> ## 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. # Request wave insights > Answers **202**: generation is scheduled, not done. Poll the GET above rather than re-requesting. **SPENDS.** This runs models on your organization's account and draws on the `insightsPerDay` ledger, which is SHARED with eval-run and user-testing insights — burning it here takes it from there too. Three refusals, and they mean different things: - `429` with `code: "RATE_LIMITED"` and a short `Retry-After` — the per-minute burst brake. Wait seconds. - `429` naming `insightsPerDay` in `details` — the daily ledger. `Retry-After` counts to UTC midnight. - `403` — the feature is not available to your organization. Waiting will never help; collapsing this into the 429s would send someone who hit today's cap shopping for a plan they already have. ## OpenAPI ````yaml /reference/openapi.json post /projects/{projectId}/waves/{waveId}/insights 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}/waves/{waveId}/insights: parameters: - $ref: '#/components/parameters/projectId' - $ref: '#/components/parameters/waveId' post: tags: - Swarm insights summary: Request wave insights description: >- Answers **202**: generation is scheduled, not done. Poll the GET above rather than re-requesting. **SPENDS.** This runs models on your organization's account and draws on the `insightsPerDay` ledger, which is SHARED with eval-run and user-testing insights — burning it here takes it from there too. Three refusals, and they mean different things: - `429` with `code: "RATE_LIMITED"` and a short `Retry-After` — the per-minute burst brake. Wait seconds. - `429` naming `insightsPerDay` in `details` — the daily ledger. `Retry-After` counts to UTC midnight. - `403` — the feature is not available to your organization. Waiting will never help; collapsing this into the 429s would send someone who hit today's cap shopping for a plan they already have. operationId: requestWaveInsights requestBody: required: false description: Optional. Omit the body entirely for the common case. content: application/json: schema: $ref: '#/components/schemas/WaveInsightsRequest' responses: '202': description: Generation was scheduled. content: application/json: schema: $ref: '#/components/schemas/WaveInsightsRequested' '400': $ref: '#/components/responses/ValidationError' '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 waveId: name: waveId in: path required: true description: >- Wave ID — the opaque group id shared by every run of one co-launched swarm. Returned on every run in the wave. schema: type: string schemas: WaveInsightsRequest: type: object additionalProperties: false properties: force: type: boolean description: >- Regenerate over a wave that already has insights. OFF by default because it SPENDS a second time against your organization's shared daily ledger — and the common cause of a repeated request is a caller that did not poll. WaveInsightsRequested: type: object required: - waveId - projectId - status properties: waveId: type: string projectId: type: string status: type: string enum: - pending 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 responses: ValidationError: description: Malformed body or parameters. content: application/json: schema: $ref: '#/components/schemas/Error' example: code: VALIDATION_ERROR message: Invalid JSON body 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. ````