mcp-brasil
★ 1.6k
vs
context-mode
★ 16.0k
mcp-brasil vs context-mode
mcp-brasil: mcp-brasil is an MCP Server designed to connect AI agents like Claude, GPT, and Copilot to 50 public Brazilian data sources. It offers 435 tools across 11 thematic areas, including economics, legislation, transparency, and judiciary, with most APIs requiring no keys and others using free, quickly obtainable keys.; context-mode: Every tool call in an MCP (Model-Controller-Program) environment dumps raw data into the context window, quickly consuming space and causing the agent to lose track of ongoing tasks. Context Mode is an MCP server that tackles this by sandboxing tool outputs to significantly reduce context usage, tracking session events in SQLite for continuity, and promoting 'think in code' to minimize data processing within the LLM.
01
TL;DR
Choose mcp-brasil if…Legislative: Query AI bills processed in the Chamber, including authors.
Choose context-mode if…Deep repository research and analysis (e.g., architecture, contributors, issues)
02
Side-by-Side Comparison
03
Features
mcp-brasil01435 tools across 50 features covering 11 thematic areas (e.g., economics, legislation, transparency)
02Large datasets with local caching capabilities (e.g., SIAPA, TSE electoral data) via embedded DuckDB
03Cross-referencing for complex queries using `planejar_consulta` (query planning)
04Batch execution of queries in parallel with `executar_lote`
05Smart discovery of relevant tools using BM25 search transform
context-mode01Context Saving: Sandbox tools keep raw data out of the context window, achieving up to 98% reduction.
02Session Continuity: Tracks every file edit, git operation, task, and user decision in SQLite for seamless session resume.
03Think in Code: Promotes LLMs to program analysis, not compute it, saving 100x context by logging only results.
04Batch Execution & Search: Run multiple commands/queries in one call with tools like `ctx_batch_execute`.
05Advanced Knowledge Base: Uses SQLite FTS5 with BM25 ranking, smart snippets, and TTL cache for efficient information retrieval.
04
Use Cases
mcp-brasil↳Legislative: Query AI bills processed in the Chamber, including authors.
↳Economic: Analyze Selic rate trends compared to inflation (IPCA) over 12 months.
↳Transparency: Identify the largest federal government contracts and their suppliers in a given year.
context-mode↳Deep repository research and analysis (e.g., architecture, contributors, issues)
↳Analyze Git history to identify top contributors, commit frequency, and most changed files
↳Efficiently process large JSON APIs, web pages, or logs without flooding the context window
05
Best For
mcp-brasilHidden GemAPI Integration
context-modeTrendingDev ToolingMemory & Context
FAQ
FAQ
What is the difference between mcp-brasil and context-mode?
Both mcp-brasil and context-mode are in the Dev Tooling category. mcp-brasil has 1.6k stars, while context-mode has 16.0k stars.
Which is better, mcp-brasil or context-mode?
The best choice depends on your use case. Choose mcp-brasil if Legislative: Query AI bills processed in the Chamber, including authors., and context-mode if Deep repository research and analysis (e.g., architecture, contributors, issues).
Is mcp-brasil free or open source?
Yes, mcp-brasil is open source on GitHub (MIT).
Is context-mode free or open source?
Yes, context-mode is open source on GitHub (NOASSERTION).
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