665,462 tools. Updated 2026-10-16 14:30
"Tools or methods for generating graphs from structured data" matching MCP tools:
- Check the build status of an EXISTING artifact (from artifact-create). Read-only. Generation is asynchronous, so this is how you find out it finished. Call it with { sessionId, wait: true } and it WAITS for you: the call returns as soon as status is 'ready' or 'failed', or after about 45 seconds still 'generating'. Then, you can call it again. This tool is meant to be called right after artifact-create, before replying to the user, and keep getting called until status is no longer 'generating'. ONLY when you want an instant snapshot, this tool can be called without wait (or false); the idea is to never spin on wait: false. Requires sessionId — the id returned by artifact-create (or the last path segment of an artifact URL like https://app.agentgrid.io/artifacts/<sessionId> or https://dev.animaapp.com/chat/<sessionId>). **Returns:** { success, sessionId, status: 'generating' | 'ready' | 'failed', progress (0–100, while generating), name, artifactUrl (generating/ready only), playgroundUrl (app and knowledge artifacts only, generating/ready only), previewUrl (app, knowledge and markdown artifacts only, generating/ready only), error (when failed), nextStep (when a wait returned still generating) }ConnectorOAuth
- Low-level Telegram API (MTProto) invoke for methods not wrapped by other tools. Dangerous methods require allow_dangerous=true. Success: API result dict or normalized error. PII and credential-shaped fields (phone, access_hash) are dropped from a successful result by default; pass include_sensitive=true for the raw payload. A bare message id needs a chat binding: requests with no peer field (messages.GetMessages, messages.DeleteMessages) are refused, because a bare id resolves against an arbitrary dialog. Use channels.GetMessages or messages.GetHistory, which carry the binding. messages.GetHistory cannot address a forum topic (no thread_id/top_msg_id in the schema, and channels.GetHistory does not exist) -- use messages.Search with top_msg_id, or the high-level get_messages with reply_to_id. Full documentation: https://github.com/leshchenko1979/fast-mcp-telegram/blob/main/docs/Tools-Reference.mdConnectorDestructiveNo auth
- Low-level Telegram API (MTProto) invoke for methods not wrapped by other tools. Dangerous methods require allow_dangerous=true. Success: API result dict or normalized error. PII and credential-shaped fields (phone, access_hash) are dropped from a successful result by default; pass include_sensitive=true for the raw payload. A bare message id needs a chat binding: requests with no peer field (messages.GetMessages, messages.DeleteMessages) are refused, because a bare id resolves against an arbitrary dialog. Use channels.GetMessages or messages.GetHistory, which carry the binding. messages.GetHistory cannot address a forum topic (no thread_id/top_msg_id in the schema, and channels.GetHistory does not exist) -- use messages.Search with top_msg_id, or the high-level get_messages with reply_to_id. Full documentation: https://github.com/leshchenko1979/fast-mcp-telegram/blob/main/docs/Tools-Reference.mdConnectorDestructiveNo auth
- Propose a correction to a listing field (agents/users reporting bad data). `vertical` is the category key (default 'restaurants'); `listing_id` is the id from that category's get_/search_ tools. Correctable restaurant fields: phone, email, website, menu_url, address_full, city, state, region_tag, price_range, cuisine_type, festival_specials. The correction is stored and applied by the Feedback agent — automatically for unclaimed listings, or routed to a human for claimed/featured ones. Identity fields (name, coordinates) are not correctable. Structured field corrections currently apply to restaurants; for other categories use submit_review to flag issues (or the owner portal). Returns {ok, feedback_id|error}.ConnectorNo auth
- Browse PRE-COMPUTED causal impact graphs (event → sectors → stocks). Thousands of these already exist. Reading one is instant and free, whereas `analyze_event_impact` runs a fresh LLM pass and costs credits, so a stored graph is the cheaper path when one exists for the event. Filter by symbol or sector to find graphs where that name is a node.ConnectorOAuth
- Returns operationIds, HTTP methods, paths, and query parameter names from the bundled OpenAPI spec (no network). Use before t54_x402_request or per-SKU tools.ConnectorNo auth
Matching MCP Servers

Structured-shofficial
AlicenseNot gradedqualityDmaintenanceMCP server providing managed persistent memory for AI agents. Read and write structured state across sessions, tools, and restarts at 1000+ requests per second, with no infrastructure to self-host or operate.2Apache 2.0- AlicenseAqualityCmaintenanceProvides AI agents with data validation, transformation, and normalization capabilities, including JSON schema validation, CSV processing, data normalization, text cleaning, and dataset merging.543 npmMIT
Matching MCP Connectors
Structured data validator in one call: extracts JSON-LD, microdata and RDFa from a URL or raw HTM...
A fully autonomous, Agent-to-Agent (A2A) patent data marketplace powered by the Model Context Protocol (MCP) and A2A standards. This server provides highly structured, AI-optimized JSON patent datasets curated for autonomous R&D agents, LLMs, and Quants. Currently exclusively hosting AI-ready patents from IPC/CPC Sections G (Physics & Computing) and H (Electricity).
- List the saved payment methods (used only to pay for flight bookings, not for cards or adding funds). Returns each method with its id, brand, last 4 digits, and expiry, and marks the default one. Use setup_payment_method to add a new one. The gated tools set_default_payment_method and remove_payment_method also exist; call them by name even though they aren't in the tools list.ConnectorNo auth
- Resolve the caller's identity from their API key or OAuth token. Call this FIRST when the user asks about "my graph" but has not provided a graph ID. For a graph/service key, `me` resolves to a Graph: use `id` as the graphId and `variants[].name` as the variant for the graph-scoped health-check tools, so the user does not have to supply either. For a user (personal key or OAuth), `me` resolves to a User instead: there's no single graph, so each org membership's `graphs[].id` / `graphs[].variants[].name` lists the graphId/variant options the graph-scoped tools need, across every org the user belongs to. Also handles service-account keys.ConnectorNo auth
- Discover AgentMarketplace's capabilities, tools, auth methods, and scopes. Call this first when connecting to AgentMarketplace to understand what's available and how to authenticate. No authentication required. Returns a catalog of available tools, resources, auth methods, and scopes.ConnectorNo auth
- Read metadata for one accessible test using testId from list_tests: title, goal, status, type, source, creation date, version, result flag and Uxia link. Does not return findings, screenshots or session data; use result tools for those.ConnectorOAuth
- Browse the complete WORKMINE catalog for free: paid API names, exact USDC-denominated prices, HTTP methods and URLs. Use this when comparing available tools; use find_workmine_tool when you already have a natural-language task. This catalog call itself does not execute or purchase a paid API.ConnectorNo auth
- Checkout methods open right now: "crypto" (a hosted invoice: BTC, ETH, TRX, USDT), "card", and "wallet" (a prepaid balance, see create_wallet). `gateways` names the providers behind each method; a checkout that does not ask for one by name goes to the first, which is what these tools do.ConnectorNo auth
- Search everything A-du publishes with one free-text query: ADU rental listings, pre-approved ADU plan sets, and the guides and city rules pages. Returns up to ten results as {id, title, url}; pass an id to `fetch` for the full record or page text. This is the generic entry point for hosts that only support search and fetch. Hosts that can call specific tools should prefer search_rentals, search_plans, get_adu_rules and ask_adu, which take structured filters and return structured data. Example: {"query": "one bedroom ADU for rent in Long Beach"}.ConnectorNo auth
- Read the state of an image started with generate_image. Returns { jobId, sessionId, status, imageUrl, imageId, error }; status moves from queued through processing and generating to completed or failed. When completed, imageUrl is a public URL ready for mediaUrls in create_post. When failed, error says why, for example no credits left; a failed job is final, so do not poll it again. Poll every few seconds while status is queued, processing or generating, and stop after a couple of minutes. Only jobs started by the same member are visible. Needs the ai.generate permission, which Admin, Editor and Contributor hold and Viewer does not (403 permission_denied). Reading a job spends no credits.ConnectorOAuth
- Live operational status and network health from `GET /v1/status`. Confirm chain `status` is 'ok' before calling methods; see `list_chains` for static chain capabilities and method policies. For Data API, `data_status` can be 'ok', 'syncing' (queryable and billed normally, but indexing is lagging behind latest block time), or 'unavailable'.ConnectorNo auth
- Use this when the user asks whether a video from create_video or edit_video is ready. Returns generating, the finished file link, or why it failed. Needs the id from create_video or edit_video.ConnectorNo auth
- Returns what a region of a document page (a datasheet, or a computed sheet in related_documents) draws as PDF vectors and text. For graphs drawn with vector paths: per-plot axis calibration from printed tick labels, curve points in data units, y at requested x_values and x at requested y_values (reverse lookup); values are withheld when the axes are not certain. For any region (graphs, package drawings, pinouts, schematics): region_text, the PDF text-layer items with positions. region takes the page and bbox_rel of a get_datasheet_map figure, widened by about 10% of the page. Curve names and which text labels what are not identified; get_page_image shows them. No OCR, fitting to models or unit conversion.ConnectorAPI key
- Read-only JSON-RPC pass-through for Solana mainnet. Allowed methods: getAccountInfo, getBalance, getTransaction, getSignaturesForAddress (limit <= 100), getTokenAccountsByOwner, getTokenSupply, getSlot, getBlockTime, getLatestBlockhash, getMultipleAccounts (<= 20). Write methods and getProgramAccounts refused. Price: $0.001 in USDC per successful call, paid with x402 (Base, Solana or Arc); failed calls are not charged.ConnectorNo auth
- Get report status and metadata. Returns status (pending/generating/completed/failed), title, type, and summary. When status='completed', download the PDF with atlas_download_report(report_id). report_id from atlas_start_report response or atlas_list_reports. Free.ConnectorOAuth
- Returns LLM-optimized instructions for generating Trident diagrams, including quick reference, critical rules (especially Y-axis!), spacing guidelines, common patterns, color conventions, and error prevention checklist. Use this before generating any Trident diagram.ConnectorNo auth
- Compare exactly two AI tools side-by-side. Returns structured field matrix and 'Choose A if... Choose B if...' verdict. Use this when a user wants to decide between two specific tools. For finding tools first, use search_listings or semantic_search.ConnectorNo auth