agents-best-practices
★ 1.1k
vs
mcp-brasil
★ 1.6k
agents-best-practices vs mcp-brasil
agents-best-practices: A provider-neutral Agent Skill library for designing, auditing, and refactoring agentic harnesses compatible with Codex and Claude Code. It covers the full control plane of an agent runtime: typed tool design, permission checks, context management, memory, and observability. Targeted at developers building production-ready agent systems across any domain or AI provider.; 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.
01
TL;DR
Choose agents-best-practices if…Generate MVP agent harness blueprints for any business domain (CRM, ops, finance, healthcare)
Choose mcp-brasil if…Legislative: Query AI bills processed in the Chamber, including authors.
02
Side-by-Side Comparison
03
Features
agents-best-practices01Provider-neutral agentic loop design compatible with OpenAI, Anthropic, and compatible APIs
02Typed tool definitions with structured results and runtime permission checks outside the model
03Planning mode and approval-gated execution patterns for safe agent actions
04Context management, memory, and auto-compaction with active state preservation
05Observability, evals, launch gates, and incident response checklists
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
04
Use Cases
agents-best-practices↳Generate MVP agent harness blueprints for any business domain (CRM, ops, finance, healthcare)
↳Audit and refactor brittle or over-permissioned existing agent systems
↳Design narrow typed tools and connector governance for multi-system agents
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.
05
Best For
agents-best-practicesTrendingMulti-AgentDev Tooling
mcp-brasilHidden GemAPI Integration
FAQ
FAQ
What is the difference between agents-best-practices and mcp-brasil?
Both agents-best-practices and mcp-brasil are in the Multi-Agent category. agents-best-practices has 1.1k stars, while mcp-brasil has 1.6k stars.
Which is better, agents-best-practices or mcp-brasil?
The best choice depends on your use case. Choose agents-best-practices if Generate MVP agent harness blueprints for any business domain (CRM, ops, finance, healthcare), and mcp-brasil if Legislative: Query AI bills processed in the Chamber, including authors..
Is agents-best-practices free or open source?
Yes, agents-best-practices is open source on GitHub (MIT).
Is mcp-brasil free or open source?
Yes, mcp-brasil is open source on GitHub (MIT).
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