Why does this exist?
Once you ship an endpoint, the Postman collection for it starts going stale immediately. You add a field, Postman doesn't know. You add a new error response, Postman doesn't know. Nobody updates Postman by hand consistently, because it's pure busywork: open the request, retype the body you already wrote in code, guess at example values, repeat for every route.
The information Postman needs already exists in your code: the route, the request body type, the auth dependency, the declared responses. Postman MCP reads that and writes the request for you, so the only thing you do by hand is review a diff and say yes.
How does it work?
Postman MCP runs two things: a CLI (postman-mcp) for one-time setup, and an MCP server
that Claude Code talks to while you work. You install it once per machine, run init
once per project, and after that you only ever type slash commands inside Claude Code.
Claude does the reading and reasoning; Postman MCP does the checking and writing.
When you run a sync command, Claude reads your code — any framework, any language it
understands — and writes three files into postman/sync/:
collection.json— a Postman Collection v2.1 it authors directly (folders, requests, auth, examples).metadata.json— a citation for every request: the exactfile:linethe endpoint and each DTO field come from, hashed.sync.config.json— the scope and target of this run.
The MCP server then does the parts that must be deterministic and trustworthy: it validates the collection is well-formed, verifies Claude didn't hallucinate by re-reading the exact lines it cited (and grounding every claimed request/response field against the real DTO class), diffs the result against your live Postman collection, and — only after you say yes — merges and writes it, preserving any test scripts and saved examples you added by hand. The MCP never parses your source or calls a model; it checks claims and writes. This is what makes it work on any framework without a per-framework parser, while still catching a wrong route or a made-up field before it reaches Postman.
The seven slash commands differ only in what Claude analyzes (one endpoint, one file, the whole repo, what changed in git); they all funnel through the same validate → verify → diff → confirm → write pipeline. The contract Claude follows to do this is published by the MCP server itself, so any MCP-capable client can drive it, not just Claude Code.
What happens when I run syncapi?
Say you have this FastAPI route:
@app.post("/payments", response_model=PaymentResponse, status_code=201)
def create_payment(body: PaymentRequest, user: str = Depends(get_current_user)) -> PaymentResponse:
"""Create a new payment.
Charges the given amount and returns the created payment record.
"""
...
You run:
/postman:syncapi create_payment --into payments
Claude reads create_payment and its PaymentRequest/PaymentResponse DTOs, writes the
request into postman/sync/collection.json with citations in metadata.json, and calls
the sync_files tool. The MCP re-reads the cited lines to confirm the route and every
field are real, diffs against your live collection, and shows you the result without
writing anything:
Collection: Acme Backend
Plan: 1 new · 0 modified
[NEW] POST /payments → payments ✓ verified (app/payments.py:12)
Write to Postman? Re-run with confirm=true to apply.
Each endpoint is labelled ✓ verified (citation matches the code), ~ stale (code moved
since cited), or ⚠ unverified / ⚠ CITATION DOES NOT MATCH — so you can see at a glance
which requests are backed by real code before you say yes. A request whose citation
doesn't match the code is excluded from the write unless you explicitly approve it. Say
y and it writes; say n and nothing happens. There's no flag to skip the diff.
What gets generated?
This is the actual Collection v2.1 item the engine builds for create_payment above
(build_request_item(), default settings, nothing hand-edited):
{
"name": "POST /payments",
"request": {
"method": "POST",
"header": [{ "key": "Content-Type", "value": "application/json" }],
"url": {
"raw": "{{base_url}}/payments",
"host": ["{{base_url}}"],
"path": ["payments"]
},
"description": "Create a new payment.\n\nCharges the given amount and returns the created payment record.",
"body": {
"mode": "raw",
"raw": "{\n \"amount\": 4200,\n \"currency\": \"USD\",\n \"method\": \"string\"\n}",
"options": { "raw": { "language": "json" } }
},
"auth": {
"type": "bearer",
"bearer": [{ "key": "token", "value": "{{token}}", "type": "string" }]
}
},
"response": [
{
"name": "201 201",
"code": 201,
"header": [{ "key": "Content-Type", "value": "application/json" }],
"body": "{\n \"id\": 1,\n \"amount\": 4200,\n \"currency\": \"USD\",\n \"status\": \"active\",\n \"created_at\": \"2026-06-27T10:00:00Z\"\n}"
}
]
}
A few things worth pointing out, because they're not obvious from the JSON:
amountgot the example value4200because the engine recognizes the field name pattern and picks a plausible number, the same way it picks an email-looking string for a field calledemail. It has no idea what your API actually returns; these are realistic placeholders, not live data.methodgot the generic value"string"because its name doesn't match any pattern the example generator knows about. You'll see this a lot for fields named things likenote,tag, or anything domain-specific. Fill those in by hand, the same as you would in any new Postman request.- There's exactly one saved response: the
201declared byresponse_model. No400or401was invented and attached. That's the default (responseStyle: single) and it's deliberate, not a gap: a Postman collection full of speculative error responses nobody asked for is worse than one with none. You can opt intominimal(success + one error) orfull(every declared 2xx plus a standard error set) inpostman/config.jsonif you want more. - No test script is attached. Test generation is off by default
(
generateTests: false); turn it on if you want status/schema assertions added automatically.
What does not work yet?
Being upfront about the current gaps:
- Express and NestJS code parsing is regex/heuristic, not a real AST. Neither language has a parser this project depends on, so body and auth detection is best-effort and flagged "lower confidence" in the diff when it falls back to inferring from usage instead of reading an explicit type or schema.
- Business-logic test assertions are gated off. The status and schema test tiers are reliable and ship; a third tier that asserts on actual response values exists in code but isn't wired up yet, because the quality bar for "guessed the right assertion" isn't there.
- A route registered through a dynamic import, a computed prefix, or across a package
boundary can't be traced. Route composition (
app.use('/api', router)in one file, routes registered in another) resolves through a real import graph now, not a leaf-only regex — seeinput/structural.py— but a mount the resolver genuinely can't follow (the prefix comes from a variable, not a literal) is reported as unresolved rather than guessed at. - No CI integration yet. No GitHub Action to fail a PR on drift, no Newman runner for the generated tests. See ROADMAP.md for the full list of known gaps.
- An additional, verification-focused tool surface has no slash command yet.
Alongside the seven commands above, the MCP server also exposes a lower-level tool
surface for MCP clients that want to submit an API model directly and get it verified,
planned, and applied as separate steps, with snapshot/rollback support. It's callable
today as direct MCP tool calls; there's no
/postman:*wrapper for it yet. Seedocs/architecture/handoff.mdfor what it does and its other current limitations.
Architecture
Two layers, cleanly separated. Claude Code does the reading and reasoning; Postman MCP does the checking and writing.
You
│ slash command (/postman:prompt for free-form instructions)
▼
Claude Code ← reads your code, authors collection.json + metadata.json
│ sync_files(confirm)
▼
Postman MCP Server (local) ← deterministic: validate, verify citations, ground
│ fields, diff, merge, write
┌──────────┬──────────┬───────────┬──────────┐
▼ ▼ ▼ ▼ ▼
Repo Citation Postman Merge Config +
index + field client engine Secret store
verify (REST)
The sync commands (syncapi, sync, syncall, syncchanges, and prompt as a
natural-language front-end for all four) aren't separate implementations. They're
different ways of picking which routes Claude analyzes (one route, a whole file,
everything changed since your last sync, the whole codebase); all of them go through the
same validate → verify → diff → confirm → write pipeline on the MCP side. Fix a bug there
and every command gets the fix at once. Full write-up in the
architecture docs.
The MCP server runs no LLM and interprets no natural language. Anything you write in
/postman:prompt is read by Claude before it calls the tool — it never reaches the
server as prose. See AI-assisted synchronization below.
AI-assisted synchronization
For free-form, natural-language sync, use the /postman:prompt command. Claude reads
the instruction, not the MCP server.
/postman:prompt "Sync createPayment as a Stripe API architect"
Claude reads the instruction while preparing the synchronization — it picks the right
scope (syncapi / sync / syncchanges / syncall) and target, shapes how it frames
the diff and which examples it favors, and folds concrete asks (extra error responses,
headers, an edited description) directly into the collection.json/metadata.json it
authors. Then it calls the deterministic tool. The flow is:
You → Claude Code (reads instruction + code, authors the collection) → MCP tool call → Postman MCP
What this means in practice:
- The instruction influences Claude. Reasoning, terminology, persona, target selection, and the request/response content Claude writes for matched items.
- It never influences verification. Citations either match your code or they don't; route identity, auth detection, and field grounding are computed deterministically from your code, regardless of what the instruction says. Content the instruction adds with no citation is shown as unverified in the diff — honestly, not silently trusted.
- Postman MCP stays deterministic and LLM-agnostic. It does not run a model, has no
promptparameter, and depends on no Anthropic/OpenAI API.
A few more examples:
/postman:prompt "Sync createOrder using Indian ecommerce examples"
/postman:prompt "Sync what changed and write full descriptions and error documentation"
/postman:prompt "Sync the whole codebase with complete request/response docs on every route"
See examples/prompts/ for ready-made guidance you can adapt.
Installation
pip install postman-mcp
Requires Python 3.10 or newer, Claude Code, and a Postman personal API key. See Installation for the full walkthrough.
Quick start
# 1. install
pip install postman-mcp
# 2. set up this project (once)
cd my-api-project
postman-mcp init
# → paste your Postman API key
# → pick workspace + collection
# → done: server registered, slash commands installed
# 3. open Claude Code in this project, then:
/postman:syncall # first full sync
/postman:syncchanges # from now on, after each change
# if something looks wrong:
postman-mcp doctor # checks the whole setup chain
After init, you don't go back to the terminal for day-to-day use. Everything happens
through slash commands.
Commands
| Command | What it does |
|---|---|
/postman:syncapi <fn|"METHOD /route"|code> [--into path] |
Sync one route. |
/postman:syncchanges [--last N] [--since ref] |
Sync what changed since the last sync. The one you run most. |
/postman:sync -<file|module|dir> [--into path] |
Sync everything in one file, module, or directory. |
/postman:syncall [--into path] |
Sync the whole codebase. Usually a first-run thing. |
/postman:prompt "<plain-English instruction>" |
Natural-language sync — add error responses, headers, personas, etc. |
/postman:createenv [name] |
Generate a Postman environment from your code. |
/postman:status [--since ref] |
Show drift without writing anything. |
Terminal-only commands: postman-mcp init, postman-mcp doctor, postman-mcp serve,
postman-mcp version.
Every slash command above goes through the same validate → verify → diff → confirm → write pipeline described in How does it work?. MCP clients that prefer deterministic parsing over Claude-driven discovery can call the underlying tools directly instead of going through a slash command; both paths share the exact same diff/merge engine, so "new / modified / unchanged" is decided identically either way. See Architecture for the full tool surface.
Examples
Each example is a small, runnable app. Clone the repo and look at the README in any of these to see the exact diff output and the real generated Collection item for that framework:
| Example | Framework | Input path |
|---|---|---|
fastapi-basic/ |
FastAPI | code parsing |
fastapi-openapi/ |
FastAPI | OpenAPI spec |
django-rest-framework/ |
Django REST Framework | OpenAPI |
express-api/ |
Express | code parsing |
nestjs-api/ |
NestJS | OpenAPI |
flask-api/ |
Flask | code parsing |
spring-api/ |
Spring (Boot) | code parsing |
Configuration
Setup writes a postman/config.json to your project root. It's small, meant to be
committed, and never holds a secret directly, just a reference to where the key lives
(OS keychain, an env var, or a gitignored file). See
Configuration
for every field.
Framework support
| Framework | OpenAPI path | Code-parsing fallback |
|---|---|---|
| FastAPI | yes (native /openapi.json) |
yes, AST-based |
| NestJS | yes, with @nestjs/swagger |
yes, heuristic (no TS AST) |
| Django REST Framework | yes, with drf-spectacular |
yes, including DefaultRouter/SimpleRouter-registered viewsets |
| Express | no native spec support | yes, this is the primary path |
| Flask | no native spec support | yes, AST-based |
| Spring (Boot) | no native spec support | yes, annotation-based |
Details and the specific known limits for each are in the framework guides.
Performance
The MCP server side of a sync — the repository index and the graph-sliced retrieval that
finds code for one target — is local, deterministic, and directly measurable. Claude's
own reading and reasoning isn't; that part happens in the conversation, not on the
server, so it's out of scope for a server-side benchmark. Measured against the bundled
examples/:
| Example | index() cold |
index() warm |
context() per route |
|---|---|---|---|
| fastapi-basic | 26 ms | 21 ms | 0.20 ms |
| express-api | 22 ms | 21 ms | 0.15 ms |
| nestjs-api | 23 ms | 23 ms | 0.44 ms |
index() is content-hash cached, so only the first build on a project pays the full
scan cost; every sync after only re-parses what changed. Full table, methodology, and how
cost scales on a larger repo:
Performance.
Release notes
See CHANGELOG.md for what shipped in each release, and ROADMAP.md for what's next and the current list of known gaps.
Contributing
git clone https://github.com/logesh-works/postman-mcp
cd postman-mcp
python -m venv .venv && pip install -e ".[dev]"
pytest --cov
See CONTRIBUTING.md and the Code of Conduct before opening a PR.
Security
Your Postman API key is stored by reference, never written into the repo, and every write to Postman goes through the diff-confirm step described above. To report a vulnerability, don't open a public issue, see SECURITY.md for how to reach the maintainer privately.
License
MIT © Logesh Kumar (logeshkumar.in).
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