> ## 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. # Resolve or create a file-owned eval suite > Resolve a file-owned suite by declared id within the project, or create one. Lookup is by `(projectId, declaredSuiteId)` and never by name. A UI-authored suite has no declared id and cannot be claimed. The inspector parses the suite file; this body is the declared identity, source hash, optional provenance, and hosted settings — not the raw file. `201` on first create; `200` on a later update of the same declared id. ## OpenAPI ````yaml /reference/openapi.json post /projects/{projectId}/eval-suites/from-file 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: Conformance runs description: >- Ingest MCP spec-conformance results from the SDK/CLI into project-owned history. Distinct from Eval runs (authored LLM cases) and from directory readiness. - 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: Scenarios description: >- Read-only access to the scenarios 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 cloud 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. - name: Directory readiness description: >- Grade a saved server against a publisher's listing requirements: Anthropic's connector directory or OpenAI's plugin directory. Reported as lane status and coverage, never as a numeric score, and excluded from `pooledConformanceScore`. Deterministic grading is free; model-backed experience observations are an explicit opt-in that consumes MCPJam credits and can never decide a verdict. - name: Registry description: >- Search the scraped MCP directories (Claude, ChatGPT, and any future source), list curated/org registry cards, and install them into a project. Install writes a `servers` row and provenance — it does not open a live session. There is no catalog-uninstall route: delete the project server instead. Directory reads require a bearer (including minted guest tokens) but do not materialize a user. Card/connection reads and all writes are authed-non-guest. paths: /projects/{projectId}/eval-suites/from-file: post: tags: - Eval runs summary: Resolve or create a file-owned eval suite description: >- Resolve a file-owned suite by declared id within the project, or create one. Lookup is by `(projectId, declaredSuiteId)` and never by name. A UI-authored suite has no declared id and cannot be claimed. The inspector parses the suite file; this body is the declared identity, source hash, optional provenance, and hosted settings — not the raw file. `201` on first create; `200` on a later update of the same declared id. operationId: syncFileOwnedEvalSuite parameters: - $ref: '#/components/parameters/projectId' requestBody: required: true content: application/json: schema: $ref: '#/components/schemas/EvalSuiteFromFileRequest' responses: '200': description: The existing file-owned suite was updated. content: application/json: schema: $ref: '#/components/schemas/EvalSuiteFromFileSynced' '201': description: A new file-owned suite was created. content: application/json: schema: $ref: '#/components/schemas/EvalSuiteFromFileSynced' '400': $ref: '#/components/responses/ValidationError' '401': $ref: '#/components/responses/Unauthorized' '403': $ref: '#/components/responses/Forbidden' '404': $ref: '#/components/responses/NotFound' '409': $ref: '#/components/responses/Conflict' '429': $ref: '#/components/responses/RateLimited' '500': $ref: '#/components/responses/InternalError' '502': $ref: '#/components/responses/ServerUnreachable' components: parameters: projectId: name: projectId in: path required: true description: ID of the hosted project that contains the server. schema: type: string schemas: EvalSuiteFromFileRequest: type: object additionalProperties: false required: - declaredSuiteId - name - sourceHash description: >- Declared identity and hosted settings for a file-owned suite. The inspector parses the suite file; this is not the raw file. properties: declaredSuiteId: type: string description: >- The file's `suite.id`. Lookup is by this id within the project, never by name. name: type: string description: type: string sourceHash: type: string pattern: ^[a-f0-9]{64}$ description: SHA-256 hex of the suite-file bytes. Lowercase, 64 characters. provenance: type: object additionalProperties: false required: - sourceHash - sourceFormat - reportHash properties: sourceHash: type: string sourceFormat: type: string sourceFormatVersion: type: string converter: type: string converterVersion: type: string model: type: string discoverySnapshotHash: type: string reportHash: type: string importedAt: type: string environment: type: object properties: servers: type: array items: type: string serverBindings: type: array items: type: object required: - serverName properties: serverName: type: string projectServerId: type: string defaultConfig: type: object required: - modelId - systemPrompt - temperature properties: modelId: type: string systemPrompt: type: string temperature: type: number minIterations: type: integer minimum: 1 maximum: 10 defaultPassCriteria: type: object properties: minimumPassRate: type: number EvalSuiteFromFileSynced: type: object required: - created - suite properties: created: type: boolean description: >- True on the first upload of this declared id in the project; false on a later update of the same suite. suite: $ref: '#/components/schemas/EvalSuiteDetail' EvalSuiteDetail: type: object required: - id - environment - hosts - settings - schedule description: >- One eval suite's full configuration. Distinct from the `EvalSuite` summary returned by the list route, which carries run rollups instead of settings. properties: id: type: string declaredId: type: string description: >- The suite's declared file identity (`suite.id` in a suite file). Present on file-owned suites; absent on UI-authored suites, which have no declared id and cannot be claimed by `eval run --file`. name: type: - string - 'null' description: type: - string - 'null' projectId: type: - string - 'null' environment: type: object description: >- LEGACY server bag, kept as rollback data, plus the suite's sandbox-image pin. Unrelated to `environmentIds`. properties: servers: type: array items: type: string computerEnvironment: anyOf: - $ref: '#/components/schemas/EvalSuiteComputerEnvironment' - type: 'null' description: >- The custom sandbox image this suite's eval runs boot a fresh computer from. `null` means the provider's default base image. PATCH it by name or id (see `GET /projects/{projectId}/images`); PATCH `null` to clear the pin. executionConfig: type: - object - 'null' properties: model: type: string systemPrompt: type: string temperature: type: number hosts: type: array items: type: object required: - id - name properties: id: type: string name: type: string servers: type: array items: type: string environmentIds: type: array description: Attached project environments, in attach order. items: type: string settings: type: object properties: minimumAccuracy: type: - number - 'null' description: Minimum pass rate for the suite to count as passing. minimumIterations: type: - number - 'null' description: >- Suite-level floor on per-case iterations, 1–10: every case runs at least this many times (`max(case.iterations, minimumIterations)`). `null` means no floor — the suite's real state, not a stand-in for 1. PATCH `null` to remove it. matchOptions: type: - object - 'null' checks: type: array items: type: object judge: type: object description: >- Goal-completion judge (LLM as Judge), FULLY RESOLVED: every field is the platform default where the suite set none, so this is what a run on this suite would actually grade with. properties: enabled: type: boolean description: >- Judge is available on the suite. On its own this grades nothing. model: type: - string - 'null' description: >- Resolved judge model. `null` only from deployments that predate resolution. autoRun: type: boolean description: >- The flag that makes grading HAPPEN: grade every run as it completes. Spends per run. threshold: type: number description: >- Advisory pass threshold, 0–1 (`passed = score >= threshold`). schedule: $ref: '#/components/schemas/EvalSuiteSchedule' createdAt: type: - number - 'null' description: Epoch milliseconds. updatedAt: type: - number - 'null' 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 EvalSuiteComputerEnvironment: type: object description: The sandbox image a suite's eval runs boot from. required: - id - name properties: id: type: string name: type: - string - 'null' description: >- The image's name, resolved for you so a caller can echo back what it set. `null` when the pinned image could not be resolved (deleted, or not visible to this caller). EvalSuiteSchedule: type: object required: - enabled description: >- Recurring-run schedule. A schedule fires exactly ONE run, so an environment-based suite pins the environment it runs against. properties: enabled: type: boolean intervalMinutes: type: - integer - 'null' minimum: 5 maximum: 10080 description: Minutes between runs. 5 minutes to 7 days. environmentId: type: - string - 'null' description: >- The single attached environment scheduled runs use. Null on a legacy (non-environment) suite. 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 Conflict: description: >- The resource is not in a state that accepts this write — a stale `expectedRevision`, a duplicate name, or an environment that cannot currently be launched. The request was well-formed; re-read the resource and retry. content: application/json: schema: $ref: '#/components/schemas/Error' example: code: CONFLICT message: >- Environment changed since you loaded it (expected revision 3, current 5). Reload and retry. 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 ServerUnreachable: description: Could not connect to the target MCP server. content: application/json: schema: $ref: '#/components/schemas/Error' example: code: SERVER_UNREACHABLE message: Failed to connect to server 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. ````