{"id":28764917,"url":"https://github.com/whiteducksoftware/flock-mcp","last_synced_at":"2025-07-13T16:32:56.421Z","repository":{"id":296604532,"uuid":"993931566","full_name":"whiteducksoftware/flock-mcp","owner":"whiteducksoftware","description":"Flock MCP Servers and Tools","archived":false,"fork":false,"pushed_at":"2025-05-31T21:39:33.000Z","size":422,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-17T10:12:53.851Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/whiteducksoftware.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-05-31T20:42:55.000Z","updated_at":"2025-06-01T19:47:09.000Z","dependencies_parsed_at":"2025-06-01T08:24:43.306Z","dependency_job_id":"72ecd13a-016c-4285-9511-159eda2413d7","html_url":"https://github.com/whiteducksoftware/flock-mcp","commit_stats":null,"previous_names":["whiteducksoftware/flock-mcp"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/whiteducksoftware/flock-mcp","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/whiteducksoftware%2Fflock-mcp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/whiteducksoftware%2Fflock-mcp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/whiteducksoftware%2Fflock-mcp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/whiteducksoftware%2Fflock-mcp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/whiteducksoftware","download_url":"https://codeload.github.com/whiteducksoftware/flock-mcp/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/whiteducksoftware%2Fflock-mcp/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265173482,"owners_count":23722573,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-06-17T10:12:54.027Z","updated_at":"2025-07-13T16:32:56.413Z","avatar_url":"https://github.com/whiteducksoftware.png","language":"Python","funding_links":[],"categories":["🤖 AI/ML"],"sub_categories":[],"readme":"# flock-mcp\nMultiple MCP servers and tools for the agent framework Flock.\n\n## Installation\n\nThis package has no main dependencies by design, allowing you to install only the tools you need. You can install it in several ways:\n\n### Option 1: Install All Tools (Recommended)\n```bash\npip install flock-mcp[all]\n```\nOr with uv:\n```bash\nuv add flock-mcp[all]\n```\nThis installs all available tools and dependencies.\n\n### Option 2: Install Specific Tool Groups\nChoose the specific tool groups you need:\n\n```bash\n# Basic tools (web scraping, markdown, search)\npip install flock-mcp[basic-tools]\nuv add flock-mcp[basic-tools]\n\n# Azure integration tools\npip install flock-mcp[azure-tools]\nuv add flock-mcp[azure-tools]\n\n# LLM and text processing tools\npip install flock-mcp[llm-tools]\nuv add flock-mcp[llm-tools]\n\n# Code and Docker tools\npip install flock-mcp[code-tools]\nuv add flock-mcp[code-tools]\n\n# All tools (same as [all] but without extra ML dependencies)\npip install flock-mcp[all-tools]\nuv add flock-mcp[all-tools]\n```\n\n### Option 3: Combine Multiple Groups\nYou can combine multiple optional dependency groups:\n\n```bash\npip install flock-mcp[basic-tools,azure-tools]\nuv add flock-mcp[basic-tools,azure-tools]\n```\n\n### Option 4: Base Installation Only\nInstall just the base package without any optional dependencies:\n\n```bash\npip install flock-mcp\nuv add flock-mcp\n```\n\n### Available Tool Groups\n\n- **`basic-tools`**: Web scraping (docling, tavily-python), markdown processing (markdownify), search (duckduckgo-search)\n- **`azure-tools`**: Azure cloud integration (azure-identity, azure-storage-blob, azure-search-documents)\n- **`llm-tools`**: Natural language processing (nltk)\n- **`code-tools`**: Code analysis and containerization (docker)\n- **`all-tools`**: All of the above tool groups\n- **`all`**: All tools plus additional ML/AI dependencies (datasets, rouge-score, sentence-transformers, zep-python, mem0ai, chromadb, matplotlib)\n\n## Usage\n\nAfter installation, you can use the various MCP servers and tools provided by this package with the Flock agent framework.\n\n```python\n# eg\nfrom flock.tools.file_tools import file....\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwhiteducksoftware%2Fflock-mcp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwhiteducksoftware%2Fflock-mcp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwhiteducksoftware%2Fflock-mcp/lists"}