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STDIO or Streamable HTTP.","maintainers":[{"name":"cyanheads","email":"casey@caseyjhand.com"}],"readme":"
\n

@cyanheads/socrata-mcp-server

\n

Search and query government open-data portals (Socrata SODA API) via MCP. STDIO or Streamable HTTP.\n

6 Tools • 2 Resources • 1 Prompt
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\n\n[![Version](https://img.shields.io/badge/Version-0.2.1-blue.svg?style=flat-square)](./CHANGELOG.md) [![License](https://img.shields.io/badge/License-Apache%202.0-orange.svg?style=flat-square)](./LICENSE) [![Docker](https://img.shields.io/badge/Docker-ghcr.io-2496ED?style=flat-square&logo=docker&logoColor=white)](https://github.com/users/cyanheads/packages/container/package/socrata-mcp-server) [![MCP SDK](https://img.shields.io/badge/MCP%20SDK-^2.0.0-green.svg?style=flat-square)](https://modelcontextprotocol.io/) [![npm](https://img.shields.io/npm/v/%40cyanheads%2Fsocrata-mcp-server?style=flat-square&logo=npm&logoColor=white)](https://www.npmjs.com/package/@cyanheads/socrata-mcp-server) [![TypeScript](https://img.shields.io/badge/TypeScript-^7.0.2-3178C6.svg?style=flat-square)](https://www.typescriptlang.org/) [![Bun](https://img.shields.io/badge/Bun-v1.4.0-blueviolet.svg?style=flat-square)](https://bun.sh/)\n\n
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\n\n[![Install in Claude Desktop](https://img.shields.io/badge/Install_in-Claude_Desktop-D97757?style=for-the-badge&logo=anthropic&logoColor=white)](https://github.com/cyanheads/socrata-mcp-server/releases/latest/download/socrata-mcp-server.mcpb) [![Install in Cursor](https://cursor.com/deeplink/mcp-install-dark.svg)](https://cursor.com/en/install-mcp?name=socrata-mcp-server&config=eyJjb21tYW5kIjoibnB4IiwiYXJncyI6WyIteSIsIkBjeWFuaGVhZHMvc29jcmF0YS1tY3Atc2VydmVyIl19) [![Install in VS Code](https://img.shields.io/badge/VS_Code-Install_Server-0098FF?style=for-the-badge&logo=visualstudiocode&logoColor=white)](https://vscode.dev/redirect?url=vscode:mcp/install?%7B%22name%22%3A%22socrata-mcp-server%22%2C%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40cyanheads%2Fsocrata-mcp-server%22%5D%7D)\n\n[![Framework](https://img.shields.io/badge/Built%20on-@cyanheads/mcp--ts--core-67E8F9?style=flat-square)](https://www.npmjs.com/package/@cyanheads/mcp-ts-core)\n\n**Public Hosted Server:** [https://socrata.caseyjhand.com/mcp](https://socrata.caseyjhand.com/mcp)\n\n
\n\n---\n\n## Overview\n\nGovernment open-data portals — searched and queried via the Socrata SODA 2.1 API and Discovery API. Discover portals and datasets, inspect typed column schemas, and run SoQL queries or DuckDB-powered SQL over large result sets, from any MCP client. Runs as a stdio process, a local Streamable HTTP server, or the public hosted endpoint above.\n\n### Tools\n\n| Tool | Description |\n|:---|:---|\n| `socrata_list_portals` | List known Socrata-powered government open-data portals with domain, organization name, and approximate dataset count |\n| `socrata_find_datasets` | Search for datasets across all Socrata portals or scope to one portal via the Discovery API |\n| `socrata_get_dataset` | Fetch full metadata and typed column schema for a dataset by ID — required before writing SoQL queries |\n| `socrata_query_dataset` | Execute a SoQL query against any dataset: search, select, where, group, having, order, with DataCanvas spillover |\n| `socrata_dataframe_describe` | List registered tables in a DataCanvas session — schema, row count, column names |\n| `socrata_dataframe_query` | Run SELECT-only SQL against DataCanvas tables populated by `socrata_query_dataset` |\n\n### Resources\n\n| Resource | Description |\n|:---|:---|\n| `socrata://datasets/{domain}/{datasetId}` | Fetch full metadata and column schema for a dataset by stable URI — same payload as `socrata_get_dataset` |\n| `socrata://portals` | Paginated list of known Socrata portals with organization name and approximate dataset count |\n\nAll resource data is also reachable via tools. Use the corresponding tool for agent workflows — resources are for clients that support URI-addressable data.\n\n### Prompts\n\n| Prompt | Description |\n|:---|:---|\n| `explore_open_data` | Structured six-step civic data investigation workflow: find portal → discover datasets → inspect schema → query → aggregate → synthesize |\n\n## Capability reference\n\n### `socrata_list_portals` tool\n\n- Curated catalog of 39 well-known city, county, state, and federal portals — every member verified live in the Discovery catalog\n- Per-portal dataset counts fetched live from the Discovery API, cached ~24 hours (`0` means the portal exposes no dataset assets to the catalog; `null` means the count is temporarily unavailable)\n- Client-side substring filtering on domain or organization name; pagination up to 200 per page with offset\n- Returns domain (pass to `socrata_find_datasets`), organization name, and approximate dataset count; the count includes datasets a portal federates from another Socrata tenant (Austin, Illinois, Mesa, and San Francisco publish through a data hub; Seattle catalogs under a sibling tenant)\n- Never fails on an upstream error — a count that cannot be fetched comes back `null` and the listing still returns\n\n---\n\n### `socrata_find_datasets` tool\n\n- Full-text query across dataset names/descriptions; scope with `domain`, filter by `categories`/`tags`, restrict `only` to an asset type (datasets, maps, files, calendars, stories)\n- Sort by relevance, page views, created date, or updated date; up to 100 per page with offset pagination\n- Returns dataset IDs, names, domains, tags, update timestamps, and `column_names` — the API field names SoQL takes (`cuisine_description`, not the display label `CUISINE DESCRIPTION`), computed-region columns dropped — call `socrata_get_dataset` for typed schema before writing queries\n- Recovery hints on empty results — echoes applied filters and suggests how to broaden\n- `domain` takes a bare hostname; URL forms (`https://data.cdc.gov/`) are reduced to the host. A scoped search covers every dataset the portal publishes, including ones federated from another Socrata tenant, reported under the portal's own domain\n- Typed errors: `rate_limited` (retryable) when the Discovery API returns 429, `unknown_domain` when the Discovery catalog does not index the domain, `invalid_domain` when the domain is not a hostname\n\n---\n\n### `socrata_get_dataset` tool\n\n- Returns field names, Socrata data types, descriptions, row count (with `row_count_source` provenance), and licensing when available\n- Column `data_type` determines WHERE clause syntax: `Number` → bare literals (`year=2023`), `Text` → single-quoted strings (`year='2023'`)\n- Excludes computed region columns (`:@computed_region_*`) to reduce noise; includes per-column non-null counts when available\n- Dataset IDs are portal-scoped — pass the `domain` from the same `socrata_find_datasets` result; URL-form domains are reduced to the host\n- Typed errors: `invalid_id` (malformed four-by-four ID), `not_found` (no such dataset on the domain queried — the message names the ID and domain, and the recovery names the portal that holds the ID when the Discovery catalog knows it), `unknown_domain` (the domain is not serving the Socrata API — it does not resolve, is not a Socrata portal, or redirects elsewhere; fails on the first attempt), `invalid_domain` (not a hostname), `rate_limited` (retryable; honors the upstream `Retry-After`)\n- Always call before writing a `socrata_query_dataset` WHERE clause\n\n---\n\n### `socrata_query_dataset` tool\n\n- `search` for quick full-text lookup (`$q`), or combine `select`/`where`/`group`/`having`/`order` for full analytical control — clauses reference columns by API field name (`field_name` from `socrata_get_dataset`), never the display label; operators `=`, `!=`, `>`, `<`, `LIKE`, `IN(...)`, `BETWEEN`, `IS NULL`, `starts_with()`, `contains()`, `AND`, `OR`, `NOT`\n- Aggregation via `count(*)`, `sum()`, `avg()`, `min()`, `max()` with `group`/`having`\n- Up to 5000 rows per call with offset pagination; `total_count` returned when a plain row query is truncated (absent for grouped/aggregate queries)\n- `assembled_query` echoes the SoQL string for learning the syntax; all SODA 2.1 row values are strings except geo/location columns, which return nested objects\n- When `CANVAS_PROVIDER_TYPE=duckdb` and the page fills `limit`, up to 50,000 matching rows spill to a DataCanvas table whatever the `limit` (`canvas_id`, `table_name`, `canvas_row_count`) — list its columns with `socrata_dataframe_describe`, then run SQL with `socrata_dataframe_query`. A small `limit` (e.g. 10) stages a large match without a large inline page\n- Typed errors: `invalid_id`, `not_found` (names the ID, the domain queried, and the portal holding the ID when known), `unknown_domain`, `invalid_domain`, `soql_error` (bad SoQL, unknown column, or type mismatch — carries the upstream `socrataCode` and, when upstream names it, the offending `column`; the recovery hint matches the code: API field names for a parse error, both fixes for an unknown identifier, the quoting rule for a type mismatch), `rate_limited` (retryable; honors the upstream `Retry-After`)\n\n---\n\n### `socrata_dataframe_describe` tool\n\n- Requires `canvas_id` from a prior `socrata_query_dataset` spill — canvases cannot be enumerated, so omitting it fails with `canvas_id_required` rather than listing tables\n- Shows table name, row count, and DuckDB column types for each registered table (SODA `number` → `DOUBLE`)\n- Only meaningful when `CANVAS_PROVIDER_TYPE=duckdb` is set\n- Typed errors: `canvas_id_required`, `canvas_not_found` (expired or unknown token — re-run `socrata_query_dataset` to stage a fresh canvas)\n\n---\n\n### `socrata_dataframe_query` tool\n\n- SELECT-only SQL against a `canvas_id` table staged by `socrata_query_dataset`; DDL, DML, and file-reading functions (`read_csv`, `read_parquet`) are rejected\n- Spilled columns are typed from the SODA response headers: `number` columns (aggregate aliases included) are `DOUBLE`, so numeric comparisons work without a cast (`year > 2020`, `amount < 500`); text and timestamp columns stay `VARCHAR` — compare times with `CAST(date AS TIMESTAMP)`\n- Up to 10,000 rows per call, default 1000\n- Typed errors: `canvas_disabled` (`CANVAS_PROVIDER_TYPE` not set), `canvas_not_found`, `table_not_found`, `sql_rejected` (non-SELECT, system catalog access, or a denied function)\n- Works out of the box when `CANVAS_PROVIDER_TYPE=duckdb` is set — DuckDB ships as a regular dependency\n\n---\n\n### `socrata://datasets/{domain}/{datasetId}` resource\n\n- Returns the same payload as `socrata_get_dataset` — field names, data types, descriptions, row count, licensing\n- `domain` and `datasetId` come from `socrata_find_datasets`; `datasetId` must match the four-by-four pattern (e.g. `kzjm-xkqj`)\n- Fails validation on a malformed ID, and not-found when the dataset doesn't exist on the domain (naming the portal that holds the ID when the Discovery catalog knows it)\n\n---\n\n### `socrata://portals` resource\n\n- Curated catalog of 39 known Socrata portals, cursor-paginated (`cursor` param, default 50 per page, capped at 200)\n- Returns domain, organization name, and approximate dataset count (`0` = no dataset assets, `null` = temporarily unavailable), cached ~24 hours\n- Pass `domain` to `socrata_find_datasets` to scope a search to one portal\n\n---\n\n### `explore_open_data` prompt\n\n- Arguments: `topic` required; `portal` and `geography` optional to skip discovery or scope WHERE clauses\n- Returns one user message walking a six-step workflow: find portal → discover datasets → inspect schema → query → aggregate → synthesize\n\n## Features\n\nBuilt on [`@cyanheads/mcp-ts-core`](https://github.com/cyanheads/mcp-ts-core): stdio and Streamable HTTP transports, pluggable auth (`none` / `jwt` / `oauth`), swappable storage (`in-memory`, `filesystem`, `Supabase`, `Cloudflare KV/R2/D1`), structured logging with optional OpenTelemetry tracing.\n\nSocrata-specific:\n\n- Full Socrata SODA 2.1 API integration — SoQL query builder with select, where, group, having, order, search, limit, offset\n- Discovery API for cross-portal dataset search and per-portal dataset counts (curated 39-portal catalog, counts cached ~24h)\n- App token support (`SOCRATA_APP_TOKEN`) for higher per-IP rate limits\n- Configurable default portal domain via `SOCRATA_DEFAULT_DOMAIN`\n- DataCanvas spillover (DuckDB, bundled) — large query results register as SQL tables for analytical queries\n\nAgent-friendly output:\n\n- Assembled SoQL string echoed in every `socrata_query_dataset` response so agents can learn and refine syntax\n- Recovery hints on empty results — echoes applied filters with specific suggestions for broadening\n- Truncation disclosure — `truncated`/`shown`/`cap` fields when rows fill the limit, with guidance to page or raise the limit, naming the staged table and both dataframe tools when the result spilled\n- Typed error reasons across every tool (`invalid_id`, `not_found`, `unknown_domain`, `invalid_domain`, `soql_error`, `rate_limited`, `canvas_id_required`, `canvas_not_found`, `table_not_found`, `sql_rejected`, `canvas_disabled`) with actionable recovery text\n\n## Getting started\n\nAdd the following to your MCP client configuration file.\n\n### Public Hosted Instance\n\nA public instance is available at `https://socrata.caseyjhand.com/mcp` — no installation required. Point any MCP client at it via Streamable HTTP:\n\n```json\n{\n \"mcpServers\": {\n \"socrata-mcp-server\": {\n \"type\": \"streamable-http\",\n \"url\": \"https://socrata.caseyjhand.com/mcp\"\n }\n }\n}\n```\n\n### Self-Hosted / Local\n\n```json\n{\n \"mcpServers\": {\n \"socrata-mcp-server\": {\n \"type\": \"stdio\",\n \"command\": \"bunx\",\n \"args\": [\"@cyanheads/socrata-mcp-server@latest\"],\n \"env\": {\n \"MCP_TRANSPORT_TYPE\": \"stdio\",\n \"MCP_LOG_LEVEL\": \"info\"\n }\n }\n }\n}\n```\n\nOr with npx (no Bun required):\n\n```json\n{\n \"mcpServers\": {\n \"socrata-mcp-server\": {\n \"type\": \"stdio\",\n \"command\": \"npx\",\n \"args\": [\"-y\", \"@cyanheads/socrata-mcp-server@latest\"],\n \"env\": {\n \"MCP_TRANSPORT_TYPE\": \"stdio\",\n \"MCP_LOG_LEVEL\": \"info\"\n }\n }\n }\n}\n```\n\nOr with Docker:\n\n```json\n{\n \"mcpServers\": {\n \"socrata-mcp-server\": {\n \"type\": \"stdio\",\n \"command\": \"docker\",\n \"args\": [\n \"run\", \"-i\", \"--rm\",\n \"-e\", \"MCP_TRANSPORT_TYPE=stdio\",\n \"ghcr.io/cyanheads/socrata-mcp-server:latest\"\n ]\n }\n }\n}\n```\n\nFor Streamable HTTP, set the transport and start the server:\n\n```sh\nMCP_TRANSPORT_TYPE=http MCP_HTTP_PORT=3010 bun run start:http\n# Server listens at http://localhost:3010/mcp\n```\n\n### Prerequisites\n\n- [Bun v1.4.0](https://bun.sh/) or higher (or Node.js v24+).\n- Optional: A Socrata app token — register for free at any portal (e.g. [data.seattle.gov](https://data.seattle.gov)) to get higher rate limits (10 req/s per token vs. shared throttled pool without one).\n\n### Installation\n\n1. **Clone the repository:**\n\n```sh\ngit clone https://github.com/cyanheads/socrata-mcp-server.git\n```\n\n2. **Navigate into the directory:**\n\n```sh\ncd socrata-mcp-server\n```\n\n3. **Install dependencies:**\n\n```sh\nbun install\n```\n\n4. **Configure environment:**\n\n```sh\ncp .env.example .env\n# edit .env and set SOCRATA_APP_TOKEN if you have one\n```\n\n## Configuration\n\nAll configuration is validated at startup via Zod schemas in `src/config/server-config.ts`. Key environment variables:\n\n| Variable | Description | Default |\n|:---|:---|:---|\n| `SOCRATA_APP_TOKEN` | Socrata app token (X-App-Token header). Without a token, requests share a throttled pool per source IP. | — |\n| `SOCRATA_DEFAULT_DOMAIN` | Default portal domain when `domain` is omitted from tool calls. | `data.seattle.gov` |\n| `MCP_TRANSPORT_TYPE` | Transport: `stdio` or `http`. | `stdio` |\n| `MCP_HTTP_PORT` | Port for HTTP server. | `3010` |\n| `MCP_SESSION_MODE` | Session handling: `stateful`, `stateless`, or `auto` (schema default `auto` resolves to stateful). This server sets it explicitly to stateless. | `stateless` |\n| `MCP_AUTH_MODE` | Auth mode: `none`, `jwt`, or `oauth`. | `none` |\n| `MCP_LOG_LEVEL` | Log level (RFC 5424): `debug`, `info`, `notice`, `warning`, `error`. | `info` |\n| `CANVAS_PROVIDER_TYPE` | Set to `duckdb` to enable DataCanvas spillover for large result sets. DuckDB ships with the server — no additional install required. | — |\n| `LOGS_DIR` | Directory for log files (Node.js only). | `/logs` |\n| `STORAGE_PROVIDER_TYPE` | Storage backend: `in-memory`, `filesystem`, `supabase`, `cloudflare-kv/r2/d1`. | `in-memory` |\n| `OTEL_ENABLED` | Enable [OpenTelemetry instrumentation](https://github.com/cyanheads/mcp-ts-core/tree/main/docs/telemetry). | `false` |\n\nSee [`.env.example`](./.env.example) for the full list of optional overrides.\n\n## Running the server\n\n### Local development\n\n- **Build and run:**\n\n ```sh\n # One-time build\n bun run rebuild\n\n # Run the built server\n bun run start:stdio\n # or\n bun run start:http\n ```\n\n- **Run checks and tests:**\n\n ```sh\n bun run devcheck # Lint, format, typecheck, security audit\n bun run test # Vitest test suite\n ```\n\n### Docker\n\n```sh\ndocker build -t socrata-mcp-server .\ndocker run --rm -e MCP_TRANSPORT_TYPE=http -p 3010:3010 socrata-mcp-server\n```\n\nThe Dockerfile defaults to HTTP transport, stateless session mode, and logs to `/var/log/socrata-mcp-server`. OpenTelemetry peer dependencies are installed by default — build with `--build-arg OTEL_ENABLED=false` to omit them.\n\n## Project structure\n\n| Directory | Purpose |\n|:---|:---|\n| `src/index.ts` | `createApp()` entry point — registers tools, resources, prompts, and inits the Socrata service. |\n| `src/config` | Server-specific environment variable parsing and validation with Zod. |\n| `src/mcp-server/tools` | Tool definitions (`*.tool.ts`). Six tools covering portal listing, dataset search, schema fetch, SoQL query, and DataCanvas SQL. |\n| `src/mcp-server/resources` | Resource definitions (`*.resource.ts`). Dataset metadata and portal catalog resources. |\n| `src/mcp-server/prompts` | Prompt definitions (`*.prompt.ts`). Civic data investigation workflow prompt. |\n| `src/services/socrata` | Socrata service layer — SODA 2.1 API client, Discovery API, query builder, type normalization. |\n| `tests/` | Unit and integration tests mirroring `src/`. |\n\n## Development guide\n\nSee [`CLAUDE.md`](./CLAUDE.md) for development guidelines and architectural rules. The short version:\n\n- Handlers throw, framework catches — no `try/catch` in tool logic\n- Use `ctx.log` for request-scoped logging, `ctx.state` for tenant-scoped storage\n- Call `socrata_get_dataset` before writing WHERE clauses — `field_name` is what SoQL references and column `data_type` determines quoting\n- Wrap external API calls: validate raw → normalize to domain type → return output schema; never fabricate missing fields\n\n## Contributing\n\nIssues are welcome. Run checks and tests before submitting:\n\n```sh\nbun run devcheck\nbun run test\n```\n\n## License\n\nApache-2.0 — see [LICENSE](LICENSE) for details.\n","readmeFilename":"README.md"}