifierKey",
     "PcKey",
+    "Coordinate",
+    "create_style",
 ]
diff --git a/src/askui/tools/agent_os.py b/src/askui/tools/agent_os.py
index bd845130..00b8902a 100644
--- a/src/askui/tools/agent_os.py
+++ b/src/askui/tools/agent_os.py
@@ -1,9 +1,15 @@
 from abc import ABC, abstractmethod
-from typing import Literal
+from typing import TYPE_CHECKING, Literal
 
 from PIL import Image
 from pydantic import BaseModel
 
+if TYPE_CHECKING:
+    from askui.tools.askui.askui_ui_controller_grpc.generated.AgentOS_Send_Request_2501 import (  # noqa: E501
+        RenderObjectStyle,
+    )
+
+
 ModifierKey = Literal[
     "command",
     "alt",
@@ -148,6 +154,11 @@ class ClickEvent(BaseModel):
     timestamp: float
 
 
+class Coordinate(BaseModel):
+    x: int
+    y: int
+
+
 InputEvent = ClickEvent
 
 
@@ -359,3 +370,105 @@ def stop_listening(self) -> None:
         change in the future.
         """
         raise NotImplementedError
+
+    def get_mouse_position(self) -> Coordinate:
+        """
+        Get the current mouse cursor position.
+
+        Returns:
+            The current mouse position data.
+        """
+        raise NotImplementedError
+
+    def set_mouse_position(self, x: int, y: int) -> None:
+        """
+        Set the mouse cursor position to specific coordinates.
+
+        Args:
+            x (int): The horizontal coordinate (in pixels) to set the cursor to.
+            y (int): The vertical coordinate (in pixels) to set the cursor to.
+
+        """
+        raise NotImplementedError
+
+    def render_quad(self, style: "RenderObjectStyle") -> int:
+        """
+        Render a quad object to the display.
+
+        Args:
+            style (RenderObjectStyle): The style properties for the quad.
+
+        Returns:
+            Response containing the render object ID.
+        """
+        raise NotImplementedError
+
+    def render_line(self, style: "RenderObjectStyle", points: list[Coordinate]) -> int:
+        """
+        Render a line object to the display.
+
+        Args:
+            style (RenderObjectStyle): The style properties for the line.
+            points (list[Coordinate]): The points defining the line.
+
+        Returns:
+            Response containing the render object ID.
+        """
+        raise NotImplementedError
+
+    def render_image(self, style: "RenderObjectStyle", image_data: str) -> int:
+        """
+        Render an image object to the display.
+
+        Args:
+            style (RenderObjectStyle): The style properties for the image.
+            image_data (str): The image data to display.
+
+        Returns:
+            Response containing the render object ID.
+        """
+        raise NotImplementedError
+
+    def render_text(self, style: "RenderObjectStyle", content: str) -> int:
+        """
+        Render a text object to the display.
+
+        Args:
+            style (RenderObjectStyle): The style properties for the text.
+            text_content (str): The text content to display.
+
+        Returns:
+            Response containing the render object ID.
+        """
+        raise NotImplementedError
+
+    def update_render_object(self, object_id: int, style: "RenderObjectStyle") -> None:
+        """
+        Update styling properties of an existing render object.
+
+        Args:
+            object_id (int): The ID of the render object to update.
+            style (RenderObjectStyle): The new style properties.
+        """
+        raise NotImplementedError
+
+    def delete_render_object(self, object_id: int) -> None:
+        """
+        Delete an existing render object from the display.
+
+        Args:
+            object_id (int): The ID of the render object to delete.
+
+        Returns:
+            Response confirming the deletion.
+        """
+        raise NotImplementedError
+
+    def clear_render_objects(self) -> None:
+        """
+        Clear all render objects from the display.
+
+        Returns:
+            Response confirming the clearing.
+        """
+        raise NotImplementedError
diff --git a/src/askui/tools/askui/askui_controller.py b/src/askui/tools/askui/askui_controller.py
index 7021047e..f9cb8d6e 100644
--- a/src/askui/tools/askui/askui_controller.py
+++ b/src/askui/tools/askui/askui_controller.py
@@ -15,13 +15,30 @@
 from askui.container import telemetry
 from askui.logger import logger
 from askui.reporting import Reporter
-from askui.tools.agent_os import AgentOs, ModifierKey, PcKey
+from askui.tools.agent_os import AgentOs, Coordinate, ModifierKey, PcKey
 from askui.tools.askui.askui_ui_controller_grpc.generated import (
     Controller_V1_pb2 as controller_v1_pbs,
 )
 from askui.tools.askui.askui_ui_controller_grpc.generated import (
     Controller_V1_pb2_grpc as controller_v1,
 )
+from askui.tools.askui.askui_ui_controller_grpc.generated.AgentOS_Send_Request_2501 import (  # noqa: E501
+    RenderObjectStyle,
+)
+from askui.tools.askui.askui_ui_controller_grpc.generated.AgentOS_Send_Response_2501 import (  # noqa: E501
+    AskuiAgentosSendResponseSchema,
+)
+from askui.tools.askui.command_helpers import (
+    create_clear_render_objects_command,
+    create_delete_render_object_command,
+    create_get_mouse_position_command,
+    create_image_command,
+    create_line_command,
+    create_quad_command,
+    create_set_mouse_position_command,
+    create_text_command,
+    create_update_render_object_command,
+)
 from askui.utils.image_utils import draw_point_on_image
 
 from ..utils import process_exists, wait_for_port
@@ -248,6 +265,7 @@ def __init__(
         self._display = display
         self._reporter = reporter
         self._controller_server = controller_server or AskUiControllerServer()
+        self._session_guid = "{" + str(uuid.uuid4()) + "}"
 
     @telemetry.record_call()
     @override
@@ -363,7 +381,7 @@ def _start_session(self) -> None:
         )
         response = self._stub.StartSession(
             controller_v1_pbs.Request_StartSession(
-                sessionGUID="{" + str(uuid.uuid4()) + "}", immediateExecution=True
+                sessionGUID=self._session_guid, immediateExecution=True
             )
         )
         self._session_info = response.sessionInfo
@@ -737,9 +755,6 @@ def get_display_information(
             controller_v1_pbs.Response_GetDisplayInformation:
                 - displays: List of DisplayInformation objects
                 - virtualScreenRectangle: Overall virtual screen bounds
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -753,31 +768,6 @@ def get_display_information(
 
         return response
 
-    @telemetry.record_call()
-    def get_mouse_position(self) -> controller_v1_pbs.Response_GetMousePosition:
-        """
-        Get the current mouse cursor position.
-
-        Returns:
-            controller_v1_pbs.Response_GetMousePosition: Mouse position containing:
-                - x: Horizontal coordinate
-                - y: Vertical coordinate
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
-        """
-        assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
-            "Stub is not initialized"
-        )
-
-        self._reporter.add_message("AgentOS", "get_mouse_position()")
-
-        response: controller_v1_pbs.Response_GetMousePosition = (
-            self._stub.GetMousePosition(controller_v1_pbs.Request_Void())
-        )
-
-        return response
-
     @telemetry.record_call()
     def get_process_list(
         self, get_extended_info: bool = False
@@ -793,9 +783,6 @@ def get_process_list(
         Returns:
             controller_v1_pbs.Response_GetProcessList: Process list response containing:
                 - processes: List of ProcessInfo objects
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -822,9 +809,6 @@ def get_window_list(
         Returns:
             controller_v1_pbs.Response_GetWindowList: Window list response containing:
                 - windows: List of WindowInfo objects with ID and name
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -849,9 +833,6 @@ def get_automation_target_list(
             controller_v1_pbs.Response_GetAutomationTargetList:
                 Automation target list response:
                 - targets: List of AutomationTarget objects
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -884,9 +865,6 @@ def set_test_configuration(
                 Defaults to `0`.
             keyboard_delay_ms (int, optional): Keyboard delay in milliseconds.
                 Defaults to `0`.
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -921,9 +899,6 @@ def set_mouse_delay(self, delay_ms: int) -> None:
 
         Args:
             delay_ms (int): The delay in milliseconds to set for mouse actions.
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -944,9 +919,6 @@ def set_keyboard_delay(self, delay_ms: int) -> None:
 
         Args:
             delay_ms (int): The delay in milliseconds to set for keyboard actions.
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -968,9 +940,6 @@ def set_active_window(self, process_id: int, window_id: int) -> None:
         Args:
             process_id (int): The ID of the process that owns the window.
             window_id (int): The ID of the window to set as active.
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -993,9 +962,6 @@ def set_active_automation_target(self, target_id: int) -> None:
 
         Args:
             target_id (int): The ID of the automation target to set as active.
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -1027,9 +993,6 @@ def schedule_batched_action(
         Returns:
             controller_v1_pbs.Response_ScheduleBatchedAction: Response containing
                 the scheduled action ID.
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -1056,9 +1019,6 @@ def schedule_batched_action(
     def start_batch_run(self) -> None:
         """
         Start executing batched actions.
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -1074,9 +1034,6 @@ def start_batch_run(self) -> None:
     def stop_batch_run(self) -> None:
         """
         Stop executing batched actions.
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -1096,9 +1053,6 @@ def get_action_count(self) -> controller_v1_pbs.Response_GetActionCount:
         Returns:
             controller_v1_pbs.Response_GetActionCount: Response
                 containing the action count.
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -1125,9 +1079,6 @@ def get_action(self, action_index: int) -> controller_v1_pbs.Response_GetAction:
                 - actionID: The action ID
                 - actionClassID: The action class ID
                 - actionParameters: The action parameters
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -1150,9 +1101,6 @@ def remove_action(self, action_id: int) -> None:
 
         Args:
             action_id (int): The ID of the action to remove.
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -1170,9 +1118,6 @@ def remove_action(self, action_id: int) -> None:
     def remove_all_actions(self) -> None:
         """
         Clear all recorded or batched actions.
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -1195,9 +1140,6 @@ def send_message(self, message: str) -> controller_v1_pbs.Response_Send:
         Returns:
             controller_v1_pbs.Response_Send: Response containing
                 the message from the controller.
-
-        Raises:
-            AssertionError: If the gRPC stub is not initialized.
         """
         assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
             "Stub is not initialized"
@@ -1210,3 +1152,198 @@ def send_message(self, message: str) -> controller_v1_pbs.Response_Send:
         )
 
         return response
+
+    @telemetry.record_call()
+    def get_mouse_position(self) -> Coordinate:
+        """
+        Get the mouse cursor position
+
+        Returns:
+            Coordinate: Response containing the result of the mouse position change.
+        """
+        assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
+            "Stub is not initialized"
+        )
+        req_json = create_get_mouse_position_command(
+            self._session_guid
+        ).model_dump_json(exclude_unset=True)
+        self._reporter.add_message("AgentOS", "get_mouse_position()")
+        res = self.send_message(req_json)
+        parsed_res = AskuiAgentosSendResponseSchema.model_validate_json(res.message)
+        return Coordinate(
+            x=parsed_res.message.command.response.position.x.root,  # type: ignore[union-attr]
+            y=parsed_res.message.command.response.position.y.root,  # type: ignore[union-attr]
+        )
+
+    @telemetry.record_call()
+    def set_mouse_position(self, x: int, y: int) -> None:
+        """
+        Set the mouse cursor position to specific coordinates.
+
+        Args:
+            x (int): The horizontal coordinate (in pixels) to set the cursor to.
+            y (int): The vertical coordinate (in pixels) to set the cursor to.
+        """
+        assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
+            "Stub is not initialized"
+        )
+        req_json = create_set_mouse_position_command(
+            x, y, self._session_guid
+        ).model_dump_json(exclude_unset=True)
+        self._reporter.add_message("AgentOS", f"set_mouse_position({x},{y})")
+        self.send_message(req_json)
+
+    @telemetry.record_call()
+    def render_quad(self, style: RenderObjectStyle) -> int:
+        """
+        Render a quad object to the display.
+
+        Args:
+            style (RenderObjectStyle): The style properties for the quad.
+
+        Returns:
+            int: Object ID.
+        """
+        assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
+            "Stub is not initialized"
+        )
+        self._reporter.add_message("AgentOS", f"render_quad({style})")
+        req_json = create_quad_command(style, self._session_guid).model_dump_json(
+            exclude_unset=True, by_alias=True
+        )
+        res = self.send_message(req_json)
+        parsed_response = AskuiAgentosSendResponseSchema.model_validate_json(
+            res.message
+        )
+        return int(parsed_response.message.command.response.id.root)  # type: ignore[union-attr]
+
+    @telemetry.record_call()
+    def render_line(self, style: RenderObjectStyle, points: list[Coordinate]) -> int:
+        """
+        Render a line object to the display.
+
+        Args:
+            style (RenderObjectStyle): The style properties for the line.
+            points (list[Coordinates]): The points defining the line.
+
+        Returns:
+            int: Object ID.
+        """
+        assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
+            "Stub is not initialized"
+        )
+        self._reporter.add_message("AgentOS", f"render_line({style}, {points})")
+        req = create_line_command(style, points, self._session_guid).model_dump_json(
+            exclude_unset=True, by_alias=True
+        )
+        res = self.send_message(req)
+        parsed_response = AskuiAgentosSendResponseSchema.model_validate_json(
+            res.message
+        )
+        return int(parsed_response.message.command.response.id.root)  # type: ignore[union-attr]
+
+    @telemetry.record_call(exclude={"image_data"})
+    def render_image(self, style: RenderObjectStyle, image_data: str) -> int:
+        """
+        Render an image object to the display.
+
+        Args:
+            style (RenderObjectStyle): The style properties for the image.
+            image_data (str): The base64-encoded image data.
+
+        Returns:
+            int: Object ID.
+        """
+        assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
+            "Stub is not initialized"
+        )
+        self._reporter.add_message("AgentOS", f"render_image({style}, [image_data])")
+        req = create_image_command(
+            style, image_data, self._session_guid
+        ).model_dump_json(exclude_unset=True, by_alias=True)
+        res = self.send_message(req)
+
+        parsed_response = AskuiAgentosSendResponseSchema.model_validate_json(
+            res.message
+        )
+        return int(parsed_response.message.command.response.id.root)  # type: ignore[union-attr]
+
+    @telemetry.record_call()
+    def render_text(self, style: RenderObjectStyle, content: str) -> int:
+        """
+        Render a text object to the display.
+
+        Args:
+            style (RenderObjectStyle): The style properties for the text.
+            content (str): The text content to display.
+
+        Returns:
+            int: Object ID.
+        """
+        assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
+            "Stub is not initialized"
+        )
+        self._reporter.add_message("AgentOS", f"render_text({style}, {content})")
+
+        req = create_text_command(style, content, self._session_guid).model_dump_json(
+            exclude_unset=True, by_alias=True
+        )
+        res = self.send_message(req)
+        parsed_response = AskuiAgentosSendResponseSchema.model_validate_json(
+            res.message
+        )
+        return int(parsed_response.message.command.response.id.root)  # type: ignore[union-attr]
+
+    @telemetry.record_call()
+    def update_render_object(self, object_id: int, style: RenderObjectStyle) -> None:
+        """
+        Update styling properties of an existing render object.
+
+        Args:
+            object_id (float): The ID of the render object to update.
+            style (RenderObjectStyle): The new style properties.
+
+        Returns:
+            int: Object ID.
+        """
+        assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
+            "Stub is not initialized"
+        )
+        self._reporter.add_message(
+            "AgentOS", f"update_render_object({object_id}, {style})"
+        )
+        req = create_update_render_object_command(
+            object_id, style, self._session_guid
+        ).model_dump_json(exclude_unset=True, by_alias=True)
+        self.send_message(req)
+
+    @telemetry.record_call()
+    def delete_render_object(self, object_id: int) -> None:
+        """
+        Delete an existing render object from the display.
+
+        Args:
+            object_id (RenderObjectId): The ID of the render object to delete.
+        """
+        assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
+            "Stub is not initialized"
+        )
+        self._reporter.add_message("AgentOS", f"delete_render_object({object_id})")
+        req = create_delete_render_object_command(
+            object_id, self._session_guid
+        ).model_dump_json(exclude_unset=True, by_alias=True)
+        self.send_message(req)
+
+    @telemetry.record_call()
+    def clear_render_objects(self) -> None:
+        """
+        Clear all render objects from the display.
+        """
+        assert isinstance(self._stub, controller_v1.ControllerAPIStub), (
+            "Stub is not initialized"
+        )
+        self._reporter.add_message("AgentOS", "clear_render_objects()")
+        req = create_clear_render_objects_command(self._session_guid).model_dump_json(
+            exclude_unset=True, by_alias=True
+        )
+        self.send_message(req)
diff --git a/src/askui/tools/askui/askui_ui_controller_grpc/generated/AgentOS_Send_Request_2501.py b/src/askui/tools/askui/askui_ui_controller_grpc/generated/AgentOS_Send_Request_2501.py
new file mode 100644
index 00000000..ff4393bb
--- /dev/null
+++ b/src/askui/tools/askui/askui_ui_controller_grpc/generated/AgentOS_Send_Request_2501.py
@@ -0,0 +1,169 @@
+# generated by datamodel-codegen:
+#   filename:  AgentOS-Send-Request-2501.json
+#   timestamp: 2025-07-15T14:07:45+00:00
+
+from __future__ import annotations
+
+from enum import Enum
+from typing import List, Optional, Union
+
+from pydantic import BaseModel, ConfigDict, Field, RootModel, confloat, constr, conint
+
+
+class Name(Enum):
+    GetMousePosition = 'GetMousePosition'
+
+
+class Command(BaseModel):
+    name: Name
+    parameters: Optional[List] = None
+
+
+class Name1(Enum):
+    SetMousePosition = 'SetMousePosition'
+
+
+class Command1(BaseModel):
+    name: Name1
+    parameters: List = Field(..., max_length=1, min_length=1)
+
+
+class Name2(Enum):
+    AddRenderObject = 'AddRenderObject'
+
+
+class Command2(BaseModel):
+    name: Name2
+    parameters: List
+
+
+class Name3(Enum):
+    UpdateRenderObject = 'UpdateRenderObject'
+
+
+class Command3(BaseModel):
+    name: Name3
+    parameters: List
+
+
+class Name4(Enum):
+    DeleteRenderObject = 'DeleteRenderObject'
+
+
+class Command4(BaseModel):
+    name: Name4
+    parameters: List
+
+
+class Name5(Enum):
+    ClearRenderObjects = 'ClearRenderObjects'
+
+
+class Command5(BaseModel):
+    name: Name5
+    parameters: Optional[List] = None
+
+
+class Guid(
+    RootModel[
+        constr(
+            pattern=r'^\{[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}\}$'
+        )
+    ]
+):
+    root: constr(
+        pattern=r'^\{[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}\}$'
+    )
+
+
+class Length(RootModel[Union[constr(pattern=r'^(\d+(\.\d+)?(px|%)|auto)$'), int, float]]):
+    root: Union[constr(pattern=r'^(\d+(\.\d+)?(px|%)|auto)$'), int, float]
+
+
+class Color(
+    RootModel[
+        Union[
+            constr(pattern=r'^#([0-9a-fA-F]{6})$'),
+            constr(pattern=r'^rgb\(\s*(\d{1,3})\s*,\s*(\d{1,3})\s*,\s*(\d{1,3})\s*\)$'),
+        ]
+    ]
+):
+    root: Union[
+        constr(pattern=r'^#([0-9a-fA-F]{6})$'),
+        constr(pattern=r'^rgb\(\s*(\d{1,3})\s*,\s*(\d{1,3})\s*,\s*(\d{1,3})\s*\)$'),
+    ]
+
+
+class Location2(BaseModel):
+    model_config = ConfigDict(
+        extra='forbid',
+    )
+    x: Length
+    y: Length
+
+
+class RenderObjectType(Enum):
+    Quad = 'Quad'
+    Line = 'Line'
+    Texture = 'Texture'
+    Image = 'Image'
+
+
+class RenderObjectId(RootModel[conint(ge=0, le=18446744073709551615)]):
+    root: conint(ge=0, le=18446744073709551615)
+
+
+class RenderObjectStyle(BaseModel):
+    model_config = ConfigDict(
+        extra='forbid',
+    )
+    top: Optional[Length] = None
+    left: Optional[Length] = None
+    bottom: Optional[Length] = None
+    right: Optional[Length] = None
+    width: Optional[Length] = None
+    height: Optional[Length] = None
+    color: Optional[Color] = None
+    font_size: Optional[Length] = Field(None, alias='font-size')
+    opacity: Optional[confloat(ge=0.0, le=1.0)] = None
+    visible: Optional[bool] = None
+    line_width: Optional[Length] = Field(None, alias='line-width')
+
+
+class RenderLinePoints(RootModel[List[Location2]]):
+    root: List[Location2] = Field(..., max_length=64, min_length=2)
+
+
+class RenderImage(
+    RootModel[
+        constr(
+            pattern=r'^(?:[A-Za-z0-9+/]{4})*(?:[A-Za-z0-9+/]{2}==|[A-Za-z0-9+/]{3}=)?$'
+        )
+    ]
+):
+    root: constr(
+        pattern=r'^(?:[A-Za-z0-9+/]{4})*(?:[A-Za-z0-9+/]{2}==|[A-Za-z0-9+/]{3}=)?$'
+    ) = Field(..., description='A Base64-encoded image')
+
+
+class RenderText(RootModel[constr(pattern=r'^[\u0020-\u007F]*$')]):
+    root: constr(pattern=r'^[\u0020-\u007F]*$')
+
+
+class Header(BaseModel):
+    model_config = ConfigDict(
+        extra='forbid',
+    )
+    authentication: Guid
+
+
+class Message(BaseModel):
+    model_config = ConfigDict(
+        extra='forbid',
+    )
+    header: Header
+    command: Union[Command, Command1, Command2, Command3, Command4, Command5]
+
+
+class AskuiAgentosSendRequestSchema(BaseModel):
+    message: Message
diff --git a/src/askui/tools/askui/askui_ui_controller_grpc/generated/AgentOS_Send_Response_2501.py b/src/askui/tools/askui/askui_ui_controller_grpc/generated/AgentOS_Send_Response_2501.py
new file mode 100644
index 00000000..0ec62635
--- /dev/null
+++ b/src/askui/tools/askui/askui_ui_controller_grpc/generated/AgentOS_Send_Response_2501.py
@@ -0,0 +1,108 @@
+# generated by datamodel-codegen:
+#   filename:  AgentOS-Send-Response-2501.json
+#   timestamp: 2025-07-15T14:07:45+00:00
+
+from __future__ import annotations
+
+from enum import Enum
+from typing import Union
+
+from pydantic import BaseModel, ConfigDict, RootModel, conint, constr
+
+
+class Name(Enum):
+    GetMousePosition = 'GetMousePosition'
+
+
+class Name7(Enum):
+    SetMousePosition = 'SetMousePosition'
+
+
+class Name8(Enum):
+    AddRenderObject = 'AddRenderObject'
+
+
+class Name9(Enum):
+    UpdateRenderObject = 'UpdateRenderObject'
+
+
+class Name10(Enum):
+    DeleteRenderObject = 'DeleteRenderObject'
+
+
+class Name11(Enum):
+    ClearRenderObjects = 'ClearRenderObjects'
+
+
+class Length(RootModel[Union[constr(pattern=r'^(\d+(\.\d+)?(px|%)|auto)$'), int, float]]):
+    root: Union[constr(pattern=r'^(\d+(\.\d+)?(px|%)|auto)$'), int, float]
+
+
+class Location2(BaseModel):
+    model_config = ConfigDict(
+        extra='forbid',
+    )
+    x: Length
+    y: Length
+
+
+class RenderObjectId(RootModel[conint(ge=0, le=18446744073709551615)]):
+    root: conint(ge=0, le=18446744073709551615)
+
+
+class ActionId(RootModel[conint(ge=0, le=2147483647)]):
+    root: conint(ge=0, le=2147483647)
+
+
+class Response(BaseModel):
+    model_config = ConfigDict(
+        extra='forbid',
+    )
+    position: Location2
+
+
+class Command(BaseModel):
+    name: Name
+    actionId: ActionId
+    response: Response
+
+
+class Command7(BaseModel):
+    name: Name7
+    actionId: ActionId
+
+
+class Response1(BaseModel):
+    model_config = ConfigDict(
+        extra='forbid',
+    )
+    id: RenderObjectId
+
+
+class Command8(BaseModel):
+    name: Name8
+    actionId: ActionId
+    response: Response1
+
+
+class Command9(BaseModel):
+    name: Name9
+    actionId: ActionId
+
+
+class Command10(BaseModel):
+    name: Name10
+    actionId: ActionId
+
+
+class Command11(BaseModel):
+    name: Name11
+    actionId: ActionId
+
+
+class Message(BaseModel):
+    command: Union[Command, Command7, Command8, Command9, Command10, Command11]
+
+
+class AskuiAgentosSendResponseSchema(BaseModel):
+    message: Message
diff --git a/src/askui/tools/askui/askui_ui_controller_grpc/generated/__init__.py b/src/askui/tools/askui/askui_ui_controller_grpc/generated/__init__.py
new file mode 100644
index 00000000..9d9728fc
--- /dev/null
+++ b/src/askui/tools/askui/askui_ui_controller_grpc/generated/__init__.py
@@ -0,0 +1,3 @@
+# generated by datamodel-codegen:
+#   filename:  json_schema
+#   timestamp: 2025-07-15T14:07:45+00:00
diff --git a/src/askui/tools/askui/askui_ui_controller_grpc/json_schema/AgentOS-Send-Request-2501.json b/src/askui/tools/askui/askui_ui_controller_grpc/json_schema/AgentOS-Send-Request-2501.json
new file mode 100644
index 00000000..4151888f
--- /dev/null
+++ b/src/askui/tools/askui/askui_ui_controller_grpc/json_schema/AgentOS-Send-Request-2501.json
@@ -0,0 +1,354 @@
+{
+  "title": "AskUI AgentOS Send Request Schema",
+  "description": "Defines the schema for the controller gRPC API Send request.",
+  "type": "object",
+  "definitions": {
+    "guid": {
+      "type": "string",
+      "pattern": "^\\{[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}\\}$"
+    },
+    "length": {
+      "anyOf": [
+        {
+          "type": "string",
+          "pattern": "^(\\d+(\\.\\d+)?(px|%)|auto)$",
+          "default": "0px"
+        },
+        {
+          "type": "number",
+          "default": 0.0
+        }
+      ]
+    },
+    "color": {
+      "type": "string",
+      "anyOf": [
+        {
+          "pattern": "^#([0-9a-fA-F]{6})$"
+        },
+        {
+          "pattern": "^rgb\\(\\s*(\\d{1,3})\\s*,\\s*(\\d{1,3})\\s*,\\s*(\\d{1,3})\\s*\\)$"
+        }
+      ]
+    },
+    "location2": {
+      "type": "object",
+      "additionalProperties": false,
+      "properties": {
+        "x": {
+          "$ref": "#/definitions/length"
+        },
+        "y": {
+          "$ref": "#/definitions/length"
+        }
+      },
+      "required": ["x", "y"]
+    },
+    "renderObjectType": {
+      "type": "string",
+      "enum": ["Quad", "Line", "Texture", "Image"]
+    },
+    "renderObjectId": {
+      "type": "number",
+      "minimum": 0,
+      "maximum": 18446744073709551615
+    },
+    "renderObjectStyle": {
+      "type": "object",
+      "properties": {
+        "top": {
+          "$ref": "#/definitions/length"
+        },
+        "left": {
+          "$ref": "#/definitions/length"
+        },
+        "bottom": {
+          "$ref": "#/definitions/length"
+        },
+        "right": {
+          "$ref": "#/definitions/length"
+        },
+        "width": {
+          "$ref": "#/definitions/length"
+        },
+        "height": {
+          "$ref": "#/definitions/length"
+        },
+        "color": {
+          "$ref": "#/definitions/color"
+        },
+        "font-size": {
+          "$ref": "#/definitions/length"
+        },
+        "opacity": {
+          "type": "number",
+          "minimum": 0,
+          "maximum": 1
+        },
+        "visible": {
+          "type": "boolean"
+        },
+        "line-width": {
+          "$ref": "#/definitions/length"
+        }
+      },
+      "additionalProperties": false
+    },
+    "renderLinePoints": {
+      "type": "array",
+      "minItems": 2,
+      "maxItems": 64,
+      "items": {
+        "$ref": "#/definitions/location2"
+      }
+    },
+    "renderImage": {
+      "type": "string",
+      "pattern": "^(?:[A-Za-z0-9+/]{4})*(?:[A-Za-z0-9+/]{2}==|[A-Za-z0-9+/]{3}=)?$",
+      "description": "A Base64-encoded image"
+    },
+    "renderText": {
+      "type": "string",
+      "pattern": "^[\\u0020-\\u007F]*$"
+    }
+  },
+  "properties": {
+    "message": {
+      "type": "object",
+      "additionalProperties": false,
+      "properties": {
+        "header": {
+          "type": "object",
+          "additionalProperties": false,
+          "properties": {
+            "authentication": {
+              "$ref": "#/definitions/guid"
+            }
+          },
+          "required": ["authentication"]
+        },
+        "command": {
+          "type": "object",
+          "oneOf": [
+            {
+              "properties": {
+                "name": {
+                  "type": "string",
+                  "enum": ["GetMousePosition"]
+                },
+                "parameters": {
+                  "type": "array"
+                }
+              },
+              "required": ["name"]
+            },
+            {
+              "properties": {
+                "name": {
+                  "type": "string",
+                  "enum": ["SetMousePosition"]
+                },
+                "parameters": {
+                  "type": "array",
+                  "prefixItems": [
+                    {
+                      "$ref": "#/definitions/location2"
+                    }
+                  ],
+                  "minItems": 1,
+                  "maxItems": 1
+                }
+              },
+              "required": ["name", "parameters"]
+            },
+            {
+              "properties": {
+                "name": {
+                  "type": "string",
+                  "enum": ["AddRenderObject"]
+                },
+                "parameters": {
+                  "type": "array",
+                  "anyOf": [
+                    {
+                      "prefixItems": [
+                        {
+                          "type": "string",
+                          "enum": ["Quad"]
+                        },
+                        {
+                          "$ref": "#/definitions/renderObjectStyle"
+                        }
+                      ],
+                      "minItems": 2,
+                      "maxItems": 2
+                    },
+                    {
+                      "prefixItems": [
+                        {
+                          "type": "string",
+                          "enum": ["Line"]
+                        },
+                        {
+                          "$ref": "#/definitions/renderObjectStyle"
+                        },
+                        {
+                          "$ref": "#/definitions/renderLinePoints"
+                        }
+                      ],
+                      "minItems": 3,
+                      "maxItems": 3
+                    },
+                    {
+                      "prefixItems": [
+                        {
+                          "type": "string",
+                          "enum": ["Image"]
+                        },
+                        {
+                          "$ref": "#/definitions/renderObjectStyle"
+                        },
+                        {
+                          "$ref": "#/definitions/renderImage"
+                        }
+                      ],
+                      "minItems": 3,
+                      "maxItems": 3
+                    },
+                    {
+                      "prefixItems": [
+                        {
+                          "type": "string",
+                          "enum": ["Text"]
+                        },
+                        {
+                          "$ref": "#/definitions/renderObjectStyle"
+                        },
+                        {
+                          "$ref": "#/definitions/renderText"
+                        }
+                      ],
+                      "minItems": 3,
+                      "maxItems": 3
+                    }
+                  ]
+                }
+              },
+              "required": ["name", "parameters"]
+            },
+            {
+              "properties": {
+                "name": {
+                  "type": "string",
+                  "enum": ["UpdateRenderObject"]
+                },
+                "parameters": {
+                  "type": "array",
+                  "anyOf": [
+                    {
+                      "prefixItems": [
+                        {
+                          "$ref": "#/definitions/renderObjectId"
+                        },
+                        {
+                          "$ref": "#/definitions/renderObjectStyle"
+                        }
+                      ],
+                      "minItems": 2,
+                      "maxItems": 2
+                    },
+                    {
+                      "prefixItems": [
+                        {
+                          "$ref": "#/definitions/renderObjectId"
+                        },
+                        {
+                          "$ref": "#/definitions/renderObjectStyle"
+                        },
+                        {
+                          "$ref": "#/definitions/renderLinePoints"
+                        }
+                      ],
+                      "minItems": 3,
+                      "maxItems": 3
+                    },
+                    {
+                      "prefixItems": [
+                        {
+                          "type": "string",
+                          "enum": ["Image"]
+                        },
+                        {
+                          "$ref": "#/definitions/renderObjectStyle"
+                        },
+                        {
+                          "$ref": "#/definitions/renderImage"
+                        }
+                      ],
+                      "minItems": 3,
+                      "maxItems": 3
+                    },
+                    {
+                      "prefixItems": [
+                        {
+                          "type": "string",
+                          "enum": ["Text"]
+                        },
+                        {
+                          "$ref": "#/definitions/renderObjectStyle"
+                        },
+                        {
+                          "$ref": "#/definitions/renderText"
+                        }
+                      ],
+                      "minItems": 3,
+                      "maxItems": 3
+                    }
+                  ]
+                }
+              },
+              "required": ["name", "parameters"]
+            },
+            {
+              "properties": {
+                "name": {
+                  "type": "string",
+                  "enum": ["DeleteRenderObject"]
+                },
+                "parameters": {
+                  "type": "array",
+                  "anyOf": [
+                    {
+                      "prefixItems": [
+                        {
+                          "$ref": "#/definitions/renderObjectId"
+                        }
+                      ],
+                      "minItems": 1,
+                      "maxItems": 1
+                    }
+                  ]
+                }
+              },
+              "required": ["name", "parameters"]
+            },
+            {
+              "properties": {
+                "name": {
+                  "type": "string",
+                  "enum": ["ClearRenderObjects"]
+                },
+                "parameters": {
+                  "type": "array"
+                }
+              },
+              "required": ["name"]
+            }
+          ]
+        }
+      },
+      "required": ["header", "command"]
+    }
+  },
+  "required": ["message"]
+}
diff --git a/src/askui/tools/askui/askui_ui_controller_grpc/json_schema/AgentOS-Send-Response-2501.json b/src/askui/tools/askui/askui_ui_controller_grpc/json_schema/AgentOS-Send-Response-2501.json
new file mode 100644
index 00000000..864551a8
--- /dev/null
+++ b/src/askui/tools/askui/askui_ui_controller_grpc/json_schema/AgentOS-Send-Response-2501.json
@@ -0,0 +1,149 @@
+{
+  "title": "AskUI AgentOS Send Response Schema",
+  "description": "Defines the schema for the controller gRPC API Send response.",
+  "type": "object",
+  "definitions": {
+    "length": {
+      "anyOf": [
+        {
+          "type": "string",
+          "pattern": "^(\\d+(\\.\\d+)?(px|%)|auto)$",
+          "default": "0px"
+        },
+        {
+          "type": "number",
+          "default": 0.0
+        }
+      ]
+    },
+    "location2": {
+      "type": "object",
+      "additionalProperties": false,
+      "properties": {
+        "x": {
+          "$ref": "#/definitions/length"
+        },
+        "y": {
+          "$ref": "#/definitions/length"
+        }
+      },
+      "required": ["x", "y"]
+    },
+    "renderObjectId": {
+      "type": "integer",
+      "minimum": 0,
+      "maximum": 18446744073709551615
+    },
+    "actionId": {
+      "type": "integer",
+      "minimum": 0,
+      "maximum": 2147483647
+    }
+  },
+  "properties": {
+    "message": {
+      "type": "object",
+      "properties": {
+        "command": {
+          "type": "object",
+          "oneOf": [
+            {
+              "properties": {
+                "name": {
+                  "type": "string",
+                  "enum": ["GetMousePosition"]
+                },
+                "actionId": {
+                  "$ref": "#/definitions/actionId"
+                },
+                "response": {
+                  "type": "object",
+                  "additionalProperties": false,
+                  "properties": {
+                    "position": {
+                      "$ref": "#/definitions/location2"
+                    }
+                  },
+                  "required": ["position"]
+                }
+              },
+              "required": ["name", "actionId", "response"]
+            },
+            {
+              "properties": {
+                "name": {
+                  "type": "string",
+                  "enum": ["SetMousePosition"]
+                },
+                "actionId": {
+                  "$ref": "#/definitions/actionId"
+                }
+              },
+              "required": ["name", "actionId"]
+            },
+            {
+              "properties": {
+                "name": {
+                  "type": "string",
+                  "enum": ["AddRenderObject"]
+                },
+                "actionId": {
+                  "$ref": "#/definitions/actionId"
+                },
+                "response": {
+                  "type": "object",
+                  "additionalProperties": false,
+                  "properties": {
+                    "id": {
+                      "$ref": "#/definitions/renderObjectId"
+                    }
+                  },
+                  "required": ["id"]
+                }
+              },
+              "required": ["name", "actionId", "response"]
+            },
+            {
+              "properties": {
+                "name": {
+                  "type": "string",
+                  "enum": ["UpdateRenderObject"]
+                },
+                "actionId": {
+                  "$ref": "#/definitions/actionId"
+                }
+              },
+              "required": ["name", "actionId"]
+            },
+            {
+              "properties": {
+                "name": {
+                  "type": "string",
+                  "enum": ["DeleteRenderObject"]
+                },
+                "actionId": {
+                  "$ref": "#/definitions/actionId"
+                }
+              },
+              "required": ["name", "actionId"]
+            },
+            {
+              "properties": {
+                "name": {
+                  "type": "string",
+                  "enum": ["ClearRenderObjects"]
+                },
+                "actionId": {
+                  "$ref": "#/definitions/actionId"
+                }
+              },
+              "required": ["name", "actionId"]
+            }
+          ]
+        }
+      },
+      "required": ["command"]
+    }
+  },
+  "required": ["message"]
+}
diff --git a/src/askui/tools/askui/command_helpers.py b/src/askui/tools/askui/command_helpers.py
new file mode 100644
index 00000000..8e250ff5
--- /dev/null
+++ b/src/askui/tools/askui/command_helpers.py
@@ -0,0 +1,189 @@
+from pydantic import Field, constr
+from typing_extensions import Annotated, Union
+
+from askui.tools.agent_os import Coordinate
+from askui.tools.askui.askui_ui_controller_grpc.generated.AgentOS_Send_Request_2501 import (  # noqa: E501
+    AskuiAgentosSendRequestSchema,
+    Command,
+    Command1,
+    Command2,
+    Command3,
+    Command4,
+    Command5,
+    Guid,
+    Header,
+    Length,
+    Location2,
+    Message,
+    Name,
+    Name1,
+    Name2,
+    Name3,
+    Name4,
+    Name5,
+    RenderImage,
+    RenderLinePoints,
+    RenderObjectId,
+    RenderObjectStyle,
+    RenderText,
+)
+
+LengthType = Union[
+    Annotated[str, constr(pattern=r"^(\d+(\.\d+)?(px|%)|auto)$")], int, float
+]
+
+ColorType = Union[
+    Annotated[str, constr(pattern=r"^#([0-9a-fA-F]{6})$")],  # Hex color like #RRGGBB
+    Annotated[
+        str, constr(pattern=r"^rgb\(\s*(\d{1,3})\s*,\s*(\d{1,3})\s*,\s*(\d{1,3})\s*\)$")
+    ],  # RGB color like rgb(255, 0, 128)
+]
+
+
+def create_style(
+    top: LengthType | None = None,
+    left: LengthType | None = None,
+    bottom: LengthType | None = None,
+    right: LengthType | None = None,
+    width: LengthType | None = None,
+    height: LengthType | None = None,
+    color: ColorType | None = None,
+    opacity: Annotated[float, Field(ge=0.0, le=1.0)] | None = None,
+    visible: bool | None = None,
+    font_size: LengthType | None = None,
+    line_width: LengthType | None = None,
+) -> RenderObjectStyle:
+    """Create a style object with the specified properties."""
+
+    return RenderObjectStyle.model_validate(
+        {
+            "top": top,
+            "left": left,
+            "bottom": bottom,
+            "right": right,
+            "width": width,
+            "height": height,
+            "color": color,
+            "opacity": opacity,
+            "visible": visible,
+            "font-size": font_size,
+            "line-width": line_width,
+        }
+    )
+
+
+def create_get_mouse_position_command(
+    session_guid: str,
+) -> AskuiAgentosSendRequestSchema:
+    command = Command(name=Name.GetMousePosition)
+
+    header = Header(authentication=Guid(root=session_guid))
+    message = Message(header=header, command=command)
+    return AskuiAgentosSendRequestSchema(message=message)
+
+
+def create_set_mouse_position_command(
+    x: int, y: int, session_guid: str
+) -> AskuiAgentosSendRequestSchema:
+    location = Location2(x=Length(root=x), y=Length(root=y))
+    command = Command1(name=Name1.SetMousePosition, parameters=[location])
+
+    header = Header(authentication=Guid(root=session_guid))
+    message = Message(header=header, command=command)
+    return AskuiAgentosSendRequestSchema(message=message)
+
+
+def create_quad_command(
+    style: RenderObjectStyle, session_guid: str
+) -> AskuiAgentosSendRequestSchema:
+    renderStyle = RenderObjectStyle(**style.model_dump(exclude_none=True))
+    command = Command2(name=Name2.AddRenderObject, parameters=["Quad", renderStyle])
+
+    header = Header(authentication=Guid(root=session_guid))
+    message = Message(header=header, command=command)
+
+    return AskuiAgentosSendRequestSchema(message=message)
+
+
+def create_line_command(
+    style: RenderObjectStyle, points: list[Coordinate], session_guid: str
+) -> AskuiAgentosSendRequestSchema:
+    command = Command2(
+        name=Name2.AddRenderObject,
+        parameters=["Line", style, create_render_line_points(points)],
+    )
+
+    header = Header(authentication=Guid(root=session_guid))
+    message = Message(header=header, command=command)
+
+    return AskuiAgentosSendRequestSchema(message=message)
+
+
+def create_image_command(
+    style: RenderObjectStyle, image_data: str, session_guid: str
+) -> AskuiAgentosSendRequestSchema:
+    image = RenderImage(root=image_data)
+    command = Command2(name=Name2.AddRenderObject, parameters=["Image", style, image])
+
+    header = Header(authentication=Guid(root=session_guid))
+    message = Message(header=header, command=command)
+
+    return AskuiAgentosSendRequestSchema(message=message)
+
+
+def create_text_command(
+    style: RenderObjectStyle, text_content: str, session_guid: str
+) -> AskuiAgentosSendRequestSchema:
+    text = RenderText(root=text_content)
+    command = Command2(name=Name2.AddRenderObject, parameters=["Text", style, text])
+
+    header = Header(authentication=Guid(root=session_guid))
+    message = Message(header=header, command=command)
+
+    return AskuiAgentosSendRequestSchema(message=message)
+
+
+def create_render_line_points(points: list[Coordinate]) -> RenderLinePoints:
+    location_points = [
+        Location2(x=Length(root=point.x), y=Length(root=point.y)) for point in points
+    ]
+
+    return RenderLinePoints(location_points)
+
+
+def create_render_object_id(object_id: int) -> RenderObjectId:
+    return RenderObjectId(root=object_id)
+
+
+def create_update_render_object_command(
+    object_id: int, style: RenderObjectStyle, session_guid: str
+) -> AskuiAgentosSendRequestSchema:
+    command = Command3(name=Name3.UpdateRenderObject, parameters=[object_id, style])
+
+    header = Header(authentication=Guid(root=session_guid))
+    message = Message(header=header, command=command)
+
+    return AskuiAgentosSendRequestSchema(message=message)
+
+
+def create_delete_render_object_command(
+    object_id: int, session_guid: str
+) -> AskuiAgentosSendRequestSchema:
+    render_object_id = create_render_object_id(object_id)
+    command = Command4(name=Name4.DeleteRenderObject, parameters=[render_object_id])
+
+    header = Header(authentication=Guid(root=session_guid))
+    message = Message(header=header, command=command)
+
+    return AskuiAgentosSendRequestSchema(message=message)
+
+
+def create_clear_render_objects_command(
+    session_guid: str,
+) -> AskuiAgentosSendRequestSchema:
+    command = Command5(name=Name5.ClearRenderObjects, parameters=[])
+
+    header = Header(authentication=Guid(root=session_guid))
+    message = Message(header=header, command=command)
+
+    return AskuiAgentosSendRequestSchema(message=message)
diff --git a/tests/conftest.py b/tests/conftest.py
index 83e27bce..e84c3007 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -67,3 +67,10 @@ def disable_telemetry() -> None:
     from askui.container import telemetry
 
     telemetry.set_processors([])
+
+
+@pytest.fixture
+def askui_logo_bmp(path_fixtures: pathlib.Path) -> Image.Image:
+    """Fixture providing askui logo as BMP."""
+    screenshot_path = path_fixtures / "images" / "logo.bmp"
+    return Image.open(screenshot_path)
diff --git a/tests/fixtures/images/logo.bmp b/tests/fixtures/images/logo.bmp
new file mode 100644
index 00000000..5b6a07b4
Binary files /dev/null and b/tests/fixtures/images/logo.bmp differ
diff --git a/tests/integration/tools/askui/test_askui_controller.py b/tests/integration/tools/askui/test_askui_controller.py
index fb940a18..28fbe87f 100644
--- a/tests/integration/tools/askui/test_askui_controller.py
+++ b/tests/integration/tools/askui/test_askui_controller.py
@@ -1,3 +1,5 @@
+import base64
+import io
 from pathlib import Path
 from typing import Literal
 
@@ -5,10 +7,14 @@
 from PIL import Image
 
 from askui.reporting import CompositeReporter
+from askui.tools.agent_os import Coordinate
 from askui.tools.askui.askui_controller import (
     AskUiControllerClient,
     AskUiControllerServer,
 )
+from askui.tools.askui.command_helpers import (
+    create_style,
+)
 
 
 @pytest.fixture
@@ -132,15 +138,6 @@ def test_get_display_information(controller_client: AskUiControllerClient) -> No
         assert display_info is not None
 
 
-def test_get_mouse_position(controller_client: AskUiControllerClient) -> None:
-    """Test getting current mouse coordinates"""
-    with controller_client:
-        position = controller_client.get_mouse_position()
-        assert position is not None
-        assert hasattr(position, "x")
-        assert hasattr(position, "y")
-
-
 def test_get_process_list(controller_client: AskUiControllerClient) -> None:
     """Test retrieving running processes"""
     with controller_client:
@@ -179,7 +176,7 @@ def test_set_keyboard_delay(controller_client: AskUiControllerClient) -> None:
 def test_run_command(controller_client: AskUiControllerClient) -> None:
     """Test executing shell commands"""
     with controller_client:
-        controller_client.run_command("echo test")
+        controller_client.run_command("echo test", 0)
 
 
 def test_get_action_count(controller_client: AskUiControllerClient) -> None:
@@ -202,3 +199,183 @@ def test_invalid_coordinates(controller_client: AskUiControllerClient) -> None:
     with controller_client:
         controller_client.mouse_move(-1, -1)
         controller_client.mouse_move(9999, 9999)
+
+
+def test_set_mouse_position(controller_client: AskUiControllerClient) -> None:
+    with controller_client:
+        controller_client.set_mouse_position(100, 100)
+
+
+def test_get_mouse_position(controller_client: AskUiControllerClient) -> None:
+    """Test getting current mouse coordinates"""
+    with controller_client:
+        position = controller_client.get_mouse_position()
+        assert position is not None
+        assert hasattr(position, "x")
+        assert hasattr(position, "y")
+
+
+def test_render_quad(controller_client: AskUiControllerClient) -> None:
+    """Test adding a quad render object to the display"""
+    with controller_client:
+        style = create_style(
+            width=0.9,
+            height=100,
+            top="200px",
+            left="10%",
+            color="#ff0000",
+            opacity=1,
+        )
+
+        response = controller_client.render_quad(style)
+
+        assert response is not None
+
+
+def test_render_line(controller_client: AskUiControllerClient) -> None:
+    """Test rendering a line object to the display"""
+    with controller_client:
+        style = create_style(
+            color="#00ff00",
+            line_width=4,
+            opacity=0.8,
+        )
+        points = [Coordinate(x=100, y=100), Coordinate(x=500, y=500)]
+
+        response = controller_client.render_line(style, points)
+        assert response is not None
+
+
+def test_render_image(
+    controller_client: AskUiControllerClient,
+    askui_logo_bmp: Image.Image,
+) -> None:
+    """Test rendering an image object to the display"""
+    with controller_client:
+        style = create_style(
+            width=200,
+            height=200,
+            top=200,
+            left=200,
+            opacity=0.9,
+        )
+
+        img_buffer = io.BytesIO()
+        askui_logo_bmp.save(img_buffer, format="BMP")
+        img_bytes = img_buffer.getvalue()
+        base64_image = base64.b64encode(img_bytes).decode("utf-8")
+
+        response = controller_client.render_image(style, base64_image)
+        assert response is not None
+
+
+def test_render_text(controller_client: AskUiControllerClient) -> None:
+    """Test rendering a text object to the display"""
+    with controller_client:
+        style = create_style(
+            width=300,
+            height=50,
+            top=100,
+            left=100,
+            color="#0000ff",
+            font_size=33,
+            opacity=0.9,
+        )
+
+        response = controller_client.render_text(style, "Hello World!")
+        assert response is not None
+
+
+def test_update_render_object(controller_client: AskUiControllerClient) -> None:
+    """Test updating an existing render object"""
+    with controller_client:
+        style = create_style(
+            width=0.9,
+            height=100,
+            top="200px",
+            left="10%",
+            color="#ff0000",
+            opacity=1,
+        )
+
+        object_id = controller_client.render_quad(style)
+        assert object_id is not None
+
+        update_style = create_style(
+            width=0.5,
+            height=100,
+            top="200px",
+            left="10%",
+            color="#ff0000",
+            opacity=1,
+        )
+
+        controller_client.update_render_object(object_id, update_style)
+
+
+def test_update_text_object(controller_client: AskUiControllerClient) -> None:
+    """Test updating an existing render object"""
+    with controller_client:
+        style = create_style(
+            width=300,
+            height=50,
+            top=100,
+            left=100,
+            color="#0000ff",
+            font_size=33,
+            opacity=0.9,
+        )
+
+        object_id = controller_client.render_text(style, "Hello World!")
+        assert object_id is not None
+
+        update_style = create_style(
+            width=0.5,
+            height=100,
+            top="200px",
+            left="10%",
+            color="#ff0000",
+            opacity=1,
+        )
+
+        controller_client.update_render_object(object_id, update_style)
+
+
+def test_delete_render_object(controller_client: AskUiControllerClient) -> None:
+    """Test deleting an existing render object"""
+    with controller_client:
+        style = create_style(
+            width=1.0,
+            height=100,
+            color="#ff0000",
+            top=100,
+            left=0,
+        )
+        quad_id = controller_client.render_quad(style)
+        assert quad_id is not None
+
+        controller_client.delete_render_object(quad_id)
+
+
+def test_clear_render_objects(controller_client: AskUiControllerClient) -> None:
+    """Test clearing all render objects"""
+    with controller_client:
+        style1 = create_style(
+            width=100,
+            height=50,
+            color="#ff0000",
+            top=100,
+            left=100,
+        )
+        style2 = create_style(
+            width=200,
+            height=100,
+            color="#00ff00",
+            top=200,
+            left=200,
+        )
+
+        controller_client.render_quad(style1)
+        controller_client.render_quad(style2)
+
+        controller_client.clear_render_objects()