{
  "markdown": "# 💸 remit-mcp\n<!-- mcp-name: io.github.gabrielmahia/remit-mcp -->\n\n[![remit-mcp Glama score](https://glama.ai/mcp/servers/gabrielmahia/remit-mcp/badges/score.svg)](https://glama.ai/mcp/servers/gabrielmahia/remit-mcp)\n[![smithery badge](https://smithery.ai/badge/@gabrielmahia/remit-mcp)](https://smithery.ai/server/@gabrielmahia/remit-mcp)\n\n\n---\n**Compatible with `claude-sonnet-5`** (released 2026-06-30) — Anthropic's most agentic\nSonnet yet. Runs multi-step tool chains end-to-end without stopping short.\nInstall: `pip install remit-mcp` · Use with any MCP client.\n\n---\n\n\nRemittance corridor fees to East Africa often run well above the UN SDG 10.c target of 3% by 2030 — but comparing corridors requires checking each provider manually.\n\n```bash\npip install remit-mcp\nremit-mcp\n```\n\n## Tools\n| Tool | What it does |\n|------|-------------|\n| `compare_remittance_corridors` | Compare all providers for US→KE, UK→KE, CA→KE corridors |\n| `estimate_savings` | Calculate annual savings by switching providers |\n| `list_corridors` | List all supported corridors |\n\n## Research Basis\n- **World Bank Remittance Prices Worldwide** — Global database of corridor costs. SDG target: reduce to 3% by 2030. Current global average: 6.3%. Kenya corridors: 4.1–9.1%.\n- **World Bank Migration & Development Brief 2025** — Kenya received USD 4.2B in remittances in 2024. Top-10 African recipient.\n- **\"Democratizing AI in Africa\"** arXiv:2408.17216 — AI tools for financial inclusion in resource-constrained settings.\n- **IrokoBench** arXiv:2406.03368 — Swahili AI capability benchmark; multilingual financial AI for Africa.\n\n## DEMO Note\nCurrent data is synthetic, representative of World Bank RPW Kenya corridor patterns.\nReal implementation queries: remittanceprices.worldbank.org API + live FX feeds.\n\n---\n*© 2026 Gabriel Mahia / AI Kung Fu LLC · MIT License*\n\n## Part of the East Africa Coordination Stack\n\nThis MCP server is one of 32 tools in the Kenya coordination infrastructure.\nConnect it to [`africa-coord-bus`](https://github.com/gabrielmahia/africa-coord-bus) —\nthe coordination event bus that routes signals between domains automatically.\n\n```bash\npip install africa-coord-bus\n```\n\nAll 32 servers: [pypi.org/user/gmahia](https://pypi.org/user/gmahia/)\nLive demo: [coord-cascade-demo](https://github.com/gabrielmahia/coord-cascade-demo)\n\n## IP & Collaboration\n\nMIT licensed. Feedback via GitHub Issues only — pull requests are not accepted. Demo data is labeled DEMO and is not suitable for operational decisions. Full policy: [docs/architecture/IP_POLICY.md](docs/architecture/IP_POLICY.md). Security reports: see [SECURITY.md](SECURITY.md).\n\n<!-- interconnect:v1 -->\n## Part of the East Africa coordination stack\n\n- **Install & run:** `pip install reli-cli && reli list` — 33 MCP servers on the [official MCP Registry](https://registry.modelcontextprotocol.io) under `io.github.gabrielmahia`\n- **Evaluate any model on Swahili agent tasks:** [kipimo](https://github.com/gabrielmahia/kipimo) · [dataset](https://huggingface.co/datasets/gmahia/kipimo) · [leaderboard](https://huggingface.co/spaces/gmahia/kipimo-leaderboard)\n- **Coordinate across servers:** [africa-coord-bus](https://pypi.org/project/africa-coord-bus/) — offline-first event bus with a built-in Kenya routing table\n- **Datasets:** [huggingface.co/gmahia](https://huggingface.co/gmahia) · **Docs hub:** [nairobi-stack](https://github.com/gabrielmahia/nairobi-stack)\n\nModel-agnostic by design: closed APIs, open-weight models, and small distilled models are all first-class citizens.\n<!-- /interconnect:v1 -->\n",
  "bytes": 3574,
  "sha": "0e4379673811f09aee17adb1e0c71ab5680eb4389b8d526c3408a1a861c497ac",
  "repo_slug": "gabrielmahia/remit-mcp",
  "fonte": "repo",
  "truncated": false,
  "api": "https://agentalog.com/api/listings/mcp_io_github_gabrielmahia_remit_mcp_796f6a2f/readme"
}