Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Contract-first MCP server for RabbitMQ: one typed tool per message contract, safe error recovery.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
RabbitMcp__Transport, RabbitMcp__UriValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"rabbit": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"RabbitMcp__Transport",
"-e",
"RabbitMcp__Uri",
"ghcr.io/lazogio/rabbit-mcp:3.0.0"
],
"env": {
"RabbitMcp__Transport": "your-value",
"RabbitMcp__Uri": "your-value"
}
}
}
}Run this in your terminal
claude mcp add rabbit --env RabbitMcp__Transport=your-value --env RabbitMcp__Uri=your-value -- docker run -i --rm -e RabbitMcp__Transport -e RabbitMcp__Uri ghcr.io/lazogio/rabbit-mcp:3.0.0Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"rabbit": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"RabbitMcp__Transport",
"-e",
"RabbitMcp__Uri",
"ghcr.io/lazogio/rabbit-mcp:3.0.0"
],
"env": {
"RabbitMcp__Transport": "your-value",
"RabbitMcp__Uri": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"rabbit": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"RabbitMcp__Transport",
"-e",
"RabbitMcp__Uri",
"ghcr.io/lazogio/rabbit-mcp:3.0.0"
],
"env": {
"RabbitMcp__Transport": "your-value",
"RabbitMcp__Uri": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
The registry name was verified with the GitHub account lazogio, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: RabbitMcp__Transport, RabbitMcp__Uri
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (3.0.0) reached the registry 4 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need .NET, Docker on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, NexusWindows
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Windows computer use in the background: desktop apps driven without your mouse or keyboard.
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English · ქართული
An MCP server for RabbitMQ built on message contracts (.NET 10). Each contract becomes a typed tool whose input schema is the contract itself. Messages use the MassTransit wire format, so MassTransit services receive them as they are; services without MassTransit get plain JSON. The server itself does not depend on MassTransit.
publish_ and request_ , validated against the contract first._error queues back, fix and resend them, or park poison messages. Nothing is ever deleted.contracts diff catches wire-breaking changes in CI; roles, rate limits and audit for teams.| Way | How |
|---|---|
| Binary | Releases: self-contained for Linux, Windows and macOS. macOS: xattr -d com.apple.quarantine rabbit-mcp |
| .NET tool | NuGet: dotnet tool install -g RabbitMcp.Server, or without installing: dnx RabbitMcp.Server --yes (from the first release) |
| Docker | ghcr.io/lazogio/rabbit-mcp — HTTP mode, see For teams |
| Source | dotnet publish src/RabbitMcp.Server -c Release -o out (never dotnet run: it writes to stdout) |
claude mcp add rabbit-mcp \
-e RabbitMcpUri=amqp://guest:guest@localhost:5672/ \ -e RabbitMcpEnablePublish=true \ -- /full/path/to/rabbit-mcp
Claude Desktop: the same as "command" and "env" in claude_desktop_config.json. Local RabbitMQ: docker compose up -d.
Let Claude set it up: copy docs/skills/rabbit-mcp-setup to ~/.claude/skills/ and ask "set up rabbit-mcp".
Try it: samples/Shop starts RabbitMQ, PostgreSQL, a MassTransit shop and rabbit-mcp with one command, and walks through orders, error recovery and approvals.
| Tool | What it does | Enabled by |
|---|---|---|
list_contracts, validate_message | Contracts and their details; check JSON without sending | always |
queue_stats, peek_messages | Queue counts; messages without removing them (payload, contract check, fault, x-death) | always |
find_message | Finds a message by id or text and tells which queue it is in | always |
read_stream | Reads a RabbitMQ stream from first, last, an offset or a time (10m) | always |
list_queues, contract_consumers | Queues; which queues a contract reaches and who consumes it | ManagementUri |
recent_activity | Audit: "who republished yesterday?" | AuditLogPath |
publish_ , request_ | Publishes an event / sends a request and returns the reply | EnablePublish |
republish_from_error | Moves messages back from an error or dead-letter queue: preview, then confirm=true. Filters (exceptionType, contract, since …) for incidents | EnableRepublish |
dead_letter_from_error | Parks messages that can never succeed in _dead, with a reason | EnableRepublish |
resend_corrected | Sends a fixed copy of a failed message and parks the original | EnableRepublish + EnablePublish |
declare_exchange, declare_queue | Creates a missing exchange / queue, optionally with a binding; never changes or deletes one | EnableTopology |
pending_requests, reply_ , reject_request | Requests from services waiting for an answer | RespondTo |
Results are structured (outputSchema); errors say what to do next. Prompts diagnose_errors, investigate_message, review_approvals and contract_health walk through common tasks, and every contract is a resource contract:// .
// Event → publish_payment_captured
[MessageContract("Payment was captured by the PSP.", Version = 1)] public sealed record PaymentCaptured { [Description("Order the payment belongs to.")] public required Guid OrderId { get; init; }
[Range(typeof(decimal), "0.01", "1000000")] public required decimal Amount { get; init; } }
// Request → request_get_order_status [MessageContract("Asks for the current status of an order.", Responses = new[] { typeof(OrderStatus), typeof(OrderNotFound) })] public sealed record GetOrderStatus { public required Guid OrderId { get; init; } }
required, nullability, [Description] and DataAnnotations go into the schema and are enforced.urn:message:Namespace:Type, exchange Namespace:Type); Urn and Exchange override them.RabbitMcp.Contracts package, loaded with RabbitMcp__ContractAssemblies=/path/Billing.Contracts.dll.Services without MassTransit — Format = MessageFormat.Raw: the body is plain JSON, metadata goes into AMQP properties, and you set Exchange and/or RoutingKey. Requests use RabbitMQ RPC (reply_to + correlation_id; the reply type in the AMQP type).
[MessageContract("Asks the shipping desk for a quote.", Format = MessageFormat.Raw, RoutingKey = "shipping-quotes",
Responses = new[] { typeof(ShippingQuote), typeof(ShippingUnavailable) })] public sealed record GetShippingQuote { … }
Without C# (AsyncAPI) — RabbitMcp__ContractFiles=warehouse.yaml: every message of an AsyncAPI 3.0 or 2.x file becomes a tool with the file's JSON Schema; routing comes from the AMQP bindings, x-rabbit-mcp: { format: masstransit } for MassTransit services. Example: samples/asyncapi/warehouse.yaml. rabbit-mcp contracts asyncapi Billing.Contracts.dll exports C# contracts.
Compatibility check — compare two builds (or two AsyncAPI files) in CI; exit code 1 on breaking changes:
rabbit-mcp contracts diff old/Billing.Contracts.dll new/Billing.Contracts.dll
request_ waits for the reply (timeout 1–120 s) and returns responded, faulted or timeout, with the reply checked against its contract.
Responder: RabbitMcp__RespondTo=ApproveLargeOrder lets your service ask and the model answer. Requests appear in pending_requests; the model answers with reply_ or reject_request (the requester gets a RequestFaultException), and the person confirms each answer (HumanConfirmation). Requests are kept in memory; one instance per ClientName answers, others stand by.
RabbitMcp__Transport=http serves /mcp (and /healthz). It refuses to start without authentication:
RabbitMcp__ApiKeys="alice:KEY1;ci:KEY2" (≥ 32 characters); clients send X-Api-Key.RabbitMcp__JwtAuthority (https) + RabbitMcp__JwtAudience.docker run -d -p 5080:5080 \
-e RabbitMcpUri=amqp://user:pass@rabbit:5672/ \ -e RabbitMcpApiKeys="team:$(openssl rand -base64 32)" \ -e RabbitMcp__ContractAssemblies=/contracts/Billing.Contracts.dll -v ./contracts:/contracts:ro \ ghcr.io/lazogio/rabbit-mcp:1.0
Roles (HTTP only; without roles every caller may use every enabled tool):
RabbitMcp__Roles__viewer="read"
RabbitMcpRolesoperator="read;publish:Order*;request;republish:*_error" RabbitMcpUserRoles="alice=operator;ci=viewer" RabbitMcpDefaultRoles="viewer"
Permissions: read, publish, request, republish, respond, topology, *; patterns limit them by contract, queue or (topology) exchange/queue name. Users are matched by API key name, token user or the JWT roles claim. Callers see only the tools they may use, and each call is checked again.
Environment variable RabbitMcp__ or appsettings.json. Lists are ;-separated, * is a wildcard.
| Option | Default | Description |
|---|---|---|
Uri | amqp://guest:guest@localhost:5672/ | AMQP URI, vhost at the end |
ContractAssemblies / ContractFiles | — | Contract DLLs / AsyncAPI files. Empty: built-in samples |
ManagementUri | — | Management API, e.g. http://localhost:15672 |
EnablePublish / EnableRepublish | false | Allow sending / moving messages |
EnableTopology / TopologyAllow / TopologyDeny | false / — / — | Allow creating exchanges and queues / names that may / may never be created |
TopologyArguments | DLX, alternate exchange, single active consumer | x-arguments the declare tools accept (* any, none); TTL and max-length drop messages, so add them deliberately |
TopologyRules | require-dead-letter;check-references;protect-masstransit | Safety rules of the declare tools (none for none); opt-in bind-existing, templates-only |
TopologyTemplates__ | — | Named settings the declare tools' template uses, e.g. kind=queue;type=quorum;x-dead-letter-exchange=billing.dlx |
PublishAllow / PublishDeny | — | Contracts that may / may never be sent |
DeadLetterQueue | {queue}_dead | Where poison messages are parked |
RespondTo / MaxPendingRequests | — / 100 | Responder contracts / waiting-request limit |
HumanConfirmation / ConfirmTools | required / recovery, declare and reply tools | The person confirms changes and replies in the client's dialog (required refuses when it cannot ask; auto then trusts the model, off always does) |
AuditLogPath / AuditIncludePayload | — / false | Audit file (JSON Lines) / include message bodies |
MaxMessagesPerCall / MaxBulkMessages / MaxPayloadChars | 50 / 1000 / 16000 | Limits |
PublishTimeoutSeconds | 30 | How long a send or move waits for the broker's confirm (1-300) |
RateLimits | — | Changes per caller, e.g. publish:100/h;*:1000/d |
Transport / HttpUrls / HttpPath | stdio / http://localhost:5080 / /mcp | Transport |
ApiKeys, JwtAuthority, JwtAudience, JwtScopes | — | HTTP authentication |
Roles__ , UserRoles, DefaultRoles | — | Roles |
ClientName, HttpPublicUrl, HttpAllowedOrigins, HttpAllowAnonymous, ExchangeCacheSeconds, JwtRolesClaim | Rarely needed |
OpenTelemetry: set OTEL_EXPORTER_OTLP_ENDPOINT; traces join the MassTransit consumer's trace.
mandatory turn an undeliverable message into an error.HumanConfirmation=auto (the model's own confirm=true and replies then count, and a message it reads could talk it into one). A client that answers these dialogs automatically (e.g. by asking the model) defeats them.Only the beginning is shown; read the rest in the repo