MCP server
Bls Labor
io.github.cyanheads/bls-labor-mcp-server
Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools
Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and more via MCP.
Working at last checkAbout 3,063 tokens per request once connected6 tools
https://bls-labor.caseyjhand.com/mcp
At a glance
- Type
- MCP server
- Publisher
- Not verified
- Status
- Working at last check
- Tools
- 6
- Token cost
- About 3,063 tokens per request
- Sets up in
- Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
- Last checked
- 26 Oct 2026, 08:29 UTC
Connect it to your agent
Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.
Claude Code
claude mcp add --transport http bls-labor-mcp-server https://bls-labor.caseyjhand.com/mcp
Claude Desktop
Settings → Connectors → Add custom connector, and paste the URL.
Codex (config.toml)
[mcp_servers.bls-labor-mcp-server] url = "https://bls-labor.caseyjhand.com/mcp"
Gemini CLI
{"mcpServers":{"bls-labor-mcp-server":{"httpUrl":"https://bls-labor.caseyjhand.com/mcp"}}}
Cursor
{"mcpServers":{"bls-labor-mcp-server":{"url":"https://bls-labor.caseyjhand.com/mcp"}}}
VS Code
{"servers":{"bls-labor-mcp-server":{"type":"http","url":"https://bls-labor.caseyjhand.com/mcp"}}}
Antigravity
agy mcp add bls-labor-mcp-server https://bls-labor.caseyjhand.com/mcp
ChatGPT
Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.
OpenAI API (Responses tools)
{"type":"mcp","server_label":"bls-labor-mcp-server","server_url":"https://bls-labor.caseyjhand.com/mcp","require_approval":"always"}
Grok (xAI API tools)
{"type":"mcp","server_label":"bls-labor-mcp-server","server_url":"https://bls-labor.caseyjhand.com/mcp"}
Tools
bls_dataframe_describe~213 tokens
List canvas dataframes materialized by bls_get_series or by bls_dataframe_query register_as, with provenance (source tool, query parameters), TTL, row count, and column schema. Use before writing SQL to confirm column names and types. Lazy-sweeps expired tables before responding. Requires CANVAS_PRObls_dataframe_query~552 tokens
Run a single-statement SELECT against the canvas dataframes registered by bls_get_series or by an earlier register_as. Read-only: writes, DDL, DROP, COPY, PRAGMA, ATTACH, and external-file table functions are rejected. System catalogs (information_schema, pg_catalog, sqlite_master, duckdb_*) are denbls_get_latest~250 tokens
Return the single most recent observation for one or more BLS series. Use for "what is X right now" questions — the current unemployment rate, the latest CPI reading, etc. Each series consumes one API query against the 500/day limit; for the current value of many series, bls_get_series with a 1-yearbls_get_series~1060 tokens
Fetch time-series data for 1–50 BLS series by SeriesID in a single API request (one query against the 500/day limit). Supports optional year range (up to 20 years per request) and BLS-computed period-over-period calculations (net change and percent change; a survey returns whichever it supports andbls_list_surveys~274 tokens
List BLS survey programs with their abbreviation codes, full names, and metadata about calculation support and annual averages. Use to discover which survey covers a topic before calling bls_search_series; bls_search_series covers only the surveys in its offline index, and series in the others are fbls_search_series~714 tokens
Search the BLS series catalog by natural language query, survey code, geographic area, or keywords to resolve cryptic SeriesIDs. Returns matching series with decoded components (survey, area, item, seasonal flag, and publication frequency for surveys that publish one series at several frequencies) a
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