"Understanding and Working with a Huge Codebase" matching MCP tools:

• document.summarize

  api

  Summarize document text into a prose summary and key points with citations. Use after document.extract_text or url.extract when you need a condensed understanding of a long document. For single-sentence Q&A, use url.qa instead. For extracting specific fields, use document.extract_structured. Typical workflow: document.extract_text/url.extract → document.summarize. Returns: { summary: string, key_points: string[], summary_cited: { value, confidence, citations[] }, key_points_cited: [{ text, citations[] }], truncated: boolean, strategy: "full"|"truncated"|"chunked" } Example prompts: - "Summarize this financial report and give me the key points." - "What are the main takeaways from this document?" - "Give me a concise summary of this 50-page report."

  Connector

• next_business_day

  Business Days & SLA

  Returns the first working day strictly after the given date, stepping over weekends and public holidays for the chosen country or subdivision. Read-only and idempotent. The date itself is never returned even if it is a working day — use is_business_day to test a single date, add_business_days to move a known number of working days, or previous_business_day to step backwards. Country defaults to US; subdivision narrows the holiday set (e.g. SCT for Scotland).

  Connector

• document.summarize

  DocImprint

  Summarize document text into a prose summary and key points with citations. Use after document.extract_text or url.extract when you need a condensed understanding of a long document. For single-sentence Q&A, use url.qa instead. For extracting specific fields, use document.extract_structured. Typical workflow: document.extract_text/url.extract → document.summarize. Returns: { summary: string, key_points: string[], summary_cited: { value, confidence, citations[] }, key_points_cited: [{ text, citations[] }], truncated: boolean, strategy: "full"|"truncated"|"chunked" } Example prompts: - "Summarize this financial report and give me the key points." - "What are the main takeaways from this document?" - "Give me a concise summary of this 50-page report."

  Connector

• delete_website

  squirrelscan

  Delete a website from the organization (soft delete: past audits, reports, and issues are preserved, and published report links keep working). Frees a slot under the plan's website limit. Re-adding the same domain later registers a fresh website with a new website_id. Call once without confirm to see what will happen; call again with confirm: true to delete.

  Connector

• revoke_key

  VHGENGINE

  Revoke the key with `prefix` (from list_keys): it stops working, others keep working. Use to kill a leaked or old key. Args: prefix (the 12-char key prefix, e.g. vhg_sk_ab12), api_key (a DIFFERENT active key to authenticate this call). Returns {prefix, name, revoked, revoked_at, already_revoked}. You cannot revoke your LAST active key (create a replacement first). Requires the admin scope. Errors: unauthorized, forbidden, invalid_request (last key), not_found, rate_limited.

  Connector

• graphql_query

  stat-api — Sports Data

  Run a GraphQL query against the same data with relations — nest from a game to its teams/players/odds in one call. Root fields are leagues (nfl, nba, …), each exposing its tables with the same filter arguments as REST plus `first`/`after` pagination. Do NOT send introspection queries (the schema is huge) — use describe_table instead; the SDL is at https://api.stat-api.com/api/v1/graphql/sdl. Requires an API key; every row resolved anywhere in the tree counts against quota.

  Connector

• match_me

  Noemic

  PRIVATE fallback pre-ranker when list_people is too large for context. Returns at most three candidates as working material and NEVER renders a panel. Read silently, then call show_people with 1-3 selected IDs. Do not narrate ranking or results.

  Connector

• get_solana_market_shape

  TWZRD Agent Intelligence

  Returns market shape / structure signals for a ticker (concentration, venue fragmentation, settlement patterns). Excellent for understanding *how* a market actually trades on-chain. Tickers are prediction-market event tickers (e.g. KXUSNFP-26MAY01). On failure returns a structured {status:"error", kind, retryable, detail} envelope.

  Connector

• url.summarize

  DocImprint

  Fetch a public HTTPS URL and return a prose summary with key points. Lean mode — no bundle stored. Use when you need a condensed understanding of a web page. For raw text, use url.extract. For asking a specific question about a page, use url.qa. Returns: { url, summary, key_points: string[], truncated: boolean, word_count } Example prompts: - "Summarize https://en.wikipedia.org/wiki/Artificial_intelligence for me." - "Give me the key points from this blog post: [URL]." - "What is this article about? Summarize [URL]."

  Connector

• musicbrainz_get_label

  musicbrainz-mcp-server

  Label by MBID: type (Original Production, Reissue, Imprint, …), country, life span, label code (the LC number), area, aliases, tags, and external links (url-rels — Wikidata, Discogs, official site). A label's releases are a potentially huge linked set (a major label can have tens of thousands), so they are NOT embedded here — enumerate them with musicbrainz_browse_entities (target_type=release, link.label).

  Connector

• check_deliverable_status

  Fodda Synthetic Expert Consult

  Poll a deliverable commissioned with request_deliverable. Pass the job_id from that response. Returns the current status ("working" | "completed" | "failed") and, once completed, the artifact links to present to the user. Polling is free. Deliverables typically take a few minutes — poll every ~15–30s.

  Connector

• key

  Pane

  The calling agent's API key. Actions: list returns key info (agent_id, key_prefix, timestamps); mint creates a sibling API key for the caller's own agent identity with the same scope and ownership and returns its raw value once, which is how an MCP-driven agent hands a CLI or child process a working credential, and the raw value is not retrievable afterwards, the sibling appears in a later list made with it, and the owner can revoke it; revoke destroys the agent's own key, which stops working immediately and cannot be undone, so it requires confirm:true. The relay derives identity from the caller's token, so every action applies to the caller's own agent and mint cannot target another agent's id.

  Connector

• get_fiuto_model

  mcp

  Fetch Fiuto's study model as a single document: the block catalog (every block type with its purpose, required config keys, and an inline example), intake + screening rules, the visibility-rule grammar, the spawn lifecycle verbs, and the structured tier-cap response shape. Use this once at the start of a session to ground your understanding of what Fiuto can do, then quote the relevant section into your planning context. The document is static within a deploy; always re-fetch (no client cache contract).

  Connector

• get_categories

  Radix Wiki

  Get the wiki tag hierarchy with page counts per category. Useful for understanding what content exists, and for finding a valid tagPath before writing.

  Connector

• skincare_cart

  SearchShop AI

  Create a buyable shopping cart with a real checkout URL. Two modes: (1) Pass 'products' array with specific product names. (2) Pass 'query' string to auto-recommend and cart. Do not use for browsing or recommendations — use search_products or skincare_recommend first. Returns a widget with the cart items and a working checkout link.

  Connector

• skincare_cart

  La Luer — AI Skincare Commerce

  Create a buyable shopping cart with a real checkout URL. Two modes: (1) Pass 'products' array with specific product names. (2) Pass 'query' string to auto-recommend and cart. Do not use for browsing or recommendations — use search_products or skincare_recommend first. Returns a widget with the cart items and a working checkout link.

  Connector

• get_quote

  Juicy Designs Quote

  Request a free, no-obligation quote from Juicy Designs (a Pretoria digital marketing and design agency). Before calling, read the collected fields back to the user and get explicit confirmation, including consent to be contacted. Does not return a price: Juicy Designs replies with a custom proposal within four working hours. Set consent_to_contact only when the user has actually agreed.

  Connector

• create_holiday_profile

  Timix.AI

  Create and SAVE a national-holiday profile for the organization for a specific year, AFTER the user has explicitly reviewed and confirmed the holiday list. Each holiday is either a full day off or a half/partial working day (with a start/end working window). Holiday dates MUST come from suggest_holiday_profile or the user — never invent dates. Only call this once the user has confirmed; do not call it to preview.

  Connector

• skincare_cart

  Apostle — AI Men's Skincare Commerce

  Create a buyable shopping cart with a real checkout URL. Two modes: (1) Pass 'products' array with specific product names. (2) Pass 'query' string to auto-recommend and cart. Do not use for browsing or recommendations — use search_products or skincare_recommend first. Returns a widget with the cart items and a working checkout link.

  Connector

• get_trident_spec

  trident

  Returns the complete Trident 2D specification including grammar, syntax rules, coordinate system, containers, nodes, connections, shapes, and icon reference. Use this when you need deep understanding of the Trident DSL.

  Connector