socrata-mcp-server
https://socrata.caseyjhand.com
423e79ba041b6530
Government open-data server wrapping the Socrata SODA 2.1 API and Discovery API.
Workflow: socrata_list_portals → socrata_find_datasets → socrata_get_dataset (inspect schema) → socrata_query_dataset.
- endpoint
- https://socrata.caseyjhand.com/mcp
- protocol
- http-sse ·2025-06-18
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of 6 tools
Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.
socrata_find_datasets unknown never probed
Search for datasets across all Socrata-powered government open-data portals, or scope to one portal with the domain parameter. Returns dataset IDs, names, abbreviated column lists, domains, and update timestamps. Use socrata_get_dataset to fetch the full typed column schema before writing queries — columnNames here are preview-only and lack type information.
{ "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "only": { "enum": [ "datasets", "maps", "files", "calendars", "stories" ], "type": "string", "description": "Filter by asset type. Omit to include all types. Usually \"datasets\" is what you want." }, "tags": { "type": "array", "items": { "type": "string" }, "description": "Filter by tags (e.g. [\"covid19\", \"permits\"])." }, "limit": { "type": "integer", "default": 10, "maximum": 100, "minimum": 1, "description": "Number of results to return (1–100). Default 10." }, "order": { "enum": [ "relevance", "page_views_total", "created_at", "updated_at" ], "type": "string", "description": "Sort order. Defaults to relevance. Use updated_at to surface recently-refreshed datasets." }, "query": { "type": "string", "description": "Full-text search across dataset names and descriptions. Omit to browse without filtering." }, "domain": { "type": "string", "description": "Scope search to a single portal (e.g. data.seattle.gov, data.cityofnewyork.us). Omit to search all portals." }, "offset": { "type": "integer", "default": 0, "maximum": 9007199254740991, "minimum": 0, "description": "Pagination offset. Default 0." }, "categories": { "type": "array", "items": { "type": "string" }, "description": "Filter by domain categories (e.g. [\"Public Safety\", \"Transportation\"])." } }, "additionalProperties": false }arguments 64 linessocrata_get_dataset unknown never probed
Fetch full metadata and column schema for a Socrata dataset by ID. Returns field names, data types, descriptions, row count, and licensing. Always call this before writing a socrata_query_dataset — the column types determine correct WHERE clause syntax: Number columns accept bare literals (year=2023) while Text columns require single-quoted strings (year='2023').
{ "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "required": [ "dataset_id" ], "properties": { "domain": { "type": "string", "description": "Portal domain (e.g. data.seattle.gov). Defaults to SOCRATA_DEFAULT_DOMAIN env var or data.seattle.gov." }, "dataset_id": { "type": "string", "description": "Four-by-four dataset ID matching pattern like kzjm-xkqj. Obtain from socrata_find_datasets." } }, "additionalProperties": false }arguments 18 linessocrata_query_dataset unknown never probed
Execute a SoQL query against any dataset on any Socrata portal. Use the search parameter for quick full-text lookup, or combine select/where/group/having/order for full analytical control. Returns rows plus the assembled SoQL string so you can learn the pattern. All SODA 2.1 row values are strings even for numeric columns — check dataType from socrata_get_dataset to determine correct WHERE quoting: Number columns use bare literals (year=2023), Text columns use single-quoted strings (year='2023'). To enumerate distinct values, use select="col, count(*) as n" with group="col" and order="n DESC". When CANVAS_PROVIDER_TYPE=duckdb and rows fill the limit, results spill to a DataCanvas table for SQL-based analysis.
{ "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "required": [ "dataset_id" ], "properties": { "group": { "type": "string", "description": "SoQL GROUP BY clause. Requires an aggregate function in select." }, "limit": { "type": "integer", "default": 100, "maximum": 5000, "minimum": 1, "description": "Max rows to return (1–5000). Default 100. Use with offset for pagination." }, "order": { "type": "string", "description": "SoQL ORDER BY clause, e.g. \"total_deaths DESC\" or \"date ASC\"." }, "where": { "type": "string", "description": "SoQL WHERE clause. Check column dataType from socrata_get_dataset first — Number columns: year=2023, Text columns: year='2023'. Operators: =, !=, >, <, LIKE, IN(...), BETWEEN, IS NULL, starts_with(), contains(), AND, OR, NOT." }, "domain": { "type": "string", "description": "Portal domain (e.g. data.seattle.gov). Defaults to SOCRATA_DEFAULT_DOMAIN or data.seattle.gov." }, "having": { "type": "string", "description": "SoQL HAVING clause. Filters on aggregated results, e.g. count > 100." }, "offset": { "type": "integer", "default": 0, "maximum": 9007199254740991, "minimum": 0, "description": "Row offset for pagination. Default 0." }, "search": { "type": "string", "description": "Full-text search across all text columns ($q). For field-specific filtering, use where instead." }, "select": { "type": "string", "description": "SoQL SELECT clause — column names, aliases, aggregates: \"state, sum(deaths) as total_deaths\". Omit for all columns." }, "canvas_id": { "type": "string", "description": "Optional 10-char DataCanvas token from a prior call. Omit on first call when CANVAS_PROVIDER_TYPE=duckdb to mint a fresh canvas. Large result sets spill here automatically." }, "dataset_id": { "type": "string", "description": "Four-by-four dataset ID (e.g. kzjm-xkqj). Obtain from socrata_find_datasets." } }, "additionalProperties": false }arguments 60 linessocrata_list_portals unknown never probed
List known Socrata-powered government open-data portals with their domain, organization name, and approximate dataset count. The catalog is a curated list of 40 well-known portals; dataset counts are fetched from the Discovery API and cached for ~24 hours. Filtering is client-side substring match on the query parameter. Use this first when you do not know which portal to target, then pass the domain to socrata_find_datasets.
{ "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "limit": { "type": "integer", "default": 50, "maximum": 200, "minimum": 1, "description": "Max portals to return (1–200). Default 50." }, "query": { "type": "string", "description": "Keyword to filter portal names or organization names (case-insensitive substring match). Omit to list all portals." }, "offset": { "type": "integer", "default": 0, "maximum": 9007199254740991, "minimum": 0, "description": "Pagination offset. Default 0." } }, "additionalProperties": false }arguments 25 linessocrata_dataframe_describe unknown never probed
List registered tables in a DataCanvas session — schema, row count, and column names. Shows what datasets are available for SQL queries via socrata_dataframe_query. Only meaningful when CANVAS_PROVIDER_TYPE=duckdb is set. Use after socrata_query_dataset spills a large result set to canvas.
{ "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "canvas_id": { "type": "string", "description": "Canvas ID returned by socrata_query_dataset when a large result spills to canvas. Required in practice when canvas is enabled — canvases cannot be enumerated, so omitting it fails with canvas_id_required instead of listing tables." } }, "additionalProperties": false }arguments 11 linessocrata_dataframe_query unknown never probed
Run SELECT-only SQL against a DataCanvas table populated by socrata_query_dataset. DuckDB infers types from spilled data, so numeric columns that SODA returned as strings become queryable with numeric comparisons (year > 2020, amount < 500). Only works when CANVAS_PROVIDER_TYPE=duckdb is set. Use socrata_dataframe_describe to see registered tables and their schemas.
{ "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "required": [ "canvas_id", "sql" ], "properties": { "sql": { "type": "string", "description": "SELECT-only SQL to run against registered canvas tables. DDL, DML, and file-reading functions are rejected. Use table names from socrata_dataframe_describe." }, "limit": { "type": "integer", "default": 1000, "maximum": 10000, "minimum": 1, "description": "Max rows to return (1–10000). Default 1000." }, "canvas_id": { "type": "string", "description": "Canvas ID returned from socrata_query_dataset or socrata_dataframe_describe." } }, "additionalProperties": false }arguments 26 lines
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