OpenAPI Swagger MCP
Discover Swagger/OpenAPI operations and call configured dev/UAT APIs through 10 fixed tools.
Install
Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).
@nhan7777/openapi-swagger-mcpclaude mcp add openapi-swagger-mcp -- npx -y @nhan7777/openapi-swagger-mcp@0.1.2 --config
{
"mcpServers": {
"openapi-swagger-mcp": {
"command": "npx",
"args": [
"-y",
"@nhan7777/openapi-swagger-mcp@0.1.2",
"--config"
]
}
}
}
Documentation
From the project's README on GitHub, refreshed weekly. Links open on GitHub.
Contents
openapi-swagger-mcp
A local MCP server that connects your AI assistant to the dev/UAT APIs you configure. Ask it to find an endpoint, explain its inputs, send a request and inspect the response using your Swagger 2.0 or OpenAPI 3.0/3.1 spec.
For example: “Find the order details endpoint and explain the required parameters before calling it.”
You configure the API addresses and authentication in a YAML or JSON file. Your MCP client starts the server, and your assistant uses its ten fixed tools regardless of how many endpoints you have.
New here? Follow Quick start, then try Everyday usage. You do not need to write tool calls yourself.
Already connected? Jump to Choose your next step, Troubleshooting or Tool reference.
Before you start
You need:
- Node.js 22.19 or newer and npm.
- An API you can reach, and its Swagger/OpenAPI spec (a URL or a file).
- An MCP client that can launch a local stdio server.
Use this only against dev/UAT services. The tools send real POST, PUT, PATCH and DELETE requests. There is no rollback and no server-side write gate. A confirmation prompt in your MCP client is the client's feature, not something this server enforces.
Think about where your data goes. Tool arguments and results can be stored in your AI provider's conversation history. Responses are not scrubbed of tokens or personal data. Read secrets from environment variables or files instead of pasting them into the conversation.
Quick start
1. Create a config file
Save this as config.dev.yaml:
services:
orders:
baseUrl: http://localhost:8080/api/v1
spec: http://localhost:8080/v3/api-docs
ordersis the service name the agent uses in tool calls.baseUrlis where requests are really sent, including any prefix such as/api/v1.specis the Swagger/OpenAPI URL, or a file path such as./openapi.json.- With no
authblock, requests are anonymous.
The URLs above are examples. They only work if your own API is running there, so replace them with your dev/UAT addresses.
Before continuing: replace both URLs and save the file. Note its absolute path; you will use that same path in the next two steps.
2. Check the config
npx -y @nhan7777/openapi-swagger-mcp@0.1.2 --config /absolute/path/config.dev.yaml --check
ok: true means the static checks passed. It does not mean the remote spec was fetched or any endpoint was verified: --check makes no network calls, does not log in, and does not create the artifact directory. See Troubleshooting for the report format and exit codes.
Expected result: the command exits with code 0 and the report contains "ok": true. If it does not, fix the reported field before connecting your client.
3. Add the server to your MCP client
For clients that use an mcpServers configuration, add this to the client's MCP config file (not to the YAML file above):
{
"mcpServers": {
"api-dev": {
"command": "npx",
"args": [
"-y",
"@nhan7777/openapi-swagger-mcp@0.1.2",
"--config",
"/absolute/path/config.dev.yaml"
]
}
}
}
The file name and location depend on your client. If your client has a form for command, arguments and environment variables, enter the same values there. Not every client uses the mcpServers format, so adapt the snippet if yours differs. Use absolute paths so the server does not depend on the directory the client starts in.
This server uses stdio: the client starts the process and talks to it over stdin/stdout. There is no web UI and no HTTP port. stdout is reserved for MCP traffic and logs go to stderr. Do not add --check to the client entry, because that mode exits after checking.
4. Connect and check API availability
Save the client configuration and restart or reconnect the MCP server in your client. Ask:
List the configured APIs and report whether the orders spec loaded. If it failed, explain the error without making any business API requests.
Expected result: the assistant finds orders, its spec revision and its operation count. Unlike --check, this step loads the spec. If the service is unavailable, follow Troubleshooting.
5. Inspect your first endpoint
Ask:
Find the operation that returns order details in the orders service. Read its contract and explain the required inputs. Do not send the request yet.
Expected result: an operation such as GET /orders/{id} and the inputs declared by your own spec. The example path is not guaranteed to exist in your API.
You are now ready to use the server. If the endpoint requires a token, configure authentication before calling it.
Choose your next step
Read only the section that matches your task:
| I want to… | Start here |
|---|---|
| Ask the assistant to inspect or call an API | Everyday usage |
| Add services or dev/UAT addresses | Configure your APIs |
| Use an existing token, password, API key or cookie | Static credentials |
| Keep a token in a local JSON file | Secret sources |
| Share credentials across services or choose an account | Multiple accounts and shared profiles |
| Log in or refresh an expired token | Login and refresh |
| Work through OTP or import a session | OTP, SSO and interactive sessions |
| Read a large response or save a returned file | Large responses and files |
| Fix a connection, spec or auth error | Troubleshooting |
| Configure protected specs, TLS or limits | Advanced configuration and limitations |
| Copy configuration for a supported scenario | Configuration cookbook |
Everyday usage
Use normal language in your MCP client. Replace service names, IDs and paths in these prompts with your own. The assistant handles tool arguments; inspect Request and response reference when you need exact syntax.
Find an endpoint without sending a request
In orders, find the endpoint for order details. Read its contract and explain required parameters, authentication and expected responses. Do not call it.
Send a request and understand the result
After checking the operation and providing a real test ID:
Call the order details GET operation in orders for ID demo-123. Report the HTTP status, relevant response fields and any contract diagnostics. Do not retry automatically.
An HTTP response and a contract diagnostic answer different questions: the status tells you what the API returned; diagnostics tell you how the request or response compares with the spec. A successful status does not prove the response matches the contract.
Prepare a write before authorizing it
Find the create-order operation in orders. Read its contract and propose a request using the test data I provide. Show the target service and payload, then wait for my confirmation before sending.
This is an instruction to your assistant, not a server-enforced approval gate. POST, PUT, PATCH and DELETE requests can change real data.
Choose a service or account explicitly
Use orders-uat for this task. Inspect its order details contract first. Do not call orders-dev.
If you configured multiple profiles:
Use the qa profile allowed by orders. Check its auth status without showing credentials, then explain whether it is ready for a request.
Inspect more of a response
Read the returned artifact at /data/items. If it is paginated, continue using nextOffset. Report whether the response body is complete.
For files, configure export roots first and give the assistant a new destination path. Export never overwrites an existing file.
Configure your APIs
A fuller example with two services:
# yaml-language-server: $schema=/absolute/path/to/config.schema.json
version: 1 # optional
services:
orders:
baseUrl: https://orders.dev.example.test/api/v1
spec: https://orders.dev.example.test/v3/api-docs
auth:
bearer: { token: { fromEnv: ORDERS_TOKEN } }
catalog:
baseUrl: http://localhost:8081
spec: ./specs/catalog.yaml
YAML (.yaml, .yml) and JSON are both supported. For JSON, add "$schema": "/absolute/path/to/config.schema.json" so your editor can suggest keys. The configuration cookbook starts with an anonymous service and offers opt-in examples by scenario. Copy only the blocks you need; the JSON Schema is the field reference.
Key rules:
- Relative paths in the config resolve from the directory that contains the config file, not from where you run the command.
- The URL comes from
baseUrl. The operationGET /orders/{id}withbaseUrl: https://host/api/v1callshttps://host/api/v1/orders/{id}. The server ignoresservers,hostandbasePathin the spec.baseUrlmust not contain a username, password, query or fragment. - Environments are just services. The server has no environment concept, no
--envflag and no switching tool. Give each environment's service a unique id (for exampleorders-devandorders-uat) and tell the agent which one to use. Services that share one identity provider can share a profile, so they share one token pair and one refresh. If environments must stay isolated, use separate config files and MCP entries; each process then has its own credentials, cookies and artifacts. - A config change needs a restart of the MCP process.
refresh_specsonly reloads specs.
Pass a token from the environment
services:
orders:
baseUrl: https://orders.dev.example.test/api/v1
spec: https://orders.dev.example.test/v3/api-docs
auth:
bearer: { token: { fromEnv: ORDERS_TOKEN } }
The server reads ORDERS_TOKEN from its own process environment. That is not the same as the environment of the shell where you tested the command: set it in the env field of the client entry, or wherever your client launches the process.
{
"mcpServers": {
"api-dev": {
"command": "npx",
"args": ["-y", "@nhan7777/openapi-swagger-mcp@0.1.2", "--config", "/absolute/path/config.dev.yaml"],
"env": { "ORDERS_TOKEN": "replace-with-your-dev-token" }
}
}
}
The server does not load .env files. Changing the environment of another process does not change the environment of a running MCP server; restart it with the new values.
Other ways to install
The npx commands above download the pinned version on first use. Alternatives:
# Global install; the command is then `openapi-swagger-mcp`
npm install -g @nhan7777/openapi-swagger-mcp@0.1.2
# From a source checkout (see Development)
npm ci && npm run build
node /absolute/path/to/openapi-swagger-mcp/dist/cli.js --config /absolute/path/config.dev.yaml
Do not install the unscoped npm package openapi-swagger-mcp. It belongs to someone else and is a different project. This package is @nhan7777/openapi-swagger-mcp.
Authentication
Pick the approach that matches your API:
Start with the simplest option your API supports. A ready token needs only static auth; recipes and sessions are optional. The YAML examples in this section are configuration blocks to merge at the stated location, not commands to run. Tool examples are JSON arguments for the assistant, not shell commands.
For authenticate and get_auth_status, provide exactly one target: {"service":"orders"} or {"profile":"qa"}, never both. authenticate also accepts "action":"refresh"; omitting action selects authentication (or reloading static sources when there is no login recipe).
| You have... | Use |
|---|---|
| A ready bearer token, basic credentials, API key or cookies | Static credentials |
| A login or refresh endpoint to call | Login and refresh |
| Several accounts, or credentials shared by several services | Multiple accounts and shared profiles |
| OTP, SSO, or a token you receive interactively | OTP, SSO and interactive sessions |
Static credentials
Place one of these auth blocks inside a service, alongside baseUrl and spec (for example under services.orders). For a shared identity, put it inside a named profile instead.
Bearer token
auth:
bearer:
token: { fromEnv: ORDERS_TOKEN }
The server adds Authorization: Bearer <token>. The source value holds only the token, without the Bearer prefix.
Basic authentication
auth:
basic:
username: tester
password: { fromEnv: API_PASSWORD }
Username and password are read independently and Basic-encoded. Both can also come from a file or fromCredential. Only a Basic literal may be an empty string.
API key in a header, query string or cookie
auth:
apiKey:
header: X-API-Key
value: { fromEnv: API_KEY }
Replace header with query or cookie if your API needs that. Each entry picks one destination. You can also use a list and combine methods:
auth:
bearer: { token: { fromEnv: ACCESS_TOKEN } }
apiKey:
- { header: X-CSRF-Token, value: { fromEnv: CSRF_TOKEN } }
- { query: tenant, value: demo }
cookies: true
Bearer, API key and the cookie jar can be combined. Bearer and basic cannot, because both use Authorization. Header names that collide case-insensitively are rejected. Query and cookie names are case-sensitive.
Cookie jar
auth: { cookies: true } enables the auth's own cookie jar. It is not a raw Cookie string. It is normally paired with a login recipe that has capture.cookies: true (see below). A cookie-only auth is not considered logged in while the jar is empty. To import cookies you already have, use a session.
Secret sources
The same syntax works for token, value, username, password and the initial values in credentials:
| Syntax | Meaning |
|---|---|
{ fromEnv: API_TOKEN } | Read an environment variable of the MCP process |
{ fromFile: ./secrets.json, pointer: /orders/token } | Read a field from a JSON file |
{ fromFile: ./token.json } | Read the JSON root. The file must contain a JSON value such as "demo-token", not plain text |
demo-token | A literal. Produces a warning based on the field name; the value is never logged |
{ fromCredential: accessToken } | Use a named value from the current auth, usually captured by a recipe |
fromCredential cannot be used in initial credentials, in catalog credentialSources, or in spec-fetch auth. Env and file values for a binding must be strings; objects and numbers are not silently converted. A missing source never silently falls back to anonymous. Secret files are protected from upload and export, but you are responsible for their permissions, and you should not commit them.
Multiple accounts and shared profiles
profiles:
qa:
auth: { bearer: { token: { fromEnv: QA_TOKEN } } }
admin:
auth: { bearer: { token: { fromEnv: ADMIN_TOKEN } } }
services:
orders:
baseUrl: https://orders.dev.example.test
spec: ./orders.json
auth:
profiles: [qa, admin]
defaultProfile: qa
reports:
baseUrl: https://reports.dev.example.test
spec: ./reports.json
auth: { profile: qa }
- A call to
orderswith no auth choice usesqa. To useadmin, pass"auth":{"mode":"profile","profileId":"admin"}toinvoke_operation. - If a service lists
profilesbut has nodefaultProfile, requests are anonymous by default. The first profile is never picked for you. Auth tools aimed at that service ask you to name a profile. - To control a profile directly, call
authenticateorget_auth_statuswith{"profile":"qa"}. Do not pass bothserviceandprofile. - A profile is usable only on services that reference it. Two services using
qashare the same credentials, cookie jar and refresh task. Cookies are still scoped by domain and path. - A named profile can have its own
credentials,authenticationandrefresh. For recipes, setrequest.serviceexplicitly; it may point to a separate identity service. That only lets the recipe call that operation. It does not give the identity service your business credentials. - A service that references a profile must not also have its own
credentials,authenticationorrefresh. Put them in the profile.
Login and refresh
Use a recipe when you must call an API to obtain credentials. A username and password are not required: the body can be a grant code, client credentials, or whatever your API's contract needs.
Three parts have different roles:
auth: what to send on business requests.credentials: initial named values. They are not sent unless referenced.authentication/refresh: call one operation, then capture the result.
Example: grant code plus refresh token
services:
accounts:
baseUrl: https://accounts.dev.example.test
spec: https://accounts.dev.example.test/v3/api-docs
auth:
bearer: { token: { fromCredential: accessToken } }
apiKey: { header: X-CSRF-Token, value: { fromCredential: csrf } }
cookies: true
credentials:
grantCode: { fromEnv: GRANT_CODE }
authentication:
request:
operation: POST /session/exchange
body:
json:
grantCode: { fromCredential: grantCode }
capture:
credentials:
accessToken: { bodyPointer: /session/accessToken }
refreshToken: { bodyPointer: /session/refreshToken }
csrf: { header: X-CSRF-Token }
cookies: true
refresh:
request:
operation: POST /session/refresh
body:
form:
refresh_token: { fromCredential: refreshToken }
capture:
credentials:
accessToken: { bodyPointer: /access_token }
refreshToken: { bodyPointer: /refresh_token }
Both operations must exist in the spec. A JSON Pointer such as /session/accessToken reads response.session.accessToken. The refresh token stays in the credential store. In this example it is sent only by the refresh recipe, never on business requests.
How to use it. The tool name comes first, followed by its JSON arguments. These are not shell commands.
authenticatewith{"service":"accounts"}.get_auth_statuswith{"service":"accounts"}until it stops reportingrecovering.- When the state is
ready, call the API normally. - To refresh manually:
authenticatewith{"service":"accounts","action":"refresh"}.
You can also ask the agent: "Authenticate the accounts service with the configured recipe, wait until it finishes, then report the status. Do not show any credentials."
Rules to remember
authenticateruns onlyauthentication. Without a recipe it reloads static sources. It never logs in automatically when a business call lacks credentials.action: refreshruns onlyrefresh. Without a refresh recipe it fails locally withAUTH_REFRESH_UNAVAILABLE.- A 401 can start a background refresh, but the original request is never replayed automatically. The caller still receives the 401 plus
authRecovery. After the refresh finishes, you or the agent decide whether to call again. - A 403, an anonymous request, a session, or a request with an
Authorizationoverride does not trigger a refresh. - While a recipe runs, new business requests fail with
AUTH_RECOVERING. Calling the same action again joins the running one; a different action fails withAUTH_BUSY. - A failed refresh does not retry in a loop. Request a retry explicitly with
authenticateand the right action. - Captured credentials, cookies and binding updates are applied together. If a required capture is missing, nothing is applied partially. A credential not named in the capture keeps its old value, so to rotate a refresh token you must capture it again.
- Header captures in managed recipes keep the header content as-is, including
Bearer. A scalar capture accepts a non-empty string or a finite number; numbers become strings. - A recipe accepts HTTP 200-299 by default. Set
successStatuses: [200, 201]to change that. Recipes do not follow redirects, do not replay, and do not run prerequisite recipes.
Recipe requests. request supports service, operation, path, query, headers, cookies, body and auth.
servicedefaults to the service that owns the recipe. A recipe in a named profile must set it explicitly.request.authdefaults to anonymous and does not inherit the owner's bearer or cookies. To send them, declare the auth methods explicitly.cookies: trueuses the current jar.- Templates are substituted in payloads:
{fromEnv},{fromFile,pointer?},{fromCredential}. Wrap a value as{literal: {fromEnv: "text"}}to send that object unchanged. - A
fromCredentialname must be declared in initial credentials or in a capture. Authentication can only use credentials with an initial definition, not its own future captures. Refresh can use what authentication captured. - A capture needs non-empty credentials or
cookies: true. Capturing cookies requires the owner to haveauth.cookies: true. - An authentication capture starts a fresh cookie jar. A refresh keeps and updates the existing jar.
A recipe body takes one of these forms. They are alternatives, so do not paste all four into one recipe:
# JSON; you can add contentType next to json
body: { json: { name: demo } }
# application/x-www-form-urlencoded, for example client credentials
body:
form:
grant_type: client_credentials
client_id: { fromEnv: CLIENT_ID }
client_secret: { fromEnv: CLIENT_SECRET }
# Multipart; files must be under uploadRoots
body:
multipart:
fields: { note: demo }
files: [{ field: document, path: ./fixtures/demo.pdf }]
# Binary
body: { binary: { file: ./fixtures/demo.bin, contentType: application/octet-stream } }
File paths in recipes are fixed configuration. They cannot come from credential substitution.
OTP, SSO and interactive sessions
Use a session when an agent and a person must work through several steps: request an OTP, enter it, receive a token or cookie, then call the API. The server never requests an OTP, polls, opens a browser or solves a CAPTCHA by itself. A session is bound to one service.
Capture from a response
- Call the operation that requests the OTP once, on explicit request, with
auth: {mode: anonymous}. - The person provides the OTP. Call the verify operation with
invoke_operation:
{
"service": "accounts",
"operation": "POST /otp/verify",
"revision": "<revision>",
"auth": { "mode": "anonymous" },
"input": { "body": { "json": { "value": { "code": "<OTP-provided-by-the-user>" } } } },
"capture": {
"tokens": [
{ "id": "access", "type": "bearer", "from": "body", "pointer": "/token" }
],
"cookies": true
}
}
- Read
capture.sessionIdwhencapture.stateiscaptured. - Call business operations with
auth: {mode: session, sessionId: ...}.
Enable capture.cookies only if the response really sets cookies. To capture a token from a header, use {"id":"access","type":"bearer","from":"header","header":"Authorization"}. Unlike managed recipes, a session's bearer-header capture strips the Bearer prefix. For an API key, use type: apiKey with in: header|query|cookie and name.
A capture applies only to 200-299 responses by default; set successStatuses to change that. A failed capture never updates a session partially. To update an existing session, add capture.sessionId.
Import credentials you already have
Prefer declaring a catalog in the config:
credentialSources:
qaToken: { fromEnv: QA_SESSION_TOKEN }
Then call manage_session:
{
"action": "create",
"service": "accounts",
"credentialSourceIds": [{ "sourceId": "qaToken", "type": "bearer" }]
}
Only ids declared in top-level credentialSources can be imported. Inline secrets in a service or profile, and captured refresh tokens, do not appear in the catalog automatically.
If you must import values directly (they may end up in AI conversation history):
{
"action": "create",
"service": "accounts",
"credentials": {
"components": [{ "id": "access", "type": "bearer", "value": "<token>" }],
"cookies": [{ "name": "sid", "value": "<cookie-value>" }]
}
}
Inspect with {"action":"inspect","sessionId":"<id>"}, or omit sessionId to list sessions. Delete with {"action":"delete","sessionId":"<id>"}. Inspect returns metadata only, never secrets.
Sessions are bound to one service, do not refresh themselves, do not change managed profiles, and are never promoted to profiles. They live in memory and disappear when the process ends.
Large responses and files
The server stores responses as artifacts and returns a bounded view, so long files and base64 strings do not flood the conversation.
bodyTransformed: true: the view was shortened and is not the full response.omissions: which fields were shortened, why, their JSON Pointer and the artifact id.rawBodyArtifact: the response entity bytes after HTTP content decoding, with metadata and a SHA-256.
Read part of an artifact
Call read_artifact with a pointer:
{ "artifactId": "<id>", "pointer": "/data/status" }
Or page through it:
{ "artifactId": "<id>", "offset": 0, "limit": 4096 }
Use nextOffset from the result to continue. A pointer to a string returns text, and a pointer to an object or array returns JSON. Reading a binary artifact returns metadata only; use export to get the file. Pointers work on the parsed JSON value (number precision is limited); exporting original keeps the exact bytes.
Export a file
The destination must be under files.exportRoots. Call export_artifact:
{
"artifactId": "<id>",
"pointer": "/data/imageBase64",
"destination": "/absolute/path/exports/image.png",
"representation": "decoded"
}
| Representation | Result |
|---|---|
original | The artifact's original bytes |
text | The text of the artifact, or of the field at the pointer |
decoded | Strict base64 decoding of the string |
Export never overwrites an existing file and never follows a symlink out of a root. File names from Content-Disposition are not trusted. Artifacts exist only for the lifetime of the process and are removed on normal shutdown; exported files stay.
To mark a base64 field explicitly in the config:
encodedFields:
- service: orders
pointer: /data/*/thumbnail
encoding: base64
mediaType: image/png
* matches one path segment. Add operation to limit a rule to one operation. Schema hints such as format: byte, contentEncoding and data URIs also help confirm an encoding. A string that merely looks like base64 is not asserted to be base64.
If a response exceeds responseBytes, you still get the status and headers, but the body may be incomplete (bodyComplete: false). Total artifact storage is capped by sessionArtifactBytes.
Troubleshooting
Start with the config check:
npx -y @nhan7777/openapi-swagger-mcp@0.1.2 --config /absolute/path/config.yaml --check
The report contains ok, services, checks, remoteSpecsChecked: false and operationsChecked: false. Each check has a field, a state (ok, pending or error) and possibly a code.
pendingmeans a credential will be captured at runtime. It is not a static error.- It checks env and file sources (even when a recipe exists), local spec and CA files, and upload/export roots.
- It does not fetch remote specs, parse spec content, check operations remotely, run recipes or create the artifact directory.
- If the config cannot be parsed or fails the schema, stderr has a sanitized error and stdout is empty. If it parses, stdout has one JSON report with no secret values.
| Exit code | Meaning |
|---|---|
0 | Static checks passed |
1 | A config, source, file or root problem |
2 | CLI usage error, such as a missing --config or an unknown flag |
Common problems
| Symptom / code | What to do |
|---|---|
| The MCP client cannot connect | Check Node is 22.19 or newer, that the CLI and config paths are absolute, and that the entry does not contain --check. If you run from source, check it is built |
CONFIG_INVALID | Run --check and read the failing field. Use the JSON Schema for suggestions, and do not mix in old syntax (see Limitations) |
SOURCE_UNAVAILABLE / CREDENTIAL_INVALID | Check the MCP process's environment, the JSON file, the pointer, and that the value is a string. Do not paste secrets into logs |
A service shows unavailable | Read the error in list_apis. Check the spec, its refs, the CA file and file permissions, fix them, then run refresh_specs. Minor spec problems only produce warnings and do not make a service unavailable |
AUTH_REQUIRED | Check the static sources or call authenticate. For OTP flows, use a session |
AUTH_RECOVERING | Wait until get_auth_status stops reporting recovering. Do not mass-retry write operations |
AUTH_BUSY | Wait for the running action to finish before requesting a different one |
AUTH_REFRESH_UNAVAILABLE | No refresh recipe is configured. Authenticate again explicitly or import a session |
AUTH_RECIPE_INPUT | A credential or template the recipe needs has no value. Recipes do not run prerequisite steps |
AUTH_RECIPE_INVALID / AUTH_RECIPE_FAILED | Check the recipe's operation, request body, status and service |
AUTH_CAPTURE_FAILED | Check the JSON Pointer, header or Set-Cookie. Capture results are never published partially |
AUTH_TARGET_REQUIRED | A service with several profiles has no default. Pass {profile: ...} |
PROFILE_NOT_ALLOWED / SESSION_SERVICE_MISMATCH | Use a profile the service lists, or a session created for that service |
SPEC_REVISION_MISMATCH | Get a fresh revision from list, search or schema, and re-read the contract before calling |
UPLOAD_NOT_ALLOWED / export errors | Check the roots, the real path, protected files, and that the destination does not exist |
| HTTP 401 after a refresh started | That is still the original request's response. Wait for the refresh, then decide whether to send a new request |
Restart or refresh? Config changes need a restart of the MCP process. refresh_specs only reloads specs. authenticate without a recipe reloads static auth sources, not the whole config.
Request and response reference
The normal flow
| Step | Tool | Example arguments |
|---|---|---|
| See services and revisions | list_apis | {} |
| Find an operation | search_operations | {"service":"orders","query":"order detail","limit":5} |
| Read its contract | get_operation_schema | {"service":"orders","operation":"GET /orders/{id}","revision":"<revision-you-just-received>"} |
| Send the request | invoke_operation | See below |
A complete invoke_operation call:
{
"service": "orders",
"operation": "GET /orders/{id}",
"revision": "<revision-you-just-received>",
"input": {
"path": { "id": "demo-123" },
"query": { "includeItems": true },
"headers": { "X-Request-ID": "demo-request" }
}
}
operation is the key returned by search, usually METHOD /path. It is not the operationId. revision is the spec revision, which stops you calling an operation based on an outdated contract. When the spec changes, call refresh_specs with {"service":"orders"}, then search or read the contract again to get the new revision. A failed refresh keeps the last valid snapshot.
search_operations accepts service, method, tag, includeDeprecated, limit and cursor. Pass nextCursor with the same query to get the next page. Changing the query or the revision invalidates an old cursor.
Request bodies
The snippets below are fragments that go inside input. They are not complete tool calls. A request has at most one body type.
Note the difference from auth recipes: invoke_operation.input.body uses the json.value and form.fields wrappers, while a recipe body uses plain json and form (see Login and refresh).
JSON:
{ "body": { "json": { "value": { "name": "demo", "quantity": 2 } } } }
Form (application/x-www-form-urlencoded):
{ "body": { "form": { "fields": { "name": "demo", "tags": ["a", "b"] } } } }
You can set contentType inside json or form to pick one of the media types the operation declares.
For multipart and binary uploads, first allow directories in the config and create them:
files:
uploadRoots: [./fixtures]
exportRoots: [./exports]
Then pass absolute paths in the tool call.
Multipart:
{
"body": {
"multipart": {
"fields": { "description": "demo" },
"files": [
{ "field": "document", "path": "/absolute/path/fixtures/demo.pdf", "filename": "demo.pdf", "contentType": "application/pdf" }
]
}
}
}
Binary:
{ "body": { "binary": { "file": "/absolute/path/fixtures/demo.bin", "contentType": "application/octet-stream" } } }
The multipart files array may repeat the same field. Files outside uploadRoots, symlinks that escape a root, and protected files are refused. The media type must match what the operation declares, so read the contract before sending.
Choosing auth, and negative testing
invoke_operation.auth has four modes:
| Mode | Behavior |
|---|---|
{"mode":"default"} or no auth | Use the service's default auth, or anonymous if it has none |
{"mode":"profile","profileId":"qa"} | Use a named profile the service allows |
{"mode":"session","sessionId":"<id>"} | Use an interactive session bound to the same service |
{"mode":"anonymous"} | Inherit no credentials or cookies. Data you pass explicitly in input is still sent |
To test a wrong token, pass your own input.headers.Authorization. It overrides the matching credential for that request only, leaves managed credentials untouched, and does not trigger an automatic refresh.
The server serializes what you give it and does not fix your data. It adds no defaults, does no type coercion, and does not strip unknown fields or null. Omitting the body is different from sending {"json":{"value":null}}, which sends the bytes null. HTTP 4xx/5xx responses are real results and are not turned into "tool failed validation" errors.
Requests that cannot be sent safely are blocked locally: a missing path parameter, a path escape, CR/LF in a header, a media type the operation does not declare, or an attempt to override headers the transport manages.
Reading the result
sent: false: the request was not sent. Look aterror.codeanderror.message.http.statusandhttp.headers: the actual HTTP outcome.bodyView: the part of the response meant for the agent to read.diagnostics.requestanddiagnostics.response: spec-based checks, for diagnosis only. They do not replace the HTTP outcome. States arevalid,invalid,not_availableanderror.bodyComplete: false: the body is partial because of a limit or a stream error. Do not conclude the whole response was valid.authRecovery: the state of a background refresh after a 401. It does not mean the request was replayed.- Network, TLS and timeout failures do not produce a fake HTTP status.
error.mayHaveBeenSentsays whether the request may already have left the machine. Be careful about retrying write operations.
Redirects are not followed by default. With followRedirects: true, only same-origin redirects are followed, within a limit: 303, and POST after 301/302, become GET; 307/308 keep the method and body. Credentials are never forwarded to another origin.
Advanced configuration and limitations
Authentication for spec downloads and $refs
Spec-fetch auth is separate from business auth. It only uses static secrets and never runs a recipe:
services:
privateApi:
baseUrl: https://api.dev.example.test
spec:
source: { url: https://docs.dev.example.test/openapi.json }
auth:
bearer: { token: { fromEnv: DOCS_TOKEN } }
allowedOrigins: [https://schemas.dev.example.test]
roots: [./specs]
auth:
bearer: { token: { fromEnv: API_TOKEN } }
Spec-fetch credentials are sent only to the origin of the spec source, never to a different origin reached through a $ref. A remote spec cannot reference local files. A local $ref must stay inside the allowed roots; the directory of a local spec is used as that spec's root. Spec fetches do not follow redirects. A missing or broken ref causes that service's snapshot to be rejected, and other services keep working.
Imperfect specs: warnings instead of errors
Framework-generated specs (NestJS, for example) often have small mistakes. These three do not block a service. They appear in warnings from list_apis. The list is capped at 20 entries, 4096 bytes in total, and 512 bytes and one line per entry. Priority order is excluded operations, then security schemes, then duplicate operationId. Exact counts are in warningSummary (total, shown, omitted, excludedOperations), not in an extra line at the end of the list. If list_apis exceeds its output budget, warning text is shortened (counts stay accurate). If even the metadata is too large, the result has servicesInline: false and a servicesArtifact you read in full with read_artifact.
| Spec problem | Handling | Effect |
|---|---|---|
Duplicate operationId across endpoints | Warning only | No effect on calls, because operations are called by METHOD /path. Searching for that id returns several hits; tell them apart by the operation field |
Extra in/name on a type: http security scheme | The extra fields are ignored during validation; the original spec is kept | No effect |
An operation declares a path parameter that is not in the path (for example customerId with no {customerId} in the path) | That operation alone is excluded from the service | It cannot be found. Calling it directly returns OPERATION_UNKNOWN with the message operation was excluded from this specification and details.reason = PATH_PARAMETER_NOT_IN_TEMPLATE. Other operations work normally |
Other problems still block the whole service with SPEC_INVALID: for example a path template {id} with no matching parameter, a missing $ref target, or a malformed OpenAPI structure.
Warnings only report problems. They do not repair the spec, so fix it at the backend where possible.
$ref combined with a method or parameters is rejected. Any object in a spec that has a string $ref together with get, put, post, delete, options, head, patch, trace or parameters is refused (<document>: an object combines $ref with execution siblings (a method or parameters)). Tools disagree about what to do here (ignore, override or merge), and bundlers merge silently, so the server does not pick one; the spec author must choose. summary, description and x-* siblings are still allowed.
The scan runs on every original document (the root and every allowed file or URL a $ref points to) as it is read, before the bundler merges them, and again on the bundled document. This is because an extended $ref on a container (for example paths: { $ref: 'p.json', '/a': { $ref: '#/x' } }) can make the bundler produce a $ref with a method from two objects that were each valid on their own. The server checks object shape before and after bundling and does not re-resolve $ref paths itself. The cost: every object with this shape is rejected, including not only sample data (example, enum, default, x-*) but also schemas, Links and Responses, including shapes that only appear after a merge. This is a compatibility limit. When you hit it, change the spec (rename the key, or remove the $ref from that object) if doing so does not change what the spec means.
Extended $ref is accepted. When a $ref is extended on a container and the merged result no longer contains a forbidden combination, the server accepts the bundler library's merge: the extender wins for scalar values, objects are merged, and arrays are replaced entirely. For example, if an external file declares parameters with a required query parameter external, and the extender declares parameters with root, the published contract has only root. The external parameter disappears because arrays are replaced, not combined. The contract published over MCP, and used to serialize requests, is the one after bundling and validation. There is no evidence that the real server accepts this contract, so read it with get_operation_schema and try it in a suitable environment before sending requests with side effects.
Read limits. The number of distinct $ref strings the bundler asks to read is capped by refGraphDocuments. The total bytes read, including the same file read several times under different spellings such as .//a.json, is capped by refGraphBytes. Exceeding a configured read budget stops with SPEC_LIMIT_EXCEEDED. These input byte budgets are not hard limits on heap or RSS. Spec load and parse errors are capped at 2048 bytes.
TLS per service
tls:
caFile: ./certs/dev-ca.pem
verify: true
This block goes under a service. verify: false turns off TLS verification for that service only and produces a warning. Use it only when you really need it in a test environment; it is not the way to fix a default certificate problem. No tool changes TLS settings at call time.
Files and limits
files:
uploadRoots: [./fixtures]
exportRoots: [./exports]
artifactRoot: ./runtime-artifacts
limits:
requestTimeoutMs: 30000
responseBytes: 52428800
uploadBytes: 52428800
toolOutputBytes: 32768
Declare only the values you want to change. Every limit is a positive integer with a maximum; check the JSON Schema for the ranges.
| Key | Default | Scope |
|---|---|---|
requestTimeoutMs | 30000 ms | A request, including redirect hops. Recipes also have a timeout |
maxConcurrentRequests | 8 | Normal requests |
recipeConcurrency | 2 | A separate lane for auth recipes |
specDocumentBytes | 10 MiB | One spec document |
refGraphDocuments | 100 | Documents in the ref graph |
refGraphBytes | 50 MiB | Total bytes in the ref graph |
refGraphDepth | 64 | Ref and template depth |
responseBytes | 50 MiB | One response |
uploadBytes | 50 MiB | One upload |
sessionArtifactBytes | 250 MiB | Total artifact quota |
inlineStringBytes | 4096 bytes | Threshold for showing a string inline |
toolOutputBytes | 32768 bytes | Budget for one tool result |
artifactPageBytes | 16384 bytes | One artifact read page |
maxRedirects | 5 | Redirects followed when enabled |
uploadRoots and exportRoots default to empty, so upload and export are disabled until you declare them. artifactRoot may not exist yet; the server creates it at runtime.
Limitations
- A local MCP server over stdio. It is not a hosted gateway or an HTTP MCP server.
- Not a workflow engine: one recipe is one operation. The agent or a person orchestrates multi-step flows.
- No automation of OAuth/PKCE callbacks, OTP polling, CAPTCHA or browser login. No scripting, HMAC signing or mTLS client authentication.
- No telemetry. Specs and responses are untrusted data, not instructions for the agent, and descriptions and extensions are never executed.
- Validation depends on spec quality. An unknown format is recorded as unverified, not as passed. Search is deterministic token scoring; the project makes no claims about token savings or semantic search accuracy.
- Compatibility note: older config and tool forms were removed with no aliases.
bearer.login, profilecomponents/recovery, service-levelallowedProfiles/defaultProfile,$source/$component,authenticate_profileandget_profile_statusno longer work. Use the forms in this guide.
Tool reference
| Tool | Use it to |
|---|---|
list_apis | See services, spec readiness and revision, operation counts, spec warnings, auth mode and capability, and spec load errors |
search_operations | Search by path, operationId, tag, summary or description, with paging |
get_operation_schema | See an operation's parameters, body, response schemas, security and refs. Large contracts go to an artifact |
invoke_operation | Send a real request and get the HTTP outcome, diagnostics and an optional capture into a session |
refresh_specs | Reload and validate specs. On failure the previous valid snapshot is kept |
authenticate | Run authentication, run an explicit refresh, or reload static auth sources |
get_auth_status | See state, revision, capability, credential and binding presence, cookie names and failures. Never returns credential values |
manage_session | Create, inspect or delete a session, importing credentials directly or from the catalog |
read_artifact | Read a stored response or contract by page or JSON Pointer |
export_artifact | Write bytes, text or base64-decoded data to a new file under exportRoots |
The tool count does not grow with the number of endpoints. No tool accepts an arbitrary URL to call outside the configured services, an arbitrary env or file secret name, a script, or a parameter that switches environments.
Development
Work from a source checkout:
npm ci
npm run build
npm run typecheck
npm run gen:schema
npm test
npm run test:integration
npm run smoke
npm run verify:package
npm audit --omit=dev --audit-level=high
Build before the integration tests and the smoke test, because some of them run the compiled CLI over stdio. Tests use a loopback backend, synthetic data and self-signed certificates meant only for tests. No real credentials are needed. Run npm run gen:notices to update the third-party notices when dependencies change.
npm test includes both unit and integration tests; npm run test:integration is an optional subset, not an additional gate. CI also validates the configuration cookbook with synthetic sources and rejects changes produced by gen:schema that were not committed. After changing the config schema, regenerate and include config.schema.json in your change.
Tag publication calls the same nine-cell CI matrix on the tag's commit and waits for every cell to pass. Only then does the publish job build and verify its own tarball, check its SHA-256 companion and publish those exact bytes through npm trusted publishing. The tag must match the package version and its commit must belong to main.
npm run verify:package needs npm run build first. It packs the package for real, installs the tarball into a separate consumer directory, runs --check, the bin shim and the smoke test against the installed copy, then audits that installed copy. Only if all of that passes does the tarball land in .release/<name>.tgz with a .sha256 file. If the audit fails, the tarball is kept as evidence in .release/diagnostic/NOT-RELEASABLE-.... npm pack --dry-run is not a substitute. Verifying a local candidate this way is separate from publishing it. Publishing is a separate, deliberate registry action. The CI matrix (Ubuntu, macOS and Windows with Node 22.19.0, 22 and 24) is its own release condition.
Released under the MIT license. Dependency licenses are listed in THIRD_PARTY_NOTICES.md.
Frequently asked questions
What is OpenAPI Swagger MCP?
Discover Swagger/OpenAPI operations and call configured dev/UAT APIs through 10 fixed tools.
How do I install OpenAPI Swagger MCP?
It runs on your machine. In Claude Code: claude mcp add openapi-swagger-mcp -- npx -y @nhan7777/openapi-swagger-mcp@0.1.2 --config. For other clients, paste the JSON configuration from this page into their MCP settings.
Does OpenAPI Swagger MCP need an API key?
Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.
Is OpenAPI Swagger MCP open source?
Yes. Its code is on GitHub under the MIT license.
Who maintains OpenAPI Swagger MCP?
It is published by nhan7777. AI.tn lists it but does not maintain or endorse it.
From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.