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Query a TikTok data warehouse (creators, videos, sounds, daily history) with read-only SQL.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
hashfunction-dev/datasocial-mcp
GitHub Stars
0
ChatGPT
–
Claude
–

TDQS

A4/5.0

Scored across 4 tools

Disambiguation5/5

Each tool targets a clearly distinct step in the warehouse-query workflow: list tables, inspect one table's schema, get examples/tips, and run SQL. list_tables versus describe_table is a clear discovery-versus-detail split, and examples is documentation rather than execution. No two tools appear to do the same thing.

Naming Consistency4/5

Three tools follow a predictable verb_noun pattern (list_tables, describe_table, run_sql), while examples is a noun-only name. The deviation is minor and still readable in context. Overall naming is mostly consistent.

Tool Count5/5

Four tools is well-scoped for a read-only warehouse querying interface. Each tool earns its place: discovery, schema inspection, examples, and execution. There is no redundant tool bloating the surface.

Completeness5/5

The surface covers the full read-only query lifecycle: discovering tables, understanding schemas, learning conventions through examples, and executing SQL. Since the domain is explicitly read-only ClickHouse SELECT access, missing write operations are not gaps. Agents have no obvious dead ends.

Available Tools

4 tools
describe_tableDescribe a tableA
Read-only
Inspect

One table's columns with types and meanings, its sort key and coverage. Read it before writing SQL on a table.

Inputs: table (required). Returns: table, description

examplesExamples and SQL tipsA
Read-only
Inspect

Worked examples (a question and SQL that runs here) and the SQL tips: growth maths, history-table patterns, big sound_history days. Pass a table to get only its examples.

Inputs: table. Returns: examples, sql_tips

list_tablesList tablesB
Read-only
Inspect

The tables in the DataSocial TikTok warehouse: name, row count, what one row is, and what it holds.

Inputs: no named parameters. Returns: tables

run_sqlRun SQLA
Read-only
Inspect

Run one read-only ClickHouse SELECT on tiktok.* and get the rows back (at most 100 per request; 10 s per query). Name the columns you need and add a LIMIT.

Inputs: sql (required). Returns: rows, capped, columns, rows_read, +1 more

Tool Schema Changelog

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