diff --git a/.coveragerc b/.coveragerc
new file mode 100644
index 0000000..b2dcc36
--- /dev/null
+++ b/.coveragerc
@@ -0,0 +1,22 @@
+[run]
+source = roundtable_mcp_server,claudable_helper
+omit =
+ */tests/*
+ */test_*.py
+ */__pycache__/*
+ */site-packages/*
+ */venv/*
+
+[report]
+exclude_lines =
+ pragma: no cover
+ def __repr__
+ raise AssertionError
+ raise NotImplementedError
+ if __name__ == .__main__.:
+ if TYPE_CHECKING:
+ @abstractmethod
+ @abc.abstractmethod
+
+[html]
+directory = htmlcov
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..e9e5d19
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,25 @@
+version: 2
+updates:
+ # Python dependencies
+ - package-ecosystem: "pip"
+ directory: "/"
+ schedule:
+ interval: "weekly"
+ open-pull-requests-limit: 10
+ labels:
+ - "dependencies"
+ - "python"
+ commit-message:
+ prefix: "chore(deps)"
+
+ # GitHub Actions
+ - package-ecosystem: "github-actions"
+ directory: "/"
+ schedule:
+ interval: "weekly"
+ open-pull-requests-limit: 5
+ labels:
+ - "dependencies"
+ - "github-actions"
+ commit-message:
+ prefix: "chore(deps)"
diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
new file mode 100644
index 0000000..ca92b9c
--- /dev/null
+++ b/.github/workflows/codeql.yml
@@ -0,0 +1,38 @@
+name: "CodeQL"
+
+on:
+ push:
+ branches: [ "main", "extended" ]
+ pull_request:
+ branches: [ "main", "extended" ]
+
+jobs:
+ analyze:
+ name: Analyze
+ runs-on: ubuntu-latest
+ permissions:
+ actions: read
+ contents: read
+ security-events: write
+
+ strategy:
+ fail-fast: false
+ matrix:
+ language: [ 'python' ]
+
+ steps:
+ - name: Checkout repository
+ uses: actions/checkout@v4
+
+ - name: Initialize CodeQL
+ uses: github/codeql-action/init@v3
+ with:
+ languages: ${{ matrix.language }}
+
+ - name: Autobuild
+ uses: github/codeql-action/autobuild@v3
+
+ - name: Perform CodeQL Analysis
+ uses: github/codeql-action/analyze@v3
+ with:
+ category: "/language:${{matrix.language}}"
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..d930a41
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,50 @@
+name: Release
+
+on:
+ push:
+ tags:
+ - 'v*'
+
+permissions:
+ contents: write
+
+jobs:
+ build:
+ runs-on: ubuntu-latest
+
+ steps:
+ - uses: actions/checkout@v4
+
+ - name: Set up Python
+ uses: actions/setup-python@v5
+ with:
+ python-version: '3.12'
+
+ - name: Install build dependencies
+ run: |
+ python -m pip install --upgrade pip
+ pip install build twine
+
+ - name: Build package
+ run: python -m build
+
+ - name: Check package
+ run: twine check dist/*
+
+ - name: Create GitHub Release
+ uses: softprops/action-gh-release@v1
+ with:
+ files: dist/*
+ generate_release_notes: true
+ draft: false
+ prerelease: false
+ env:
+ GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+ - name: Publish to PyPI
+ if: startsWith(github.ref, 'refs/tags/v')
+ env:
+ TWINE_USERNAME: __token__
+ TWINE_PASSWORD: ${{ secrets.PYPI_API_TOKEN }}
+ run: twine upload dist/*
+ continue-on-error: true
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000..f4c6355
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,75 @@
+name: Tests
+
+on:
+ push:
+ branches: [ main, extended ]
+ pull_request:
+ branches: [ main ]
+
+jobs:
+ test:
+ runs-on: ubuntu-latest
+ strategy:
+ matrix:
+ python-version: ['3.10', '3.11', '3.12']
+
+ steps:
+ - uses: actions/checkout@v4
+
+ - name: Set up Python ${{ matrix.python-version }}
+ uses: actions/setup-python@v5
+ with:
+ python-version: ${{ matrix.python-version }}
+
+ - name: Cache pip packages
+ uses: actions/cache@v4
+ with:
+ path: ~/.cache/pip
+ key: ${{ runner.os }}-pip-${{ hashFiles('**/pyproject.toml') }}
+ restore-keys: |
+ ${{ runner.os }}-pip-
+
+ - name: Install dependencies
+ run: |
+ python -m pip install --upgrade pip
+ pip install -e ".[dev]"
+
+ - name: Run tests with pytest
+ run: |
+ pytest -v --cov --cov-report=xml --cov-report=term
+
+ - name: Upload coverage to Codecov
+ uses: codecov/codecov-action@v4
+ with:
+ file: ./coverage.xml
+ flags: unittests
+ name: codecov-umbrella
+ fail_ci_if_error: false
+
+ lint:
+ runs-on: ubuntu-latest
+
+ steps:
+ - uses: actions/checkout@v4
+
+ - name: Set up Python
+ uses: actions/setup-python@v5
+ with:
+ python-version: '3.12'
+
+ - name: Install dependencies
+ run: |
+ python -m pip install --upgrade pip
+ pip install ruff black mypy
+
+ - name: Run ruff
+ run: ruff check .
+ continue-on-error: true
+
+ - name: Run black
+ run: black --check .
+ continue-on-error: true
+
+ - name: Run mypy
+ run: mypy roundtable_mcp_server --ignore-missing-imports
+ continue-on-error: true
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..c13a4ef
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,97 @@
+# Environment & secrets
+.env
+.env.*
+!.env.example
+REMOTE.md
+
+# AI agents & copilot โ NEVER track
+AGENTS.md
+.github/copilot-instructions.md
+.github/copilot*.md
+.copilot/
+.kiro/
+.cursor/
+.aider*
+.continue/
+.cline/
+.roo/
+.windsurf/
+.augment*
+codex.md
+claude.md
+CLAUDE.md
+.claude/
+
+# Debug & screenshots โ NEVER track
+debug/
+
+# Reference docs โ NEVER track
+reference/
+
+# Python
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+*.egg
+.installed.cfg
+pip-log.txt
+.mypy_cache/
+.ruff_cache/
+.pytest_cache/
+.coverage
+.coverage.*
+htmlcov/
+coverage.xml
+*.cover
+.tox/
+.nox/
+.venv/
+venv/
+env/
+ENV/
+
+# IDE & OS
+.idea/
+.vscode/
+*.swp
+*.swo
+*~
+.DS_Store
+Thumbs.db
+Desktop.ini
+.directory
+
+# Logs & temp
+*.log
+tmp/
+.cache/
+*.tmp
+*.bak
+*.orig
+
+# Docker (local)
+docker-compose.override.yml
+
+# Databases (local)
+*.sqlite3
+*.db
+
+# Project-specific
+.juno_task/
+.roundtable/
+.benchmarks/
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..be3f7b2
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,661 @@
+ GNU AFFERO GENERAL PUBLIC LICENSE
+ Version 3, 19 November 2007
+
+ Copyright (C) 2007 Free Software Foundation, Inc.
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
+
+ Preamble
+
+ The GNU Affero General Public License is a free, copyleft license for
+software and other kinds of works, specifically designed to ensure
+cooperation with the community in the case of network server software.
+
+ The licenses for most software and other practical works are designed
+to take away your freedom to share and change the works. By contrast,
+our General Public Licenses are intended to guarantee your freedom to
+share and change all versions of a program--to make sure it remains free
+software for all its users.
+
+ When we speak of free software, we are referring to freedom, not
+price. Our General Public Licenses are designed to make sure that you
+have the freedom to distribute copies of free software (and charge for
+them if you wish), that you receive source code or can get it if you
+want it, that you can change the software or use pieces of it in new
+free programs, and that you know you can do these things.
+
+ Developers that use our General Public Licenses protect your rights
+with two steps: (1) assert copyright on the software, and (2) offer
+you this License which gives you legal permission to copy, distribute
+and/or modify the software.
+
+ A secondary benefit of defending all users' freedom is that
+improvements made in alternate versions of the program, if they
+receive widespread use, become available for other developers to
+incorporate. Many developers of free software are heartened and
+encouraged by the resulting cooperation. However, in the case of
+software used on network servers, this result may fail to come about.
+The GNU General Public License permits making a modified version and
+letting the public access it on a server without ever releasing its
+source code to the public.
+
+ The GNU Affero General Public License is designed specifically to
+ensure that, in such cases, the modified source code becomes available
+to the community. It requires the operator of a network server to
+provide the source code of the modified version running there to the
+users of that server. Therefore, public use of a modified version, on
+a publicly accessible server, gives the public access to the source
+code of the modified version.
+
+ An older license, called the Affero General Public License and
+published by Affero, was designed to accomplish similar goals. This is
+a different license, not a version of the Affero GPL, but Affero has
+released a new version of the Affero GPL which permits relicensing under
+this license.
+
+ The precise terms and conditions for copying, distribution and
+modification follow.
+
+ TERMS AND CONDITIONS
+
+ 0. Definitions.
+
+ "This License" refers to version 3 of the GNU Affero General Public License.
+
+ "Copyright" also means copyright-like laws that apply to other kinds of
+works, such as semiconductor masks.
+
+ "The Program" refers to any copyrightable work licensed under this
+License. Each licensee is addressed as "you". "Licensees" and
+"recipients" may be individuals or organizations.
+
+ To "modify" a work means to copy from or adapt all or part of the work
+in a fashion requiring copyright permission, other than the making of an
+exact copy. The resulting work is called a "modified version" of the
+earlier work or a work "based on" the earlier work.
+
+ A "covered work" means either the unmodified Program or a work based
+on the Program.
+
+ To "propagate" a work means to do anything with it that, without
+permission, would make you directly or secondarily liable for
+infringement under applicable copyright law, except executing it on a
+computer or modifying a private copy. Propagation includes copying,
+distribution (with or without modification), making available to the
+public, and in some countries other activities as well.
+
+ To "convey" a work means any kind of propagation that enables other
+parties to make or receive copies. Mere interaction with a user through
+a computer network, with no transfer of a copy, is not conveying.
+
+ An interactive user interface displays "Appropriate Legal Notices"
+to the extent that it includes a convenient and prominently visible
+feature that (1) displays an appropriate copyright notice, and (2)
+tells the user that there is no warranty for the work (except to the
+extent that warranties are provided), that licensees may convey the
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+the interface presents a list of user commands or options, such as a
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+ The "source code" for a work means the preferred form of the work
+for making modifications to it. "Object code" means any non-source
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+than the work as a whole, that (a) is included in the normal form of
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+produce the work, or an object code interpreter used to run it.
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+the work, and the source code for shared libraries and dynamically
+linked subprograms that the work is specifically designed to require,
+such as by intimate data communication or control flow between those
+subprograms and other parts of the work.
+
+ The Corresponding Source need not include anything that users
+can regenerate automatically from other parts of the Corresponding
+Source.
+
+ The Corresponding Source for a work in source code form is that
+same work.
+
+ 2. Basic Permissions.
+
+ All rights granted under this License are granted for the term of
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+rights of fair use or other equivalent, as provided by copyright law.
+
+ You may make, run and propagate covered works that you do not
+convey, without conditions so long as your license otherwise remains
+in force. You may convey covered works to others for the sole purpose
+of having them make modifications exclusively for you, or provide you
+with facilities for running those works, provided that you comply with
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+for you must do so exclusively on your behalf, under your direction
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+ 3. Protecting Users' Legal Rights From Anti-Circumvention Law.
+
+ No covered work shall be deemed part of an effective technological
+measure under any applicable law fulfilling obligations under article
+11 of the WIPO copyright treaty adopted on 20 December 1996, or
+similar laws prohibiting or restricting circumvention of such
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+circumvention of technological measures to the extent such circumvention
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+
+ You may convey verbatim copies of the Program's source code as you
+receive it, in any medium, provided that you conspicuously and
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+non-permissive terms added in accord with section 7 apply to the code;
+keep intact all notices of the absence of any warranty; and give all
+recipients a copy of this License along with the Program.
+
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+and you may offer support or warranty protection for a fee.
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+
+ a) The work must carry prominent notices stating that you modified
+ it, and giving a relevant date.
+
+ b) The work must carry prominent notices stating that it is
+ released under this License and any conditions added under section
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+
+ c) You must license the entire work, as a whole, under this
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+ License will therefore apply, along with any applicable section 7
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+the scope of its coverage, prohibits the exercise of, or is
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+for and in connection with specific products or compilations that
+contain the covered work, unless you entered into that arrangement,
+or that patent license was granted, prior to 28 March 2007.
+
+ Nothing in this License shall be construed as excluding or limiting
+any implied license or other defenses to infringement that may
+otherwise be available to you under applicable patent law.
+
+ 12. No Surrender of Others' Freedom.
+
+ If conditions are imposed on you (whether by court order, agreement or
+otherwise) that contradict the conditions of this License, they do not
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+License and any other pertinent obligations, then as a consequence you may
+not convey it at all. For example, if you agree to terms that obligate you
+to collect a royalty for further conveying from those to whom you convey
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+License would be to refrain entirely from conveying the Program.
+
+ 13. Remote Network Interaction; Use with the GNU General Public License.
+
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+Program, your modified version must prominently offer all users
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+following paragraph.
+
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+permission to link or combine any covered work with a work licensed
+under version 3 of the GNU General Public License into a single
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+3 of the GNU General Public License.
+
+ 14. Revised Versions of this License.
+
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+will be similar in spirit to the present version, but may differ in detail to
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+SUCH DAMAGES.
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+an absolute waiver of all civil liability in connection with the
+Program, unless a warranty or assumption of liability accompanies a
+copy of the Program in return for a fee.
+
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+
+ How to Apply These Terms to Your New Programs
+
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+possible use to the public, the best way to achieve this is to make it
+free software which everyone can redistribute and change under these terms.
+
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+to attach them to the start of each source file to most effectively
+state the exclusion of warranty; and each file should have at least
+the "copyright" line and a pointer to where the full notice is found.
+
+
+ Copyright (C)
+
+ This program is free software: you can redistribute it and/or modify
+ it under the terms of the GNU Affero General Public License as published by
+ the Free Software Foundation, either version 3 of the License, or
+ (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ GNU Affero General Public License for more details.
+
+ You should have received a copy of the GNU Affero General Public License
+ along with this program. If not, see .
+
+Also add information on how to contact you by electronic and paper mail.
+
+ If your software can interact with users remotely through a computer
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+of the code. There are many ways you could offer source, and different
+solutions will be better for different programs; see section 13 for the
+specific requirements.
+
+ You should also get your employer (if you work as a programmer) or school,
+if any, to sign a "copyright disclaimer" for the program, if necessary.
+For more information on this, and how to apply and follow the GNU AGPL, see
+.
diff --git a/README.md b/README.md
index d34516b..7b2e3d3 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,9 @@
# Roundtable AI MCP Server
[](https://badge.fury.io/py/roundtable-ai)
+[](https://github.com/allwiya/roundtable/actions/workflows/test.yml)
+[](https://github.com/allwiya/roundtable/actions/workflows/codeql.yml)
+[](https://codecov.io/gh/allwiya/roundtable)
[](https://opensource.org/licenses/MIT)
[](https://www.python.org/downloads/)
@@ -11,7 +14,7 @@ Stop copy-pasting between AI models. Roundtable AI is a local MCP server that le
**Key Features:**
- **Context Continuity**: Shared project context across all sub-agents
- **Parallel Execution**: All agents work simultaneously
-- **Model Specialization**: Right AI for each task (Gemini's 1M context, Claude's reasoning, Codex's implementation)
+- **Model Specialization**: Right AI for each task (Gemini's 1M context, Claude's reasoning, Codex's implementation, Qwen's code generation)
- **Zero Markup**: Uses your existing CLI tools and API subscriptions
- **26+ IDE Support**: Works with Claude Code, Cursor, VS Code, JetBrains, and more
@@ -31,9 +34,12 @@ Stop copy-pasting between AI models. Roundtable AI is a local MCP server that le
## Quick Start
```bash
-# Install Roundtable AI
+# Install Roundtable AI (standard)
pip install roundtable-ai
+# Or from GitHub (until PyPI merge)
+pip install git+https://github.com/allwiya/roundtable.git@v0.5.0
+
# Check available AI tools
roundtable-ai --check
@@ -41,12 +47,12 @@ roundtable-ai --check
roundtable-ai
# Use specific assistants only
-roundtable-ai --agents codex,claude
+roundtable-ai --agents codex,claude,qwen
```
**One-liner for Claude Code:**
```bash
-claude mcp add roundtable-ai -- roundtable-ai --agents gemini,claude,codex,cursor
+claude mcp add roundtable-ai -- roundtable-ai --agents gemini,claude,codex,cursor,qwen
```
**Try this multi-agent prompt in your IDE:**
@@ -230,12 +236,22 @@ Aggregate findings into a performance optimization plan with measurable improvem
pip install roundtable-ai
```
+**Alternative (until PyPI merge):**
+```bash
+pip install git+https://github.com/allwiya/roundtable.git@v0.5.0
+```
+
### Using UV/UVX (Recommended for faster installs)
```bash
uvx roundtable-ai@latest
```
+**Alternative (until PyPI merge):**
+```bash
+uvx --from git+https://github.com/allwiya/roundtable.git@v0.5.0 roundtable-ai
+```
+
## IDE Integration
Roundtable AI supports 26+ MCP-compatible clients. Here are the top 7:
@@ -274,7 +290,7 @@ cursor://anysphere.cursor-deeplink/mcp/install?name=roundtable-ai&config=eyJ0eXB
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -292,7 +308,7 @@ cursor://anysphere.cursor-deeplink/mcp/install?name=roundtable-ai&config=eyJ0eXB
"roundtable-ai@latest"
],
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -310,7 +326,7 @@ cursor://anysphere.cursor-deeplink/mcp/install?name=roundtable-ai&config=eyJ0eXB
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -325,7 +341,7 @@ cursor://anysphere.cursor-deeplink/mcp/install?name=roundtable-ai&config=eyJ0eXB
"command": "uvx",
"args": ["roundtable-ai@latest"],
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -343,7 +359,7 @@ cursor://anysphere.cursor-deeplink/mcp/install?name=roundtable-ai&config=eyJ0eXB
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -358,7 +374,7 @@ cursor://anysphere.cursor-deeplink/mcp/install?name=roundtable-ai&config=eyJ0eXB
"command": "uvx",
"args": ["roundtable-ai@latest"],
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -375,7 +391,7 @@ cursor://anysphere.cursor-deeplink/mcp/install?name=roundtable-ai&config=eyJ0eXB
[mcp_servers.roundtable-ai]
command = "roundtable-ai"
args = []
-env = { "CLI_MCP_SUBAGENTS" = "codex,claude,cursor,gemini" }
+env = { "CLI_MCP_SUBAGENTS" = "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo" }
```
**Using UVX:**
@@ -384,7 +400,7 @@ env = { "CLI_MCP_SUBAGENTS" = "codex,claude,cursor,gemini" }
[mcp_servers.roundtable-ai]
command = "uvx"
args = ["roundtable-ai@latest"]
-env = { "CLI_MCP_SUBAGENTS" = "codex,claude,cursor,gemini" }
+env = { "CLI_MCP_SUBAGENTS" = "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo" }
```
### 6. Windsurf
@@ -398,7 +414,7 @@ env = { "CLI_MCP_SUBAGENTS" = "codex,claude,cursor,gemini" }
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -413,7 +429,7 @@ env = { "CLI_MCP_SUBAGENTS" = "codex,claude,cursor,gemini" }
"command": "uvx",
"args": ["roundtable-ai@latest"],
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -431,7 +447,7 @@ env = { "CLI_MCP_SUBAGENTS" = "codex,claude,cursor,gemini" }
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -446,7 +462,7 @@ env = { "CLI_MCP_SUBAGENTS" = "codex,claude,cursor,gemini" }
"command": "uvx",
"args": ["roundtable-ai@latest"],
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -467,26 +483,43 @@ Roundtable AI integrates with **26+ different IDEs and AI coding tools**:
"command": "roundtable-ai",
"transport": "stdio",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
```
#### GitHub Copilot
+**Standard Configuration** (recommended):
```json
{
"github.copilot.mcp.servers": {
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
}
```
+**Alternative Configuration** (if ENV variables don't work):
+```json
+{
+ "github.copilot.mcp.servers": {
+ "roundtable-ai": {
+ "command": "roundtable-ai",
+ "args": [
+ "--agents=codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
+ ]
+ }
+ }
+}
+```
+
+> **Note**: GitHub Copilot CLI has a known bug with environment variables. If the standard configuration doesn't work, use the alternative format with `args` instead of `env`.
+
---
### ๐ฅ๏ธ Desktop IDEs
@@ -503,7 +536,7 @@ Roundtable AI integrates with **26+ different IDEs and AI coding tools**:
"command": "roundtable-ai",
"transport": "stdio",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini",
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo",
}
}
```
@@ -522,7 +555,7 @@ Create `mcp_config.json` in your project root:
"command": "roundtable-ai",
"transport": "stdio",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -543,7 +576,7 @@ Add to `settings.json` (Cmd/Ctrl + ,):
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -568,7 +601,7 @@ Edit `~/.gemini/settings.json`:
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -596,7 +629,7 @@ rovo mcp list
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -615,7 +648,7 @@ Edit configuration in `~/.aws/q-developer/config.json`:
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -635,7 +668,7 @@ Create or edit `crush.json` in your project:
"command": "roundtable-ai",
"transport": "stdio",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -656,7 +689,7 @@ Configure via Warp settings:
"name": "roundtable-ai",
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
```
@@ -677,7 +710,7 @@ Edit `~/.config/claude_desktop_config.json`:
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -701,7 +734,7 @@ Edit `~/.config/claude_desktop_config.json`:
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -736,7 +769,7 @@ Configure in Perplexity settings:
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -756,7 +789,7 @@ Add to Qodo Gen configuration:
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -779,7 +812,7 @@ Add to `opencode_config.json`:
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -795,7 +828,7 @@ Edit `config.toml`:
```toml
[mcp_servers.roundtable-ai]
command = "roundtable-ai"
-env = { CLI_MCP_SUBAGENTS = "codex,claude,cursor,gemini" }
+env = { CLI_MCP_SUBAGENTS = "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo" }
```
@@ -810,7 +843,7 @@ Configure in `~/.kiro/config.json`:
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -830,7 +863,7 @@ Add to Trae workspace configuration:
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -855,7 +888,7 @@ Add to Trae workspace configuration:
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -874,7 +907,7 @@ Configure via Zencoder settings panel:
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -894,7 +927,7 @@ Add to Augment Code workspace settings:
"command": "roundtable-ai",
"transport": "stdio",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -914,7 +947,7 @@ Configure in Roo Code project settings:
"roundtable-ai": {
"command": "roundtable-ai",
"env": {
- "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini"
+ "CLI_MCP_SUBAGENTS": "codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
}
}
}
@@ -931,7 +964,7 @@ Configure in Roo Code project settings:
#### Environment Variables Reference
```bash
# Specify which AI assistants to enable
-CLI_MCP_SUBAGENTS="codex,claude,cursor,gemini"
+CLI_MCP_SUBAGENTS="codex,claude,cursor,gemini,qwen,kiro,copilot,grok,kilocode,crush,opencode,antigravity,factory,rovo"
# Enable debug logging
@@ -994,6 +1027,12 @@ export CLI_MCP_IGNORE_AVAILABILITY=true
# Enable debug logging
export CLI_MCP_DEBUG=true
+
+# Enable verbose output
+export CLI_MCP_VERBOSE=true
+
+# Enable metrics collection (OPTIONAL)
+export CLI_MCP_METRICS=true
```
### Command Line Options
@@ -1017,6 +1056,50 @@ Options:
4. Push to the branch (`git push origin feature/amazing-feature`)
5. Open a Pull Request
+### Development Setup
+
+```bash
+# Clone repository
+git clone https://github.com/yourusername/roundtable.git
+cd roundtable
+
+# Install development dependencies
+pip install -e ".[dev]"
+
+# Or use the setup script
+./scripts/setup-dev.sh
+```
+
+### Running Tests
+
+```bash
+# Run all tests
+pytest
+
+# Run with coverage
+pytest --cov --cov-report=html
+
+# Run specific test types
+pytest -m unit # Unit tests only
+pytest -m integration # Integration tests only
+
+# Run specific test file
+pytest tests/unit/test_server_config.py
+```
+
+### Code Quality
+
+```bash
+# Format code
+black .
+
+# Lint code
+ruff check .
+
+# Type checking
+mypy roundtable_mcp_server
+```
+
## License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
diff --git a/build.sh b/build.sh
index a5795f9..d9f17f8 100755
--- a/build.sh
+++ b/build.sh
@@ -94,7 +94,7 @@ fi
# Install build dependencies if not present
echo -e "${BLUE}๐ฅ Installing build dependencies...${NC}"
-pip install --upgrade build twine toml
+uv pip install --upgrade build twine toml
# Clean previous builds
echo -e "${BLUE}๐งน Cleaning previous builds...${NC}"
diff --git a/claudable_helper/cli/adapters/antigravity_cli.py b/claudable_helper/cli/adapters/antigravity_cli.py
new file mode 100644
index 0000000..9bdfd72
--- /dev/null
+++ b/claudable_helper/cli/adapters/antigravity_cli.py
@@ -0,0 +1,37 @@
+"""Antigravity CLI adapter for Roundtable AI MCP Server."""
+
+import asyncio
+from datetime import datetime
+from pathlib import Path
+from typing import Any, AsyncIterator, Dict, List, Optional
+
+from claudable_helper.cli.base import BaseCLI
+from claudable_helper.models.messages import Message, MessageType
+
+
+class AntigravityCLI(BaseCLI):
+ def __init__(self):
+ super().__init__()
+ self.cli_type = "antigravity"
+
+ async def check_availability(self) -> Dict[str, Any]:
+ try:
+ proc = await asyncio.create_subprocess_shell("antigravity --help", stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE)
+ stdout, stderr = await proc.communicate()
+ return {"available": proc.returncode == 0, "status": "โ Antigravity CLI Available" if proc.returncode == 0 else f"โ Antigravity CLI failed"}
+ except Exception as e:
+ return {"available": False, "status": f"โ Antigravity CLI error: {str(e)}"}
+
+ async def execute_with_streaming(self, instruction: str, project_path: str, session_id: Optional[str] = None, model: Optional[str] = None, images: Optional[List[Dict[str, Any]]] = None, is_initial_prompt: bool = False) -> AsyncIterator[Message]:
+ project_path = str(Path(project_path).absolute())
+ cmd = ["antigravity", instruction, "--project", project_path]
+ try:
+ proc = await asyncio.create_subprocess_exec(*cmd, stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE, cwd=project_path)
+ if proc.stdout:
+ async for line in proc.stdout:
+ line_text = line.decode().strip()
+ if line_text:
+ yield Message(project_id=project_path, role="assistant", message_type=MessageType.ASSISTANT, content=line_text, session_id=session_id or "default", created_at=datetime.utcnow())
+ await proc.wait()
+ except Exception as e:
+ yield Message(project_id=project_path, role="assistant", message_type=MessageType.ERROR, content=f"Error: {str(e)}", session_id=session_id or "default", created_at=datetime.utcnow())
diff --git a/claudable_helper/cli/adapters/codex_cli.py b/claudable_helper/cli/adapters/codex_cli.py
index d29e5d8..30be46c 100644
--- a/claudable_helper/cli/adapters/codex_cli.py
+++ b/claudable_helper/cli/adapters/codex_cli.py
@@ -105,6 +105,7 @@ async def execute_with_streaming(
cmd = [
"codex",
+ "--skip-git-repo-check",
"--cd",
workdir_abs,
"proto",
@@ -654,7 +655,11 @@ def _find_latest_rollout_for_project(self, project_id: str) -> Optional[str]:
return None
# Return the most recent file (same as codex_chat.py "latest" logic)
- latest_file = candidates[0]
+ latest_file = candidates[0] if candidates else None
+ if not latest_file:
+ ui.debug(f"No valid rollout file found for project {project_id}", "Codex")
+ return None
+
rollout_path = str(latest_file.resolve())
ui.debug(
diff --git a/claudable_helper/cli/adapters/copilot_cli.py b/claudable_helper/cli/adapters/copilot_cli.py
new file mode 100644
index 0000000..fb048a5
--- /dev/null
+++ b/claudable_helper/cli/adapters/copilot_cli.py
@@ -0,0 +1,123 @@
+"""GitHub Copilot CLI adapter for Roundtable AI MCP Server."""
+
+import asyncio
+from datetime import datetime
+from pathlib import Path
+from typing import Any, AsyncIterator, Dict, List, Optional
+
+from claudable_helper.cli.base import BaseCLI
+from claudable_helper.core.terminal_ui import ui
+from claudable_helper.models.messages import Message, MessageType
+
+
+class CopilotCLI(BaseCLI):
+ """Adapter for GitHub Copilot CLI."""
+
+ def __init__(self):
+ super().__init__(cli_type="copilot")
+ self.session_mapping: Dict[str, str] = {}
+
+ async def check_availability(self) -> Dict[str, Any]:
+ """Check if GitHub Copilot CLI is available."""
+ try:
+ proc = await asyncio.create_subprocess_shell(
+ "gh copilot --help",
+ stdout=asyncio.subprocess.PIPE,
+ stderr=asyncio.subprocess.PIPE,
+ )
+ stdout, stderr = await proc.communicate()
+
+ if proc.returncode == 0:
+ return {
+ "available": True,
+ "status": "โ GitHub Copilot CLI Available",
+ "version": "latest",
+ }
+ else:
+ return {
+ "available": False,
+ "status": f"โ GitHub Copilot CLI failed: {stderr.decode()}",
+ }
+ except Exception as e:
+ return {
+ "available": False,
+ "status": f"โ GitHub Copilot CLI error: {str(e)}",
+ }
+
+ async def execute_with_streaming(
+ self,
+ instruction: str,
+ project_path: str,
+ session_id: Optional[str] = None,
+ model: Optional[str] = None,
+ images: Optional[List[Dict[str, Any]]] = None,
+ is_initial_prompt: bool = False,
+ ) -> AsyncIterator[Message]:
+ """Execute GitHub Copilot CLI with streaming output."""
+
+ project_path = str(Path(project_path).absolute())
+
+ # Build command - gh copilot suggest
+ cmd = [
+ "gh",
+ "copilot",
+ "suggest",
+ instruction,
+ ]
+
+ ui.info(f"Executing GitHub Copilot CLI: {' '.join(cmd)}", "CopilotCLI")
+
+ try:
+ proc = await asyncio.create_subprocess_exec(
+ *cmd,
+ stdout=asyncio.subprocess.PIPE,
+ stderr=asyncio.subprocess.PIPE,
+ cwd=project_path,
+ )
+
+ # Stream stdout
+ if proc.stdout:
+ async for line in proc.stdout:
+ line_text = line.decode().strip()
+ if line_text:
+ yield Message(
+ project_id=project_path,
+ role="assistant",
+ message_type=MessageType.ASSISTANT,
+ content=line_text,
+ session_id=session_id or "default",
+ created_at=datetime.utcnow(),
+ )
+
+ await proc.wait()
+
+ if proc.returncode != 0 and proc.stderr:
+ stderr = await proc.stderr.read()
+ error_msg = stderr.decode().strip()
+ yield Message(
+ project_id=project_path,
+ role="assistant",
+ message_type=MessageType.ERROR,
+ content=f"GitHub Copilot CLI error: {error_msg}",
+ session_id=session_id or "default",
+ created_at=datetime.utcnow(),
+ )
+
+ except Exception as e:
+ ui.error(f"GitHub Copilot CLI execution failed: {str(e)}", "CopilotCLI")
+ yield Message(
+ project_id=project_path,
+ role="assistant",
+ message_type=MessageType.ERROR,
+ content=f"Execution error: {str(e)}",
+ session_id=session_id or "default",
+ created_at=datetime.utcnow(),
+ )
+
+ async def get_session_id(self, project_id: str) -> Optional[str]:
+ """Get current session ID for project"""
+ return self.session_mapping.get(project_id)
+
+ async def set_session_id(self, project_id: str, session_id: str) -> None:
+ """Set session ID for project in memory"""
+ self.session_mapping[project_id] = session_id
diff --git a/claudable_helper/cli/adapters/crush_cli.py b/claudable_helper/cli/adapters/crush_cli.py
new file mode 100644
index 0000000..8cfa677
--- /dev/null
+++ b/claudable_helper/cli/adapters/crush_cli.py
@@ -0,0 +1,45 @@
+"""Crush CLI adapter for Roundtable AI MCP Server."""
+
+import asyncio
+from datetime import datetime
+from pathlib import Path
+from typing import Any, AsyncIterator, Dict, List, Optional
+
+from claudable_helper.cli.base import BaseCLI
+from claudable_helper.models.messages import Message, MessageType
+
+
+class CrushCLI(BaseCLI):
+ def __init__(self):
+ super().__init__(cli_type="crush")
+ self.session_mapping: Dict[str, str] = {}
+
+ async def check_availability(self) -> Dict[str, Any]:
+ try:
+ proc = await asyncio.create_subprocess_shell("crush --help", stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE)
+ stdout, stderr = await proc.communicate()
+ return {"available": proc.returncode == 0, "status": "โ Crush CLI Available" if proc.returncode == 0 else f"โ Crush CLI failed"}
+ except Exception as e:
+ return {"available": False, "status": f"โ Crush CLI error: {str(e)}"}
+
+ async def execute_with_streaming(self, instruction: str, project_path: str, session_id: Optional[str] = None, model: Optional[str] = None, images: Optional[List[Dict[str, Any]]] = None, is_initial_prompt: bool = False) -> AsyncIterator[Message]:
+ project_path = str(Path(project_path).absolute())
+ cmd = ["crush", instruction, "--project", project_path]
+ try:
+ proc = await asyncio.create_subprocess_exec(*cmd, stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE, cwd=project_path)
+ if proc.stdout:
+ async for line in proc.stdout:
+ line_text = line.decode().strip()
+ if line_text:
+ yield Message(project_id=project_path, role="assistant", message_type=MessageType.ASSISTANT, content=line_text, session_id=session_id or "default", created_at=datetime.utcnow())
+ await proc.wait()
+ except Exception as e:
+ yield Message(project_id=project_path, role="assistant", message_type=MessageType.ERROR, content=f"Error: {str(e)}", session_id=session_id or "default", created_at=datetime.utcnow())
+
+ async def get_session_id(self, project_id: str) -> Optional[str]:
+ """Get current session ID for project"""
+ return self.session_mapping.get(project_id)
+
+ async def set_session_id(self, project_id: str, session_id: str) -> None:
+ """Set session ID for project in memory"""
+ self.session_mapping[project_id] = session_id
diff --git a/claudable_helper/cli/adapters/factory_cli.py b/claudable_helper/cli/adapters/factory_cli.py
new file mode 100644
index 0000000..bdeb1cd
--- /dev/null
+++ b/claudable_helper/cli/adapters/factory_cli.py
@@ -0,0 +1,45 @@
+"""Factory/Droid CLI adapter for Roundtable AI MCP Server."""
+
+import asyncio
+from datetime import datetime
+from pathlib import Path
+from typing import Any, AsyncIterator, Dict, List, Optional
+
+from claudable_helper.cli.base import BaseCLI
+from claudable_helper.models.messages import Message, MessageType
+
+
+class FactoryCLI(BaseCLI):
+ def __init__(self):
+ super().__init__(cli_type="factory")
+ self.session_mapping: Dict[str, str] = {}
+
+ async def check_availability(self) -> Dict[str, Any]:
+ try:
+ proc = await asyncio.create_subprocess_shell("droid --help", stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE)
+ stdout, stderr = await proc.communicate()
+ return {"available": proc.returncode == 0, "status": "โ Factory/Droid CLI Available" if proc.returncode == 0 else f"โ Factory/Droid CLI failed"}
+ except Exception as e:
+ return {"available": False, "status": f"โ Factory/Droid CLI error: {str(e)}"}
+
+ async def execute_with_streaming(self, instruction: str, project_path: str, session_id: Optional[str] = None, model: Optional[str] = None, images: Optional[List[Dict[str, Any]]] = None, is_initial_prompt: bool = False) -> AsyncIterator[Message]:
+ project_path = str(Path(project_path).absolute())
+ cmd = ["droid", "exec", instruction]
+ try:
+ proc = await asyncio.create_subprocess_exec(*cmd, stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE, cwd=project_path)
+ if proc.stdout:
+ async for line in proc.stdout:
+ line_text = line.decode().strip()
+ if line_text:
+ yield Message(project_id=project_path, role="assistant", message_type=MessageType.ASSISTANT, content=line_text, session_id=session_id or "default", created_at=datetime.utcnow())
+ await proc.wait()
+ except Exception as e:
+ yield Message(project_id=project_path, role="assistant", message_type=MessageType.ERROR, content=f"Error: {str(e)}", session_id=session_id or "default", created_at=datetime.utcnow())
+
+ async def get_session_id(self, project_id: str) -> Optional[str]:
+ """Get current session ID for project"""
+ return self.session_mapping.get(project_id)
+
+ async def set_session_id(self, project_id: str, session_id: str) -> None:
+ """Set session ID for project in memory"""
+ self.session_mapping[project_id] = session_id
diff --git a/claudable_helper/cli/adapters/grok_cli.py b/claudable_helper/cli/adapters/grok_cli.py
new file mode 100644
index 0000000..5920cf0
--- /dev/null
+++ b/claudable_helper/cli/adapters/grok_cli.py
@@ -0,0 +1,100 @@
+"""Grok CLI adapter for Roundtable AI MCP Server."""
+
+import asyncio
+from datetime import datetime
+from pathlib import Path
+from typing import Any, AsyncIterator, Dict, List, Optional
+
+from claudable_helper.cli.base import BaseCLI
+from claudable_helper.core.terminal_ui import ui
+from claudable_helper.models.messages import Message, MessageType
+
+
+class GrokCLI(BaseCLI):
+ """Adapter for Grok CLI."""
+
+ def __init__(self):
+ super().__init__(cli_type="grok")
+ self.session_mapping: Dict[str, str] = {}
+
+ async def check_availability(self) -> Dict[str, Any]:
+ """Check if Grok CLI is available."""
+ try:
+ proc = await asyncio.create_subprocess_shell(
+ "grok --help",
+ stdout=asyncio.subprocess.PIPE,
+ stderr=asyncio.subprocess.PIPE,
+ )
+ stdout, stderr = await proc.communicate()
+
+ if proc.returncode == 0:
+ return {"available": True, "status": "โ Grok CLI Available"}
+ else:
+ return {"available": False, "status": f"โ Grok CLI failed: {stderr.decode()}"}
+ except Exception as e:
+ return {"available": False, "status": f"โ Grok CLI error: {str(e)}"}
+
+ async def execute_with_streaming(
+ self,
+ instruction: str,
+ project_path: str,
+ session_id: Optional[str] = None,
+ model: Optional[str] = None,
+ images: Optional[List[Dict[str, Any]]] = None,
+ is_initial_prompt: bool = False,
+ ) -> AsyncIterator[Message]:
+ """Execute Grok CLI with streaming output."""
+ project_path = str(Path(project_path).absolute())
+ cmd = ["grok", "chat", instruction, "--project", project_path]
+
+ try:
+ proc = await asyncio.create_subprocess_exec(
+ *cmd,
+ stdout=asyncio.subprocess.PIPE,
+ stderr=asyncio.subprocess.PIPE,
+ cwd=project_path,
+ )
+
+ if proc.stdout:
+ async for line in proc.stdout:
+ line_text = line.decode().strip()
+ if line_text:
+ yield Message(
+ project_id=project_path,
+ role="assistant",
+ message_type=MessageType.ASSISTANT,
+ content=line_text,
+ session_id=session_id or "default",
+ created_at=datetime.utcnow(),
+ )
+
+ await proc.wait()
+
+ if proc.returncode != 0 and proc.stderr:
+ stderr = await proc.stderr.read()
+ yield Message(
+ project_id=project_path,
+ role="assistant",
+ message_type=MessageType.ERROR,
+ content=f"Grok CLI error: {stderr.decode().strip()}",
+ session_id=session_id or "default",
+ created_at=datetime.utcnow(),
+ )
+
+ except Exception as e:
+ yield Message(
+ project_id=project_path,
+ role="assistant",
+ message_type=MessageType.ERROR,
+ content=f"Execution error: {str(e)}",
+ session_id=session_id or "default",
+ created_at=datetime.utcnow(),
+ )
+
+ async def get_session_id(self, project_id: str) -> Optional[str]:
+ """Get current session ID for project"""
+ return self.session_mapping.get(project_id)
+
+ async def set_session_id(self, project_id: str, session_id: str) -> None:
+ """Set session ID for project in memory"""
+ self.session_mapping[project_id] = session_id
diff --git a/claudable_helper/cli/adapters/kilocode_cli.py b/claudable_helper/cli/adapters/kilocode_cli.py
new file mode 100644
index 0000000..b3e3c15
--- /dev/null
+++ b/claudable_helper/cli/adapters/kilocode_cli.py
@@ -0,0 +1,100 @@
+"""Kilocode CLI adapter for Roundtable AI MCP Server."""
+
+import asyncio
+from datetime import datetime
+from pathlib import Path
+from typing import Any, AsyncIterator, Dict, List, Optional
+
+from claudable_helper.cli.base import BaseCLI
+from claudable_helper.core.terminal_ui import ui
+from claudable_helper.models.messages import Message, MessageType
+
+
+class KilocodeCLI(BaseCLI):
+ """Adapter for Kilocode CLI."""
+
+ def __init__(self):
+ super().__init__(cli_type="kilocode")
+ self.session_mapping: Dict[str, str] = {}
+
+ async def check_availability(self) -> Dict[str, Any]:
+ """Check if Kilocode CLI is available."""
+ try:
+ proc = await asyncio.create_subprocess_shell(
+ "kilocode --help",
+ stdout=asyncio.subprocess.PIPE,
+ stderr=asyncio.subprocess.PIPE,
+ )
+ stdout, stderr = await proc.communicate()
+
+ if proc.returncode == 0:
+ return {"available": True, "status": "โ Kilocode CLI Available"}
+ else:
+ return {"available": False, "status": f"โ Kilocode CLI failed: {stderr.decode()}"}
+ except Exception as e:
+ return {"available": False, "status": f"โ Kilocode CLI error: {str(e)}"}
+
+ async def execute_with_streaming(
+ self,
+ instruction: str,
+ project_path: str,
+ session_id: Optional[str] = None,
+ model: Optional[str] = None,
+ images: Optional[List[Dict[str, Any]]] = None,
+ is_initial_prompt: bool = False,
+ ) -> AsyncIterator[Message]:
+ """Execute Kilocode CLI with streaming output."""
+ project_path = str(Path(project_path).absolute())
+ cmd = ["kilocode", instruction, "--path", project_path]
+
+ try:
+ proc = await asyncio.create_subprocess_exec(
+ *cmd,
+ stdout=asyncio.subprocess.PIPE,
+ stderr=asyncio.subprocess.PIPE,
+ cwd=project_path,
+ )
+
+ if proc.stdout:
+ async for line in proc.stdout:
+ line_text = line.decode().strip()
+ if line_text:
+ yield Message(
+ project_id=project_path,
+ role="assistant",
+ message_type=MessageType.ASSISTANT,
+ content=line_text,
+ session_id=session_id or "default",
+ created_at=datetime.utcnow(),
+ )
+
+ await proc.wait()
+
+ if proc.returncode != 0 and proc.stderr:
+ stderr = await proc.stderr.read()
+ yield Message(
+ project_id=project_path,
+ role="assistant",
+ message_type=MessageType.ERROR,
+ content=f"Kilocode CLI error: {stderr.decode().strip()}",
+ session_id=session_id or "default",
+ created_at=datetime.utcnow(),
+ )
+
+ except Exception as e:
+ yield Message(
+ project_id=project_path,
+ role="assistant",
+ message_type=MessageType.ERROR,
+ content=f"Execution error: {str(e)}",
+ session_id=session_id or "default",
+ created_at=datetime.utcnow(),
+ )
+
+ async def get_session_id(self, project_id: str) -> Optional[str]:
+ """Get current session ID for project"""
+ return self.session_mapping.get(project_id)
+
+ async def set_session_id(self, project_id: str, session_id: str) -> None:
+ """Set session ID for project in memory"""
+ self.session_mapping[project_id] = session_id
diff --git a/claudable_helper/cli/adapters/kiro_cli.py b/claudable_helper/cli/adapters/kiro_cli.py
new file mode 100644
index 0000000..0f8b7df
--- /dev/null
+++ b/claudable_helper/cli/adapters/kiro_cli.py
@@ -0,0 +1,143 @@
+"""Kiro CLI adapter for Roundtable AI MCP Server."""
+
+import asyncio
+import json
+import os
+from datetime import datetime
+from pathlib import Path
+from typing import Any, AsyncIterator, Dict, List, Optional
+
+from claudable_helper.cli.base import BaseCLI
+from claudable_helper.core.terminal_ui import ui
+from claudable_helper.models.messages import Message, MessageType
+
+
+class KiroCLI(BaseCLI):
+ """Adapter for Kiro CLI."""
+
+ def __init__(self):
+ super().__init__(cli_type="kiro")
+
+ async def check_availability(self) -> Dict[str, Any]:
+ """Check if Kiro CLI is available."""
+ try:
+ proc = await asyncio.create_subprocess_shell(
+ "kiro-cli --help",
+ stdout=asyncio.subprocess.PIPE,
+ stderr=asyncio.subprocess.PIPE,
+ )
+ stdout, stderr = await proc.communicate()
+
+ if proc.returncode == 0:
+ return {
+ "available": True,
+ "status": "โ Kiro CLI Available",
+ "version": "latest",
+ }
+ else:
+ return {
+ "available": False,
+ "status": f"โ Kiro CLI failed: {stderr.decode()}",
+ }
+ except Exception as e:
+ return {
+ "available": False,
+ "status": f"โ Kiro CLI error: {str(e)}",
+ }
+
+ def _get_cli_model_name(self, model: Optional[str]) -> str:
+ """Map generic model name to Kiro CLI model."""
+ if not model:
+ return "claude-sonnet-4"
+
+ model_map = {
+ "claude-3.5-sonnet": "claude-sonnet-4",
+ "claude-opus": "claude-opus-4",
+ "gpt-4": "gpt-4",
+ "gpt-5": "gpt-5",
+ "sonnet-4": "claude-sonnet-4",
+ }
+ return model_map.get(model, model)
+
+ async def execute_with_streaming(
+ self,
+ instruction: str,
+ project_path: str,
+ session_id: Optional[str] = None,
+ model: Optional[str] = None,
+ images: Optional[List[Dict[str, Any]]] = None,
+ is_initial_prompt: bool = False,
+ ) -> AsyncIterator[Message]:
+ """Execute Kiro CLI with streaming output."""
+
+ cli_model = self._get_cli_model_name(model)
+ project_path = str(Path(project_path).absolute())
+
+ # Build command - Kiro uses current directory, no --project-path flag
+ cmd = [
+ "kiro-cli",
+ "chat",
+ "--no-interactive",
+ "--trust-all-tools",
+ instruction,
+ ]
+
+ if cli_model:
+ cmd.extend(["--model", cli_model])
+
+ ui.info(f"Executing Kiro CLI: {' '.join(cmd)}", "KiroCLI")
+
+ try:
+ proc = await asyncio.create_subprocess_exec(
+ *cmd,
+ stdout=asyncio.subprocess.PIPE,
+ stderr=asyncio.subprocess.PIPE,
+ cwd=project_path, # Set working directory here
+ )
+
+ # Stream stdout
+ if proc.stdout:
+ async for line in proc.stdout:
+ line_text = line.decode().strip()
+ if line_text:
+ yield Message(
+ project_id=project_path,
+ role="assistant",
+ message_type=MessageType.ASSISTANT,
+ content=line_text,
+ session_id=session_id or "default",
+ created_at=datetime.utcnow(),
+ )
+
+ await proc.wait()
+
+ if proc.returncode != 0 and proc.stderr:
+ stderr = await proc.stderr.read()
+ error_msg = stderr.decode().strip()
+ yield Message(
+ project_id=project_path,
+ role="assistant",
+ message_type=MessageType.ERROR,
+ content=f"Kiro CLI error: {error_msg}",
+ session_id=session_id or "default",
+ created_at=datetime.utcnow(),
+ )
+
+ except Exception as e:
+ ui.error(f"Kiro CLI execution failed: {str(e)}", "KiroCLI")
+ yield Message(
+ project_id=project_path,
+ role="assistant",
+ message_type=MessageType.ERROR,
+ content=f"Execution error: {str(e)}",
+ session_id=session_id or "default",
+ created_at=datetime.utcnow(),
+ )
+
+ async def get_session_id(self, project_id: str) -> Optional[str]:
+ """Get session ID for project (Kiro doesn't use sessions)."""
+ return None
+
+ async def set_session_id(self, project_id: str, session_id: str) -> None:
+ """Set session ID for project (Kiro doesn't use sessions)."""
+ pass
diff --git a/claudable_helper/cli/adapters/opencode_cli.py b/claudable_helper/cli/adapters/opencode_cli.py
new file mode 100644
index 0000000..e08db6f
--- /dev/null
+++ b/claudable_helper/cli/adapters/opencode_cli.py
@@ -0,0 +1,45 @@
+"""OpenCode CLI adapter for Roundtable AI MCP Server."""
+
+import asyncio
+from datetime import datetime
+from pathlib import Path
+from typing import Any, AsyncIterator, Dict, List, Optional
+
+from claudable_helper.cli.base import BaseCLI
+from claudable_helper.models.messages import Message, MessageType
+
+
+class OpenCodeCLI(BaseCLI):
+ def __init__(self):
+ super().__init__(cli_type="opencode")
+ self.session_mapping: Dict[str, str] = {}
+
+ async def check_availability(self) -> Dict[str, Any]:
+ try:
+ proc = await asyncio.create_subprocess_shell("opencode --help", stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE)
+ stdout, stderr = await proc.communicate()
+ return {"available": proc.returncode == 0, "status": "โ OpenCode CLI Available" if proc.returncode == 0 else f"โ OpenCode CLI failed"}
+ except Exception as e:
+ return {"available": False, "status": f"โ OpenCode CLI error: {str(e)}"}
+
+ async def execute_with_streaming(self, instruction: str, project_path: str, session_id: Optional[str] = None, model: Optional[str] = None, images: Optional[List[Dict[str, Any]]] = None, is_initial_prompt: bool = False) -> AsyncIterator[Message]:
+ project_path = str(Path(project_path).absolute())
+ cmd = ["opencode", instruction, "--path", project_path]
+ try:
+ proc = await asyncio.create_subprocess_exec(*cmd, stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE, cwd=project_path)
+ if proc.stdout:
+ async for line in proc.stdout:
+ line_text = line.decode().strip()
+ if line_text:
+ yield Message(project_id=project_path, role="assistant", message_type=MessageType.ASSISTANT, content=line_text, session_id=session_id or "default", created_at=datetime.utcnow())
+ await proc.wait()
+ except Exception as e:
+ yield Message(project_id=project_path, role="assistant", message_type=MessageType.ERROR, content=f"Error: {str(e)}", session_id=session_id or "default", created_at=datetime.utcnow())
+
+ async def get_session_id(self, project_id: str) -> Optional[str]:
+ """Get current session ID for project"""
+ return self.session_mapping.get(project_id)
+
+ async def set_session_id(self, project_id: str, session_id: str) -> None:
+ """Set session ID for project in memory"""
+ self.session_mapping[project_id] = session_id
diff --git a/claudable_helper/cli/adapters/rovo_cli.py b/claudable_helper/cli/adapters/rovo_cli.py
new file mode 100644
index 0000000..b5fe133
--- /dev/null
+++ b/claudable_helper/cli/adapters/rovo_cli.py
@@ -0,0 +1,45 @@
+"""Rovo Dev CLI adapter for Roundtable AI MCP Server."""
+
+import asyncio
+from datetime import datetime
+from pathlib import Path
+from typing import Any, AsyncIterator, Dict, List, Optional
+
+from claudable_helper.cli.base import BaseCLI
+from claudable_helper.models.messages import Message, MessageType
+
+
+class RovoCLI(BaseCLI):
+ def __init__(self):
+ super().__init__(cli_type="rovo")
+ self.session_mapping: Dict[str, str] = {}
+
+ async def check_availability(self) -> Dict[str, Any]:
+ try:
+ proc = await asyncio.create_subprocess_shell("acli rovodev --help", stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE)
+ stdout, stderr = await proc.communicate()
+ return {"available": proc.returncode == 0, "status": "โ Rovo Dev CLI Available" if proc.returncode == 0 else f"โ Rovo Dev CLI failed"}
+ except Exception as e:
+ return {"available": False, "status": f"โ Rovo Dev CLI error: {str(e)}"}
+
+ async def execute_with_streaming(self, instruction: str, project_path: str, session_id: Optional[str] = None, model: Optional[str] = None, images: Optional[List[Dict[str, Any]]] = None, is_initial_prompt: bool = False) -> AsyncIterator[Message]:
+ project_path = str(Path(project_path).absolute())
+ cmd = ["acli", "rovodev", "run", instruction]
+ try:
+ proc = await asyncio.create_subprocess_exec(*cmd, stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE, cwd=project_path)
+ if proc.stdout:
+ async for line in proc.stdout:
+ line_text = line.decode().strip()
+ if line_text:
+ yield Message(project_id=project_path, role="assistant", message_type=MessageType.ASSISTANT, content=line_text, session_id=session_id or "default", created_at=datetime.utcnow())
+ await proc.wait()
+ except Exception as e:
+ yield Message(project_id=project_path, role="assistant", message_type=MessageType.ERROR, content=f"Error: {str(e)}", session_id=session_id or "default", created_at=datetime.utcnow())
+
+ async def get_session_id(self, project_id: str) -> Optional[str]:
+ """Get current session ID for project"""
+ return self.session_mapping.get(project_id)
+
+ async def set_session_id(self, project_id: str, session_id: str) -> None:
+ """Set session ID for project in memory"""
+ self.session_mapping[project_id] = session_id
diff --git a/docs/ARCHITECTURE.md b/docs/ARCHITECTURE.md
new file mode 100644
index 0000000..039be92
--- /dev/null
+++ b/docs/ARCHITECTURE.md
@@ -0,0 +1,384 @@
+# Architecture
+
+Technical architecture documentation for Roundtable AI.
+
+## System Overview
+
+Roundtable AI is a Model Context Protocol (MCP) server that orchestrates multiple AI coding assistants through a unified interface.
+
+```
+โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
+โ MCP Clients โ
+โ (Cursor, VS Code, Claude Desktop, JetBrains, etc.) โ
+โโโโโโโโโโโโโโโโโโโโโโฌโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
+ โ MCP Protocol (stdio/SSE)
+โโโโโโโโโโโโโโโโโโโโโโผโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
+โ Roundtable MCP Server โ
+โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ
+โ โ FastMCP Server โ โ
+โ โ - Tool Registration โ โ
+โ โ - Request Routing โ โ
+โ โ - Progress Reporting โ โ
+โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ
+โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ
+โ โ Configuration Manager โ โ
+โ โ - Environment Variables โ โ
+โ โ - Availability Cache โ โ
+โ โ - Agent Selection โ โ
+โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ
+โโโโโโโโโโโโโโโโโโโโโโฌโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
+ โ
+โโโโโโโโโโโโโโโโโโโโโโผโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
+โ CLI Adapter Framework โ
+โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ
+โ โ BaseCLI (Abstract) โ โ
+โ โ - check_availability() โ โ
+โ โ - execute_with_streaming() โ โ
+โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ
+โ โโโโโโโโโโโโฌโโโโโโโโโโโฌโโโโโโโโโโโฌโโโโโโโโโโโฌโโโโโโโ โ
+โ โ CodexCLI โClaudeCLI โCursorCLI โGeminiCLI โQwenCLIโ โ
+โ โโโโโโโโโโโโดโโโโโโโโโโโดโโโโโโโโโโโดโโโโโโโโโโโดโโโโโโโ โ
+โโโโโโโโโโโโโโโโโโโโโโฌโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
+ โ
+โโโโโโโโโโโโโโโโโโโโโโผโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
+โ External CLI Tools โ
+โ โโโโโโโโโโโโฌโโโโโโโโโโโฌโโโโโโโโโโโฌโโโโโโโโโโโฌโโโโโโโ โ
+โ โ codex โ claude โ cursor โ gemini โ qwen โ โ
+โ โโโโโโโโโโโโดโโโโโโโโโโโดโโโโโโโโโโโดโโโโโโโโโโโดโโโโโโโ โ
+โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
+```
+
+## Core Components
+
+### 1. MCP Server Layer
+
+**Location:** `roundtable_mcp_server/server.py`
+
+**Responsibilities:**
+- Expose MCP tools to clients
+- Handle tool invocations
+- Manage configuration
+- Report progress to clients
+- Aggregate responses
+
+**Key Classes:**
+- `ServerConfig` - Configuration model
+- `FastMCP` - MCP server instance
+
+**Tools Exposed:**
+- `check_{agent}_availability` - 5 tools
+- `{agent}_subagent` - 5 tools
+- Total: 10 tools
+
+### 2. CLI Adapter Layer
+
+**Location:** `claudable_helper/cli/`
+
+**Responsibilities:**
+- Abstract CLI interactions
+- Parse streaming output
+- Handle errors
+- Map models
+- Manage sessions
+
+**Key Classes:**
+- `BaseCLI` - Abstract base class
+- `{Agent}CLI` - Concrete implementations
+- `CLIType` - Agent type enum
+- `AdapterSession` - Session management
+
+**Adapters:**
+1. `CodexCLI` - OpenAI Codex
+2. `ClaudeCodeCLI` - Anthropic Claude Code
+3. `CursorAgentCLI` - Cursor
+4. `GeminiCLI` - Google Gemini
+5. `QwenCLI` - Alibaba Qwen
+
+### 3. Message System
+
+**Location:** `claudable_helper/models/messages.py`
+
+**Message Types:**
+- `ASSISTANT` - Agent responses
+- `TOOL_USE` - Tool invocations
+- `TOOL_RESULT` - Tool results
+- `ERROR` - Error messages
+- `RESULT` - Final results
+
+**Message Flow:**
+```
+CLI Output โ Parser โ Message โ Aggregator โ Response
+```
+
+### 4. Model Mapping
+
+**Location:** `claudable_helper/cli/base.py`
+
+Maps unified model names to CLI-specific names:
+
+```python
+MODEL_MAPPING = {
+ "claude": {
+ "opus-4.1": "claude-opus-4-1-20250805",
+ "sonnet-4": "claude-sonnet-4-20250514"
+ },
+ "cursor": {
+ "gpt-5": "gpt-5",
+ "sonnet-4": "sonnet-4"
+ },
+ # ... etc
+}
+```
+
+## Data Flow
+
+### Request Flow
+
+```
+1. User Request
+ โ
+2. MCP Client โ MCP Server
+ โ
+3. Tool Invocation (e.g., codex_subagent)
+ โ
+4. Configuration Check
+ โ
+5. Path Validation
+ โ
+6. CLI Adapter Initialization
+ โ
+7. Availability Check
+ โ
+8. Command Construction
+ โ
+9. Process Execution
+ โ
+10. Stream Parsing
+ โ
+11. Message Processing
+ โ
+12. Progress Reporting
+ โ
+13. Response Aggregation
+ โ
+14. Return to Client
+```
+
+### Streaming Flow
+
+```
+CLI Process
+ โ stdout
+LineBuffer (handles large lines)
+ โ
+JSON Parser
+ โ
+Message Constructor
+ โ
+Message Type Detection
+ โ
+Content Extraction
+ โ
+Progress Reporter (MCP)
+ โ
+Response Aggregator
+ โ
+Final Response
+```
+
+## Configuration System
+
+### Priority Order
+
+1. **Command Line Args** (`--agents`)
+2. **Environment Variables** (`CLI_MCP_SUBAGENTS`)
+3. **Availability Cache** (`~/.roundtable/availability_check.json`)
+4. **Default** (all agents)
+
+### Environment Variables
+
+```bash
+CLI_MCP_SUBAGENTS="codex,gemini" # Agent selection
+CLI_MCP_WORKING_DIR="/path" # Working directory
+CLI_MCP_DEBUG=true # Debug logging
+CLI_MCP_VERBOSE=true # Verbose output
+CLI_MCP_IGNORE_AVAILABILITY=true # Ignore cache
+```
+
+## Availability System
+
+### Detection Process
+
+```
+1. Check CLI exists (shutil.which)
+ โ
+2. Verify executable
+ โ
+3. Test execution
+ โ
+4. Cache result
+ โ
+5. Return availability status
+```
+
+### Cache Location
+
+- `~/.roundtable/availability_check.json`
+
+### Cache Format
+
+```json
+{
+ "codex": true,
+ "claude": false,
+ "cursor": true,
+ "gemini": true,
+ "qwen": false
+}
+```
+
+## Error Handling
+
+### Error Types
+
+1. **Configuration Errors** - Invalid config
+2. **Availability Errors** - CLI not found
+3. **Execution Errors** - CLI execution failed
+4. **Parsing Errors** - Invalid output format
+5. **Timeout Errors** - Execution timeout
+
+### Error Flow
+
+```
+Error Occurs
+ โ
+Log Error (with context)
+ โ
+Create Error Message
+ โ
+Report to Client (ctx.error)
+ โ
+Return Error Response
+```
+
+## Performance Considerations
+
+### Streaming
+
+- Uses `LineBuffer` for large lines (>64KB)
+- Async generators for memory efficiency
+- Progress reporting for UX
+
+### Caching
+
+- Availability results cached
+- Session IDs for continuity
+- Model mappings preloaded
+
+### Concurrency
+
+- Async/await throughout
+- Non-blocking I/O
+- Parallel agent execution (client-side)
+
+## Security
+
+### Input Validation
+
+- Path validation (absolute paths)
+- Directory existence checks
+- Command sanitization
+
+### Isolation
+
+- Each agent runs in separate process
+- No shared state between agents
+- Clean environment variables
+
+### Logging
+
+- Sensitive data filtered
+- Debug logs separate from user output
+- Structured logging format
+
+## Extensibility
+
+### Adding New Agents
+
+1. Create adapter class extending `BaseCLI`
+2. Implement required methods
+3. Add model mapping
+4. Register in server
+5. Add tests
+
+### Adding New Features
+
+1. Add to appropriate layer
+2. Update interfaces if needed
+3. Add tests
+4. Update documentation
+
+## Testing Strategy
+
+### Unit Tests
+
+- Individual component testing
+- Mock external dependencies
+- Fast execution
+
+### Integration Tests
+
+- End-to-end flows
+- Real CLI interactions (optional)
+- Slower execution
+
+### Coverage Target
+
+- 80%+ overall coverage
+- 100% for critical paths
+
+## Deployment
+
+### Package Distribution
+
+- PyPI package
+- GitHub releases
+- Docker image (future)
+
+### Installation Methods
+
+1. `pip install roundtable-ai`
+2. `uvx roundtable-ai@latest`
+3. From source: `pip install -e .`
+
+## Monitoring
+
+### Logs
+
+- Location: `.juno_task/logs/roundtable_mcp_server.log`
+- Format: Structured with timestamps
+- Levels: DEBUG, INFO, ERROR
+
+### Metrics (Future)
+
+- Execution time per agent
+- Token usage
+- Success/failure rates
+- Agent selection frequency
+
+## Future Enhancements
+
+### Planned
+
+- More agents (Windsurf, Aider, etc.)
+- Metrics collection
+- Health checks
+- Performance monitoring
+- Docker support
+
+### Under Consideration
+
+- Web UI
+- Agent chaining
+- Custom agent plugins
+- Cloud deployment
diff --git a/docs/CHANGELOG.md b/docs/CHANGELOG.md
new file mode 100644
index 0000000..d1b54cf
--- /dev/null
+++ b/docs/CHANGELOG.md
@@ -0,0 +1,60 @@
+# Changelog
+
+All notable changes to this project will be documented in this file.
+
+The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
+and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
+
+## [Unreleased]
+
+### Added
+- Qwen agent support (5th agent available)
+- Comprehensive test suite with 27 tests
+- GitHub Actions CI/CD pipeline
+- CodeQL security scanning
+- Dependabot configuration
+- CONTRIBUTING.md guide
+- DEVELOPMENT.md guide
+- Test coverage reporting with Codecov
+- Development setup script
+
+### Changed
+- Updated README with CI/CD badges
+- Improved documentation structure
+
+### Fixed
+- Code Scanning blocking issue resolved
+
+## [0.5.0] - 2024-12-09
+
+### Added
+- Initial release with 4 agents (Codex, Claude, Cursor, Gemini)
+- FastMCP server implementation
+- CLI adapter framework
+- Model mapping system
+- Streaming message support
+- Progress reporting
+- Availability checking
+- Session management
+
+### Features
+- Context continuity across agents
+- Parallel execution support
+- Model specialization
+- Zero markup pricing
+- 26+ IDE support
+
+## [0.4.0] - Previous releases
+
+See [GitHub Releases](https://github.com/askbudi/roundtable/releases) for earlier versions.
+
+---
+
+## Release Types
+
+- **Added** for new features
+- **Changed** for changes in existing functionality
+- **Deprecated** for soon-to-be removed features
+- **Removed** for now removed features
+- **Fixed** for any bug fixes
+- **Security** for vulnerability fixes
diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md
new file mode 100644
index 0000000..2fc9893
--- /dev/null
+++ b/docs/CONTRIBUTING.md
@@ -0,0 +1,205 @@
+# Contributing to Roundtable AI
+
+Thank you for your interest in contributing to Roundtable AI! This document provides guidelines and instructions for contributing.
+
+## Code of Conduct
+
+Be respectful, inclusive, and professional in all interactions.
+
+## Getting Started
+
+### Development Setup
+
+```bash
+# Fork and clone the repository
+git clone https://github.com/yourusername/roundtable.git
+cd roundtable
+
+# Install development dependencies
+pip install -e ".[dev]"
+
+# Or use the setup script
+./scripts/setup-dev.sh
+```
+
+### Running Tests
+
+```bash
+# Run all tests
+pytest
+
+# Run with coverage
+pytest --cov --cov-report=html
+
+# Run specific test types
+pytest -m unit # Unit tests only
+pytest -m integration # Integration tests only
+```
+
+### Code Quality
+
+Before submitting a PR, ensure your code passes all checks:
+
+```bash
+# Format code
+black .
+
+# Lint code
+ruff check .
+
+# Type checking
+mypy roundtable_mcp_server
+```
+
+## How to Contribute
+
+### Reporting Bugs
+
+1. Check if the bug has already been reported in [Issues](https://github.com/allwiya/roundtable/issues)
+2. If not, create a new issue with:
+ - Clear title and description
+ - Steps to reproduce
+ - Expected vs actual behavior
+ - Environment details (OS, Python version, etc.)
+ - Relevant logs or error messages
+
+### Suggesting Features
+
+1. Check if the feature has been suggested in [Issues](https://github.com/allwiya/roundtable/issues)
+2. If not, create a new issue with:
+ - Clear description of the feature
+ - Use cases and benefits
+ - Possible implementation approach
+
+### Submitting Pull Requests
+
+1. **Fork the repository** and create a feature branch:
+ ```bash
+ git checkout -b feature/amazing-feature
+ ```
+
+2. **Make your changes** following our coding standards:
+ - Write clear, descriptive commit messages
+ - Add tests for new functionality
+ - Update documentation as needed
+ - Follow existing code style
+
+3. **Test your changes**:
+ ```bash
+ pytest
+ black .
+ ruff check .
+ ```
+
+4. **Commit your changes** using conventional commits:
+ ```bash
+ git commit -m "feat: add amazing feature"
+ ```
+
+5. **Push to your fork**:
+ ```bash
+ git push origin feature/amazing-feature
+ ```
+
+6. **Open a Pull Request** with:
+ - Clear title and description
+ - Reference to related issues
+ - Screenshots/examples if applicable
+ - Checklist of completed items
+
+## Commit Message Format
+
+We use [Conventional Commits](https://www.conventionalcommits.org/):
+
+```
+():
+
+
+
+