> ## Documentation Index > Fetch the complete documentation index at: https://docs.mcpjam.com/llms.txt > Use this file to discover all available pages before exploring further. # Project swarm roll-up > Recent runs with their goal-completion rates and repeat-failure findings, plus a project-wide trend. Deterministic and free — start here. ## OpenAPI ````yaml /reference/openapi.json get /projects/{projectId}/journeys-overview openapi: 3.1.0 info: title: MCPJam API version: 1.0.0-preview description: >- Programmatic access to MCP servers saved in your MCPJam projects — live diagnostics (validate, inspect, export) and operations: call tools, render prompts, run eval suites asynchronously and poll their results, and import OAuth tokens. **The API is in preview**: the surface may change while we finish the design. Error `code` values are stable; error `message` strings are not. Write clients that ignore unknown response fields. contact: name: MCPJam url: https://github.com/MCPJam/inspector/issues servers: - url: https://app.mcpjam.com/api/v1 description: Hosted MCPJam security: - bearerAuth: [] tags: - name: Hosts description: >- Project hosts: named model + capability profiles you run chats and eval suites against. - name: Environments description: >- Project environments: named, live-editable execution bundles (one host, an optional standalone server group, optionally pinned skills and plugin versions) that eval suites and journeys run against. Distinct from Sandbox images, which are Computer base images. Reads require project membership; every write requires project admin. - name: Plugins description: >- Agent Plugins imported into a project — read-only inventory and version detail. - name: Sandbox images description: >- Custom Computer images: a digest-pinned Dockerfile built into an immutable image your project's computers boot from. - name: Server diagnostics description: Connect-level health checks against a saved MCP server. - name: Primitives description: 'The server''s MCP primitives: tools, prompts, and resources.' - name: Export description: Full-server snapshots for diffing and CI. - name: Execution description: 'Run the server''s primitives: call tools, render prompts.' - name: Eval runs description: >- Asynchronous eval suite runs: create with 202, poll status, iterations, and traces. - name: Server connections description: >- Connect an MCP server URL to a project, authorizing in a browser when the server requires it. - name: OAuth description: 'Bring-your-own OAuth: import externally obtained tokens for a server.' - name: Chatboxes description: >- Read-only access to the chatboxes published from a project: listing, settings, attached servers, and share links. - name: Catalog description: >- Discover the resources the other routes operate on: your account, projects, servers, eval suites, and chat sessions. - name: Tunnels description: >- Relay tunnels that expose local MCP servers through a public URL, registered as first-class project servers (the `mcpjam tunnel` CLI flow). - name: Agent description: >- Headless agent turns over the public API: send a message history, the server runs one assistant turn with project-scoped workspace tools (eval reads + suite creation) on a pinned hosted model, and returns the reply plus created-resource references. - name: Swarms description: >- Personas, journeys and swarm containers — the authoring half of Swarms — plus the model-backed generation that drafts them. - name: Swarm runs description: >- Launching journeys and reading what they produced. Launching SPENDS — see the per-operation notes. - name: Swarm insights description: >- What a swarm run revealed. The scorecard and findings are deterministic and free; requesting wave insights runs models and draws on your shared daily ledger. - name: User testing description: >- Publishing an environment for real visitors, and controlling who can reach it. Several of these NARROW access and take effect immediately. paths: /projects/{projectId}/journeys-overview: parameters: - $ref: '#/components/parameters/projectId' get: tags: - Swarm insights summary: Project swarm roll-up description: >- Recent runs with their goal-completion rates and repeat-failure findings, plus a project-wide trend. Deterministic and free — start here. operationId: getSwarmOverview responses: '200': description: The roll-up. content: application/json: schema: $ref: '#/components/schemas/SwarmOverview' '401': $ref: '#/components/responses/Unauthorized' '403': $ref: '#/components/responses/Forbidden' '404': $ref: '#/components/responses/NotFound' '429': $ref: '#/components/responses/RateLimited' '500': $ref: '#/components/responses/InternalError' components: parameters: projectId: name: projectId in: path required: true description: ID of the hosted project that contains the server. schema: type: string schemas: SwarmOverview: type: object description: >- Project-wide roll-up across recent runs. Deterministic; nothing is spent. required: - runs - runsConsidered - goalCompletion properties: runs: type: array items: $ref: '#/components/schemas/SwarmOverviewRun' runsConsidered: type: integer description: >- How many runs the roll-up scanned. Bounded — this is not "all runs ever". goalCompletion: type: object required: - gradedCount - passedCount - passRate - runsWithGrades - trend properties: gradedCount: type: integer passedCount: type: integer passRate: type: - number - 'null' description: >- `null` when nothing is graded yet — never `0`, which would read as "everything failed". runsWithGrades: type: integer trend: type: array items: type: object required: - dayStartMs - gradedCount - passedCount - passRate properties: dayStartMs: type: number description: UTC day start, epoch milliseconds. gradedCount: type: integer passedCount: type: integer passRate: type: number SwarmOverviewRun: type: object required: - runId - journeyId - journeyName - journeyArchived - personaName - status - summary - goalCompletion - findings - targets - createdAt properties: runId: type: string journeyId: type: string journeyName: type: string journeyArchived: type: boolean description: >- The run stays readable after its journey is archived; this is how you tell. personaName: type: string status: type: string waveId: type: string summary: $ref: '#/components/schemas/JourneyRunSummary' goalCompletion: description: >- `null` when nothing has been graded — never zeroes, which would read as "everything failed". oneOf: - type: object required: - gradedCount - passedCount - avgScore - pendingCount - failedCount properties: gradedCount: type: integer passedCount: type: integer avgScore: type: - number - 'null' pendingCount: type: - integer - 'null' failedCount: type: - integer - 'null' - type: 'null' findings: type: array items: $ref: '#/components/schemas/SwarmOverviewFinding' targets: type: array items: type: object required: - hostName - modelId properties: hostName: type: string modelId: type: string environmentName: type: string createdAt: type: number description: Epoch milliseconds. Error: type: object required: - code - message properties: code: type: string description: >- Stable, machine-readable error code. New codes may be added over time; treat unknown codes as non-retryable failures unless the HTTP status says otherwise. enum: - UNAUTHORIZED - FORBIDDEN - NOT_FOUND - CONFLICT - VALIDATION_ERROR - RATE_LIMITED - FEATURE_NOT_SUPPORTED - SERVER_UNREACHABLE - TIMEOUT - OAUTH_REQUIRED - INTERNAL_ERROR message: type: string description: >- Human-readable description. May change between releases — don't match on it. details: type: object description: Optional, unstructured context bag. additionalProperties: true JourneyRunSummary: type: object required: - total - succeeded - failed - rateLimited properties: total: type: integer description: Targets × `sessionsPerTarget`, fixed at launch. succeeded: type: integer failed: type: integer rateLimited: type: integer SwarmOverviewFinding: type: object required: - criterionId - label - kind - failCount - pendingCount - failedGradingCount - sessionsGraded - runStreak properties: criterionId: type: string label: type: - string - 'null' kind: type: - string - 'null' failCount: type: integer pendingCount: type: integer failedGradingCount: type: integer sessionsGraded: type: integer description: >- The DENOMINATOR for any rate you compute. Never divide by the session total. runStreak: type: integer description: Consecutive runs of this journey where the criterion failed. responses: Unauthorized: description: >- Missing, invalid, revoked, or orphaned key (`UNAUTHORIZED`) — or the **target MCP server** needs an OAuth grant (`OAUTH_REQUIRED`), which is a property of the server, not your key. content: application/json: schema: $ref: '#/components/schemas/Error' examples: badKey: summary: Invalid or revoked key value: code: UNAUTHORIZED message: Invalid API key oauthRequired: summary: Target server needs an OAuth grant value: code: OAUTH_REQUIRED message: Server requires OAuth authorization Forbidden: description: Key is valid but not allowed to do this. content: application/json: schema: $ref: '#/components/schemas/Error' example: code: FORBIDDEN message: You do not have access to this project NotFound: description: Unknown project, server, or resource. content: application/json: schema: $ref: '#/components/schemas/Error' example: code: NOT_FOUND message: Server not found RateLimited: description: >- Per-key rate limit exceeded (60 requests/minute sustained, bursts up to 10). Honor `Retry-After` and back off with jitter. headers: Retry-After: description: Seconds to wait before retrying. schema: type: integer content: application/json: schema: $ref: '#/components/schemas/Error' example: code: RATE_LIMITED message: API key rate limit exceeded. Slow down and retry. InternalError: description: Something failed on MCPJam's side. content: application/json: schema: $ref: '#/components/schemas/Error' example: code: INTERNAL_ERROR message: Unexpected internal error securitySchemes: bearerAuth: type: http scheme: bearer description: >- MCPJam API key (`sk_…`). Create one at [Settings → API keys](https://app.mcpjam.com/settings/api-keys). Guest sessions cannot use the API, and API keys cannot manage other API keys. ````