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generate docent.toml config\ndocent index [path]      # index .md files + git history\ndocent serve             # start MCP server on port 7878\n```\n\nOpen [http://localhost:7878](http://localhost:7878) for the built-in Web UI.\n\n## Usage\n\n| Command | Description |\n|---|---|\n| `docent init` | Generate a `docent.toml` config file |\n| `docent index [dir]` | Index both file and git sources (default: current dir) |\n| `docent index-file \u003cpath\u003e` | Index specific files/directories |\n| `docent index-git \u003crepo\u003e` | Index git history from a repository |\n| `docent serve` | Start the MCP server (streamable HTTP) |\n| `docent list-models` | List supported embedding models |\n\nFlags: `--config \u003cpath\u003e` (default `./docent.toml`), `--rebuild` (full re-index), `--verbose`.\n\n## How It Works\n\n1. **Sources** — Reads markdown files and git commit history\n2. **Section-aware chunking** — Splits documents into chunks, preserving heading structure\n3. **Embedding** — Converts chunks to vectors via `fastembed` (configurable model)\n4. **Index cache** — Persists vectors and metadata to disk\n5. **Semantic + BM25 search** — Hybrid scoring with configurable algorithm\n6. **MCP server** — Exposes `search_ddr` tool over streamable HTTP\n\n## Install\n\nTBC\n\n## Documentation\n\n- [Development Guide](doc/Development.md)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcuzfrog%2Fdocent-mcp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcuzfrog%2Fdocent-mcp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcuzfrog%2Fdocent-mcp/lists"}