SwishrJobs

Name: SwishrJobs
Author: com.swishrjobs

MCP serverMCP

Deterministic digital jobs with independently verified deliverables.

by com.swishrjobsrepository ↗homepage ↗v1.0.0

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30-day availability2/2 checks ok

30 days agotoday

Tools observed via MCP handshake

list_capabilities — List every task SwishrJobs can execute, with each one's inputs, deliverables, price, and whether it can run right now.
get_performance — Return the measured success rate, latency, and expected cost per accepted result for each capability, from controlled synthetic benchmarks. A capability that ha
select_capability — Rank capabilities for a described task by task match, measured synthetic success rate, and expected cost per accepted result, and explain the ranking. Use this
preflight_job — Validate a job request and receive a priced quote without executing anything. Use this to learn the cost and the accepted inputs before authorizing.
submit_job — Authorize and execute a previously quoted job, then return the verified result. Requires explicit authorization. Prefer a capability-specific tool (for example
submit_boundary_value_generation — Produce a standard-library Python module that produces boundary values for an integer range, plus pytest tests. Choose this when you need the boundary and just-
submit_csv_clean — Clean a CSV and return the cleaned file plus a record of every change. Trims cells, makes duplicate and empty column names unique, drops blank and duplicate row
submit_csv_json_transformation — Produce a standard-library Python module that transforms CSV text into a JSON array of objects, plus pytest tests. The transformation is chosen from a registere
submit_csv_preflight — Check a CSV before it is imported. Reports ragged rows, duplicate and empty column names, blank and duplicate rows, per-column type drift and column profiles, e
submit_csv_quality_report — Score a CSV on completeness, type consistency and uniqueness, per column, and report the columns that are always empty, mostly empty, constant, or hold mixed ty
submit_csv_to_json_rows — Convert a CSV into a JSON array of objects keyed by the header, with documented type coercion: empty becomes null, integers and numbers become numbers, true and
submit_data_validation_module — Produce a standard-library Python module that validates a record and returns structured errors, plus pytest tests. The rule set is chosen from a registered temp
submit_dataset_quality_report — Produce a standard-library Python module that computes a quality report for an array of records, plus pytest tests. Choose this when you need a computed quality
submit_duplicate_group_report — Produce a standard-library Python module that groups records sharing a key field, plus pytest tests. Choose this when you need each repeated key value reported
submit_edge_case_check — Produce a standard-library Python module that reports boundary conditions for a text value, plus pytest tests. Choose this when a text value must be classified
submit_env_config_parsing — Produce a standard-library Python module that parses a dotenv-style configuration into JSON, plus pytest tests. Choose this when you need to parse a dotenv-styl
submit_field_mapping — Produce a standard-library Python module that renames and selects JSON fields using a mapping, plus pytest tests. Choose this when fields must be renamed and se
submit_html_text_extraction — Produce a standard-library Python module that extracts readable text from an HTML fragment, plus pytest tests. Choose this when you need the visible text of an
submit_json_csv_conversion — Produce a standard-library Python module that renders a JSON array of objects as CSV text, plus pytest tests. Choose this when you need a tested function that r
submit_json_diff — Produce a standard-library Python module that reports the structural difference between two JSON documents, plus pytest tests. Choose this when you need the str
submit_json_schema_inference — Produce a standard-library Python module that infers a JSON Schema from sample records, plus pytest tests. Choose this when you need a draft 2020-12 JSON Schema
submit_json_schema_validation — Validate a JSON document against a JSON Schema and report every violation with its JSON Pointer path and the keyword that failed. Supports type, required, prope
submit_json_to_csv_rows — Convert a JSON document into a CSV file. Accepts an array of objects, a single object, or an API envelope such as {"data": [...]}. The header is the sorted unio
submit_key_normalisation — Produce a standard-library Python module that rewrites JSON object keys to lower snake_case, plus pytest tests. Choose this when object keys must become lower s
submit_malformed_record_detection — Produce a standard-library Python module that reports records violating a fixed field contract, plus pytest tests. Choose this when you need one entry per offen
submit_markdown_table_rendering — Produce a standard-library Python module that renders JSON records as a Markdown table, plus pytest tests. Choose this when JSON records must become a GitHub-fl
submit_metadata_extraction — Produce a standard-library Python module that extracts key/value metadata from a document head, plus pytest tests. Choose this when 'key: value' metadata must b
submit_nested_flattening — Produce a standard-library Python module that flattens a nested object into dotted-path keys, plus pytest tests. Choose this when a nested object must become si
submit_product_feed_gtin_check — Check every product identifier in a CSV feed against the GS1 check digit. Reports non-numeric values, wrong-length codes and check-digit mismatches with the exp
submit_python_multifile_package — Produce a small multi-module Python package from a registered, deterministic template: an implementation module, a public facade, a pytest suite, and a README.
submit_python_utility_module — Produce a small standard-library Python module from a registered, deterministic template, plus the pytest tests that verify it. Choose this when you need one sm
submit_readme_generation — Produce a standard-library Python module that generates a Markdown README from function signatures, plus pytest tests. Choose this when a Markdown README must b
submit_record_deduplication — Produce a standard-library Python module that removes duplicate objects from a JSON array, plus pytest tests. Choose this when duplicates must be removed from a
submit_regex_from_examples — Produce a standard-library Python module that builds a regular expression from positive and negative examples, plus pytest tests. Choose this when a regular exp
submit_regression_suite_generation — Produce a standard-library Python module that turns recorded input/output pairs into a pytest module, plus pytest tests. Choose this when recorded input/output
submit_text_parser_module — Produce a standard-library Python module that parses a text format into a structured result, plus pytest tests including malformed input. The format is chosen f
submit_webhook_payload_validation — Produce a standard-library Python module that validates a webhook payload envelope, plus pytest tests. Choose this when an incoming webhook envelope must be val
submit_xml_json_conversion — Produce a standard-library Python module that converts an XML document into JSON, plus pytest tests. Choose this when you need a tested, standard-library XML-to

when	check	result	http	latency	detail
38 min ago	mcp initialize	ok	200	485 ms	server swishrjobs 1.0.0 · protocol 2025-06-18 · 38 tools
9 h ago	mcp initialize	ok	200	529 ms	server swishrjobs 1.0.0 · protocol 2025-06-18 · 38 tools

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