此 MCP 可以做什么
Runs read-only code, data, security, release, log, Dockerfile, licensing, quantitative research, and backtesting diagnostics over supplied inputs.
工具
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['card_id'], 'properties': {'card_id': {'type': 'string', 'maxLength': 120, 'minLength': 1}, 'include_verification': {'type': 'boolean', 'default': True}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'q': {'type': 'string', 'maxLength': 500}, 'sort': {'enum': ['relevance', 'reputation', 'freshness', 'usage'], 'type': 'string'}, 'tags': {'type': 'array', 'items': {'type': 'string', 'maxLength': 80}}, 'limit': {'type': 'integer', 'maximum': 50, 'minimum': 1}, 'min_tier': {'enum': ['untrusted', 'sandboxed', 'signed', 'reputation_backed'], 'type': 'string'}, 'interface': {'type': 'string', 'maxLength': 80}, 'capability': {'type': 'array', 'items': {'type': 'string', 'maxLength': 120}}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['dataset'], 'properties': {'end': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$'}, 'sort': {'type': 'string', 'maxLength': 40}, 'limit': {'type': 'integer', 'default': 50, 'maximum': 100, 'minimum': 1}, 'start': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$'}, 'symbol': {'type': 'string', 'maxLength': 40}, 'dataset': {'enum': ['funding_by_symbol', 'research_outcomes_agg', 'ohlcv_daily'], 'type': 'string'}, 'decision': {'type': 'string', 'maxLength': 20}, 'strategy': {'type': 'string', 'maxLength': 60}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'after': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': {}}, 'maxItems': 500}, 'before': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': {}}, 'maxItems': 500}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['rows'], 'properties': {'rows': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': {}}, 'maxItems': 1000, 'minItems': 1}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['dockerfile'], 'properties': {'dockerfile': {'type': 'string', 'maxLength': 200000}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'policy': {'type': 'string', 'maxLength': 80}, 'licenses': {'type': 'array', 'items': {'type': 'string', 'maxLength': 120}, 'maxItems': 500}, 'dependencies': {'type': 'array', 'items': {'type': 'object', 'properties': {'name': {'type': 'string', 'maxLength': 200}, 'license': {'type': 'string', 'maxLength': 120}}, 'additionalProperties': False}, 'maxItems': 500}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'logs': {'type': 'array', 'items': {'type': 'string', 'maxLength': 2000}, 'maxItems': 1000}, 'text': {'type': 'string', 'maxLength': 200000}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['checks'], 'properties': {'build': {'description': 'Deprecated. Ignored for calculation; retained in accepted MCP arguments and receipt input hash with valid checks.'}, 'tests': {'description': 'Deprecated. Ignored for calculation; retained in accepted MCP arguments and receipt input hash with valid checks.'}, 'checks': {'type': 'object', 'properties': {'i18n': {'type': 'boolean'}, 'build': {'type': 'boolean'}, 'tests': {'type': 'boolean'}, 'rollback': {'type': 'boolean'}, 'typecheck': {'type': 'boolean'}, 'monitoring': {'type': 'boolean'}, 'secret_scan': {'type': 'boolean'}, 'api_contract': {'type': 'boolean'}, 'db_migration': {'type': 'boolean'}, 'no_raw_source': {'type': 'boolean'}, 'license_review': {'type': 'boolean'}, 'signed_wrappers': {'type': 'boolean'}}, 'description': 'Required partial object of caller-declared booleans. Omitted checks count false; no evidence objects.', 'additionalProperties': False}, 'rollback': {'description': 'Deprecated. Ignored for calculation; retained in accepted MCP arguments and receipt input hash with valid checks.'}, 'typecheck': {'description': 'Deprecated. Ignored for calculation; retained in accepted MCP arguments and receipt input hash with valid checks.'}, 'monitoring': {'description': 'Deprecated. Ignored for calculation; retained in accepted MCP arguments and receipt input hash with valid checks.'}, 'secret_scan': {'description': 'Deprecated. Ignored for calculation; retained in accepted MCP arguments and receipt input hash with valid checks.'}, 'no_raw_source': {'description': 'Deprecated. Ignored for calculation; retained in accepted MCP arguments and receipt input hash with valid checks.'}, 'license_review': {'description': 'Deprecated. Ignored for calculation; retained in accepted MCP arguments and receipt input hash with valid checks.'}, 'signed_wrappers': {'description': 'Deprecated. Ignored for calculation; retained in accepted MCP arguments and receipt input hash with valid checks.'}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'text': {'type': 'string', 'maxLength': 200000}, 'files': {'type': 'array', 'items': {'type': 'object', 'properties': {'name': {'type': 'string', 'maxLength': 240}, 'path': {'type': 'string', 'maxLength': 240}, 'text': {'type': 'string', 'maxLength': 200000}, 'content': {'type': 'string', 'maxLength': 200000}}, 'additionalProperties': False}, 'maxItems': 50}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['function', 'records'], 'properties': {'period': {'type': 'number'}, 'options': {'type': 'object', 'additionalProperties': {}}, 'records': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': {}}, 'maxItems': 10000, 'minItems': 1}, 'function': {'enum': ['factor_weights', 'factor_returns', 'mean_return_by_quantile', 'factor_information_coefficient', 'quantile_turnover', 'factor_rank_autocorrelation'], 'type': 'string'}, 'quantile': {'type': 'number'}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['initial_cash', 'bars', 'strategy'], 'properties': {'bars': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': {}}, 'maxItems': 10000, 'minItems': 1}, 'costs': {'type': 'object', 'additionalProperties': {}}, 'strategy': {'type': 'object', 'additionalProperties': {}}, 'initial_cash': {'type': 'number'}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['current_price', 'reference_price'], 'properties': {'current_price': {'type': 'number', 'exclusiveMinimum': 0}, 'threshold_pct': {'type': 'number', 'maximum': 100, 'minimum': -100}, 'reference_price': {'type': 'number', 'exclusiveMinimum': 0}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['returns'], 'properties': {'returns': {'type': 'array', 'items': {'type': 'number'}, 'maxItems': 10000, 'minItems': 2}, 'n_trials': {'type': 'integer', 'default': 1, 'maximum': 1000000, 'minimum': 1}, 'confidence': {'type': 'number', 'maximum': 0.999999, 'minimum': 0.5}, 'trial_sharpe_variance': {'type': 'number', 'minimum': 0}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['consecutive_losses', 'recent_net_pnl'], 'properties': {'recent_net_pnl': {'type': 'number', 'maximum': 1000000000, 'minimum': -1000000000}, 'consecutive_losses': {'type': 'number', 'maximum': 10000, 'minimum': 0}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['returns'], 'properties': {'period': {'enum': ['daily', 'weekly', 'monthly', 'quarterly', 'yearly'], 'type': 'string'}, 'returns': {'type': 'array', 'items': {'type': 'number'}, 'maxItems': 10000, 'minItems': 2}, 'risk_free': {'type': 'number'}, 'annualization': {'type': 'number', 'exclusiveMinimum': 0}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['win_rate', 'avg_win', 'avg_loss'], 'properties': {'regime': {'enum': ['mean_reverting', 'random_walk', 'trending'], 'type': 'string'}, 'avg_win': {'type': 'number', 'exclusiveMinimum': 0}, 'avg_loss': {'type': 'number'}, 'win_rate': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'confidence': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'max_fraction': {'type': 'number', 'maximum': 1, 'minimum': 0}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['calendar', 'start_date', 'end_date'], 'properties': {'calendar': {'enum': ['NYSE', 'NASDAQ', 'CME', 'LSE', 'XKRX'], 'type': 'string'}, 'end_date': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$'}, 'start_date': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$'}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['returns'], 'properties': {'returns': {'type': 'array', 'items': {'type': 'object', 'required': ['date', 'return'], 'properties': {'date': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$'}, 'return': {'type': 'number'}}, 'additionalProperties': False}, 'maxItems': 10000, 'minItems': 1}, 'periods_per_year': {'type': 'number', 'const': 252}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['prices'], 'properties': {'lower': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'upper': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'prices': {'type': 'array', 'items': {'type': 'number'}, 'maxItems': 5000, 'minItems': 8}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['tags'], 'properties': {'tags': {'type': 'array', 'items': {'type': 'string', 'maxLength': 200}, 'maxItems': 500}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['metric_ci_lower', 'metric_threshold', 'delta_sharpe', 'slippage_reduction_bps', 'p_values', 'sample_days', 'min_sample_days'], 'properties': {'alpha': {'type': 'number', 'maximum': 1, 'minimum': 1e-06}, 'p_values': {'type': 'array', 'items': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'maxItems': 100, 'minItems': 1}, 'sample_days': {'type': 'number', 'minimum': 0}, 'delta_sharpe': {'type': 'number'}, 'metric_ci_lower': {'type': 'number'}, 'min_sample_days': {'type': 'number', 'minimum': 0}, 'metric_threshold': {'type': 'number'}, 'min_delta_sharpe': {'type': 'number', 'minimum': 0}, 'multiple_testing_mode': {'enum': ['holm', 'benjamini-hochberg', 'bh'], 'type': 'string'}, 'slippage_reduction_bps': {'type': 'number'}, 'min_slippage_reduction_bps': {'type': 'number', 'minimum': 0}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['seconds_open', 'mfe_bps'], 'properties': {'mfe_bps': {'type': 'number', 'minimum': 0}, 'timeout_sec': {'type': 'integer', 'maximum': 86400, 'minimum': 1}, 'seconds_open': {'type': 'number', 'minimum': 0}, 'mfe_threshold_bps': {'type': 'number', 'maximum': 100000, 'minimum': 0}}, 'additionalProperties': False}
输入模式
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['card_id', 'schema', 'receipt_id', 'tool_id', 'usefulness_score', 'worked', 'use_case', 'public_summary'], 'properties': {'schema': {'type': 'string', 'const': 'apex-usage-review/1'}, 'worked': {'type': 'boolean'}, 'card_id': {'type': 'string', 'maxLength': 120, 'minLength': 1}, 'tool_id': {'type': 'string', 'maxLength': 120, 'minLength': 1}, 'agent_id': {'type': 'string', 'maxLength': 120, 'minLength': 1}, 'use_case': {'type': 'string', 'maxLength': 220, 'minLength': 4}, 'receipt_id': {'type': 'string', 'maxLength': 160, 'minLength': 16}, 'agent_client': {'type': 'string', 'maxLength': 120}, 'problem_found': {'type': 'string', 'maxLength': 800}, 'public_summary': {'type': 'string', 'maxLength': 1000, 'minLength': 20}, 'usefulness_score': {'type': 'integer', 'maximum': 5, 'minimum': 1}, 'requested_improvement': {'type': 'string', 'maxLength': 800}}, 'additionalProperties': False}
近期工具变更
类似的 MCP 服务器
HubVibe: Pay-per-Call Tools for AI Agents: Web Search, Email Verify, KYC, Stocks, Crypto, News, Data
Offers paid utilities for web audits, HTTP fetching and extraction, BigQuery analysis, LLM processing, code execution, blockchain…
Qiniso
Provides deterministic formatting, parsing, holiday and tax lookups, address handling, and checksum or structure validation for i…
Sighttrue
Analyzes open-source dependencies, runtimes, container images, repositories, providers, advisories, licenses, incidents, and mode…
DeriveAI x402 APIs
Exposes pay-per-request APIs for market data, web and domain analysis, security checks, language processing, scraping, validation…
coderegistry
Analyzes code vaults and repositories for architecture, code quality, dependencies, contributors, security issues, and technical …
netcafe-live-data
Provides live weather, air quality, exchange rates, financial and network information, package metadata, SQL translation, vulnera…
dbmcp
Connects to MySQL, MariaDB, PostgreSQL, and SQLite databases with PII redaction and write prevention.
hyperion
Acts as a paid MCP tool marketplace and utility gateway with server discovery, HTTP and JavaScript tools, research, data conversi…