The full upstream README, mirrored here for reference. Install config, tool schemas, adoption signals, and an original overview live on the Munim listing page.
One MCP server holding a live session with every client's account at once.
A coding agent can be logged in to one Cloudflare account. One Vercel. One Resend. Connect a second client and the first goes away. So the person looking after a dozen small businesses runs a dozen agent sessions, and none of them can answer a question about more than one client.
Munim holds them all. Each client gets its own registration with the provider, its own token and its own namespace in the tool list, so one agent can read across every client and write inside the one you named.
That is a real run against two real Cloudflare accounts, not a diagram. The
second account is a client's and their address is replaced here: they did not
consent to a public repository, and this file is also the PyPI page.
Reproduce it with your own two:
scripts/cross_account_probe.py.
Requires Python 3.10+. Nothing else: no Node, no build step, no account to create first.
If a coding agent is doing the install for you, point it at
llms-install.md, which says the parts that are easy to get
wrong when nobody is watching the terminal, and where it has to stop and hand
back.
There is no wrong order. Connect first and the account you sign in to names the client, or write the client down first and connect whenever. Both arrive in the same place.
Then ask your coding agent something a single logged-in session cannot answer:
Munim does not wrap each provider in verbs of its own. Every provider here runs its own MCP server with its own tools, so Munim forwards them and supplies the credential:
Your coding agent gets the same two as list_provider_tools and
call_provider_tool. There is no model in this path, so it works with agents
off, and every call is written to the run log with the tool and its arguments.
A call names one client and resolves that client's credentials alone.
When a provider's own MCP server does not publish what you need,
call_provider_api goes a layer down and makes one HTTP call to that provider's
API with the same client's credential. Vercel publishes no environment-variable
write and no way to attach a domain to a project, which is what this is for. It
takes a path and never a URL, and refuses anything that would send the
credential to another host.
Munim is local by default. The checks, the audit and the mail plan are
deterministic: they never needed a model and never call one, and neither does
the passthrough above. Three tools can also reason about what they find
(check, work_on_client, ask_across_clients), and that is switched off
until you ask for it, so having a key lying around is not the same as
consenting to use it.
Hosts are Amazon Bedrock, which works out of the box, plus Google Gemini and
Anthropic, which Strands ships as extras: pip install 'munim[gemini]'.
One thing this does not change: Munim runs as an MCP server, so whatever its tools return goes into your coding agent's context and therefore to whichever model that agent runs on. Turning agents off stops Munim calling a model of its own; it cannot change how MCP works. The privacy policy says so plainly.
munim doctor says what is set up, what is not, and the exact command to fix
each gap. Start there whenever something is unclear.
| Demo video | https://youtu.be/-9xnJVLzO18 |
| Repository | https://github.com/vishalsg42/munim |
| Package | https://pypi.org/project/munim/ |
| Listing | https://glama.ai/mcp/servers/vishalsg42/munim |
| Listed in | awesome-mcp-servers |
The video is a real run against a real client's domain: fifteen deterministic checks find two faults, a Strands agent explains them in the owner's language, and the repair stops at an edge condition because that client is not connected to the provider a repair would need. Nothing in it is staged, which is also why there is no repair on camera.
To run it yourself without installing anything: scripts/check_client.py runs
the check catalogue against one client and writes the report, and
scripts/fix_client.py runs the repair graph. Both use the same code paths as
the check and fix MCP tools, with no agent in front of them.
| Commands | the whole CLI |
| Tools | what your coding agent gets, and what it deliberately cannot do |
| Providers | a page each: setup, what connecting grants, what is verified |
| Architecture | how it is built, and the four decisions that shape it |
| Decisions | every design decision and its reasoning, including the wrong ones |
| Roadmap | what is not done, and why |
| Development | running the tests, and reproducing the claim above |
One person maintains the web and email setup of a dozen small businesses. The clients own the accounts; the operator holds delegated access and does the work. Every provider allows one login at a time, so the workaround is a separate agent session per client.
The costly part is not the switching. It is that a mistake in mail setup breaks nothing visible. Get an A record wrong and the site is down in minutes. Get the SPF record wrong and the client's invoices quietly stop arriving, and nobody notices for weeks.
A munim is the steward a business owner trusts to keep their books and handle their affairs without being asked each time.
Built with AI assistance. No pre-existing code was incorporated; the repository was created during the submission period.
MIT. See LICENSE.
CONTRIBUTING.md says how to run the two suites and what a good change looks
like here, which is mostly about writing down why. docs/DECISIONS.md is the
numbered log those reasons live in, and several of its entries reverse an
earlier one.
Adding a provider needs no Python. Eleven ship and only the first needed
any: a provider here is a row in a table, and munim servers add <name> <url>
works out how that server authenticates by asking it. munim servers export <name> then prints the row for a pull request. That lane asks for the row, a
page copied from docs/providers/TEMPLATE.md, and the measurement you took. It
does not ask for a failing test, because tests/test_provider_docs.py already
fails when a row arrives without a page.
Security issues go in a private advisory rather than an issue.
SECURITY.md says what is in scope, and lists what is already known and
deliberate so a report can skip it.