Model-free tree-sitter repo-map, localization and patch-validation machinery for agents
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# agentless-mcp `agentless-mcp` provides tree-sitter-based code navigation, repository structure analysis, and patch validation for local repositories. It exposes the same functionality through a command-line interface and a read-only MCP server. ## Install ```sh uv tool install "agentless-mcp[mcp]" ``` That installs two console scripts. `agentless-mcp` is the CLI, for a human or for an agent driving it over a shell. `agentless-mcp-server` is the MCP server, which an MCP client launches for you rather than something you run in a terminal. The server needs the `mcp` extra, which is why the install above leads with it; install without the extra when you want the CLI alone: ```sh uv tool install agentless-mcp ``` Without the extra, `agentless-mcp-server --help` and `--version` still answer, and any real invocation exits with the install command for the extra. Installing from a local checkout takes the same command with the path to the checkout in place of the package name. Add `--reinstall --refresh` whenever you rebuild: `uv tool install --force` reuses a cached wheel while the version string is unchanged, so a changed tree does not reach the installed tool. The `history` view needs git 2.25 or newer, the first release whose `git log -L` documents `--no-patch` as suppressing the patch. On an older git the patch text reaches the log parser, which refuses the answer rather than misread it. Every other view works without git. Both entry points warm cold grammars in the background at startup (one digest-verified bundle fetch at most; `--no-auto-warm` or `AGENTLESS_MCP_NO_AUTO_WARM` opts out, `AGENTLESS_MCP_NO_DOWNLOAD` forbids all fetching). To warm explicitly and fail loudly instead: ```sh agentless-mcp warmup ``` `agentless-mcp guide` prints the full agent usage guide, which ships with the package; `agentless-mcp guide --section NAME` prints one section, and an unknown name lists them all. ## CLI Most commands analyze the repository containing the current …
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