io.github.bruno-portfolio/agrobr
PYPI · AGROBR-MCP
Brazilian agricultural data for LLMs — prices, crops, climate, deforestation.
Available components
Last scanned (11 hours ago)
Scores higher than 90% of PyPI servers
Category Data and Analytics
Recent critical change
GHSA-6q48-6c7w-9gw2 affects this package (21 Oct 2026). See the changelog before you install this server.
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security100
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs hatchling.build at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
- 6 of 59 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency97
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Cryptographically verified build provenance (signed, bound to bruno-portfolio/agrobr-mcp). View diagnostics → Pass
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 25 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability65
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 1756 tokens (~125/item across 14 items; 14 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management77
- Stability observed for 23 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage71
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 14 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 15 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 5 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 73 to 77. That category is still filling its 30-day observation window: 22 days of observed history at the previous scan, 23 at this one. The score rises as the window fills, whether or not the server changes.
- 3 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 67 to 70. That category is still filling its 30-day observation window: 20 days of observed history at the previous scan, 21 at this one. The score rises as the window fills, whether or not the server changes.
- 1 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 60 to 63. That category is still filling its 30-day observation window: 18 days of observed history at the previous scan, 19 at this one. The score rises as the window fills, whether or not the server changes.
- 30 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes.
- 28 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 47 to 50. That category is still filling its 30-day observation window: 14 days of observed history at the previous scan, 15 at this one. The score rises as the window fills, whether or not the server changes.
- 26 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 40 to 43. That category is still filling its 30-day observation window: 12 days of observed history at the previous scan, 13 at this one. The score rises as the window fills, whether or not the server changes.
- 24 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.
- 22 Oct 26 +81
- GHSA-6q48-6c7w-9gw2 no longer affects this package ▲ security
- Known CVEs: fail → pass ▲ security
- Score status: failed → scored ▲ functional
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Analysed pypi/agrobr-mcp@0.2.0
Provenance Verified
A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.
| Result | Verified |
|---|---|
| Ecosystem | pypi |
| Reason | Verified |
| Discovered via | Registry attestation endpoint |
| Source repo | bruno-portfolio/agrobr-mcp |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/bruno-portfolio/agrobr-mcp/.github/workflows/publish.yml@refs/tags/v0.2.0 |
| Rekor log index | 3192527118 |
| Predicate type | PyPI publish attestation https://docs.pypi.org/attestations/publish/v1 |
| Subject digest | sha256:8ce4593c1080c43ff52677b4bfd37245a362a2ce19409bc09506fa95c3dea587 |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | allowlisted | hatchling.build |
Background: Why install scripts are a supply-chain risk →
Dependencies 59 packages
| Packages resolved | 59 |
|---|---|
| Stale | 5 |
| No linked repository | 1 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
balanco ~62
Supply and demand balance (stock, consumption, exports). Products: soja, milho, arroz, feijao, trigo, algodao. Args: produto: Crop name (e.g. "soja", "milho")
| Name | Type | Req | Description |
|---|---|---|---|
| produto | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
clima ~152
Recent climate data by state (temperature, precipitation, radiation, humidity, wind). Valid states: AC, AL, AM, AP, BA, CE, DF, ES, GO, MA, MG, MS, MT, PA, PB, PE, PI, PR, RJ, RN, RO, RR, RS, SC, SE, SP, TO. Args: uf: State abbreviation (e.g. "MT", "PR", "RS") ano: Year (default: current year) agregacao: "diario" or "mensal" (default: "mensal")
| Name | Type | Req | Description |
|---|---|---|---|
| agregacao | string | – | – |
| ano | integer | – | – |
| uf | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
desmatamento ~205
Deforestation polygons and alerts by biome. Biomes: amazonia, cerrado, mata_atlantica, caatinga, pampa, pantanal. Systems: prodes (polygons for the previous calendar year, falling back one more year when empty), deter (alerts of the last 15 days). At most 2000 records are read; the response reports any cut. Args: bioma: Biome name (e.g. "amazonia", "cerrado") sistema: "prodes" (annual) or "deter" (alerts) ano: Year (PRODES mapping year, used as given without falling back; DETER calendar year). Default: see above. uf: State abbreviation filter (e.g. "PA", "MT"). Empty = whole biome.
| Name | Type | Req | Description |
|---|---|---|---|
| ano | integer | – | – |
| bioma | string | – | – |
| sistema | string | – | – |
| uf | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
estimativa_safra ~96
Current crop season estimate by state (area, production, yield). Products: soja, milho, arroz, feijao, trigo, algodao. Args: produto: Crop name (e.g. "soja", "milho") safra: Crop season in "YYYY/YY" format (default: latest season with data)
| Name | Type | Req | Description |
|---|---|---|---|
| produto | string | yes | – |
| safra | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
exportacao ~127
Brazilian agricultural exports summed by month (Comex Stat; ABIOVE fallback). Products: soja, milho, cafe, algodao, acucar, farelo_soja, oleo_soja. The Comex Stat query can take about a minute. Args: produto: Product (e.g. "soja", "farelo_soja") ano: Year (default: current year) uf: State of origin (e.g. "MT"). Empty = Brazil.
| Name | Type | Req | Description |
|---|---|---|---|
| ano | integer | – | – |
| produto | string | yes | – |
| uf | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
futuros_b3 ~98
Daily settlement prices for agricultural futures on B3 exchange. Contracts: boi, milho, cafe_arabica, cafe_conillon, etanol, soja_cross, soja_fob. Args: contrato: Futures contract name (e.g. "milho", "boi") data: Date in "YYYY-MM-DD" format (default: latest published session)
| Name | Type | Req | Description |
|---|---|---|---|
| contrato | string | yes | – |
| data | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
health_check ~37
Check the status of agrobr data sources. Returns which APIs are responding and which have issues. Useful to diagnose when a tool returns an error.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
listar_produtos ~72
List valid products/parameters for each agrobr-mcp tool. Useful to discover which values to pass before calling another tool. If no tool is specified, lists all. Args: tool: Tool name (e.g. "preco_diario"). Empty = all tools.
| Name | Type | Req | Description |
|---|---|---|---|
| tool | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
preco_diario ~107
Daily spot prices for Brazilian agricultural commodities (CEPEA/ESALQ). Products: soja, milho, boi, bezerro, cafe, cafe_robusta, trigo, algodao. Args: produto: Commodity name (e.g. "soja", "milho", "boi") dias: Number of recent days to return (default: 5, max: 60)
| Name | Type | Req | Description |
|---|---|---|---|
| dias | integer | – | – |
| produto | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
producao_anual ~96
Historical annual crop production by state (IBGE PAM). Products: soja, milho, arroz, feijao, trigo, algodao, cafe, cacau, cana, mandioca, laranja. Args: produto: Crop name (e.g. "soja", "milho") ano: Reference year (default: previous year)
| Name | Type | Req | Description |
|---|---|---|---|
| ano | integer | – | – |
| produto | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
progresso_safra ~99
Weekly planting and harvesting progress by state. Products: algodao, arroz, feijao_1, milho_1, milho_2, soja, trigo. Args: produto: Crop name (e.g. "soja", "milho_1") uf: State abbreviation filter (e.g. "MT", "PR"). Empty = all states.
| Name | Type | Req | Description |
|---|---|---|---|
| produto | string | yes | – |
| uf | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
queimadas ~102
Fire hotspots of one day by municipality and biome (INPE Queimadas). Counts the reference satellite (AQUA_M-T), the basis of INPE's official statistics; other satellites repeat detections of the same fire. Args: uf: State abbreviation (e.g. "MT", "PA") data: Date in "YYYY-MM-DD" format (default: yesterday)
| Name | Type | Req | Description |
|---|---|---|---|
| data | string | – | – |
| uf | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
rebanho ~136
Livestock herds and animal products by state (IBGE PPM). Products: bovino, bubalino, equino, suino_total, suino_matrizes, caprino, ovino, galinaceos_total, galinhas, galinhas_poedeiras, codornas, leite, ovos_galinha, ovos_codorna, mel, casulos, la. Args: produto: Herd or product (e.g. "bovino", "leite") ano: Reference year (default: latest published)
| Name | Type | Req | Description |
|---|---|---|---|
| ano | integer | – | – |
| produto | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
serie_historica_safra ~337
Historical crop series by season (CONAB): area, production and yield. Products: algodao, algodao_caroco, algodao_pluma, amendoim, amendoim_1, amendoim_2, arroz, arroz_irrigado, arroz_sequeiro, aveia, cafe, cafe_arabica, cafe_conilon, cana, cana_area_total, canola, centeio, cevada, feijao, feijao_1, feijao_2, feijao_3, feijao_caupi, feijao_caupi_1, feijao_caupi_2, feijao_caupi_3, feijao_cores, feijao_cores_1, feijao_cores_2, feijao_cores_3, feijao_preto, feijao_preto_1, feijao_preto_2, feijao_preto_3, gergelim, girassol, mamona, milho, milho_1, milho_2, milho_3, soja, sorgo, trigo, triticale. Args: produto: Crop name (e.g. "soja", "milho_2") uf: State abbreviation (e.g. "PR"). Empty = Brazil, summed over the states. ano_inicio: Start year of the first season (default: 10 years ago)
| Name | Type | Req | Description |
|---|---|---|---|
| ano_inicio | integer | – | – |
| produto | string | yes | – |
| uf | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
How do I install the io.github.bruno-portfolio/agrobr MCP server?
io.github.bruno-portfolio/agrobr runs locally as a PyPI package, launched with uvx agrobr-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
pypi · agrobr-mcp
claude mcp add bruno-portfolio-agrobr -- uvx agrobr-mcp
What is the io.github.bruno-portfolio/agrobr MCP server?
io.github.bruno-portfolio/agrobr is an MCP server listed in the public MCP registry as io.github.bruno-portfolio/agrobr. Brazilian agricultural data for LLMs, prices, crops, climate, deforestation. This page covers its PyPI package (agrobr-mcp).
Is the io.github.bruno-portfolio/agrobr MCP server safe to use?
io.github.bruno-portfolio/agrobr scores 88 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. Its build provenance is signed and verified. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the io.github.bruno-portfolio/agrobr MCP server expose?
io.github.bruno-portfolio/agrobr exposes 14 tools: preco_diario, futuros_b3, exportacao, estimativa_safra, producao_anual, and 9 more. Their descriptions and schemas cost roughly 1,726 tokens of context every time the server is loaded.
Is the io.github.bruno-portfolio/agrobr MCP server still maintained?
io.github.bruno-portfolio/agrobr is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the io.github.bruno-portfolio/agrobr MCP server under?
io.github.bruno-portfolio/agrobr declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.