https://github.com/googleapis/mcp-toolbox-sdk-python
databases genai langchain langchain-python llamaindex llms mcp mcp-client
Score: 21.893672920268198
Last synced: about 5 hours ago
JSON representation
Repository metadata:
Python SDK for interacting with the MCP Toolbox for Databases.
- Host: GitHub
- URL: https://github.com/googleapis/mcp-toolbox-sdk-python
- Owner: googleapis
- License: apache-2.0
- Created: 2024-12-16T07:42:31.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2026-10-26T05:31:19.000Z (12 days ago)
- Last Synced: 2026-10-26T11:26:48.950Z (12 days ago)
- Topics: databases, genai, langchain, langchain-python, llamaindex, llms, mcp, mcp-client
- Language: Python
- Homepage: https://mcp-toolbox.dev/documentation/introduction/
- Size: 3.35 MB
- Stars: 192
- Watchers: 7
- Forks: 61
- Open Issues: 41
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: .github/CODEOWNERS
- Security: SECURITY.md
Owner metadata:
- Name: Google APIs
- Login: googleapis
- Email:
- Kind: organization
- Description: Clients for Google APIs and tools that help produce them.
- Website: https://googleapis.github.io
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/16785467?v=4
- Repositories: 781
- Last Synced at: 2023-04-09T04:55:29.167Z
- Profile URL: https://github.com/googleapis
GitHub Events
Total
- Create event: 181
- Delete event: 167
- Fork event: 17
- Issue comment event: 291
- Issues event: 70
- Pull request event: 542
- Pull request review comment event: 165
- Pull request review event: 374
- Push event: 1371
- Release event: 15
- Watch event: 84
- Total: 3277
Last Year
- Create event: 67
- Delete event: 63
- Fork event: 3
- Issue comment event: 113
- Issues event: 40
- Pull request event: 250
- Pull request review comment event: 35
- Pull request review event: 120
- Push event: 561
- Release event: 6
- Watch event: 16
- Total: 1274
Committers metadata
Last synced: 1 day ago
Total Commits: 565
Total Committers: 23
Avg Commits per committer: 24.565
Development Distribution Score (DDS): 0.653
Commits in past year: 268
Committers in past year: 19
Avg Commits per committer in past year: 14.105
Development Distribution Score (DDS) in past year: 0.672
| Name | Commits | |
|---|---|---|
| Anubhav Dhawan | a****n@g****m | 196 |
| Mend Renovate | b****t@r****m | 137 |
| Twisha Bansal | 5****l | 115 |
| release-please[bot] | 5****] | 50 |
| dependabot[bot] | 4****] | 19 |
| Yuan | 4****5 | 8 |
| Anushka Saxena | a****a@g****m | 5 |
| Ganga4060 | 1****0 | 5 |
| Kurtis Van Gent | 3****g | 5 |
| Parth Ajmera | a****2@g****m | 5 |
| Averi Kitsch | a****h@g****m | 4 |
| Harsh Jha | 8****9 | 3 |
| Tomo Suzuki | s****o@g****m | 2 |
| dishaprakash | 5****h | 2 |
| Anmol Shukla | a****2@g****m | 1 |
| DEEVEN SERU | 1****N | 1 |
| Google Admin | g****n@g****m | 1 |
| HE WEI (ギ カク) | 2****u | 1 |
| Henry Su | h****7@g****m | 1 |
| Jack Wotherspoon | j****h@g****m | 1 |
| Lawrence Wu | l****u | 1 |
| gurusai-voleti | g****i@g****m | 1 |
| manuka rahul | 9****9 | 1 |
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 32
Total pull requests: 297
Average time to close issues: 17 days
Average time to close pull requests: 7 days
Total issue authors: 15
Total pull request authors: 14
Average comments per issue: 1.22
Average comments per pull request: 1.9
Merged pull request: 157
Bot issues: 14
Bot pull requests: 40
Past year issues: 11
Past year pull requests: 115
Past year average time to close issues: about 2 months
Past year average time to close pull requests: 9 days
Past year issue authors: 6
Past year pull request authors: 10
Past year average comments per issue: 1.0
Past year average comments per pull request: 4.01
Past year merged pull request: 54
Past year bot issues: 3
Past year bot pull requests: 30
Top Issue Authors
- github-actions[bot] (12)
- hsusul (4)
- anubhav756 (3)
- jackwotherspoon (2)
- mservidio (1)
- naitik1995 (1)
- averikitsch (1)
- gayusiv (1)
- jeff-got (1)
- release-please[bot] (1)
- Deeven-Seru (1)
- failure-checker[bot] (1)
- SaxenaAnushka102 (1)
- AjmeraParth132 (1)
- jasdeep06 (1)
Top Pull Request Authors
- anubhav756 (101)
- renovate-bot (83)
- twishabansal (50)
- release-please[bot] (27)
- dependabot[bot] (13)
- Ganga4060 (5)
- hsusul (5)
- rapid-killer-9 (3)
- AjmeraParth132 (3)
- Yuan325 (2)
- WilliamK112 (2)
- Deeven-Seru (1)
- MohammedShetaya (1)
- suztomo (1)
Top Issue Labels
- periodic-failure (8)
- priority: p2 (5)
- type: bug (5)
- type: process (4)
- type: question (3)
- priority: p1 (3)
- type: feature request (3)
- priority: p3 (1)
Top Pull Request Labels
- priority: p2 (16)
- autorelease: pending (16)
- priority: p1 (12)
- type: process (10)
- autorelease: tagged (10)
- tests: run (6)
- do not merge (2)
- priority: p3 (2)
Package metadata
- Total packages: 4
-
Total downloads:
- pypi: 601,474 last-month
- Total dependent packages: 0 (may contain duplicates)
- Total dependent repositories: 0 (may contain duplicates)
- Total versions: 79
- Total maintainers: 1
pypi.org: toolbox-adk
Agent Development Kit Integration for MCP Toolbox
- Homepage: https://github.com/googleapis/mcp-toolbox-sdk-python/blob/main/packages/toolbox-adk
- Documentation: https://toolbox-adk.readthedocs.io/
- Licenses: Apache Software License
- Latest release: 1.4.0 (published 2 months ago)
- Last Synced: 2026-11-06T01:33:43.504Z (1 day ago)
- Versions: 13
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 239,286 Last month
-
Rankings:
- Downloads: 1.767%
- Dependent packages count: 7.807%
- Average: 17.907%
- Dependent repos count: 44.145%
- Maintainers (1)
pypi.org: toolbox-core
Python Base SDK for interacting with the Toolbox service
- Homepage: https://github.com/googleapis/mcp-toolbox-sdk-python/blob/main/packages/toolbox-core
- Documentation: https://toolbox-core.readthedocs.io/
- Licenses: Apache Software License
- Latest release: 1.4.0 (published 2 months ago)
- Last Synced: 2026-11-06T01:15:54.661Z (1 day ago)
- Versions: 22
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 358,550 Last month
-
Rankings:
- Dependent packages count: 9.355%
- Average: 31.025%
- Dependent repos count: 52.694%
- Maintainers (1)
pypi.org: toolbox-llamaindex
Python SDK for interacting with the Toolbox service with LlamaIndex
- Homepage: https://github.com/googleapis/mcp-toolbox-sdk-python/blob/main/packages/toolbox-llamaindex
- Documentation: https://toolbox-llamaindex.readthedocs.io/
- Licenses: Apache Software License
- Latest release: 0.9.0 (published 2 months ago)
- Last Synced: 2026-11-06T01:23:53.250Z (1 day ago)
- Versions: 22
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 259 Last month
-
Rankings:
- Dependent packages count: 9.463%
- Average: 31.377%
- Dependent repos count: 53.292%
- Maintainers (1)
pypi.org: toolbox-langchain
Python SDK for interacting with the Toolbox service with LangChain
- Homepage: https://github.com/googleapis/mcp-toolbox-sdk-python/blob/main/packages/toolbox-langchain
- Documentation: https://toolbox-langchain.readthedocs.io/
- Licenses: Apache Software License
- Latest release: 1.4.0 (published 2 months ago)
- Last Synced: 2026-11-06T01:23:53.262Z (1 day ago)
- Versions: 22
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 3,379 Last month
-
Rankings:
- Dependent packages count: 9.663%
- Average: 32.034%
- Dependent repos count: 54.405%
- Maintainers (1)
Dependencies
packages/toolbox-adk/requirements.txt
pypi
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pypi
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packages/toolbox-core/requirements.txt
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packages/toolbox-langchain/pyproject.toml
pypi
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packages/toolbox-langchain/requirements.txt
pypi
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packages/toolbox-llamaindex/pyproject.toml
pypi
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packages/toolbox-llamaindex/requirements.txt
pypi
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