Returns the full pillar taxonomy. Useful for navigating the corpus.

Checks that the Strale API is reachable and the MCP server is running. Call this before a series of capability executions to verify connectivity, or when troubleshooting connection issues. Returns server status, version, tool count, capability count, solution count, and a timestamp. No API key required.

Switch between local and remote DanNet servers on the fly. This tool allows you to change the DanNet server endpoint during runtime without restarting the MCP server. Useful for switching between development (local) and production (remote) servers. Args: server: Server to switch to. Options: - "local": Use localhost:3456 (development server) - "remote": Use wordnet.dk (production server) - Custom URL: Any valid URL starting with http:// or https:// Returns: Dict with status information: - status: "success" or "error" - message: Description of the operation - previous_url: The URL that was previously active - current_url: The URL that is now active Example: # Switch to local development server result = switch_dannet_server("local") # Switch to production server result = switch_dannet_server("remote") # Switch to custom server result = switch_dannet_server("https://my-custom-dannet.example.com")

Get active trade policy actions currently impacting supply chain risk — tariffs, sanctions, export controls, import restrictions, and regulatory changes. Unlike news alerts that expire after 72 hours, policy adjustments persist as long as the policy is in effect and continue to modify GDI risk scores. Each policy includes the affected GDI pillar, score modifier, effective date, and source event. Used by procurement teams navigating tariff exposure, compliance officers tracking sanctions, and supply chain strategists adapting sourcing to policy shifts.

Upload a dataset file and return a file reference for use with discovery_analyze. Call this before discovery_analyze. Pass the returned result directly to discovery_analyze as the file_ref argument. Provide exactly one of: file_url, file_path, or file_content. Args: file_url: A publicly accessible http/https URL. The server downloads it directly. Best option for remote datasets. file_path: Absolute path to a local file. Only works when running the MCP server locally (not the hosted version). Streams the file directly — no size limit. file_content: File contents, base64-encoded. For small files when a URL or path isn't available. Limited by the model's context window. file_name: Filename with extension (e.g. "data.csv"), for format detection. Only used with file_content. Default: "data.csv". api_key: Disco API key (disco_...). Optional if DISCOVERY_API_KEY env var is set.

WHEN: checking server status, loaded D365 version, or custom model path. Triggers: 'status', 'statut', 'is the server ready', 'how many chunks', 'index loaded'. Returns JSON with: status, indexed chunk count, loaded version, custom model path.

Execute an integration action — e.g., send an email via Resend, create a payment via Mollie. The system resolves vault credentials server-side so you never handle API keys directly. The integration must be configured first via setup_integration (not needed for built-in integrations). Call get_integration_schema first to get the exact endpoint name and required input fields.

Search Hansard for parliamentary debates, questions, and speeches. Returns contributions from MPs and Lords including date, party, debate title, and text (capped at 3000 chars per contribution). Useful for understanding legislative intent or political context.

Query a DOM element by CSS selector. Returns bounding rect, attributes, computed styles, inner text, and child count. Use this to debug layout, positioning, and visibility issues. Requires a connected browser session. If you get BROWSER_NOT_CONNECTED, call check_session first and wait for "connected" status. If you get BROWSER_TIMEOUT, the page may be navigating — wait a moment and retry. Args: key: The sncro session key secret: The session secret from create_session selector: CSS selector (e.g. "#photo-wrap", ".toolbar > button:first-child") styles: Optional list of CSS properties to read (e.g. ["transform", "width", "display"])

When your task hits a wall that requires a human — booking, negotiating, navigating IVR menus, getting information from a business — send an AI voice agent to handle the call. The agent follows your instructions, has a real two-way conversation, auto-retries on voicemail (up to 3 attempts), and returns a full transcript with structured analysis. May return state='pending_confirm' with clarification questions if critical info is missing — call confirm_ai_call to proceed. Async — poll with check_job_status(jobType='ai-call'). ~150-250 sats for a 3-min US call. Languages: en-US, en-GB, es-ES, fr-FR, de-DE, ja-JP, zh-CN, multi. Pay with Bitcoin Lightning — no telecom account, no API key, no subscription. When NOT to use: not when you want to drive the conversation with your own LLM (use open_voice_bridge — you keep the brain, we provide PSTN/STT/TTS primitives). Not for one-shot TTS broadcasts or IVR delivery (use place_call). Not for SMS (use send_sms). Requires create_payment with toolName='ai_call', phoneNumber, and durationMinutes.

Check server connectivity, authentication status, and database size. When to use: First tool call to verify MCP connection and auth state before collection operations. Examples: - `status()` - check if server is operational, see quote_count, and current auth state

Fetch HTTP response headers for a URL. Use when inspecting server configuration, security headers, or caching policies.

Composite server-side investigation tool. Pass a question and the server automatically: (1) detects intent (aggregation/temporal/ordering/knowledge-update/recall), (2) queries the entity index for structured facts, (3) builds a timeline for temporal questions, (4) retrieves memory chunks with the right scoring profile, (5) expands context around sparse hits, (6) derives counts/sums for aggregation, (7) assesses answerability, and (8) returns a recommendation. Use this as your FIRST tool for any non-trivial question — it does the multi-step investigation that would otherwise take 4-6 individual tool calls. The response includes structured facts, timeline, retrieved chunks, derived results, answerability assessment, and a recommendation for how to answer.

Fiber carrier presence, route diversity, and dark fiber availability for a location. Use when: user asks 'which carriers are in [location]', 'dark fiber options near [site]', 'fiber diversity for HA design'. Example: lat=33.43, lon=-112.07. Returns carrier list, route count, POP proximity, latency estimates. Not for power infrastructure (use get_infrastructure). Covers 20+ major fiber carriers with route geometry, distance, and endpoints. Essential for understanding connectivity options for data center site selection. Args: carrier: Filter by carrier name (e.g. 'Zayo', 'Lumen', 'Crown Castle') route_type: Filter by type (long_haul, metro, subsea) include_sources: Include carrier source summary (default true) Returns: JSON with fiber routes (GeoJSON), carrier stats, and connectivity scores.

Searches a US state ABC (Alcoholic Beverage Control) board database for liquor licenses matching a business name, owner name, or address. Returns license type, current status (ACTIVE / SUSPENDED / EXPIRED / REVOKED), expiration date, and any suspension history. Use this before approving a distributor order, binding an insurance policy, or onboarding a merchant to verify they hold a valid liquor license. Supports CA, TX, NY, and FL (TX requires TWOCAPTCHA_API_KEY configured server-side; NY uses NY Open Data API — active licenses only; FL searches the DBPR licensing portal across all board types). Always check the _verifiability block: extraction_confidence >= 0.90 and source_timestamp within data_freshness_ttl_seconds are required for compliance decisions. Note: city, county, zip, and license_status filters are accepted but not yet applied server-side — results may need post-filtering.

Get summary statistics of the Klever VM knowledge base. Returns total entry count, counts broken down by context type (code_example, best_practice, security_tip, etc.), and a sample entry title for each type. Useful for understanding what knowledge is available before querying.

Check if the API is responding. Returns status and server timestamp.

Bridge an A2A (Agent-to-Agent Protocol) task to an MCP server. Extracts the intent from the A2A task, maps it to an MCP tool, calls the tool, and wraps the result in A2A response format. Use this to let A2A agents interact with any MCP server. Requires authentication.

Find body sections in a GOV.UK content item matching a pattern. Returns a list of `{anchor, heading, snippet, match}` hits — small per-section snippets centred on the match — so the LLM can decide which full sections to read via `govuk://content/{base_path}/section/{anchor}`. Use this when answering content-based questions ("what does this guide say about X?", "find the bit about eligibility") rather than navigating by section number (which uses the index resource). Pattern is regex; if it doesn't compile, falls back to literal substring.

Verify that the FXMacroData API and MCP server are reachable.

Find paragraphs in a single judgment whose text matches a pattern. Returns a list of `{eId, snippet, match}` hits — small per-paragraph snippets centred on the match — so the LLM can decide which full paragraphs to read via judgment://{slug}/para/{eId}. Use this when answering content-based questions ("what did the judges say about negligence?", "find the test for foreseeability", "did this case cite Donoghue?") rather than navigating by paragraph number (which uses the index resource). Pattern is regex; if it doesn't compile, falls back to literal substring search.

Get usage statistics for this MCP server session. Returns tool call counts, success rates, and average latency.

Get an upload URL to upload a single image to a project. Returns a pre-built upload URL and instructions. The caller must perform the actual upload using curl since the MCP server cannot access local files. This endpoint uploads images only. To add annotations, call annotations_save with the image ID from the upload response. For bulk uploads with annotations, use images_prepare_upload_zip.

Evaluate any MCP service for trustworthiness before spending money on it. Connects to the target server, checks reachability, governance declarations, tool definition quality, and audit endpoints. Returns a trust score from 0 to 100 with a recommendation: PROCEED, PROCEED WITH CAUTION, HIGH RISK, or DO NOT TRANSACT. No API key needed.

Define and persist the agreed project scope with deliverables, boundaries, and exclusions. Use this tool when starting a new project or immediately after a proposal is accepted by the client to establish a clear, shared understanding of what will be built.

List sites in the index that expose a live MCP server, ranked by agentic readiness. Use this when your agent needs to discover callable MCP endpoints for a domain ('payments', 'jobs', 'search') or overall. Pairs naturally with verify_mcp for a probe-before-use workflow.

Start a chunked binary upload. Use this when the binary is too large to send as a single base64 string (e.g. >20KB). Returns an upload_id. Then call upload_chunk for each chunk, and finalize_upload to assemble and get the server-local path.

Submit a URL for NHS to crawl and score. Use when you discover an agent-first tool, API, or service that isn't in the index yet. NHS will fetch the site, check its 7 agentic signals (llms.txt, ai-plugin.json, OpenAPI, structured API, MCP server, robots.txt AI rules, Schema.org), compute a score, and add it to the index. The site becomes searchable within a few seconds if the crawl succeeds.

Get Lenny Zeltser's expert writing guidelines for security reports and assessments. Provides guidance on tone, structure, clarity, executive summaries, and avoiding common writing mistakes. Works for any security document. Your documents are never sent to this server—guidelines flow to your AI for local analysis. Note: For incident response reports specifically, use the ir_* tools which provide deeper section-by-section review criteria.

Test an IMAP server connection by attempting to connect and authenticate. Use this to verify email receiving configuration.

[AdCP] Get Trillboards AdCP capabilities and supported protocols. Returns the full capability declaration for Trillboards as an AdCP DOOH seller agent. This tool does NOT require authentication. WHEN TO USE: - Discovering what protocols Trillboards supports (Signals, Media Buy) - Understanding available audience signals and data methodology - Getting MCP endpoint and discovery URLs RETURNS: - supported_protocols: ['signals', 'media_buy'] - inventory: DOOH format details, network size - audience_data: signal list, methodology, refresh rate - pricing: model, currency, floor CPM - discovery: well_known_url, mcp_endpoint

Search XPay Hub for paid API services. Use this PROACTIVELY when the user asks you to: search the web, find emails, enrich contacts/companies, verify emails, find similar websites, extract web page content, get company news, search for people by title/company, get job postings, generate images, or any data lookup task. Returns matching servers with slugs, tool counts, and pricing. Use xpay_details next to see the full tool list for a server.

Get active trade policy actions currently impacting supply chain risk — tariffs, sanctions, export controls, import restrictions, and regulatory changes. Unlike news alerts that expire after 72 hours, policy adjustments persist as long as the policy is in effect and continue to modify GDI risk scores. Each policy includes the affected GDI pillar, score modifier, effective date, and source event. Used by procurement teams navigating tariff exposure, compliance officers tracking sanctions, and supply chain strategists adapting sourcing to policy shifts.

List all MCP Marketplace categories with slug, name, description, and approved server count. Use the returned `slug` as the `category` filter in search_servers.

Show how Big Ideas, Competencies, and Content progress across grade levels for a BC subject. Useful for understanding scaffolding, prerequisites, and learning trajectories. When a query is provided, filters to only matching items at each grade — showing a focused vertical thread rather than a full data dump. Args: - subject (string): Subject slug - grade_from (integer): Starting grade (0=K, 1-12) - grade_to (integer): Ending grade (0=K, 1-12) - focus (string, optional): Which element to trace ('big_ideas', 'competencies', 'content', 'all'). Default 'all'. - query (string, optional): Focus on a specific concept (e.g., 'evidence', 'multiplication'). Only matching items shown at each grade. Returns: Grade-by-grade breakdown of curriculum elements showing progression, optionally filtered to a concept thread.

Returns the latest stable release for each supported Vaadin major version (25, 24, 23, 14, 8, 7) with version number, release date, and whether it requires a commercial license. Useful for migration planning and understanding which versions are available.

Download a binary from a URL for analysis. This is the fastest way to load a binary that is hosted online -- the server fetches it directly over HTTP, avoiding base64 encoding and LLM token limits entirely. Returns the server-local path; pass it to open_binary to begin analysis.

DEV ONLY — Sign and broadcast an unsigned transaction using a local private key (PK env var). For production, use a dedicated wallet MCP server (Fireblocks, Safe, Turnkey, etc.) instead of this tool. Takes the transaction object returned by any write.* tool and submits it onchain.

Upload a file to the Compoid MCP server. Accepts a data URI (data:<mime>;base64,<data>). Returns the server-side path to use as file_upload in Compoid_create_record or Compoid_update_record.

Actively probe any URL to check if it is a live, spec-compliant MCP server. Sends a JSON-RPC tools/list request and verifies a valid response. Use this before depending on a third-party MCP endpoint — manifests and documentation can claim MCP support without actually serving it. Returns {verified: true/false, endpoint, note}.

List scheduled and published posts within a date range. Returns threads with their posts, scheduled time, provider info, and analytics. IMPORTANT: Always send from/to as local times WITHOUT a timezone offset (e.g. '2025-03-01T00:00:00'). The server converts to UTC using the user's configured timezone.

Stage a swap session (server-side build only); returns swap_session_id. Does not sign or submit. Call after quote confirmed by user.

Catalog of autonomous agents and AI workflows registered on DC Hub. Use when: an agent is bootstrapping and needs to discover peer agents ('what agents are available', 'any DC siting agents I can call'). Returns agent name, capabilities, contact endpoint, and registration date. Call this during agent initialization to ground orchestration. See which agents are using DC Hub and their activity levels. Useful for understanding the DC Hub ecosystem and social proof. Returns: JSON with connected agents, tiers, query counts, and connection info.

Fiber carrier presence, route diversity, and dark fiber availability for a location. Use when: user asks 'which carriers are in [location]', 'dark fiber options near [site]', 'fiber diversity for HA design'. Example: lat=33.43, lon=-112.07. Returns carrier list, route count, POP proximity, latency estimates. Not for power infrastructure (use get_infrastructure). Covers 20+ major fiber carriers with route geometry, distance, and endpoints. Essential for understanding connectivity options for data center site selection. Args: carrier: Filter by carrier name (e.g. 'Zayo', 'Lumen', 'Crown Castle') route_type: Filter by type (long_haul, metro, subsea) include_sources: Include carrier source summary (default true) Returns: JSON with fiber routes (GeoJSON), carrier stats, and connectivity scores.

Get Lenny Zeltser's expert writing guidelines for incident response reports. Topics: tone, words, structure, executive_summary, voice, articles, or summary for quick reference. Your incident data is never sent to this server—guidelines flow to your AI for local analysis.

On-demand agentic-readiness check for any URL. Runs the NHS 7-signal crawler live (llms.txt, ai-plugin.json, OpenAPI, structured API, MCP server, robots.txt AI rules, Schema.org) and returns a score 0-100 with per-signal breakdown. Use before calling an unfamiliar API to confirm it's agent-usable. Re-runnable without the submissions-table side-effect of submit_site — ideal for verify-before-use workflows.

Get a comprehensive energy profile for a US state from the EIA. Returns an overview of energy production, consumption, prices, and expenditures across all fuel types for the specified state. Useful for understanding a state's full energy landscape. Args: state: Two-letter US state abbreviation (e.g. 'CA', 'TX', 'NY').

Retrieves Kubernetes client and server versions for a given cluster. This is similar to running `kubectl version`.

Applies a Kubernetes manifest to a cluster using server-side apply. This is similar to running `kubectl apply --server-side`.

Get server metadata: name, version, coverage, data sources, and links.

Simple connectivity test. Returns a greeting to confirm the server is running.