The MBC Agricultural Index: The S&P 500 of Mozambican Agriculture
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The MBC Agricultural Index: The S&P 500 of Mozambican Agriculture

MB
Anselmo Boaventura
Maputo Bridge Capital
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The MBC Agricultural Index: The S&P 500 of Mozambican Agriculture

When observers want to understand the state of the US economy, they check the S&P 500. When anyone wants to know how Mozambican agriculture is performing, they can now look to the MBC Agricultural Index, a single number designed to track the health of the entire agricultural sector.

Why an Agricultural Index Matters

Currently, it is difficult to find a definitive answer to the question: "Is Mozambican agriculture improving?" While the government periodically reports annual production statistics—such as the 14.6 million tons reaching markets—and the FAO tracks food insecurity numbers like the 2.67 million people in IPC Phase 3+, there is no daily, real-time, comprehensive index tracking the pulse of the sector.

Sponsors, policy analysts, government officials, and the media lack a single metric to monitor progress. MBC, founded by Anselmo Boaventura in Fort Worth, Texas, works with the COJAZ cooperative in Zambezia to facilitate agricultural growth by connecting sponsors with verified smallholder farmers. The MBC Index aims to fill the data gap by providing a central figure to measure the impact of these initiatives and the overall market environment.

The MBC Index Family

1. MBC Composite Index (MBC-CI)

This is the headline number, representing a weighted average of all sub-indices. It is published daily to provide a consolidated view of the sector.

Baseline: 100 (set at January 1, 2026)

If the index goes to 115: Agriculture has improved 15% since the baseline. If the index drops to 92: Agriculture has declined 8%, potentially due to factors like drought, price crashes, or policy challenges.

2. MBC Price Index (MBC-PI)

This tracks average commodity prices across all 10 provinces based on data from reports like the MBC Daily Market Brief — August 25, 2026:

ComponentWeightData Source
Maize price30%Daily market brief
Cassava price15%Daily market brief
Cashew price15%Daily market brief
Sesame price10%Daily market brief
Beans price10%Daily market brief
Groundnut price10%Daily market brief
Rice price5%Daily market brief
Honey price5%Daily market brief

Example: If maize rises from 30 to 35 MZN/kg (+17%) while other commodities remain stable, the MBC-PI rises by 17% × 30% = +5.1 points.

3. MBC NDVI Index (MBC-NI)

This index utilizes satellite imagery to track national crop health trends.

ComponentWeight
National average NDVI40%
Drought-affected provinces (Tete, Gaza)20%
High-production provinces (Zambézia, Manica)30%
Northern provinces (Nampula, Cabo Delgado, Niassa)10%

Example: If the national NDVI increases from 0.63 to 0.68 (+7.9%), the MBC-NI rises by approximately +3.2 points.

4. MBC Farmer Income Index (MBC-FII)

This tracks average income levels for smallholder farmers. MBC works to connect sponsors with farmers to help improve productivity.

MetricWeight
Average farmer income (MBC farmers)50%
Number of farmers with increased income30%
Income diversification (farmers with 3+ income sources)20%

Baseline: $470/year (national average smallholder income) Current target: $1,200+/year (MBC farmer average)

5. MBC Repayment Index (MBC-RI)

This index tracks the health of the agricultural cycle through repayment activity.

MetricWeight
On-time repayment rate50%
Portfolio at risk (30+ days)30%
Recovery rate (recovered/defaulted)20%

Example: If 92% of repayments are made on time, the MBC-RI would reach approximately 92 on a 100-point scale.

6. MBC Market Activity Index (MBC-MAI)

This tracks marketplace and exchange activity across the Stepwise Value Chain Model:

MetricWeight
Volume of trades on MBC marketplace30%
Number of active buyers20%
Number of active sellers (cooperatives)20%
Off-take agreements signed30%
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How the Composite Index Is Calculated

MBC Composite = (MBC-PI × 0.25) + (MBC-NI × 0.20) + (MBC-FII × 0.20) 
              + (MBC-RI × 0.20) + (MBC-MAI × 0.15)

Example Calculation (August 25, 2026)

Sub-IndexRaw ValueNormalized (0-100)WeightContribution
Price IndexMaize 36.4 MZN/kg (+143% YoY)1180.2529.5
NDVI Index0.64 national average640.2012.8
Farmer Income$470 baseline (pilot phase)1000.2020.0
Repayment100% (no defaults yet)1000.2020.0
Market ActivityPilot phase500.157.5
MBC Composite89.8

Interpretation: The MBC Composite Index reads 89.8. Strong prices and healthy NDVI values push the index upward, while market activity remains at the pilot-phase baseline. As MBC scales these efforts, the index is expected to rise beyond the January 2026 baseline of 100.

How the Index Will Be Used

By DFIs (Development Finance Institutions)

  • Track agricultural sector health quarterly
  • Compare Mozambique vs. other African countries
  • Justify strategic decisions with real-time data
  • Measure the impact of development programs

By Impact-Focused Observers

  • Benchmark performance against national trends
  • Demonstrate additionality where farmer incomes rise compared to the national average
  • Report on broader sector health with a single, credible number

By Government

  • Monitor SUSTENTA program effectiveness
  • Track drought recovery in real-time
  • Inform policy decisions regarding intervention and focus areas
  • Compare provinces objectively

By Media

  • Create headlines like "The MBC Agricultural Index rose 3.2 points this week as maize prices climbed"
  • Provide a single number for news reporting, much like global stock indices
  • Make Mozambican agriculture newsworthy to a wider audience

By Farmers

  • Know if prices are trending up or down across the regions
  • Decide when to sell their harvest and when to hold
  • Track their province's performance relative to the national average

Daily Publication

The MBC Composite Index and all sub-indices are published daily in the MBC Daily Market Brief. Historical data is tracked and charted on the MBC website.

Example daily brief header:

MBC DAILY MARKET BRIEF — August 25, 2026
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
📊 MBC Composite Index: 89.8 (▲ +0.3 from yesterday)
📈 Price Index: 118 | NDVI Index: 64 | Repayment: 100
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

What This Means for a Smallholder Farmer's Season

For a smallholder farmer in Zambezia working with the COJAZ cooperative, these indices translate into practical stability. By tracking price trends and regional market activity, a farmer can better navigate their planting and harvest cycles. When sponsors contribute, the funds flow directly to local seed and fertilizer shops, ensuring farmers have the inputs needed for a successful season, while documentation like field photos keeps the entire process transparent and verified.

Frequently asked questions

What does the NDVI index measure? It measures the health of crops using satellite data from the Sentinel-2 constellation.

Why is a composite index useful for agriculture? It combines various factors—such as prices, crop health, and market activity—into one clear number to track sector health.

How does market activity data help the agricultural sector? It tracks trading volumes, which helps observers understand the current supply-demand balance and liquidity within the agricultural market.

Versão Portuguesa

O Índice Agrícola MBC: O S&P 500 da Agricultura Moçambicana

Quando os observadores querem saber "como está a economia dos EUA?", verificam o S&P 500. Quando alguém quiser saber "como está a agricultura moçambicana?", verificará o Índice Agrícola MBC.

A Família de Índices MBC

  1. Índice Composto MBC: Número principal, média ponderada de todos os sub-índices
  2. Índice de Preços: Preços médios de commodities em 10 províncias
  3. Índice NDVI: Saúde das culturas via satélite Sentinel-2
  4. Índice de Rendimento do Agricultor: Rendimento antes vs. depois da cooperativa COJAZ
  5. Índice de Repagamento: Saúde da atividade de crédito
  6. Índice de Atividade de Mercado: Volume de negociação na plataforma MBC

Cálculo do Índice Composto

MBC Composto = (Preços × 25%) + (NDVI × 20%) + (Rendimento × 20%) 
             + (Repagamento × 20%) + (Mercado × 15%)

Exemplo (25 Agosto 2026)

Sub-ÍndiceValorPesoContribuição
Preços11825%29,5
NDVI6420%12,8
Rendimento10020%20,0
Repagamento10020%20,0
Mercado5015%7,5
Composto89,8

Como o Índice Será Usado

  • DFIs: Avaliar a saúde do setor agrícola trimestralmente
  • Observadores de impacto: Comparar o desempenho nacional com as tendências do setor
  • Governo: Monitorar a eficácia do programa SUSTENTA
  • Media: Número único para manchetes
  • Agricultores: Saber se os preços estão a subir ou a descer para otimizar vendas

Publicação Diária

O Índice Composto MBC é publicado diariamente no MBC Daily Market Brief.

Fundada por Anselmo Boaventura em Fort Worth, Texas, a MBC conecta patrocinadores com agricultores de pequena escala verificados em Moçambique. Um patrocinador pode contribuir a partir de $25; 92% do valor vai diretamente para a loja local de sementes e fertilizantes do agricultor, enquanto 8% cobrem a verificação de campo. As patrocínios são donativos, não investimentos, e não são dedutíveis de impostos. Spatrocine um agricultor hoje e receba fotos e recibos diretamente do campo.

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Last updated: October 14, 2026