{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_59eby2xy4rsu","handle":"agentless-mcp","url":"https://wellknown.network/agents/agentless-mcp","links":{"self":"https://wellknown.network/agents/agentless-mcp/record.json","html":"https://wellknown.network/agents/agentless-mcp","markdown":"https://wellknown.network/agents/agentless-mcp/record.md","api":"https://wellknown.network/api/v1/agents/agentless-mcp","status":"https://wellknown.network/api/v1/agents/agentless-mcp/status","claim":"https://wellknown.network/agents/agentless-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/agentless-mcp/claim.json","badge":"https://wellknown.network/agents/agentless-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:agentless-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"agentless-mcp","summary":"Model-free tree-sitter repo-map, localization and patch-validation machinery for agents","description":"# agentless-mcp\n\n`agentless-mcp` provides tree-sitter-based code navigation, repository\nstructure analysis, and patch validation for local repositories. It exposes\nthe same functionality through a command-line interface and a read-only\nMCP server.\n\n## Install\n\n```sh\nuv tool install \"agentless-mcp[mcp]\"\n```\n\nThat installs two console scripts. `agentless-mcp` is the CLI, for a human or\nfor an agent driving it over a shell. `agentless-mcp-server` is the MCP\nserver, which an MCP client launches for you rather than something you run in\na terminal. The server needs the `mcp` extra, which is why the install above\nleads with it; install without the extra when you want the CLI alone:\n\n```sh\nuv tool install agentless-mcp\n```\n\nWithout the extra, `agentless-mcp-server --help` and `--version` still\nanswer, and any real invocation exits with the install command for the\nextra.\n\nInstalling from a local checkout takes the same command with the path to the\ncheckout in place of the package name. Add `--reinstall --refresh` whenever\nyou rebuild: `uv tool install --force` reuses a cached wheel while the version\nstring is unchanged, so a changed tree does not reach the installed tool.\n\nThe `history` view needs git 2.25 or newer, the first release whose `git log\n-L` documents `--no-patch` as suppressing the patch. On an older git the patch\ntext reaches the log parser, which refuses the answer rather than misread it.\nEvery other view works without git.\n\nBoth entry points warm cold grammars in the background at startup (one\ndigest-verified bundle fetch at most; `--no-auto-warm` or\n`AGENTLESS_MCP_NO_AUTO_WARM` opts out, `AGENTLESS_MCP_NO_DOWNLOAD` forbids\nall fetching). To warm explicitly and fail loudly instead:\n\n```sh\nagentless-mcp warmup\n```\n\n`agentless-mcp guide` prints the full agent usage guide, which ships with the\npackage; `agentless-mcp guide --section NAME` prints one section, and an\nunknown name lists them all.\n\n## CLI\n\nMost commands analyze the repository containing the current …","publisher":{"name":"Dallas","url":null},"homepage":null,"repository":"https://github.com/SolNine-Git/agentless-mcp","version":"0.8.1","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:agentless-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.terminal","name":"Terminal & Shell","confidence":1,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.791,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"agentless-mcp","registry":"pypi","observedAt":"2026-09-09T08:22:32.111Z","publishedAt":"2026-09-06T18:56:53.122722Z","latestVersion":"0.8.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"agentless-mcp","url":"https://pypi.org/project/agentless-mcp/","firstSeenAt":"2026-09-09T08:21:06.906Z","fetchedAt":"2026-09-09T08:21:06.906Z","normalizedAt":"2026-09-09T08:21:06.906Z"}]},"firstSeenAt":"2026-09-09T08:21:06.906Z","updatedAt":"2026-09-09T08:22:32.111Z"}