enoch-mcp

enoch-mcp

MCP server for the Enoch FastAPI control-plane API, enabling inspection and operation of an Enoch instance via tools.

Category
访问服务器

README

enoch-mcp

<!-- mcp-name: io.github.alias8818/enoch -->

enoch-mcp is a local Model Context Protocol (MCP) stdio server for the Enoch FastAPI control-plane API. It lets MCP clients such as Claude Desktop, Cursor, Copilot, and Windsurf inspect and operate a running Enoch instance through tools.

This MCP server is built for the Enoch project: alias8818/enoch-agentic-research-system.

This package is a thin HTTP bridge. It does not reimplement Enoch business logic.

What it does

  • Registers MCP tools for Enoch control-plane, Dashboard V1, and core endpoints.
  • Sends requests to a configured Enoch API URL.
  • Adds Authorization: Bearer <token> to every API request.
  • Returns Enoch API responses to the MCP client.
  • Marks read-only tools with MCP read-only annotations.
  • Marks mutating tools as non-read-only and adds approval metadata.
  • Keeps safe defaults for dry-run operations.
  • Optionally probes configured CPU/GPU workers directly through worker APIs or allowlisted SSH diagnostics.

What it does not do

  • It does not run shell commands.
  • It does not expose a raw shell tool, even when SSH worker probes are configured.
  • It does not read or write local artifact files directly.
  • It does not call language models.
  • It does not cache, retry, queue, or schedule work.
  • It does not add telemetry or analytics.
  • It does not bypass Enoch authentication or authorization.

Requirements

  • Python 3.11 or newer
  • A running Enoch API, normally at http://localhost:8787
  • An Enoch API bearer token
  • An MCP client that can run local stdio servers

Installation

Run from PyPI with uvx:

uvx enoch-mcp --api-url http://localhost:8787 --api-token '<token>'

Or configure with environment variables:

export ENOCH_API_URL='http://localhost:8787'
export ENOCH_API_TOKEN='<token>'
uvx enoch-mcp

For local development from a checkout:

git clone https://github.com/alias8818/enoch-mcp.git
cd enoch-mcp
uv sync --dev
uv run enoch-mcp --api-url http://localhost:8787 --api-token '<token>'

Configuration

Option Environment variable Default Description
--api-url ENOCH_API_URL http://localhost:8787 Base URL for the Enoch API.
--api-token ENOCH_API_TOKEN none Bearer token for the Enoch API.
--worker-probes-json ENOCH_WORKER_PROBES_JSON none Optional JSON map for direct worker diagnostics.
--worker-probes-file ENOCH_WORKER_PROBES_FILE none Optional path to a JSON map for direct worker diagnostics.

The token is required. If it is missing, tool calls fail before making an HTTP request.

Optional worker probes

Worker probes are disabled unless ENOCH_WORKER_PROBES_JSON or ENOCH_WORKER_PROBES_FILE is configured. This keeps the default package a thin control-plane bridge. When configured, the MCP exposes named diagnostics for worker truth: API health, wake-gate dashboard status, active process markers, bounded log tails, disk space, and expected artifact presence.

Example:

{
  "cpu": {
    "api_url": "http://127.0.0.1:18788",
    "api_token": "worker-api-token",
    "service_name": "enoch-control-plane",
    "project_root": "/srv/enoch/projects"
  },
  "gb10": {
    "api_url": "http://127.0.0.1:18789",
    "api_token": "worker-api-token",
    "ssh_host": "100.92.44.26",
    "ssh_user": "enoch",
    "service_name": "enoch-control-plane",
    "project_root": "/srv/enoch/projects",
    "log_paths": ["/var/log/enoch-control-plane.log"]
  }
}

Supported fields per lane:

  • api_url: worker wake-gate base URL. Used first for /healthz, /dashboard/api, /dashboard/api/run/{run_id}, and /project-status/{project_id}.
  • api_token: worker bearer token. Treated as secret.
  • ssh_host, ssh_user, ssh_port: optional SSH fallback/debug target.
  • service_name: systemd unit name for service checks and journal tails.
  • project_root, state_dir: fixed worker roots used for disk and artifact checks.
  • log_paths: fixed wake-gate log paths that may be tailed.

SSH probes only run fixed diagnostic commands. They do not accept arbitrary shell input from the MCP client. User-supplied IDs are limited to safe run/project identifier characters, log output is bounded, SSH uses batch mode and no stdin, and the recommended deployment is a read-only worker user or forced-command policy.

MCP client setup

Claude Desktop

Add an entry like this to claude_desktop_config.json:

{
  "mcpServers": {
    "enoch": {
      "command": "uvx",
      "args": ["enoch-mcp"],
      "env": {
        "ENOCH_API_URL": "http://localhost:8787",
        "ENOCH_API_TOKEN": "replace-with-token"
      }
    }
  }
}

For local development, point Claude Desktop at the checkout:

{
  "mcpServers": {
    "enoch": {
      "command": "uv",
      "args": ["--directory", "/path/to/enoch-mcp", "run", "enoch-mcp"],
      "env": {
        "ENOCH_API_URL": "http://localhost:8787",
        "ENOCH_API_TOKEN": "replace-with-token"
      }
    }
  }
}

Cursor

Add an MCP server entry that runs the same stdio command:

{
  "mcpServers": {
    "enoch": {
      "command": "uvx",
      "args": ["enoch-mcp"],
      "env": {
        "ENOCH_API_URL": "http://localhost:8787",
        "ENOCH_API_TOKEN": "replace-with-token"
      }
    }
  }
}

Use the equivalent MCP server settings for other clients that support local stdio MCP servers.

Codex on the Enoch workstation

For this workstation, use the repo wrapper so Codex does not store the Enoch bearer token directly. The wrapper starts or reuses an SSH tunnel to enoch-core.exe.xyz, reads the control-plane token on the remote host, and then runs this checkout over stdio:

[mcp_servers.enoch]
command = "/home/jeremy/Desktop/projects/enoch-release/enoch-mcp/scripts/run_codex_mcp.sh"
startup_timeout_sec = 60.0

The wrapper honors these optional environment overrides:

  • ENOCH_MCP_SSH_HOST default enoch-core.exe.xyz
  • ENOCH_MCP_LOCAL_PORT default 18787
  • ENOCH_MCP_REMOTE_PORT default 8787
  • ENOCH_MCP_ENABLE_WORKER_PROBES default 1
  • ENOCH_MCP_WORKER_BASE_PORT default 18788

When worker probes are enabled, the wrapper reads configured Enoch worker_targets on enoch-core, opens local SSH tunnels for each worker API, and exports ENOCH_WORKER_PROBES_JSON for this MCP process. The Codex config still does not store the control-plane or worker bearer tokens.

Tools

Read-only tools

These tools are registered with readOnlyHint=true.

Tool Endpoint Purpose
enoch_status GET /control/api/status Full control-plane status, dispatch safety, counts, warnings, and conflicts.
enoch_queue_health GET /control/api/queue-health Queue health, worker freshness, alert findings, and recent events.
enoch_overview GET /control/api/v1/overview Bounded operator overview: counts, active work, paper pipeline, top actions, and recent events.
enoch_automation_readiness GET /control/api/v1/automation-readiness Canonical long-haul readiness check for “can I leave this running?”
enoch_research_quality GET /control/api/v1/research-quality Latest research quality readiness report.
enoch_intake_status GET /control/api/intake/ideas Current control-plane idea intake status.
enoch_lanes GET /control/api/v1/lanes Bounded worker-lane state and lane-aware next candidate.
enoch_probe_worker worker API / allowlisted SSH Optional direct worker truth: health, wake-gate status, active process markers, matching run presence, disk, and telemetry.
enoch_worker_logs allowlisted SSH only Optional bounded tail for service, wake_gate, or active_run logs.
enoch_worker_artifacts worker API / allowlisted SSH Optional expected artifact presence check for one project/run.
enoch_queue_list GET /control/api/queues/{status} Queue rows for active, queued, blocked, or paused.
enoch_v1_queue GET /control/api/v1/queue Cursor-paginated Dashboard V1 queue rows.
enoch_projects GET /control/api/v1/projects Cursor-paginated project list.
enoch_project_detail GET /control/api/v1/projects/{project_id} Project detail with related rows and events.
enoch_runs GET /control/api/v1/runs Cursor-paginated run list.
enoch_run_detail GET /control/api/v1/runs/{run_id} Run detail with related rows and events.
enoch_papers_list GET /control/api/papers Paginated paper listing.
enoch_paper_detail GET /control/api/papers/{paper_id} Paper detail with related project, run, events, and warnings.
enoch_paper_artifact GET /control/api/papers/{paper_id}/artifact/{field} Artifact content served by the Enoch API.
enoch_reviews_list GET /control/api/paper-reviews Publication review queue.
enoch_review_next GET /control/api/paper-reviews/next Next review candidate.
enoch_events GET /control/api/v1/events Cursor-paginated Dashboard V1 event log query.
enoch_core_health GET /enoch-core/health Enoch core health and mode.
enoch_core_queue_projection GET /enoch-core/projections/queue Core queue projection.
enoch_core_paper_candidates GET /enoch-core/candidates/paper-draft or /paper-polish Next draft or polish candidate.

Mutating tools

These tools are registered as non-read-only and include userApproval metadata. MCP annotations and metadata are hints to clients; confirmation behavior depends on the MCP client.

Tool Endpoint Safety behavior
enoch_dispatch POST /control/dispatch-next Defaults to dry_run=true.
enoch_dispatch_one POST /control/dispatch-one Explicit single-project dispatch; defaults to dry_run=true.
enoch_queue_alert_check POST /control/api/alerts/queue-check Queue alert/stale-active check; defaults to dry_run=true.
enoch_reconcile_stale_lane POST /control/api/alerts/queue-check Focused stale-lane explanation/reconcile wrapper; defaults to dry_run=true.
enoch_research_run_cycle POST /control/api/research/run-cycle One bounded research autopilot cycle; defaults to dry_run=true.
enoch_launch_followup POST /control/api/v1/followups/launch-next Launch next bounded follow-up candidate; defaults to dry_run=true.
enoch_pause POST /control/pause Requires an explicit reason.
enoch_resume POST /control/resume Requires an explicit tool call.
enoch_preflight POST /control/worker/preflight Checks worker health; does not dispatch by itself.
enoch_intake_notion POST /control/intake/notion-ideas Legacy compatibility path; defaults to dry_run=true.
enoch_intake_ideas POST /control/intake/ideas Current control-plane idea intake; defaults to dry_run=true.
enoch_review_claim POST /control/api/paper-reviews/{paper_id}/claim Claims a review.
enoch_review_checklist POST /control/api/paper-reviews/{paper_id}/checklist/{item_id} Updates one checklist item.
enoch_review_status POST /control/api/paper-reviews/{paper_id}/status Updates review status.
enoch_draft_paper POST /control/papers/draft-next Checks or requests next paper draft; defaults to dry_run=true.
enoch_rewrite_draft POST /control/api/paper-reviews/{paper_id}/rewrite-draft Requests draft rewrite.

Live smoke test

A live smoke script is included for checking a running Enoch instance before publishing or changing client configuration:

ENOCH_API_TOKEN='<token>' uv run python scripts/live_smoke.py --api-url http://localhost:8787

The script:

  • verifies that the expected tools are registered;
  • verifies approval metadata on mutating tools;
  • calls read-only tools against the configured Enoch API;
  • reads one paper detail and one artifact when available;
  • calls direct worker probes only when worker probe config is present;
  • calls only safe mutating paths by default: dispatch dry-runs, queue alert dry-run, stale-lane reconcile dry-run, research cycle dry-run, follow-up dry-run, worker preflight, idea intake dry-run, legacy Notion intake dry-run when enabled, and paper draft dry-run.

It does not print the bearer token.

Development

uv sync --dev
uv run ruff check .
uv run pytest
uv build

Run the MCP server from a checkout:

uv run enoch-mcp --api-url http://localhost:8787 --api-token '<token>'

The server uses stdio transport, so it waits for MCP protocol messages on standard input.

Error handling

  • HTTP 4xx/5xx responses from Enoch are returned as MCP tool errors that include the status code and response body.
  • Network failures are returned as transport errors.
  • Missing bearer tokens are reported before a request is sent.

Security notes

  • Treat ENOCH_API_TOKEN like any other credential.
  • Treat ENOCH_WORKER_PROBES_JSON like a credential when it includes worker API tokens.
  • Prefer environment variables or your MCP client's secret storage over hard-coded tokens.
  • Do not expose an Enoch API endpoint to networks or users that should not operate the control plane.
  • Mutating tool approval prompts are MCP-client dependent; review your client behavior before enabling mutating workflows.
  • Worker SSH diagnostics are named probes with fixed commands, not a general remote shell. Use a dedicated read-only/forced-command SSH identity when possible.

License

MIT

推荐服务器

Baidu Map

Baidu Map

百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。

官方
精选
JavaScript
Playwright MCP Server

Playwright MCP Server

一个模型上下文协议服务器,它使大型语言模型能够通过结构化的可访问性快照与网页进行交互,而无需视觉模型或屏幕截图。

官方
精选
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

一个由人工智能驱动的工具,可以从自然语言描述生成现代化的用户界面组件,并与流行的集成开发环境(IDE)集成,从而简化用户界面开发流程。

官方
精选
本地
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

通过模型上下文协议启用与 Audiense Insights 账户的交互,从而促进营销洞察和受众数据的提取和分析,包括人口统计信息、行为和影响者互动。

官方
精选
本地
TypeScript
VeyraX

VeyraX

一个单一的 MCP 工具,连接你所有喜爱的工具:Gmail、日历以及其他 40 多个工具。

官方
精选
本地
graphlit-mcp-server

graphlit-mcp-server

模型上下文协议 (MCP) 服务器实现了 MCP 客户端与 Graphlit 服务之间的集成。 除了网络爬取之外,还可以将任何内容(从 Slack 到 Gmail 再到播客订阅源)导入到 Graphlit 项目中,然后从 MCP 客户端检索相关内容。

官方
精选
TypeScript
Kagi MCP Server

Kagi MCP Server

一个 MCP 服务器,集成了 Kagi 搜索功能和 Claude AI,使 Claude 能够在回答需要最新信息的问题时执行实时网络搜索。

官方
精选
Python
e2b-mcp-server

e2b-mcp-server

使用 MCP 通过 e2b 运行代码。

官方
精选
Neon MCP Server

Neon MCP Server

用于与 Neon 管理 API 和数据库交互的 MCP 服务器

官方
精选
Exa MCP Server

Exa MCP Server

模型上下文协议(MCP)服务器允许像 Claude 这样的 AI 助手使用 Exa AI 搜索 API 进行网络搜索。这种设置允许 AI 模型以安全和受控的方式获取实时的网络信息。

官方
精选