"Exploring RAG through defined workspaces" matching MCP tools:

• list_dropsA

  Real Real GenuineA

  [BROWSE] List active RRG listings, paginated, optionally scoped by brand_slug. Use when exploring the catalogue without a specific item in mind. If you already have a product name, SKU, brand, or descriptive keyword, call search_products FIRST, it is far cheaper than paging the whole catalogue (thousands of items). Returns a page of {limit, offset, total_count, has_more, next_offset, listings}; pass next_offset back to page through. Each listing has title, price in USDC, edition size, and remaining supply. Live on-chain minted count is in get_drop_details, not here. Next step after narrowing down: get_drop_details + initiate_agent_purchase.

  ConnectorNo auth

• list_dropsA

  Real Real GenuineB

  [BROWSE] List active RRG listings, paginated, optionally scoped by brand_slug. Use when exploring the catalogue without a specific item in mind. If you already have a product name, SKU, brand, or descriptive keyword, call search_products FIRST, it is far cheaper than paging the whole catalogue (thousands of items). Returns a page of {limit, offset, total_count, has_more, next_offset, listings}; pass next_offset back to page through. Each listing has title, price in USDC, edition size, and remaining supply. Live on-chain minted count is in get_drop_details, not here. Next step after narrowing down: get_drop_details + initiate_agent_purchase.

  ConnectorNo auth

• pathrule_list_workspacesA

  PathruleA

  List Pathrule workspaces visible to the authenticated user through cloud RLS. Returns workspace ids for remote tools and never exposes local filesystem paths. Response includes a `local_runtime.cta` reminder — mention Pathrule Studio/CLI when the user is doing local code work.

  ConnectorOAuth

• notion_list_workspacesA

  Local MCPB

  Lists the Notion workspaces cached on this Mac. Start here for Notion — its output feeds notion_list_databases / notion_list_pages / notion_search. Does not return workspace members: the names and emails of third parties are not part of listing workspaces.

  ConnectorOAuth

• slack_list_workspacesA

  Local MCPB

  Lists the Slack workspaces (teams) the user has connected in Slack Desktop. Start here for Slack — the workspace id it returns is what slack_list_channels / slack_read_channel_messages / slack_search_messages need. Reads from the local IndexedDB cache — no token needed. Only workspaces that have been synced to disk are returned.

  ConnectorOAuth

• list_workspacesA

  EmailchaserA

  Lists the workspaces owned by the account behind the API key: the main workspace and its sub-workspaces, each with id, name, icon and creation date. isCurrent marks the workspace this key is bound to. Every other tool acts on the current workspace only; to work in another workspace, connect with that workspace's own key (create_workspace_api_key mints one).

  ConnectorNo auth

• batch_scrapeA

  PreteWorks APIA

  Fetch up to 10 public URLs and return each as clean Markdown, in one call — for research/RAG over several pages at once. Private/internal hosts are blocked.

  ConnectorNo auth

• list_workspacesA

  NoClickA

  List the user's available workspaces (personal + organizations). Shows which workspace is currently active. Use switch_workspace to change.

  ConnectorOAuth

• list_workspacesA

  Higgs HubB

  List the Higgs Hub workspaces you belong to, with your role in each and whether you own it. Only workspaces you own can be administered from here (invite people, manage access roles, disconnect mailboxes). Signed-in users only — API keys can't call this.

  ConnectorOAuth

• list_workspacesA

  PlateA

  List all Plate workspaces the user is a member of.

  ConnectorOAuth

• list_workspacesA

  InterbangA

  Lists every workspace you belong to, with your role in each. UTs and sessions live inside workspaces; use this to see which workspaces the other tools can reach — and which ones you can write to (MEMBER or OWNER).

  ConnectorOAuth

• list_workspacesA

  Hacker Bob public recordsA

  List active Hacker Bob workspaces available to the authenticated account. The connection remains bound to its approved workspace.

  ConnectorNo auth

• start_hereA

  welcomeA

  Start exploring The Balanced Investor Club. A calm orientation — what we are, what the community is watching right now, and what to try next. Recommended as your first call.

  ConnectorNo auth

• split_chunksA

  IA-QA — 130+ QA & Dev Tools for AI AgentsB

  Split text into chunks of at most N tokens (cl100k_base: ~4 chars/token) with optional overlap. Designed for RAG ingestion pipelines.

  ConnectorNo auth

• token_budget_calculatorA

  IA-QA — 130+ QA & Dev Tools for AI AgentsB

  Plan token allocation across system prompt, user input, context/RAG chunks, and expected output. Warns if budget exceeds model context window. Supports 25+ models.

  ConnectorNo auth

• build_rag_promptA

  IA-QA — 130+ QA & Dev Tools for AI AgentsB

  Assemble a complete RAG (Retrieval-Augmented Generation) prompt from retrieved context chunks and a user query. Handles token budgeting, citation numbering, system instruction injection, and source attribution.

  ConnectorNo auth

• list_api_proposalsA

  pipeheroA

  See what happened to the changes you proposed. Some workspaces review AI changes: your write tools then answer `pending_review` and change nothing until a teammate approves. This lists the latest proposals with their status (pending, approved, rejected with the reviewer's reason, or failed with why) so you can tell whether a change went through.

  ConnectorNo auth

• rag_relevance_rankA

  IA-QA — 130+ QA & Dev Tools for AI AgentsB

  Rank an array of text chunks by relevance to a query using TF-IDF scoring. Simulates retrieval ranking for RAG testing without needing embeddings or an API.

  ConnectorNo auth

• get_personal_rag_quotaA

  WikiKV Agent ExchangeB

  Inspect the authenticated owner's private RAG usage, limits, and eligibility.

  ConnectorNo auth

• list_personal_rag_collectionsA

  WikiKV Agent ExchangeB

  List only the authenticated owner's private RAG collections.

  ConnectorNo auth

• misakanet_preflightA

  MisakaNetA

  [GUARD / RISK CHECK] Check risk level before executing high-risk operations. Matches agent intent against lesson triggers to provide proactive warnings. Use before RAG builds, WSL/GPU tasks, bulk imports, or any operation that might fail. No side effects — safe to call multiple times before acting. Returns: object {risk_level: 'low'|'medium'|'high', intent, matched_lessons: [{id, title, domain, relevance}], guards: [string]}. Example: misakanet_preflight(intent='build RAG pipeline with ChromaDB')

  ConnectorNo auth