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Rundum-Immo

immo.rundum/real-estate-appraisal

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by Rundum-Immo

Rundum Immo Real Estate Appraisal MCP

An open-source Model Context Protocol server for indicative German real-estate depreciation and purchase-price allocation. It exposes calculate_property_depreciation and calculate_purchase_price_allocation, delegating both calculations to the public AfAMax APIs. Proprietary appraisal formulas remain in AfAMax.

Hosted server

The public Streamable HTTP endpoint is:

https://mcp.rundum.immo/mcp

No end-user API key is required. Calls are subject to AfAMax per-client and service-wide rate limits and abuse protections.

Related MCP server: real-estate-ai

Run from source over stdio

Node.js 22.12 or newer is required.

git clone https://github.com/Rundum-Immo/real-estate-appraisal-mcp.git
cd real-estate-appraisal-mcp
pnpm install --frozen-lockfile
pnpm build

Configure your MCP client to run the built server, replacing the path with the absolute path to your checkout:

{
  "mcpServers": {
    "rundum-real-estate-appraisal": {
      "command": "node",
      "args": ["/absolute/path/to/real-estate-appraisal-mcp/dist/transports/stdio.js"]
    }
  }
}

The stdio server calls the anonymous AfAMax API directly. Its public limits are 30 requests per minute and 500 requests per rolling day per IP; a tenant-wide ceiling may also apply. It writes protocol messages only to stdout and operational logs only to stderr.

Install from npm over stdio

Node.js 22.12 or newer is required. Configure your MCP client to launch the published package with npx:

{
  "mcpServers": {
    "rundum-real-estate-appraisal": {
      "command": "npx",
      "args": ["-y", "@rundum-immo/real-estate-appraisal-mcp"]
    }
  }
}

Tools

Property depreciation

calculate_property_depreciation accepts the complete public AfAMax request contract:

  • Required: property type, construction year, and floor area.

  • Optional: purchase price, land area, standard land value, inventory, purchase costs, core-renovation year, marginal tax rate, locale, coarse modernization level, and eight detailed modernization component states.

  • Results: annual and monthly AfA, comparison with statutory AfA, estimated tax savings, building-value assumptions, modernization points, and remaining useful life.

Omitting modernization data means AfAMax assumes no modernization, producing an upper-bound estimate. For multi-unit buildings, provide whole-building figures or calculate individual units separately. Results are indicative and do not replace tax, legal, or appraisal advice.

Example input:

{
  "propertyType": "CONDOMINIUM",
  "constructionYear": 1970,
  "floorArea": 85,
  "purchasePrice": 350000,
  "taxRate": 0.42,
  "locale": "en"
}

Purchase-price allocation

calculate_purchase_price_allocation divides acquisition costs between non-depreciable land and the depreciable building using the German Federal Ministry of Finance (BMF) method.

  • Required: property type, total purchase price, purchase date, construction year, floor area, land area, and standard land value.

  • Condominiums also require the numerator and denominator of the co-ownership share.

  • Mixed-use residential/commercial buildings also require whether the commercial share is under or over 50%.

  • Optional: purchase costs, included inventory, garage and underground-parking counts, monthly net cold rent, and locale.

  • Results: the applied method, meaningful alternatives, land/building shares and values, depreciation base, unavailable or unusable method reasons, and disclosed asset-method defaults.

Providing monthly net cold rent enables the income method as a cross-check against the asset method. Garage and covered underground-parking counts improve the asset method because those spaces are valued separately. Comparative valuation is unavailable because the public contract excludes surveyor-only factors. Results are indicative and do not replace tax or legal advice.

Example input:

{
  "propertyType": "CONDOMINIUM",
  "totalPurchasePrice": 500000,
  "purchaseRelatedCosts": 40000,
  "purchaseDate": "2024-06-15",
  "constructionYear": 1975,
  "floorArea": 75,
  "landArea": 1200,
  "standardLandValue": 2500,
  "coOwnershipNumerator": 75,
  "coOwnershipDenominator": 1000,
  "undergroundParkingSpaces": 1,
  "monthlyNetColdRent": 1400,
  "locale": "en"
}

Architecture

MCP client  ->  this public adapter  ->  AfAMax public HTTPS API

This repository contains transport, validation, error mapping, and presentation code only. It contains no appraisal formulas, databases, tenant logic, or report-generation internals. The transport-neutral server factory is shared by stdio and stateless Streamable HTTP.

Development

pnpm install
pnpm check
pnpm dev:stdio

Test with MCP Inspector

Build and launch the local stdio server through MCP Inspector:

pnpm build
npx -y @modelcontextprotocol/inspector \
  node --env-file-if-exists=.env dist/transports/stdio.js

Connect in the browser, open Tools, and call either tool with its example input above. Successful responses contain a readable summary, structured output, disclosed assumptions/defaults, and a source link to the corresponding AfAMax calculator. The source link carries the submitted inputs so the calculator opens prefilled for refinement or documentation.

To inspect the registered tools from the command line:

npx -y @modelcontextprotocol/inspector \
  --cli \
  node --env-file-if-exists=.env dist/transports/stdio.js \
  --method tools/list

Develop the HTTP transport

cp .env.example .env
pnpm dev:http

AFAMAX_SERVICE_TOKEN is mandatory for HTTP mode. Trusted per-client rate limiting works only with a service credential issued by Rundum Immo and configured with the matching AfAMax backend value; arbitrary tokens do not enable trusted forwarding. HTTP mode forwards that token and the validated rightmost proxy client address in X-Afamax-Service-Token and X-Afamax-Client-IP. Never expose this token to MCP clients. Deploy behind a proxy that replaces, rather than blindly appends to, incoming forwarding headers.

Configuration:

Variable

Default

Purpose

AFAMAX_API_URL

https://afamax.de/api/v1/afa-calculation

Public calculation endpoint

AFAMAX_KPA_API_URL

https://afamax.de/api/v1/purchase-price-allocation

Public purchase-price allocation endpoint

AFAMAX_SERVICE_TOKEN

—

Required trusted-service credential in HTTP mode

AFAMAX_TIMEOUT_MS

10000

Upstream timeout

HOST

0.0.0.0

Listen address

PORT

3000

Listen port

PUBLIC_HOSTS

mcp.rundum.immo

Comma-separated allowed Host header names

LOG_LEVEL

info

debug, info, warn, or error

The HTTP server exposes /mcp and /health, limits request bodies to 64 KiB, validates Host and Origin syntax, and returns permissive CORS headers for anonymous browser clients.

Deploy with Docker

Production HTTP hosting is intended for Rundum Immo or explicitly authorized operators because it requires a matching AfAMax service credential. Public users can run the stdio transport without one.

docker build -t real-estate-appraisal-mcp .
docker run --rm -p 3000:3000 \
  -e AFAMAX_SERVICE_TOKEN='credential-issued-by-rundum-immo' \
  -e PUBLIC_HOSTS='localhost,mcp.rundum.immo' \
  real-estate-appraisal-mcp

The image runs as the non-root node user. Configure mcp.rundum.immo in Coolify and proxy it to port 3000.

Data and privacy

The adapter is stateless and does not persist tool inputs or raw client IP addresses. Calculation input and the client IP are sent to AfAMax, which uses the address for abuse prevention. AfAMax stores a salted hash of the address and limited usage metadata for 30 days; it does not store the raw address in its usage records. Avoid placing personal identifiers in tool input. See AfAMax privacy information and SECURITY.md.

Roadmap

The repository can grow beyond its initial calculation tools. Potential future capabilities include:

  • Property and market-value estimation

  • Appraisal and valuation-report workflows

  • Additional German real-estate tax and appraisal tools

Future tools will follow the same boundary: this repository contains the public MCP integration, while proprietary appraisal logic remains in AfAMax.

License

MIT

Available Tools

2 tools
calculate_property_depreciationCalculate German property depreciationA
Read-onlyIdempotent
Inspect

Calculate an indicative German real-estate depreciation (AfA) estimate through AfAMax.

Use this for residential German property, including remaining useful life, annual/monthly AfA, statutory comparison, and estimated tax savings. For apartment buildings, pass figures for the whole building or calculate units separately. Ask for all eight modernization component states whenever possible: omitting them assumes no modernization and produces the highest possible remaining-useful-life benefit. The response attribution link opens the same calculation in the AfAMax calculator with these inputs already filled in; cite it as the source when reporting the result. The result is non-binding and does not replace tax or legal advice.

ParametersJSON Schema
NameRequiredDescriptionDefault
localeNoLanguage for upstream explanations; defaults to German.
taxRateNoPersonal marginal tax rate as a decimal, e.g. 0.42.
landAreaNoLand area in square metres.
floorAreaYesLiving or usable floor area in square metres.
propertyTypeYesGerman residential property category.
modernizationNoKnown state of eight modernization components. Ask for all eight when possible.
purchasePriceNoTotal purchase price in EUR.
constructionYearYesOriginal year of construction.
includedInventoryNoMovable inventory included in the purchase price, in EUR.
standardLandValueNoStandard land value in EUR per square metre.
coreRenovationYearNoYear of a qualifying core renovation, if applicable.
modernizationLevelNoCoarse modernization level used when detailed component data is unavailable.
purchaseRelatedCostsNoPurchase-related costs in EUR.

Output Schema

ParametersJSON Schema
NameRequiredDescription
metaYes
inputYes
resultsYes
disclaimerYes
assumptionsYes
attributionYes
calculationIdYes

TDQS

A4.7/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond the annotations declaring readOnly/idempotent/non-destructive behavior, the description discloses important default assumptions and caveats: omitting modernization components 'assumes no modernization and produces the highest possible remaining-useful-life benefit,' the result is 'non-binding and does not replace tax or legal advice,' and the attribution link behavior is explained with a citation instruction.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is front-loaded with the core purpose, then moves through usage scope, parameter guidance, attribution behavior, and a legal disclaimer. Every sentence earns its place; the length is justified by the tool's complexity and the need to warn about the modernization default.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description is complete for a read-only estimation tool with a rich schema and an output schema present. It covers the key behavioral traps (modernization assumptions, non-binding result, attribution), the apartment-building edge case, and the expected outputs, so an agent has enough context to select and invoke it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 100% schema description coverage, the baseline is 3. The description adds genuine value beyond the schema by explaining the practical consequence of omitting modernization data and by telling callers how to handle apartment buildings in terms of the figures passed. This is relevant parameter-level guidance, though most parameters remain adequately explained by the schema itself.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a specific verb-plus-resource statement: 'Calculate an indicative German real-estate depreciation (AfA) estimate through AfAMax.' It also enumerates the concrete outputs (remaining useful life, annual/monthly AfA, statutory comparison, estimated tax savings), and this purpose is clearly distinct from the sibling tool calculate_purchase_price_allocation, which concerns a different analysis.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives clear usage context: 'Use this for residential German property' and provides practical guidance for apartment buildings ('pass figures for the whole building or calculate units separately'). It does not explicitly state when not to use this tool or when to prefer the sibling tool, so it stops short of a full when/when-not comparison.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

calculate_purchase_price_allocationCalculate German purchase price allocationA
Read-onlyIdempotent
Inspect

Calculate a free, non-binding German property purchase-price allocation (Kaufpreisaufteilung) through AfAMax using the BMF Arbeitshilfe.

Use this to divide acquisition costs between non-depreciable land and the depreciable building. Inventory is deducted before allocation. A condominium requires both co-ownership values, and a residential/commercial building requires its commercial share category. Comparative valuation is unavailable because this public contract excludes surveyor-only factors. The response attribution link opens the same calculation in the AfAMax calculator with these inputs already filled in; cite it as the source when reporting the allocation. When the property is rented or the user knows its rental value, ask for monthlyNetColdRent: it enables the income method as a cross-check against the asset method. Ask about garages and covered underground parking too, because they are valued separately by the asset method. Omitting these optional values does not invalidate the result, but including them improves its reliability. The result does not replace tax or legal advice.

ParametersJSON Schema
NameRequiredDescriptionDefault
localeNoLanguage for the disclaimer and AfAMax attribution link. Defaults to German.de
garagesNoNumber of above-ground garages. Improves the asset-method allocation by valuing parking separately. Ask the user if the property includes garages.
landAreaYesPlot area in square metres.
floorAreaYesLiving or usable floor area in square metres.
propertyTypeYesGerman residential property category.
purchaseDateYesDate of the notarized purchase contract in YYYY-MM-DD format; must be from 1990-01-01 through today.
commercialShareNoRequired for RESIDENTIAL_COMMERCIAL_BUILDING: whether the commercial share is under or over 50%.
constructionYearYesOriginal construction year; it cannot be later than the purchase year.
includedInventoryNoMovable inventory included in the purchase price, in EUR. It is deducted before allocation.
standardLandValueYesStandard land value (Bodenrichtwert) in EUR per square metre.
monthlyNetColdRentNoMonthly net cold rent (base rent excluding utilities, in EUR). Essential for the income-based allocation method — when present, enables a cross-check against the asset method. Ask the user if the property is rented or if they know the rental value.
totalPurchasePriceYesTotal notarized purchase price in EUR.
coOwnershipNumeratorNoCo-ownership numerator (Miteigentumsanteil); required with the denominator for a condominium.
purchaseRelatedCostsNoLand transfer tax, notary, land-register, and broker costs in EUR. Defaults to 0.
coOwnershipDenominatorNoCo-ownership denominator; required with the numerator for a condominium.
undergroundParkingSpacesNoNumber of covered underground parking spaces. Improves the asset-method allocation by valuing parking separately. Ask the user if the property includes underground parking.

Output Schema

ParametersJSON Schema
NameRequiredDescription
metaYes
inputYes
appliedYes
methodsYes
skippedYes
degenerateYes
disclaimerYes
attributionYes
calculationIdYes
assetMethodDefaultsYes

TDQS

A4.7/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly, idempotent, and non-destructive. The description adds substantial behavioral context: the result is free and non-binding, the attribution link opens the same calculation pre-filled, optional values improve reliability without invalidating results, and the output does not replace tax/legal advice. This goes well beyond the annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is long but every sentence carries operational guidance. It front-loads the core purpose and then covers optional inputs and limitations. Some redundancy exists (e.g., 'ask the user' appears in both description and schema), but it remains efficient for a complex tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given 16 parameters with a 100% schema and an output schema present, the description still adds necessary context: what the tool does, when to request optional inputs, limitations (no comparative valuation), and how to cite the source. An agent has everything needed to call it correctly without extra lookups.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3. The description significantly enhances several parameters: it explains why monthlyNetColdRent is asked (enables income method as cross-check), why garages/underground parking matter (valued separately by asset method), and that includedInventory is deducted before allocation. This adds meaning beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a precise verb–resource statement ('Calculate a free, non-binding German property purchase-price allocation') and adds the method (AfAMax, BMF Arbeitshilfe). It clearly differentiates from the sibling tool by focusing on allocation rather than depreciation, so an agent can select it correctly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description states the primary use case ('divide acquisition costs between non-depreciable land and the depreciable building') and gives conditional guidance for optional inputs (rental value enables income method, garages/parking valued separately). It does not explicitly contrast with the sibling tool, but the context is clear enough to decide when to invoke it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool updatev0.1.1
    • Changedcalculate_purchase_price_allocation4 fields changed
      • changedInput schema / properties / garages / description
        Previous value: -"Number of enclosed garage spaces. Defaults to 0."New value: +"Number of above-ground garages. Improves the asset-method allocation by valuing parking separately. Ask the user if the property includes garages."
      • changedInput schema / properties / locale / description
        Previous value: -"Language for the disclaimer and AfaMax attribution link. Defaults to German."New value: +"Language for the disclaimer and AfAMax attribution link. Defaults to German."
      • changedInput schema / properties / monthlyNetColdRent / description
        Previous value: -"Total monthly net cold rent in EUR. A positive value enables the income method; omitting or passing 0 leaves it unavailable."New value: +"Monthly net cold rent (base rent excluding utilities, in EUR). Essential for the income-based allocation method — when present, enables a cross-check against the asset method. Ask the user if the property is rented or if they know the rental value."
      • changedInput schema / properties / undergroundParkingSpaces / description
        Previous value: -"Number of underground parking spaces. Defaults to 0."New value: +"Number of covered underground parking spaces. Improves the asset-method allocation by valuing parking separately. Ask the user if the property includes underground parking."
  2. 2 tool updatesv0.1.0
    • First observedcalculate_property_depreciation
    • First observedcalculate_purchase_price_allocation

TDQS

A4.5/5.0

Scored across 2 tools

Disambiguation5/5

The two tools address clearly different calculations: one estimates depreciation, the other allocates a purchase price between land and building. No reasonable agent would confuse them despite both belonging to German real-estate tax topics.

Naming Consistency5/5

Both tools use the same verb_noun pattern: calculate_property_depreciation and calculate_purchase_price_allocation. The naming is consistent, descriptive, and predictable.

Tool Count3/5

With only two tools, the server sits at the borderline low end of the ideal range. The tools are substantive and complementary, but the broad 'real-estate appraisal' label suggests a larger surface than two calculators.

Completeness3/5

The pair covers a coherent workflow of purchase-price allocation followed by depreciation, but leaves notable appraisal gaps such as general market-value estimation, rental-value calculation, or non-residential depreciation. Agents with broader appraisal requests could hit dead ends.

Maintenance

ActivityMaintained
ResponsivenessNo issues

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