@missionsquad/mcp-msq

MCP server interface for the MissionSquad platform API (https://missionsquad.ai).

This server exposes MissionSquad account-scoped operations for models, agents, providers, vector stores, files, and core utilities via FastMCP tools.

Features

• FastMCP stdio server (mcp-msq)
• MissionSquad API key support via hidden tool arg (apiKey) or env fallback (MSQ_API_KEY)
• MissionSquad base URL override via hidden tool arg (baseUrl) or env fallback (MSQ_BASE_URL)
• Strict TypeScript and Zod-validated tool inputs
• Multipart file upload support (POST /v1/files)
• Bounded binary file-content retrieval (GET /v1/files/:id/content) with truncation metadata
• Compact MCP server discovery output for installed/enabled servers only
• Build/test CI and npm publish workflow

Verified API Coverage

Implemented from missionsquad-docs/api/index.md and the following reference pages:

• chat-completions.md
• embeddings.md
• providers.md
• models.md
• agents.md
• core-utilities.md
• collections.md
• vector-stores.md
• files.md
• convenience.md
• endpoint-index.md

Current implementation intentionally excludes Webhooks endpoints because the reference only lists routes without request/response contracts.

Requirements

• Node.js >=20
• Yarn

Installation

yarn install
yarn build
yarn start

Run as CLI after install/publish:

mcp-msq

Configuration

Copy .env.example to .env.

Variable	Required	Default	Description
MSQ_API_KEY	No	unset	MissionSquad API key fallback when hidden apiKey is not passed
MSQ_BASE_URL	No	https://agents.missionsquad.ai/v1	Base URL for v1 endpoints
MSQ_HTTP_TIMEOUT_MS	No	30000	Request timeout in milliseconds
MSQ_DEFAULT_FILE_CONTENT_MAX_BYTES	No	1048576	Default max bytes returned by msq_get_file_content

Hidden Arguments

The following are intentionally not in tool schemas and should be passed as hidden extra args:

• apiKey: MissionSquad API key for request authentication
• baseUrl: Optional base URL override

Resolution order per request:

1. Hidden extra arg
2. Environment fallback

If no API key is available, the tool returns a user-facing error.

Tool Surface

Core OpenAI-Compatible

• msq_list_models
• msq_get_model_map
• msq_chat_completions
• msq_embeddings

Providers

• msq_list_providers
• msq_add_provider
• msq_delete_provider

Models

• msq_discover_provider_models
• msq_add_model
• msq_delete_model

Agents

• msq_list_agents
• msq_add_agent
• msq_delete_agent

Core Utilities

• msq_generate_prompt
• msq_list_workflows
• msq_get_workflow
• msq_create_workflow
• msq_update_workflow
• msq_run_workflow
• msq_get_workflow_run_status
• msq_get_workflow_result
• msq_list_factories
• msq_get_factory
• msq_create_factory
• msq_update_factory
• msq_delete_factory
• msq_list_factory_runs
• msq_run_factory
• msq_get_factory_run_status
• msq_get_factory_result
• msq_list_factory_run_steps
• msq_get_factory_run_step
• msq_get_factory_run_step_hydrated
• msq_pause_factory_run
• msq_resume_factory_run
• msq_cancel_factory_run
• msq_list_factory_schedules
• msq_create_factory_schedule
• msq_update_factory_schedule
• msq_delete_factory_schedule
• msq_toggle_factory_schedule
• msq_get_core_config
• msq_get_core_config_summary
• msq_scrape_url
• msq_list_tools
• msq_list_tool_functions
• msq_list_servers
• msq_list_server_tools

Core Collections

• msq_list_core_collections
• msq_search_core_collection
• msq_get_core_collection_diagnostics
• msq_recover_core_collection

Vector Stores

• msq_list_vector_stores
• msq_create_vector_store
• msq_get_vector_store
• msq_delete_vector_store
• msq_list_vector_store_files
• msq_add_vector_store_file
• msq_get_vector_store_file
• msq_cancel_vector_store_session

Files

• msq_list_files
• msq_upload_file
• msq_get_file
• msq_delete_file
• msq_get_file_content

Convenience

• msq_list_user_collections
• msq_get_vector_store_file_details

PTC-Friendly Output Notes

The original MissionSquad tools remain available with their raw API-aligned output shapes:

• msq_get_core_config
• msq_list_tools

For programmatic tool calling and other iteration-heavy consumers, use the compact tools instead:

msq_get_core_config_summary

Returns a compact summary with:

• models: array of model records
• agents: array of agent summaries
• squads
• missions
• embeddingModels
• embeddedCollections
• voices
• counts

This tool is intended for iteration and discovery, not for retrieving the full raw config payload.

msq_list_tool_functions

Returns a compact summary with:

• tools: flat array of tool functions with serverName, name, and description
• serverNames
• counts

This tool is intended for discovery and agent/tool selection workflows.

msq_list_servers

Returns a compact server list for discovery workflows:

• servers: array of records with only name, displayName, transportType, and description

This tool filters out servers that are not installed or not enabled.

msq_list_server_tools

Returns the raw tool inventory for a single MCP server:

• input: serverName
• output: the same tool list structure returned by MissionSquad for that server only

Use this after msq_list_servers when you need detailed tool schemas for a specific server without loading the full global inventory.

Workflow Lifecycle

Workflow management uses the persisted workflow config and workflow run endpoints rather than the deprecated legacy SSE workflow route.

Supported workflow operations:

• create a workflow config with msq_create_workflow
• update a workflow config with msq_update_workflow
• list workflow configs with msq_list_workflows
• fetch a single workflow config with msq_get_workflow
• start a workflow run with msq_run_workflow
• inspect helper/main status with msq_get_workflow_run_status
• fetch the final main-agent result with msq_get_workflow_result

msq_run_workflow accepts:

• workflowId (required)
• dataPayload (optional JSON string override for this run only)

When dataPayload is provided to msq_run_workflow, it overrides the saved workflow config payload for that execution without modifying the workflow config itself.

msq_get_workflow_run_status returns helper success/failure state without helper content. For queued or running workflow runs, it waits on the MissionSquad workflow SSE stream and returns once the run reaches a terminal state.

msq_get_workflow_result returns only the final main-agent response and will fail if the run is still in progress or did not complete successfully.

Factory Lifecycle

Factory management uses the persisted factory config, factory run, factory step, and factory schedule endpoints.

Supported factory operations:

• list factory configs with msq_list_factories
• fetch a single factory config with msq_get_factory
• create a factory config with msq_create_factory
• update a factory config with msq_update_factory
• delete a factory config with msq_delete_factory
• list recent runs for a factory with msq_list_factory_runs
• start a factory run with msq_run_factory
• wait for a run to complete or pause with msq_get_factory_run_status
• fetch the final carry payload with msq_get_factory_result
• inspect recorded step runs with msq_list_factory_run_steps
• fetch one step run with msq_get_factory_run_step
• fetch one step run plus linked workflow/chat details with msq_get_factory_run_step_hydrated
• pause, resume, or cancel runs with msq_pause_factory_run, msq_resume_factory_run, and msq_cancel_factory_run
• list, create, update, delete, or toggle schedules with the msq_*factory_schedule* tools

Recommended factory tool sequence:

• discover or select the factory with msq_list_factories or msq_get_factory
• start the run with msq_run_factory
• wait for completion or pause with msq_get_factory_run_status
• fetch the final output with msq_get_factory_result
• use the step tools only when you need debugging or execution detail

msq_run_factory accepts:

• factoryConfigId (required)
• initialCarryPayload (optional string; if omitted, MissionSquad starts the run with an empty string payload)

msq_get_factory_run_status returns compact high-level run status and intentionally omits the final carryPayload. For queued or running runs, it waits on the MissionSquad factory SSE stream and returns once the run becomes completed, error, cancelled, or paused.

msq_get_factory_result returns only the final run output in result.carryPayload. That payload may be plain text or a JSON string, so callers must not assume a specific format.

Factory schedule notes:

• timesToRun uses backend UTC storage shape: [{ "hour": 19, "minute": 15 }]
• msq_create_factory_schedule defaults to repeatInterval: "once" and status: "enabled" when omitted by the caller and backend
• weekly schedules require daysOfWeek
• monthly schedules require dayOfMonth

File Upload and Download Notes

msq_upload_file accepts:

• filePath (required)
• purpose (required)
• relativePath (optional)
• collectionName (optional)
• filename (optional override)

msq_get_file_content returns:

• contentType
• contentLength
• bytesRead
• truncated
• base64

If response content exceeds maxBytes (or MSQ_DEFAULT_FILE_CONTENT_MAX_BYTES), payload is truncated safely and reported via truncated: true.

Response Format

All tool handlers return deterministic JSON text strings. Parse text content on the client side if structured access is needed.

When a compact summary tool is used, the MCP output contract documented in this README is the authoritative interface for tool callers.

Usage Examples

JSON-RPC tools/call with hidden API key

{
  "method": "tools/call",
  "params": {
    "name": "msq_list_models",
    "arguments": {
      "apiKey": "msq-..."
    }
  }
}

JSON-RPC tools/call with body args

{
  "method": "tools/call",
  "params": {
    "name": "msq_chat_completions",
    "arguments": {
      "model": "my-gpt4",
      "messages": [
        { "role": "user", "content": "Hello" }
      ],
      "apiKey": "msq-..."
    }
  }
}

FastMCP-style client call

await client.callTool('msq_embeddings', {
  model: 'nomic-embed-text-v1.5',
  input: ['First sentence', 'Second sentence'],
  apiKey: 'msq-...',
})

Workflow example

Create a workflow:

await client.callTool('msq_create_workflow', {
  name: 'Research Workflow',
  mainAgentId: 'agent_main_123',
  mainPrompt: 'Summarize findings from <collector|#|sourceA> and <collector|#|sourceB>',
  dataPayload: '{"sourceA":"https://a.example","sourceB":"https://b.example"}',
  concurrency: 2,
  delimiter: '|#|',
  apiKey: 'msq-...',
})

Start a workflow run:

await client.callTool('msq_run_workflow', {
  workflowId: 'wf_123',
  apiKey: 'msq-...',
})

Get workflow status:

await client.callTool('msq_get_workflow_run_status', {
  runId: 'run_abc',
  apiKey: 'msq-...',
})

Get the final result:

await client.callTool('msq_get_workflow_result', {
  runId: 'run_abc',
  apiKey: 'msq-...',
})

Development

Scripts:

• yarn build
• yarn start
• yarn dev
• yarn inspect
• yarn test
• yarn test:coverage

CI/CD

• .github/workflows/build.yaml: build + test on PR open/sync
• .github/workflows/publish.yaml: build + test + publish on main push (markdown-only changes ignored)

License

MIT