"Information about Bootstrap framework" matching MCP tools:

• pysr_uncertainty

  Occam

  Bootstrap confidence intervals for the numeric constants of a frozen expression, plus optional prediction bands on an x-grid. Typical flow: call pysr_run, pick an expression from the response (best_expression or a pareto_front entry), pass it back here with the same dataset to get CIs on its fit constants. Returns frequentist bootstrap confidence intervals, not Bayesian credible intervals — posterior inference over expression structures is an open research problem. This tool freezes the expression chosen by the caller and bootstraps only its numeric constants; uncertainty about *which* expression is correct is not quantified. Bootstrap semantics: - If y_sigma is supplied, uses parametric bootstrap (y_b = y + Normal(0, y_sigma)). CI reflects user-stated measurement noise. - Otherwise uses residual bootstrap: fit once, resample residuals. CI reflects estimated-from-residuals noise. Only Float constants in the expression become free parameters. Integers stay structural (the 2 in x**2 is a function-class choice, not a fit constant). Expressions with no Float constants (e.g. "x + y") will be rejected with a validation error. Expression grammar: the `expression` string is parsed by sympy. Accepted operators are the same set pysr_run emits: unary `sin`, `cos`, `tan`, `exp`, `log`, `log2`, `log10`, `sqrt`, `abs`, `sinh`, `cosh`, `tanh`; binary `+`, `-`, `*`, `/`, `^` (or `**`). Whitespace and parenthesization are free. Every free symbol in the expression must correspond to an entry in `feature_names` — an unrecognised symbol is silently treated as a fresh sympy Symbol and the fit will fail downstream rather than reject early. Parse failures (syntax errors, malformed operators) surface as tool errors. If `feature_names` is supplied, its length must equal the number of columns in `X`; a mismatch is rejected with a validation error. Pricing: always free, regardless of dataset size. This tool has no `payment` parameter and is never subject to the x402/Stripe gate. Large bootstrap jobs still count against the shared rate limit below, so budget `n_resamples` accordingly. Rate limit: 10 requests/hour per IP, 200/hour global, max queue depth 20 (shared with sindy_run and pysr_run).

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• list_investment_theses

  crashtestyourstrategy

  Discover the investment-thesis catalog. Each entry is a descriptive case study that pairs an economic framework with a rule-based portfolio and the synthetic + historical stress evidence for that allocation. Returns one compact summary per thesis (slug, title, one-liner, tags, risk tiers, framework summary, headline finding). Call get_investment_thesis(slug) for the full framework / portfolio / stress evidence, or read the thesis://{slug} resource. Descriptive, not advisory — the agent decides what is suitable.

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• get_life_context

  Dayze — Life in Days + Notable People

  Get the authenticated user's current life context — identity, today's events, mood, inner circle, and social edges. Prefer get_context_pack for a full session bootstrap. Requires API key. ($0.15; API key required)

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• compliance.regulatory_calendar

  DPX — Institutional Cross-Border Settlement

  Returns a structured calendar of upcoming and in-effect compliance obligations across MiCA (EU crypto-asset markets regulation), SFDR (Sustainable Finance Disclosure Regulation), CSRD (Corporate Sustainability Reporting Directive), the US GENIUS Act (payment stablecoin framework), and FATF Recommendations 15/16. For each event: framework, jurisdiction, requirement summary, effective date, impact level, and article reference. Also returns a DPX alignment section mapping each framework to the specific DPX endpoints that satisfy it. Use this before settlement workflow design, compliance gap analysis, or regulatory reporting.

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• get_validation_framework

  Demand Discovery AI

  Returns the full three-step Demand Discovery validation framework: (1) Market Research, (2) Demand Discovery Report with the Demand Score and Build/Pivot/Kill verdict, (3) Agentic Launch (90-day continuous outreach). Use when a user asks "how do I validate an idea?", "what's the methodology?", or wants to understand the structured approach. Built on the "behavior over opinion" principle. Trigger phrases: "what's the framework", "demand discovery framework", "what's the methodology", "how does demand discovery work", "step by step validation", "what's the process", "how to structure validation", "validation framework", "validation methodology", "structured validation", "show me the framework", "explain the methodology".

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• neuron_get_ad_request

  neuron

  Get detailed information about a specific ad request, including pool selections if targeting mode is manual.

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• pathrule_setup

  Pathrule

  Fetch the active Pathrule bootstrap brief and execute it. Call this ONCE when the user asks to set up / bootstrap / initialize Pathrule for a project (e.g. 'Set up Pathrule for this project', 'Bootstrap Pathrule'). The response `body` is a prompt you must follow immediately — it tells you how to scan the project, propose memories/rules/skills, and write the approved items via pathrule_write_memory / _rule / _skill. Do NOT call this mid-task, for already-populated workspaces, or when the user just wants context — use pathrule_get_context for routine context lookups. If no workspace exists yet, call pathrule_list_organizations + pathrule_create_workspace first.

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• compliance.regulatory_calendar

  DPX — Institutional Cross-Border Settlement

  Returns a structured calendar of upcoming and in-effect compliance obligations across MiCA (EU crypto-asset markets regulation), SFDR (Sustainable Finance Disclosure Regulation), CSRD (Corporate Sustainability Reporting Directive), the US GENIUS Act (payment stablecoin framework), and FATF Recommendations 15/16. For each event: framework, jurisdiction, requirement summary, effective date, impact level, and article reference. Also returns a DPX alignment section mapping each framework to the specific DPX endpoints that satisfy it. Use this before settlement workflow design, compliance gap analysis, or regulatory reporting.

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• fabric_get_meta

  Fabric Marketplace

  Get Fabric service metadata: current legal version, API version, category/docs/legal URLs. No authentication required. Call this before bootstrap to discover the service.

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• get_framework_docs

  main

  Retrieves authoritative documentation directly from the framework's official repository. ## When to Use **Called during i18n_checklist Steps 1-13.** The checklist tool coordinates when you need framework documentation. Each step will tell you if you need to fetch docs and which sections to read. If you're implementing i18n: Let the checklist guide you. Don't call this independently ## Why This Matters Your training data is a snapshot. Framework APIs evolve. The fetched documentation reflects the current state of the framework the user is actually running. Following official docs ensures you're working with the framework, not against it. ## How to Use **Two-Phase Workflow:** 1. **Discovery** - Call with action="index" to see available sections 2. **Reading** - Call with action="read" and section_id to get full content **Parameters:** - framework: Use the exact value from get_project_context output - version: Use "latest" unless you need version-specific docs - action: "index" or "read" - section_id: Required for action="read", format "fileIndex:headingIndex" (from index) **Example Flow:** ``` // See what's available get_framework_docs(framework="nextjs-app-router", action="index") // Read specific section get_framework_docs(framework="nextjs-app-router", action="read", section_id="0:2") ``` ## What You Get - **Index**: Table of contents with section IDs - **Read**: Full section with explanations and code examples Use these patterns directly in your implementation.

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• get_service_info

  booking

  Get information about MyDriverParis services, coverage areas, airports served, and policies. Use this to answer customer questions.

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• authority_repair_operator_schema

  tollbooth-authority-newengland

  Owner repair: reassign every table in an operator's tenant schema to the operator's own role, then re-grant DML. For tenants whose tables were created/owned by the provisioning role — the operator role then cannot CREATE INDEX on them ("must be owner"), which aborts the whole vault bootstrap. Unlike register_operator this does NOT rotate the operator's DB password or re-send the bootstrap DM; it only fixes ownership + grants in place. Idempotent.

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• agent_get_framework_controls_by_name

  compliance-intelligence

  Get all controls for a framework, naming it as a query parameter Identical to agent_get_framework_controls, taking the framework name as a query parameter instead of a path segment. Use this whenever the framework name contains a forward slash. 84 of the frameworks in the graph do, including CCPA/CPRA, AML/CTF Act 2006 and BSA/AML, and the path form cannot reach any of them: the server decodes %2F back to a real separator before routing, so the request 404s no matter how it is encoded. This route has no such problem and works for every framework. Free, no authentication. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json

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• project_connect

  Spala Public MCP

  AUTH REQUIRED; IDEMPOTENT PROJECT CONNECTION WRITE. Prepares one accessible Spala project for agent access. Accepts one installer client (codex, roo, claude-code, cursor, a2a); when omitted, returns a client-selection response without executable arguments. Returns a client-specific workspace binding plan: protected one-time bootstrap for Codex, Roo, and Cursor; verifier-bound delegated bootstrap for Claude Code.

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• get_validation_framework

  Demand Discovery AI

  Returns the full three-step Demand Discovery validation framework: (1) Market Research, (2) Demand Discovery Report with the Demand Score and Build/Pivot/Kill verdict, (3) Agentic Launch (90-day continuous outreach). Use when a user asks "how do I validate an idea?", "what's the methodology?", or wants to understand the structured approach. Built on the "behavior over opinion" principle. Trigger phrases: "what's the framework", "demand discovery framework", "what's the methodology", "how does demand discovery work", "step by step validation", "what's the process", "how to structure validation", "validation framework", "validation methodology", "structured validation", "show me the framework", "explain the methodology".

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• get_domain_info

  domani

  Get detailed information about a domain you own, including auto-renew status, security lock, WHOIS privacy, and provider data.

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• about_humanmcp

  humanMCP — kapoost

  Self-description of this humanMCP server. Deterministic, no bootstrap required — call this first to decide whether the rest of the API is relevant.

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• get_onboarding_experience

  Fluentive MCP

  Returns information about how easy Fluentive is to set up and use. Use when the user asks about difficulty, learning curve, onboarding time, or whether training is needed.

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• authority_repair_operator_schema

  tollbooth-authority

  Owner repair: reassign every table in an operator's tenant schema to the operator's own role, then re-grant DML. For tenants whose tables were created/owned by the provisioning role — the operator role then cannot CREATE INDEX on them ("must be owner"), which aborts the whole vault bootstrap. Unlike register_operator this does NOT rotate the operator's DB password or re-send the bootstrap DM; it only fixes ownership + grants in place. Idempotent.

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• check_token

  Media Generator — Images, Videos & Audios

  Check the current user's token status and account information. This tool retrieves information about: - User ID - Paid account status - Remaining generation tokens (for non-paid users) - Account validity Returns: A JSON string containing token status and account information

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