What's Changed

• Derive registry URL from catalog config (v0.22.0) by @drernie in #293

Full Changelog: v0.21.0...v0.22.0

🚀 Release Status for v0.22.0

📦 Package Locations

• GitHub Release: https://github.com/quiltdata/quilt-mcp-server/releases/tag/v0.22.0
• PyPI Package: https://pypi.org/project/quilt-mcp-server/0.22.0/
• Docker Image: 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.22.0

🐳 Docker Pull Command

docker pull 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.22.0

📥 Installation

# Install from PyPI
pip install quilt-mcp-server==0.22.0
# or
uv add quilt-mcp-server==0.22.0

What's Changed

• Stack-Integrated Review Artifacts (Docs-Only, No Runtime Code Changes) by @drernie in #286
• v0.21.0 Refactor integration: module cleanup, backend decomposition, and CI stabilization by @drernie in #289

Full Changelog: v0.20.0...v0.21.0

🚀 Release Status for v0.21.0

📦 Package Locations

• GitHub Release: https://github.com/quiltdata/quilt-mcp-server/releases/tag/v0.21.0
• PyPI Package: https://pypi.org/project/quilt-mcp-server/0.21.0/
• Docker Image: 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.21.0

🐳 Docker Pull Command

docker pull 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.21.0

📥 Installation

# Install from PyPI
pip install quilt-mcp-server==0.21.0
# or
uv add quilt-mcp-server==0.21.0

What's Changed

• Expand test coverage to 86% by @drernie in #283
• Release v0.19.0: Expand test coverage to 86% by @drernie in #284
• Add bucket_list tool for bucket discovery by @drernie in #285

Full Changelog: v0.18.0...v0.20.0

🚀 Release Status for v0.20.0

📦 Package Locations

• GitHub Release: https://github.com/quiltdata/quilt-mcp-server/releases/tag/v0.20.0
• PyPI Package: https://pypi.org/project/quilt-mcp-server/0.20.0/
• Docker Image: 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.20.0

🐳 Docker Pull Command

docker pull 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.20.0

📥 Installation

# Install from PyPI
pip install quilt-mcp-server==0.20.0
# or
uv add quilt-mcp-server==0.20.0

What's Changed

• fix: Handle pandas 3.0 StringDtype in visualization modules by @drernie in #281
• Add dedicated docs.quilt.bio search tool by @drernie in #282

Full Changelog: v0.17.5...v0.18.0

🚀 Release Status for v0.18.0

📦 Package Locations

• GitHub Release: https://github.com/quiltdata/quilt-mcp-server/releases/tag/v0.18.0
• PyPI Package: https://pypi.org/project/quilt-mcp-server/0.18.0/
• Docker Image: 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.18.0

🐳 Docker Pull Command

docker pull 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.18.0

📥 Installation

# Install from PyPI
pip install quilt-mcp-server==0.18.0
# or
uv add quilt-mcp-server==0.18.0

Full Changelog: v0.17.5...v0.17.6

🚀 Release Status for v0.17.6

📦 Package Locations

• GitHub Release: https://github.com/quiltdata/quilt-mcp-server/releases/tag/v0.17.6
• PyPI Package: https://pypi.org/project/quilt-mcp-server/0.17.6/
• Docker Image: 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.17.6

🐳 Docker Pull Command

docker pull 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.17.6

📥 Installation

# Install from PyPI
pip install quilt-mcp-server==0.17.6
# or
uv add quilt-mcp-server==0.17.6

What's Changed

• Release v0.9.1: Search backend simplification by @drernie in #234
• feat: Re-enable mypy type checking for ALL 12 disabled modules (#236) by @drernie in #237
• feat: Add intelligent package scope for package-centric search results by @drernie in #239
• Release v0.9.2: Package scope + mypy type checking by @drernie in #240

Full Changelog: v0.9.0...v0.9.2

🚀 Release Status for v0.9.2

📦 Package Locations

• GitHub Release: https://github.com/quiltdata/quilt-mcp-server/releases/tag/v0.9.2
• PyPI Package: https://pypi.org/project/quilt-mcp-server/0.9.2/
• Docker Image: 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.9.2

🐳 Docker Pull Command

docker pull 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.9.2

📥 Installation

# Install from PyPI
pip install quilt-mcp-server==0.9.2
# or
uv add quilt-mcp-server==0.9.2

What's Changed

• feat: Improve input schema usability for LLMs (#227) by @drernie in #228
• feat: simplify BucketObjectsPutParams and add parameter flattening spec by @drernie in #229
• v0.8.5: Flatten MCP tool parameters for better LLM usability by @drernie in #230

Full Changelog: v0.8.3...v0.8.5-dev-20251110211334

🚀 Release Status for v0.8.5-dev-20251110211334

📦 Package Locations

• GitHub Release: https://github.com/quiltdata/quilt-mcp-server/releases/tag/v0.8.5-dev-20251110211334
• PyPI Package: https://test.pypi.org/project/quilt-mcp-server/0.8.5-dev-20251110211334/
• Docker Image: 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.8.5-dev-20251110211334

🐳 Docker Pull Command

docker pull 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.8.5-dev-20251110211334

📥 Installation

# Install from TestPyPI
pip install -i https://test.pypi.org/simple/ quilt-mcp-server==0.8.5-dev-20251110211334
# or
uv add --index https://test.pypi.org/simple/ quilt-mcp-server==0.8.5-dev-20251110211334

What's Changed

• feat: Improve input schema usability for LLMs (#227) by @drernie in #228
• feat: simplify BucketObjectsPutParams and add parameter flattening spec by @drernie in #229

Full Changelog: v0.8.3...v0.8.5

🚀 Release Status for v0.8.5

📦 Package Locations

• GitHub Release: https://github.com/quiltdata/quilt-mcp-server/releases/tag/v0.8.5
• PyPI Package: https://pypi.org/project/quilt-mcp-server/0.8.5/
• Docker Image: 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.8.5

🐳 Docker Pull Command

docker pull 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.8.5

📥 Installation

# Install from PyPI
pip install quilt-mcp-server==0.8.5
# or
uv add quilt-mcp-server==0.8.5

What's Changed

• feat: Complete Pydantic migration for all 38 MCP tools (v0.10.0) by @drernie in #225

Full Changelog: v0.8.2...v0.8.3

🚀 Release Status for v0.8.3

📦 Package Locations

• GitHub Release: https://github.com/quiltdata/quilt-mcp-server/releases/tag/v0.8.3
• PyPI Package: https://pypi.org/project/quilt-mcp-server/0.8.3/
• Docker Image: 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.8.3

🐳 Docker Pull Command

docker pull 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.8.3

📥 Installation

# Install from PyPI
pip install quilt-mcp-server==0.8.3
# or
uv add quilt-mcp-server==0.8.3

What's Changed

• v0.8.2: Major Tools Consolidation and Architecture Cleanup by @drernie in #223

Full Changelog: v0.8.1...v0.8.2

🚀 Release Status for v0.8.2

📦 Package Locations

• GitHub Release: https://github.com/quiltdata/quilt-mcp-server/releases/tag/v0.8.2
• PyPI Package: https://pypi.org/project/quilt-mcp-server/0.8.2/
• Docker Image: 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.8.2

🐳 Docker Pull Command

docker pull 850787717197.dkr.ecr.us-east-1.amazonaws.com/quiltdata/mcp:0.8.2

📥 Installation

# Install from PyPI
pip install quilt-mcp-server==0.8.2
# or
uv add quilt-mcp-server==0.8.2