FastAPI

Endpoints (1 live)

• GET /mcp — Filter JSON objects by exact field value without using an LLM. (0.01 USDC on Base)

MCP tools (30)

Oasis Tokenless https://api.oasistokenless.trade/mcp

• batch_router — Execute multiple independent Tokenless operations sequentially in one request.
• csv_inspector — Analyze large CSV datasets deterministically and return a compact structural profile.
• csv_query — Execute deterministic analytical queries directly against large CSV datasets and return only compact results.
• data_health_scanner — Deterministically scan CSV datasets for common structural data-quality problems and return a compact health report.
• duplicate_detector — Detect duplicate scalar JSON values without using an LLM.
• json_aggregate — Group JSON objects by one field and sum a numeric field without using an LLM.
• json_deduplicate — Remove duplicate JSON objects by one field while preserving the first occurrence.
• json_deep_diff — Recursively compare nested JSON objects and return only paths that were added, removed, or changed without using an LLM.
• json_diff — Compare two JSON objects and return only top-level fields that were added, removed, or changed without using an LLM.
• json_extract — Extract only selected fields from JSON objects to reduce unnecessary data before LLM processing.
• json_field_frequency — Count how often each field occurs across JSON objects to summarize dataset structure without using an LLM.
• json_filter — Filter JSON objects by exact field value without using an LLM.
• json_group_count — Count JSON objects grouped by a string field without using an LLM.
• json_inspector — Profile a large array of JSON objects in one deterministic pass and return a compact structural summary.
• json_missing_fields — Find JSON objects that are missing required fields and return only their indexes and missing field names without using an LLM.
• json_multi_filter — Filter JSON objects by multiple exact field-value conditions in a single pass without using an LLM.
• json_null_check — Find existing JSON fields whose values are null while keeping missing fields separate.
• json_numeric_range — Find the minimum and maximum values of a numeric JSON field and count present and missing values without using an LLM.
• json_pipeline — Execute multiple deterministic JSON operations in one request while keeping intermediate datasets inside Tokenless.
• json_query — Execute deterministic analytical queries over large JSON datasets and return only compact requested results.
• json_range_filter — Filter JSON objects by an inclusive numeric range without using an LLM.
• json_rename_fields — Rename fields across JSON objects while preventing target-field collisions and silent data loss.
• json_sort — Sort JSON objects by one field in ascending or descending order without using an LLM.
• json_statistics — Calculate count, sum, minimum, maximum, and average for a numeric field in JSON objects without using an LLM.
• json_top_n — Return only the N largest or smallest JSON objects by a numeric field without sorting and returning the entire dataset.
• json_type_check — Check field value types across JSON objects and return only indexes and type errors without using an LLM.
• json_unique_values — Find unique scalar values of a JSON field and count their occurrences without using an LLM.
• log_analyzer — Analyze large structured log datasets and return compact deterministic statistics without sending raw logs to an LLM.
• text_diff — Deterministically compare two versions of plain text and return only changed regions with limited surrounding context.
• text_search — Search large text deterministically and return only exact matching fragments with optional surrounding context.