[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8,"_9":10},"actionData","errors","root",{"_125":126},"routes/modules.$creator.$moduleId",{"_14":15,"_16":17,"_18":19,"_20":21},"routes/modules.$creator.$moduleId.endpoints",{"_11":12,"_13":-5},"error","Module not found","tools","module",{"_20":22,"_23":24,"_25":26,"_27":28,"_29":30,"_31":32,"_33":34,"_35":26,"_36":37,"_38":-5,"_39":-5,"_40":-5,"_41":42,"_43":44,"_45":46,"_47":48,"_49":50,"_51":52,"_53":54,"_55":-5,"_56":48,"_57":58,"_59":60,"_61":-5,"_62":-5,"_63":-5,"_64":-5,"_65":66,"_67":68,"_69":70,"_71":72,"_73":74,"_75":-5,"_76":-5,"_77":-5,"_78":48,"_79":-5,"_80":58,"_81":82,"_83":84,"_85":86,"_87":88,"_89":90,"_91":92},"apiUrl","https://odel.app/api","creator","gabrielmahia","moduleId","county-mcp","@gabrielmahia/county-mcp","displayName","county mcp","tagline","MCP server for Kenyan county-government services and coordination","iconKey","https://avatars.githubusercontent.com/u/852033?v=4","category","local","status","published","visibility","public","metaDescription","deploymentType","external","workerName","bindingName","mcpConfig","pricingModel","free","creatorUserId","system:external-import","createdAt",1783339542000,"updatedAt",1788780618000,"sourceRegistry","official-mcp-registry","sourceUrl","https://registry.modelcontextprotocol.io/v0/servers?search=io.github.gabrielmahia%2Fcounty-mcp","sourceVerified",true,"sourceMissingSince","importedAt","upstreamStars",0,"upstreamUpdatedAt",1788380143000,"detectedTransport","detectedAuthType","probeStatus","lastProbedAt","githubRepoUrl","https://github.com/gabrielmahia/county-mcp","githubRepoFullName","gabrielmahia/county-mcp","releaseId","ext-gabrielmahia-county-mcp","version","0.1.4","descriptionMarkdown","# county-mcp\n\n## Why This Exists\n\nKenya's 2010 Constitution devolved substantial budget and service delivery to 47 counties, but county-level demographics, budgets, ward structures and contacts are published inconsistently across 47 different sites. Devolution only works if citizens can actually see what their county controls.\n\n## Install\n\n```bash\npip install county-mcp\n```\n\n## Tools (6)\n\n- **`county_information`** — \n _{args: county, region}\n- **`county_budget_guide`** — Return budget allocation, development fund, and financial accountability data for a Kenya county. \n _{args: county}\n- **`county_services_guide`** — List and describe devolved government services available at county level in Kenya. \n _{args: service}\n- **`cdf_guide`** — \n _{args: no arguments}\n- **`ward_information`** — Return ward and constituency breakdown for a Kenya county. \n _{args: county}\n- **`county_contact_directory`** — Return official contact information for Kenya county government offices. \n _{args: county}\n\n## Example\n\n```python\nfrom county_mcp.server import county_information\n\nresult = county_information(county='Kiambu')\n# demographics, budget allocation, services, contacts\n```\n\n## Claude Desktop Integration\n\nAdd to `claude_desktop_config.json`:\n\n```json\n{\n \"mcpServers\": {\n \"county-mcp\": {\n \"command\": \"python\",\n \"args\": [\"-m\", \"county_mcp.server\"]\n }\n }\n}\n```\n\n## Data & Disclaimers\n\nCounty figures are reference data compiled from public sources. Budgets change each fiscal year — verify against the Controller of Budget (cob.go.ke) and the county's own publications.\n\nEvery tool response carries a `source` field. Responses labelled `DEMO` are\nillustrative reference data, not a live feed — verify against the authority\nnamed in the response before acting on it.\n\n## Part of the East Africa Coordination Stack\n\nThis MCP server is one of 32 tools in the Kenya coordination infrastructure.\nIt connects to [`africa-coord-bus`](https://github.com/gabrielmahia/africa-coord-bus) — the coordination\nevent bus that routes signals between domains automatically.\n\nWhen this server detects a threshold condition, the bus notifies:\n- `bima-mcp` — parametric insurance evaluation\n- `kilimo-mcp` — agricultural advisory\n- `afya-mcp` — health surveillance activation\n- `county-mcp` — county office alert\n\n```python\npip install africa-coord-bus\n```\n\nAll servers: [pypi.org/user/gmahia](https://pypi.org/user/gmahia/)\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](https://github.com/gabrielmahia/county-mcp/blob/main/docs/architecture/IP_POLICY.md). Security reports: see [SECURITY.md](https://github.com/gabrielmahia/county-mcp/blob/main/SECURITY.md).\n\n\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\n","changelogMarkdown","videoKey","requiredSecretsJson","publishedAt","priceCents","trialDays","iconType","image","upstream",{"_107":108,"_109":110,"_111":112,"_113":114,"_115":116,"_117":118},"requiredSecrets",[],"tags",[95,96,97,98,99,100,101,102,103,104,105,106],"assets",[],"stats",{"_93":58,"_94":58},"ratingAvg","reviewCount","africa","ai-agents","civic","counties","data-sovereignty","east-africa","global-south","government","kenya","open-data","open-source","swahili","topics",[95,96,97,98,99,100,101,102,103,123,124,104,105,106],"license","MIT","language","Python","registryName","io.github.gabrielmahia/county-mcp","homepage","https://pypi.org/project/county-mcp","packages",[119],{"_120":121,"_122":21,"_71":72},"registryType","pypi","identifier","mcp","model-context-protocol","ENV",{"_127":128,"_129":130,"_131":132},"ENVIRONMENT","production","TURNSTILE_SITE_KEY","0x4AAAAAAB8-rEI2gNDf_QhU","SENTRY_DSN","https://45fd1229f78089d5c3ee78be128030e1@o4510583261757440.ingest.de.sentry.io/4510584253448272"]