{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_9e39m536s8an","handle":"esp-workspace-mcp","url":"https://wellknown.network/agents/esp-workspace-mcp","links":{"self":"https://wellknown.network/agents/esp-workspace-mcp/record.json","html":"https://wellknown.network/agents/esp-workspace-mcp","markdown":"https://wellknown.network/agents/esp-workspace-mcp/record.md","api":"https://wellknown.network/api/v1/agents/esp-workspace-mcp","status":"https://wellknown.network/api/v1/agents/esp-workspace-mcp/status","claim":"https://wellknown.network/agents/esp-workspace-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/esp-workspace-mcp/claim.json","badge":"https://wellknown.network/agents/esp-workspace-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/esp-workspace-mcp/history","tools":"https://wellknown.network/api/v1/agents/esp-workspace-mcp/tools"},"ard":{"identifier":"urn:air::server:esp-workspace-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"esp-workspace-mcp","summary":"Full autonomous embedded firmware workspace MCP server for ESP-IDF","description":"# ESP-Workspace MCP\n\nA full autonomous embedded firmware workspace server — the MCP (Model Context Protocol) infrastructure layer for AI agents working with ESP-IDF projects.\n\n## What it does\n\nESP-Workspace MCP turns an AI coding assistant into an autonomous firmware engineer. It provides tools for:\n\n- **Filesystem operations** — read, write, list, glob with path sandboxing\n- **Shell execution** — run commands with timeout, background jobs, output capture\n- **ESP-IDF build system** — build, flash, clean, reconfigure via `eim run` with `WISH_PRODUCT` support\n- **Security** — Bearer token auth, path traversal prevention, configurable filesystem roots\n\n## Quick Start\n\n### Prerequisites\n\n- Python 3.10+\n- [Espressif Install Manager (`eim`](https://github.com/espressif/esp-idf-installer) — handles ESP-IDF installation and environment setup\n\n### Installation\n\n```bash\npip install esp-workspace-mcp\n```\n\nOr from source:\n\n```bash\ngit clone https://github.com/AIRcableLLC/esp-workspace-mcp.git\ncd esp-workspace-mcp\npython -m venv .venv\nsource .venv/bin/activate\npip install -e \".[dev]\"\n```\n\n### Configuration\n\nCreate a `.env` file:\n\n```env\nMCP_API_TOKEN=your-secret-token-here\nMCP_HOST=0.0.0.0\nMCP_PORT=8765\nMCP_ALLOWED_ROOTS=/home/user/projects\nMCP_WISH_PRODUCT=TargetS3\nMCP_EIM_PATH=eim\n```\n\nOr set environment variables directly.\n\n### Run the server\n\n```bash\n# SSE mode (default, for network access)\npython run_server.py\n\n# Stdio mode (for local MCP clients)\npython run_server.py --stdio\n```\n\nThe server exposes:\n- `GET /sse` — SSE connection endpoint (requires Bearer token)\n- `POST /messages` — MCP message endpoint\n- `GET /health` — health check (no auth required)\n\n## MCP Tools\n\n### Filesystem Tools\n\n| Tool | Description |\n|---|---|\n| `read_file(path, offset, limit)` | Read text file with pagination |\n| `write_file(path, content)` | Write content to a file |\n| `append_file(path, content)` | Append to an existing file |\n| `list_dir(path)` | List directory entries |\n| `create_dir(path)`…","publisher":{"name":"AIRcable LLC","url":null},"homepage":"https://github.com/aircable/ESP-Workspace-MCP-Server-for-Hermes","repository":"https://github.com/aircable/ESP-Workspace-MCP-Server-for-Hermes","version":"1.1.0","license":"Apache-2.0","protocols":["mcp"],"tags":["mcp","esp-idf","esp32","firmware","embedded","ai-agent","llm"],"pricing":null,"endpoints":[{"url":"pypi:esp-workspace-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.filesystem","name":"Filesystem","confidence":1,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":1,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"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":"esp-workspace-mcp","registry":"pypi","observedAt":"2026-09-15T14:26:55.521Z","publishedAt":"2026-06-07T23:24:02.563631Z","latestVersion":"1.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"esp-workspace-mcp","url":"https://pypi.org/project/esp-workspace-mcp/","firstSeenAt":"2026-09-09T15:21:46.322Z","fetchedAt":"2026-09-15T14:24:53.655Z","normalizedAt":"2026-09-15T14:24:53.655Z"}]},"firstSeenAt":"2026-09-09T15:21:46.322Z","updatedAt":"2026-09-15T14:26:55.521Z"}