What can you do with this server?

Delegates a single coding task to a Claude Code, Codex, or Antigravity agent in your project directory and returns its final answer. * Run one agent turn with prompt — requires backend (claude | codex | antigravity), a task prompt, and an absolute cwd; returns {backend, session_id, output, usage}. * Continue or branch conversations: pass session_id to resume, or fork=true to branch it (not supported by Antigravity). Sessions are stored by the agent and survive nexus-mcp restarts. * Pick the model per call via model (id or alias); omit for the provider default. * Bound the turn with timeout (default 600s), after which the turn is cancelled. * Control permissions with profile: read_only (default: read/glob/grep plus safe git diff/log/show), workspace_write (file edits inside cwd plus sandboxed Bash), or full_access. Out-of-profile actions are auto-denied — nobody is prompted. * Discover backends via the nexus://backends resource, which lists each backend's installed status, models, and the install hint for missing extras. * Use your existing agent auth (Claude login/ANTHROPIC_API_KEY, codex login, or GEMINI_API_KEY/Vertex ADC) and optionally set NEXUS_CLAUDE_SETTINGS_PROFILE to control which Claude settings load. * Parallelize by issuing multiple prompt calls from the client (replacing v1's batch_prompt).

Which integrations are available for this server?

Integrates the Gemini CLI as a tool, allowing AI models to perform parallelized research, summarization, and content generation using Google's AI models. Enables interaction with the OpenCode CLI to query models via Ollama and Ollama Cloud, supporting structured outputs and concurrent multi-model comparisons.

de en es ja ko ru zh

nexus-mcp

by j7an

Overview Schema Source Related Servers Discussions Admin

Python

Local

nexus-mcp

MCP server that delegates tasks to coding agents — Claude Code via the Claude Agent SDK, Codex via the Codex App Server, and Antigravity via the Antigravity SDK — from any MCP client.

Install

Backends are optional extras; install the ones you use.

Extra	Backend	Adds
`claude`	Claude Agent SDK	`claude-agent-sdk` (bundles the Claude Code CLI, ~100 MB)
`codex`	Codex App Server	`openai-codex` (bundles the Codex CLI, ~120–150 MB)
`antigravity`	Antigravity SDK	`google-antigravity` (bundles the Antigravity Go harness, ~40 MB)
`all`	every backend

uvx --with 'nexus-mcp[all]' nexus-mcp          # run directly
pip install 'nexus-mcp[claude]'                 # or install
pip install 'nexus-mcp[codex]'                  # Codex only
pip install 'nexus-mcp[antigravity]'

Claude Code MCP config:

{ "mcpServers": { "nexus": { "command": "uvx", "args": ["--with", "nexus-mcp[all]", "nexus-mcp"] } } }

Authentication is the agent's own: log in with claude, or set ANTHROPIC_API_KEY; for Codex, log in with codex login (credentials in ~/.codex are shared). Antigravity uses GEMINI_API_KEY, or Vertex AI with GOOGLE_GENAI_USE_VERTEXAI, GOOGLE_CLOUD_PROJECT, and GOOGLE_CLOUD_LOCATION, authenticated through Application Default Credentials (ADC). It does not use Google-account login.

Windows: recent claude-agent-sdk releases ship no Windows wheel with a bundled CLI; install Claude Code so claude is on PATH.

Related MCP server: mcp-cli-catalog

Tool: `prompt`

Runs one agent turn and returns its final answer.

Parameter	Default	Meaning
`backend`	required	`claude`, `codex`, or `antigravity`
`prompt`	required	Task for the agent
`cwd`	required	Absolute project directory
`profile`	`read_only`	Permission profile (below)
`session_id`	—	Continue this conversation
`fork`	`false`	Branch `session_id` into a new conversation
`model`	provider default	Model id or alias
`timeout`	`600`	Seconds before the turn is cancelled

Returns {backend, session_id, output, usage}. Conversations are stored by the agent itself (~/.claude/projects, $CODEX_HOME/sessions, ~/.nexus-mcp/antigravity), so a session_id keeps working after nexus-mcp restarts. Antigravity does not support fork=true.

Permission profiles

Actions outside the chosen profile are denied automatically — nobody is prompted.

Profile	Allows
`read_only`	Read/Glob/Grep; `git diff`/`log`/`show` with `--no-ext-diff --no-textconv`
`workspace_write`	Plus file edits inside `cwd` and Bash inside the OS sandbox
`full_access`	Everything

Codex enforces profiles with its OS sandbox (read-only, workspace-write, danger-full-access) and never asks for approval.

Antigravity enforces workspace containment in its harness and uses the OS sandbox for commands. workspace_write fails if that sandbox is unavailable.

Resource: `nexus://backends`

JSON list of {name, installed, models, hint}; hint gives the install command for a missing extra. Codex lists its models; Claude and Antigravity report null (Antigravity does not provide a model list).

Configuration

Variable	Default	Meaning
`NEXUS_CLAUDE_SETTINGS_PROFILE`	`isolated`	Claude settings to load: `isolated` (none), `project` (project `.claude/`), `inherit` (all, including user settings). Profiles still bound every tool call.

Migrating from v1

v1	v2
`prompt(cli="codex")` (`codex exec`)	`prompt(backend="codex", cwd=…)` (App Server)
`prompt(cli=…, execution_mode="yolo")`	`prompt(backend=…, profile="full_access", cwd=…)`
`batch_prompt`	Parallel `prompt` calls from the client
`agent_start` / `agent_status` / `agent_result`	`prompt` (synchronous)
`agent_continue` / `agent_fork`	`prompt(session_id=…)` / `prompt(session_id=…, fork=true)`
`agent_review`	`prompt(profile="read_only", prompt="Review …")`
`agent_cancel`	Cancel the tool call in the client
`agent_respond`, elicitation	Removed — choose a profile instead
Preferences, model tiers, MCP prompts	Removed
OpenCode runners and tools	Removed
`NEXUS_*` variables	Removed except `NEXUS_CLAUDE_SETTINGS_PROFILE`

Development

uv sync --all-extras --all-groups
uv run pytest                    # unit + e2e
uv run pytest -m integration     # real CLI (slow, makes model calls)
uv run mypy src/nexus_mcp && uv run ruff check . && uv run ruff format --check .

License

MIT

Available Tools

1 tool

promptPromptB

Destructive

Run one turn with a coding agent and return its final answer.

ParametersJSON Schema

Name	Required	Description	Default
`cwd`	Yes	Absolute path of the project directory.
`fork`	No	Branch session_id into a new conversation instead of continuing it.
`model`	No	Model id or alias; the provider default when omitted.
`prompt`	Yes	Task for the agent.
`backend`	Yes	Agent to run.
`profile`	No	Permission profile for the agent.	read_only
`timeout`	No	Seconds before the turn is cancelled.
`session_id`	No	Continue this conversation (from a previous result).

Output Schema

ParametersJSON Schema

Name	Required	Description
`usage`	No
`output`	Yes
`backend`	Yes
`session_id`	Yes

TDQS

B3.1/5.0

Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=false, openWorldHint=true, and destructiveHint=true. The description adds only that it runs 'one turn' and returns a 'final answer,' which is minimal behavioral context. It does not disclose side effects, permission implications, or session handling details beyond what the schema and annotations provide.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, efficient sentence that is front-loaded and contains no redundant or filler language. Every word contributes to the core purpose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be explained. Annotations cover the safety profile. However, for a tool with 8 parameters and a destructive, open-world operation, the description lacks usage context and behavioral details that would help an agent invoke it correctly. It is minimally viable given the structured data.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema fully documents all 8 parameters. The description adds no additional semantic meaning for any parameter. Baseline 3 is appropriate when the schema carries the full descriptive burden.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description provides a specific verb and resource: 'Run one turn with a coding agent and return its final answer.' It clearly states what the tool does. However, there are no sibling tools to differentiate from, and the description does not elaborate on scope or distinctions.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no guidance on when to use this tool versus alternatives, nor any preconditions or exclusions. The single sentence simply states the action without context for selection.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

1 tool updatev2.1.0Oct 3, 2026

Changedprompt1 field changed

changedInput schema / properties / backend / enum

Previous value: -[
-  "claude",
-  "codex"
-]New value: +[
+  "claude",
+  "codex",
+  "antigravity"
+]

20 tool updatesv2.0.1Sep 27, 2026

Removedagent_backends
Removedagent_cancel
Removedagent_continue
Removedagent_diagnose
Removedagent_fork
Removedagent_list
Removedagent_respond
Removedagent_result
Removedagent_review
Removedagent_start
Removedagent_status
Removedbatch_prompt
Removedclear_preferences
Removedopencode_investigate
Removedopencode_session_review
Removedopencode_set_provider_auth
Removedopencode_update_config

Changedprompt30 fields changed

addedInput schema / properties / backend

Added value: +{
+  "description": "Agent to run.",
+  "enum": [
+    "claude",
+    "codex"
+  ],
+  "type": "string"
+}

removedInput schema / properties / cli

Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "CLI runner name (e.g., \"codex\"). None triggers interactive selection.",
-  "enum": [
-    "claude",
-    "codex",
-    "opencode",
-    "opencode_server"
-  ]
-}

removedInput schema / properties / context

Removed value: -{
-  "anyOf": [
-    {
-      "additionalProperties": true,
-      "type": "object"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Optional context metadata"
-}

addedInput schema / properties / cwd

Added value: +{
+  "description": "Absolute path of the project directory.",
+  "type": "string"
+}

removedInput schema / properties / elicit

Removed value: -{
-  "anyOf": [
-    {
-      "type": "boolean"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null
-}

removedInput schema / properties / execution_mode

Removed value: -{
-  "anyOf": [
-    {
-      "enum": [
-        "default",
-        "yolo"
-      ],
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "'default' (safe) or 'yolo'. None inherits session preference."
-}

addedInput schema / properties / fork

Added value: +{
+  "default": false,
+  "description": "Branch session_id into a new conversation instead of continuing it.",
+  "type": "boolean"
+}

removedInput schema / properties / max_retries

Removed value: -{
-  "anyOf": [
-    {
-      "type": "integer"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Max retry attempts for transient errors (None inherits session preference)."
-}

changedInput schema / properties / model / description

Previous value: -"Model name. None triggers interactive selection or uses CLI default."New value: +"Model id or alias; the provider default when omitted."

removedInput schema / properties / output_limit

Removed value: -{
-  "anyOf": [
-    {
-      "type": "integer"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Max output bytes (None inherits session preference or uses env default)."
-}

addedInput schema / properties / profile

Added value: +{
+  "default": "read_only",
+  "description": "Permission profile for the agent.",
+  "enum": [
+    "read_only",
+    "workspace_write",
+    "full_access"
+  ],
+  "type": "string"
+}

changedInput schema / properties / prompt / description

Previous value: -"Prompt text to send to the runner"New value: +"Task for the agent."

addedInput schema / properties / prompt / minLength
```
Added value: +1
```

removedInput schema / properties / retry_base_delay

Removed value: -{
-  "anyOf": [
-    {
-      "type": "number"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Base delay seconds for exponential backoff (None inherits session/config)."
-}

removedInput schema / properties / retry_max_delay

Removed value: -{
-  "anyOf": [
-    {
-      "type": "number"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Backoff ceiling in seconds (None inherits session preference or config)."
-}

addedInput schema / properties / session_id

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Continue this conversation (from a previous result)."
+}

removedInput schema / properties / timeout / anyOf

Removed value: -[
-  {
-    "type": "integer"
-  },
-  {
-    "type": "null"
-  }
-]

changedInput schema / properties / timeout / default
```
Previous value: -nullNew value: +600
```

changedInput schema / properties / timeout / description

Previous value: -"Subprocess timeout seconds (None inherits session preference or uses env default)."New value: +"Seconds before the turn is cancelled."

addedInput schema / properties / timeout / minimum
```
Added value: +1
```
addedInput schema / properties / timeout / type
```
Added value: +"integer"
```

changedInput schema / required

Previous value: -[
-  "prompt"
-]New value: +[
+  "backend",
+  "prompt",
+  "cwd"
+]

addedOutput schema / description

Added value: +"Final answer of one agent turn."

addedOutput schema / properties / backend
```
Added value: +{
+  "type": "string"
+}
```
addedOutput schema / properties / output
```
Added value: +{
+  "type": "string"
+}
```

removedOutput schema / properties / result

Removed value: -{
-  "type": "string"
-}

addedOutput schema / properties / session_id
```
Added value: +{
+  "type": "string"
+}
```

addedOutput schema / properties / usage

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": true,
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

changedOutput schema / required

Previous value: -[
-  "result"
-]New value: +[
+  "backend",
+  "session_id",
+  "output"
+]

removedOutput schema / x-fastmcp-wrap-result
```
Removed value: -true
```

Removedset_model_tiers
Removedset_preferences

16 tool updatesv1.1.0Sep 19, 2026
- Addedagent_backends
- Addedagent_cancel
- Addedagent_continue
- Addedagent_diagnose
- Addedagent_fork
- Addedagent_list
- Addedagent_respond
- Addedagent_result
- Addedagent_review
- Addedagent_start
- Addedagent_status
- Changedbatch_prompt1 field changed
  - changedInput schema / properties / max_concurrency / description
```
Previous value: -"Max parallel runner invocations (default: 3)."New value: +"Max parallel runner invocations for this call (default: 3). The\nprocess worker maximum is 8; one call whose effective demand exceeds 8 is rejected."
```
- Addedopencode_investigate
- Addedopencode_session_review
- Addedopencode_set_provider_auth
- Addedopencode_update_config

5 tool updatesv1.0.0May 30, 2026

Changedbatch_prompt9 fields changed

addedInput schema / properties / elicit

Added value: +{
+  "anyOf": [
+    {
+      "type": "boolean"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

addedInput schema / properties / max_concurrency / description

Added value: +"Max parallel runner invocations (default: 3)."

addedInput schema / properties / tasks / description

Added value: +"List of AgentTask objects, each with cli, prompt, and optional fields."

addedInput schema / properties / tasks / items / properties / cli / anyOf

Added value: +[
+  {
+    "minLength": 1,
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]

addedInput schema / properties / tasks / items / properties / cli / default
```
Added value: +null
```

changedInput schema / properties / tasks / items / properties / cli / enum

Previous value: -[
-  "claude",
-  "codex",
-  "gemini",
-  "opencode"
-]New value: +[
+  "claude",
+  "codex",
+  "opencode",
+  "opencode_server"
+]

removedInput schema / properties / tasks / items / properties / cli / minLength
```
Removed value: -1
```
removedInput schema / properties / tasks / items / properties / cli / type
```
Removed value: -"string"
```

changedInput schema / properties / tasks / items / required

Previous value: -[
-  "cli",
-  "prompt"
-]New value: +[
+  "prompt"
+]

Removedget_preferences

Changedprompt16 fields changed

addedInput schema / properties / cli / anyOf

Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]

addedInput schema / properties / cli / default
```
Added value: +null
```

addedInput schema / properties / cli / description

Added value: +"CLI runner name (e.g., \"codex\"). None triggers interactive selection."

changedInput schema / properties / cli / enum

Previous value: -[
-  "claude",
-  "codex",
-  "gemini",
-  "opencode"
-]New value: +[
+  "claude",
+  "codex",
+  "opencode",
+  "opencode_server"
+]

removedInput schema / properties / cli / type
```
Removed value: -"string"
```
addedInput schema / properties / context / description
```
Added value: +"Optional context metadata"
```

addedInput schema / properties / elicit

Added value: +{
+  "anyOf": [
+    {
+      "type": "boolean"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

addedInput schema / properties / execution_mode / description

Added value: +"'default' (safe) or 'yolo'. None inherits session preference."

addedInput schema / properties / max_retries / description

Added value: +"Max retry attempts for transient errors (None inherits session preference)."

addedInput schema / properties / model / description

Added value: +"Model name. None triggers interactive selection or uses CLI default."

addedInput schema / properties / output_limit / description

Added value: +"Max output bytes (None inherits session preference or uses env default)."

addedInput schema / properties / prompt / description
```
Added value: +"Prompt text to send to the runner"
```

addedInput schema / properties / retry_base_delay / description

Added value: +"Base delay seconds for exponential backoff (None inherits session/config)."

addedInput schema / properties / retry_max_delay / description

Added value: +"Backoff ceiling in seconds (None inherits session preference or config)."

addedInput schema / properties / timeout / description

Added value: +"Subprocess timeout seconds (None inherits session preference or uses env default)."

changedInput schema / required

Previous value: -[
-  "cli",
-  "prompt"
-]New value: +[
+  "prompt"
+]

Addedset_model_tiers

Changedset_preferences24 fields changed

addedInput schema / properties / clear_confirm_high_retries

Added value: +{
+  "default": false,
+  "type": "boolean"
+}

addedInput schema / properties / clear_confirm_large_batch

Added value: +{
+  "default": false,
+  "type": "boolean"
+}

addedInput schema / properties / clear_confirm_vague_prompt

Added value: +{
+  "default": false,
+  "type": "boolean"
+}

addedInput schema / properties / clear_confirm_yolo

Added value: +{
+  "default": false,
+  "type": "boolean"
+}

addedInput schema / properties / clear_elicit

Added value: +{
+  "default": false,
+  "type": "boolean"
+}

addedInput schema / properties / clear_execution_mode / description

Added value: +"If True, resets execution_mode to None regardless of the\nexecution_mode argument."

addedInput schema / properties / clear_max_retries / description

Added value: +"If True, resets max_retries to None regardless of the argument."

addedInput schema / properties / clear_model / description

Added value: +"If True, resets model to None regardless of the model argument."

addedInput schema / properties / clear_output_limit / description

Added value: +"If True, resets output_limit to None regardless of the argument."

addedInput schema / properties / clear_retry_base_delay / description
```
Added value: +"If True, resets retry_base_delay to None."
```
addedInput schema / properties / clear_retry_max_delay / description
```
Added value: +"If True, resets retry_max_delay to None."
```

addedInput schema / properties / clear_timeout / description

Added value: +"If True, resets timeout to None regardless of the argument."

addedInput schema / properties / confirm_high_retries

Added value: +{
+  "anyOf": [
+    {
+      "type": "boolean"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

addedInput schema / properties / confirm_large_batch

Added value: +{
+  "anyOf": [
+    {
+      "type": "boolean"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

addedInput schema / properties / confirm_vague_prompt

Added value: +{
+  "anyOf": [
+    {
+      "type": "boolean"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

addedInput schema / properties / confirm_yolo

Added value: +{
+  "anyOf": [
+    {
+      "type": "boolean"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

addedInput schema / properties / elicit

Added value: +{
+  "anyOf": [
+    {
+      "type": "boolean"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null
+}

addedInput schema / properties / execution_mode / description

Added value: +"Default execution mode ('default' or 'yolo').\nNone retains the current value (use clear_execution_mode=True to reset)."

addedInput schema / properties / max_retries / description

Added value: +"Default max retry attempts for transient errors.\nNone retains the current value (use clear_max_retries=True to reset)."

addedInput schema / properties / model / description

Added value: +"Default model name (e.g. 'gpt-5.2').\nNone retains the current value (use clear_model=True to reset)."

addedInput schema / properties / output_limit / description

Added value: +"Default max output bytes per response.\nNone retains the current value (use clear_output_limit=True to reset)."

addedInput schema / properties / retry_base_delay / description

Added value: +"Default base delay seconds for exponential backoff.\nNone retains the current value (use clear_retry_base_delay=True to reset)."

addedInput schema / properties / retry_max_delay / description

Added value: +"Default max delay cap seconds for exponential backoff.\nNone retains the current value (use clear_retry_max_delay=True to reset)."

addedInput schema / properties / timeout / description

Added value: +"Default subprocess timeout in seconds.\nNone retains the current value (use clear_timeout=True to reset)."

5 tool updatesv0.8.1Mar 22, 2026
- First observedbatch_prompt
- First observedclear_preferences
- First observedget_preferences
- First observedprompt
- First observedset_preferences

Deploy Server

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

B3/5.0

Scored 2026-10-03 08:40 across 1 tool

Disambiguation4/5

With only a single tool, there is no possibility of confusing it with another, so misselection is impossible. However, there is no sibling tool to distinguish it from, making the dimension trivially satisfied rather than well-designed.

Naming Consistency3/5

There is only one tool named 'prompt', a bare noun rather than a verb_noun pattern. With a single name there is nothing to be inconsistent with, but the naming itself is vague about what the tool does.

Tool Count2/5

A single tool is far too thin for a server that wraps a coding agent. Core capabilities like starting a session, sending follow-ups, or checking status are absent, leaving the surface severely under-scoped.

Completeness2/5

Only one fire-and-forget turn is exposed, with no session lifecycle, multi-turn conversation, cancellation, or status operations. This leaves significant gaps for any realistic agent-driven coding workflow.

Maintenance

ActivityActive

ResponsivenessSlow

Resources

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Install

Tool: prompt

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Resource: nexus://backends

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Migrating from v1

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Tool: `prompt`

Resource: `nexus://backends`