Adam
3274cfafe7
add concurrent session management and resource isolation
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Implement concurrent session management for MCP server with:
- SessionManager with computer instance pooling
- Concurrent task execution support
- New tools: get_session_stats, cleanup_session
- Graceful shutdown and resource cleanup
- Fix nested asyncio event loop issues
- Add comprehensive tests and documentation
Enables multiple concurrent clients with proper resource isolation
while maintaining backward compatibility.
2025-10-06 18:37:10 -04:00
Adam
671845001c
update README with corrected MCP config and clarified usage
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- Updated the README to clarify how to configure cua-mcp-server for Claude Desktop and other MCP clients.
- Fixed the example development configuration to use an absolute/expanded path rather than `~`, preventing issues with Claude’s sandboxed execution.
- Aligned instructions with the current start_mcp_server.sh behavior, ensuring the correct virtual environment and PYTHONPATH are always set.
- Improved wording for consistency across installation, development, and usage sections.
2025-10-01 11:49:17 -04:00
Adam
37864faef2
Fix MCP server startup and tool schema issues in server.py and start_mcp_server.sh
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Changes
- Refactored `server.py`:
- Delayed server instantiation to avoid double-import issues and RuntimeWarning.
- Reworked `run_cua_task` and `run_multi_cua_tasks` to yield structured output
(text + screenshots) in a Pydantic-compatible format.
- Added helper functions for normalising message content, extracting text,
and serialising tool outputs.
- Improved logging and error handling for clearer debugging.
- Updated `start_mcp_server.sh`:
- Ensures Python path points to repo-local `.venv`.
- Sets `PYTHONPATH` correctly for all `libs/python/*` packages.
- Added clear debug output for python binary, repo dir, and PYTHONPATH.
Why
- Fixed `PydanticSchemaGenerationError` when returning `Image` objects from
tool functions.
- Prevented `FastMCP.__init__()` errors by aligning with supported arguments.
- Removed duplicate module loading at startup that triggered RuntimeWarnings.
- Improved clarity of server startup logs for easier integration with Claude Desktop.
Outcome
The MCP server now starts cleanly, registers all tools, and stays connected
with Claude Desktop without schema errors or double-import issues.
2025-09-30 18:52:04 -04:00
Adam
ee615390e9
Typo Correction
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test_mcp_server_streaming.py update typo
2025-09-25 16:26:24 -04:00
Adam
65263112cd
Stream MCP responses instead of buffering
2025-09-25 16:07:53 -04:00
James Murdza
bdb8e56e10
Merge pull request #420 from JagjeevanAK/jagjeevan/372
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fix: updated server endpoint from `/vms/push` to `/lume/vms/push`
2025-09-22 15:07:16 -04:00
Jagjeevan Kashid
1b008332da
updated server endpoint from /vms/push to /lume/vms/push
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Signed-off-by: Jagjeevan Kashid <jagjeevandev97@gmail.com >
2025-09-22 14:54:23 +05:30
James Murdza
99aaab7688
Clarify Prebuilt Images documentation
2025-09-21 13:32:11 -06:00
James Murdza
ee90efb85d
Merge pull request #419 from YeIIcw/examples/hud_eval
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🔧 Improve HUD eval script: auto-discover .env and simplify usage
2025-09-21 14:22:32 -04:00
Adam
fb8268f794
Update hud_eval_examples.py
2025-09-21 07:04:55 -04:00
Adam
dd5892d7bd
Update hud_eval_examples.py
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added documentation
2025-09-21 07:04:24 -04:00
Adam
6dd46742be
Create hud_eval_examples.py
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Created .py file for running hud eval
2025-09-20 20:58:45 -04:00
f-trycua
0c817960b0
Remove blogpost videos from assets
2025-09-20 19:47:32 +02:00
f-trycua
81e32846c2
Update windows-sandbox.md
2025-09-20 19:46:14 +02:00
f-trycua
ae69a12483
Update introducing-cua-cloud-containers.md
2025-09-20 19:43:22 +02:00
f-trycua
961be43708
Update human-in-the-loop.md
2025-09-20 19:41:47 +02:00
f-trycua
b4eea2be31
Update build-your-own-operator-on-macos-2.md
2025-09-20 19:39:53 +02:00
f-trycua
c089b9afd3
Update build-your-own-operator-on-macos-1.md
2025-09-20 19:38:24 +02:00
f-trycua
ef5f9d3eb2
Update bringing-computer-use-to-the-web.md
2025-09-20 19:34:04 +02:00
f-trycua
65b12f2a5b
Update app-use.md
2025-09-20 19:32:43 +02:00
f-trycua
ae4d31ef60
Update trajectory-viewer.md
2025-09-20 19:27:37 +02:00
f-trycua
3f5d0546bd
Fix broken blogpost assets ref
2025-09-20 19:24:41 +02:00
Dillon DuPont
28f097f987
Merge branch 'main' of https://github.com/trycua/cua
2025-09-19 19:23:16 -04:00
Dillon DuPont
1346feb125
Add postponed annotations to internvl.py
2025-09-19 19:23:13 -04:00
ddupont
3ac566f53a
Merge pull request #416 from trycua/feat/auth-ttl
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[Agent] Add CUA_AUTH_TTL_SECONDS env, change default from 5s to 60s
2025-09-19 19:22:03 -04:00
Dillon DuPont
26ff9e1105
Add CUA_AUTH_TTL_SECONDS env, change default from 5s to 60s
2025-09-18 12:40:59 -04:00
ddupont
c6740fe097
Merge pull request #415 from trycua/integrations/ollama
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Add ollama notebook
2025-09-18 11:36:03 -04:00
Dillon DuPont
821bd03e48
remove extra prints
2025-09-18 11:27:50 -04:00
Dillon DuPont
ed42c17fa8
Merge branch 'main' into integrations/ollama
2025-09-18 10:56:43 -04:00
Dillon DuPont
297801fecb
fixed wording
2025-09-18 10:55:39 -04:00
Dillon DuPont
e7a20fe4c2
latest nb
2025-09-18 10:53:00 -04:00
Dillon DuPont
03d7806549
Fixed invalid trajectory names on ollama
2025-09-18 10:52:45 -04:00
Dillon DuPont
13fc9e2e90
updated nb
2025-09-18 10:51:16 -04:00
Dillon DuPont
af4a328cec
latest notebook
2025-09-18 10:42:48 -04:00
Dillon DuPont
5928c41dc0
Rewrote notebook to be easier to follow
2025-09-18 10:39:19 -04:00
f-trycua
6faaf0dea8
Add oss blogposts
2025-09-17 17:07:58 +02:00
Dillon DuPont
b9185ad54e
Merge branch 'main' into integrations/ollama
2025-09-16 19:09:25 -04:00
ddupont
88ee0ecaee
Merge pull request #362 from trycua/models/opencua
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[Agent] Add OpenCUA, InternVL, and Holo models
2025-09-16 12:56:31 -04:00
Dillon DuPont
6ddddf8f88
fix internVL inference
2025-09-16 12:56:07 -04:00
Dillon DuPont
9147e8eeaf
Added "cua-agent[internvl-hf]" dep
2025-09-16 12:02:07 -04:00
Dillon DuPont
7cf27b1cc3
docs organization
2025-09-15 16:47:34 -04:00
Dillon DuPont
a46c276e70
updated model docs
2025-09-15 16:41:39 -04:00
Dillon DuPont
c5bbd4611a
add qwen2_5_vl.py
2025-09-15 16:29:26 -04:00
Dillon DuPont
7a7de5d50f
add holo models
2025-09-15 16:10:54 -04:00
Dillon DuPont
c217ed13af
wording change
2025-09-15 16:01:31 -04:00
Dillon DuPont
3a1244e1c1
updated model zoo
2025-09-15 15:59:33 -04:00
Dillon DuPont
eba94ce919
added internVL, Holo1.5, and OpenCUA to readme
2025-09-15 15:55:33 -04:00
Dillon DuPont
ca564b2436
Merge branch 'main' into models/opencua
2025-09-15 15:11:15 -04:00
James Murdza
b4b45e5b8b
Upgrade HUD SDK to 0.4.26
2025-09-14 00:34:51 -04:00
James Murdza
8096fbfd34
Upgrade HUD SDK to 0.4.25
2025-09-13 22:43:12 -04:00
