"The official Python standard library documentation" matching MCP tools:

• validate_pythonA

  CodeCraftA

  Validates a Python automation script that runs OUTSIDE the game, on three axes: Python syntax (using the real interpreter), Minecraft commands embedded in the script (against the official command index), and the shape of the /connect WebSocket message envelope. For behavior pack scripts use validate_script instead — Python does not run inside a pack. The embedded command check is the most valuable one: a command written from memory can look syntactically fine and still do nothing in the game. Only strings starting with / are treated as commands. If syntax could not be checked, syntaxChecked is false in the result; ok:true alone does not mean the syntax is valid.

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• get_elt_recyclingA

  Trustbase Lab · Trusted Data Infrastructure for the AI EraA

  Purpose: the end-of-life tyre (ELT) collection topic for the rCB supply chain - policy targets, the 2026 standard system, the collection-network build-out, the processing value ladder (retreading > recycled rubber > pyrolysis) and market-size figures, with official sources labelled per record. Guidelines: call with no arguments for the full topic, or pass topic (policy/standard/network/ladder/market) to focus one section; pair with get_elt_price_index (category G-ELT) for collection prices and get_feedstock_overview for arisings. Limits: policy and standard records are sourced from official documents; market-size figures are public-information compilations and labelled as such; does not return prices. Ex: 'China end-of-life tyre recycling policy 2030 target', 'ELT collection network China', 'scrap tyre pyrolysis standards 2026'.

  ConnectorNo auth

• search-music-docsA

  Music StudioA

  Search detailed documentation for Strudel live coding or ABC/ABCJS notation. Returns relevant code examples and explanations from the official docs. Use this when the curated guides (get-strudel-guide, get-music-guide) don't cover what you need — for specific functions, advanced techniques, or when you're unsure about syntax. Powered by semantic search over strudel.cc and ABCJS docs.

  ConnectorNo auth

• traceable_library_uploadA

  TraceableA

  Upload a file (a standard, a manual, a report: any type) to the Reference Library of the document's project, and by default add it to the document's references in the same call. Pass the file as base64 in `content` with its `name`; `title` sets the name shown in the library (defaults to the file name) and `number` its designation, e.g. "ISO 13485:2016". At most 3 MB; upload a larger file in the app. Returns the REF code, and the referenceId a citation uses: [label](cite:<referenceId>). Its text is indexed straight away where the type has text, so traceable_library_search finds it. Calling it twice files the file twice; to reference a file already in the library, use traceable_library_add_reference. In an organisation under controlled releases this tool works once an admin turns it on in Org settings > Releases.

  ConnectorOAuth

• microsoft_docs_searchA

  xpay✦ DevTools CollectionC

  Search official Microsoft/Azure documentation to find the most relevant and trustworthy content for a user's query. This tool returns up to 10 high-quality content chunks (each max 500 tokens), extracted from Microsoft Learn and other official sources. Each result includes the article title, URL, and a self-contained content excerpt optimized for fast retrieval and reasoning. Always use this tool to quickly ground your answers in accurate, first-party Microsoft/Azure knowledge. ## Follow-up Pattern To ensure completeness, use microsoft_docs_fetch when high-value pages are identified by search. The fetch tool complements search by providing the full detail. This is a required step for comprehensive results.

  ConnectorNo auth

• list_blog_postsA

  ionic-framework-mcpA

  List the 10 most recent posts from the official Ionic blog, newest first. Use this when the question is about what is new — recent releases, announcements or deprecations. The blog covers both Ionic Framework and Capacitor. Returns `title`, `date`, `tags`, `url` and `excerpt` per post. Do not use this to answer a documentation question: the feed only carries the newest posts, so search the documentation with `search_docs` instead.

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• list_skillsA

  Higgs HubB

  List the skills this workspace offers your agent — standard procedures it has written or adopted from the Higgs Hub library, plus any Higgs Hub includes with every workspace. Use get_skill to fetch one as an installable SKILL.md file. Start here if someone asks what Higgs Hub can help them with, or asks to install their workspace's skills.

  ConnectorOAuth

• discover_toolsA

  MCP AnalyticsB

  Browse the analyses you can run: the ones you commissioned plus the platform Standard Library (prebuilt tools; each result tagged source:'own' or 'standard_library'). Plain-language match; no query lists everything, your own first. Nothing fits? Commission it with path_resolver.

  ConnectorOAuth

• gripforge_motion_generateA

  GripForgeC

  Custom animations generated from text with NVIDIA Kimodo on GripForge's GPU, retargeted onto a rigged Library character (or the UAL mannequin): spell casts, signature attacks, emotes, anything the standard clip pack (gripforge_animate) lacks. Kit mode turns a MOBA hero concept's basic attack and Q/W/E/R into clips in one call. Call stage=plan first (free) and show the prompts and price (1 credit per clip); stage=build queues a durable job — poll gripforge_generation_read with job_id (a cold GPU takes a few minutes). The result is a kind=animation Library item, one clip per prompt.

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• get_page_contentA

  pmndrs docsA

  Read one documentation page in full, as current markdown. Take `lib` and `path` verbatim from a search_docs hit (or from the docs://{lib}/index resource): paths are matched exactly and their shape differs per library, so never guess or adapt one. Call search_docs first when you do not have a path yet.

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• search_docsA

  Devdocs IoB

  Find which documentation SETS exist whose NAME matches a substring (e.g. "python" → Python 3.x, "react" → React). Returns doc SETS, NOT their content — this does NOT look up a function/method/API name. To search inside a doc for an entry like "Array.map" or "fetch", use search_index (slug + query).

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• search_blender_manualA

  Blender BridgeA

  Search the official Blender manual (offline copy of the current release, CC-BY-SA 4.0) without touching the scene: how a feature, modifier, node or render setting works, what an option does, where it is in the interface, and recommended workflows. Use lookup_blender_api for exact Python names instead. query: a few English words (bevel modifier segments, depth of field focus, light linking). Returns the best sections with excerpts and page links; link the page when you quote it to the user.

  ConnectorOAuth

• aws___read_documentationA

  AWS KnowledgeA

  Fetch full AWS doc pages as markdown. `search_documentation` already returns verbatim page chunks, so don't re-read a URL whose chunk you already have to "confirm" or "round out" an answer -- the chunk is the real page text; treat it as authoritative. Reading the full page is justified ONLY when the chunks genuinely lack the content: - an enumeration or aggregation ("list all X", "how many X") needs the complete set and the chunks show only part of it; - no search result is on-topic after refining the query, and a known doc URL would have the answer. Otherwise, answer from the chunks. Use exact URLs from `search_documentation`; don't guess slugs. Input: `requests: [{url, max_length?, start_index?}]`. Batch 2-5. - `max_length` default 10000. - `start_index` default 0; use prior `end_index` to continue, TOC offset to jump. Allow-listed prefixes: docs.aws.amazon.com; aws.amazon.com (not /marketplace); repost.aws/knowledge-center; docs.amplify.aws; ui.docs.amplify.aws; github.com/{aws-cloudformation/aws-cloudformation-templates, aws-samples/{aws-cdk-examples, generative-ai-cdk-constructs-samples, serverless-patterns}, awsdocs/aws-cdk-guide, awslabs/aws-solutions-constructs, cdklabs/cdk-nag} (README on `main`); constructs.dev/packages/{@aws-cdk-containers, @aws-cdk, @cdk-cloudformation, aws-analytics-reference-architecture, aws-cdk-lib, cdk-amazon-chime-resources, cdk-aws-lambda-powertools-layer, cdk-ecr-deployment, cdk-lambda-powertools-python-layer, cdk-serverless-clamscan, cdk8s, cdk8s-plus-33}; strandsagents.com/latest/documentation/docs/; karpenter.sh/docs/; Amazon Braket: {amazon-braket-sdk-python, amazon-braket-schemas-python, amazon-braket-default-simulator-python, amazon-braket-pennylane-plugin-python, amazon-braket-algorithm-library, qiskit-braket-provider, autoqasm, qirtoqasm}.readthedocs.io and github.com/amazon-braket/* (blob/tree/raw). Output: SUCCESS -- markdown + `total_length, start_index, end_index, truncated, redirected_url?` (truncated includes TOC with char ranges). ERROR -- `error_code` in {not_found, invalid_url, throttled, downstream_error, validation_error}.

  ConnectorNo auth

• resolve-library-idA

  xpay✦ DevTools CollectionC

  Resolves a package/product name to a Context7-compatible library ID and returns matching libraries. You MUST call this function before 'query-docs' to obtain a valid Context7-compatible library ID UNLESS the user explicitly provides a library ID in the format '/org/project' or '/org/project/version' in their query. Selection Process: 1. Analyze the query to understand what library/package the user is looking for 2. Return the most relevant match based on: - Name similarity to the query (exact matches prioritized) - Description relevance to the query's intent - Documentation coverage (prioritize libraries with higher Code Snippet counts) - Source reputation (consider libraries with High or Medium reputation more authoritative) - Benchmark Score: Quality indicator (100 is the highest score) Response Format: - Return the selected library ID in a clearly marked section - Provide a brief explanation for why this library was chosen - If multiple good matches exist, acknowledge this but proceed with the most relevant one - If no good matches exist, clearly state this and suggest query refinements For ambiguous queries, request clarification before proceeding with a best-guess match. IMPORTANT: Do not call this tool more than 3 times per question. If you cannot find what you need after 3 calls, use the best result you have.

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• submit_partA

  partreelA

  Upload a part you built so it is SHARED IMMEDIATELY (status 'staging', unverified). It becomes searchable and downloadable right away; hourly CI then runs the full quality gates and opens a PR to promote it to the verified registry. Provide the full text of the .kicad_sym and .kicad_mod files plus metadata. Cite real datasheet dimensions in dimensions_source — copies of the official KiCad (CC-BY-SA) library are auto-rejected at promotion.

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• answerA

  Starwell: World Data & StatisticsB

  The flagship: ask a natural-language question about the served official statistics. Returns a COMPUTED answer (real Python runs in a sandbox over the verified store, nothing is estimated by a model), the Plotly chart, the Python code, citations to the official tables, and a verification badge per series. CROSS-SOURCE: one question may join series from DIFFERENT agencies, e.g. unemployment from the US BLS, Statistics Canada and the UK ONS in a single call, for correlations, ratios, and like-for-like comparison. How many series one question may join is set by the caller's plan; asking for more returns a series_limit error naming that cap. Returns a refusal when no served series can answer. Takes 10-40 seconds. Requires a free API key (create at /account on the Starwell host; pass Authorization: Bearer dlk_... or set STARWELL_API_KEY on the starwell-mcp bridge). Keyless calls return key_required.

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• resolve-library-idA

  Context7A

  Resolves a package/product name to a Context7-compatible library ID and returns matching libraries. You MUST call this function before 'Query Documentation' tool to obtain a valid Context7-compatible library ID UNLESS the user explicitly provides a library ID in the format '/org/project' or '/org/project/version' in their query. Each result includes: - Library ID: Context7-compatible identifier (format: /org/project) - Name: Library or package name - Description: Short summary - Code Snippets: Number of available code examples - Source Reputation: Authority indicator (High, Medium, Low, or Unknown) - Benchmark Score: Quality indicator (100 is the highest score) - Versions: List of versions if available. Use one of those versions if the user provides a version in their query. The format of the version is /org/project/version. For best results, select libraries based on name match, source reputation, snippet coverage, benchmark score, and relevance to your use case. Selection Process: 1. Analyze the query to understand what library/package the user is looking for 2. Return the most relevant match based on: - Name similarity to the query (exact matches prioritized) - Description relevance to the query's intent - Documentation coverage (prioritize libraries with higher Code Snippet counts) - Source reputation (consider libraries with High or Medium reputation more authoritative) - Benchmark Score: Quality indicator (100 is the highest score) Response Format: - Return the selected library ID in a clearly marked section - Provide a brief explanation for why this library was chosen - If multiple good matches exist, acknowledge this but proceed with the most relevant one - If no good matches exist, clearly state this and suggest query refinements For ambiguous queries, request clarification before proceeding with a best-guess match. IMPORTANT: Do not call this tool more than 3 times per question. If you cannot find what you need after 3 calls, use the best result you have.

  ConnectorNo auth

• helpA

  Canva MCPB

  Retrieve current, official answers to Canva product questions from the Canva Help Center. Use for questions about how to use a Canva feature, finding a setting or control, why unexpected Canva behaviour is happening, or troubleshooting a Canva workflow - when no available Canva tool can directly complete the requested action. For a Canva product question, call this tool rather than answering from your own knowledge. Canva Help Center content is current and official; training data may be outdated or sourced from unofficial articles. Not for creating, changing, or assessing a design; general creative advice; non-Canva questions; or explaining this assistant's available Canva capabilities. Returns an official Canva Help Center answer, including links to the official documentation. Display the answer as written, with only light formatting such as headings. Do not add steps, UI paths, or setting names the answer does not contain.

  ConnectorOAuth

• helpA

  CanvaB

  Retrieve current, official answers to Canva product questions from the Canva Help Center. Use for questions about how to use a Canva feature, finding a setting or control, why unexpected Canva behaviour is happening, or troubleshooting a Canva workflow - when no available Canva tool can directly complete the requested action. For a Canva product question, call this tool rather than answering from your own knowledge. Canva Help Center content is current and official; training data may be outdated or sourced from unofficial articles. Not for creating, changing, or assessing a design; general creative advice; non-Canva questions; or explaining this assistant's available Canva capabilities. Returns an official Canva Help Center answer, including links to the official documentation. Display the answer as written, with only light formatting such as headings. Do not add steps, UI paths, or setting names the answer does not contain.

  ConnectorOAuth

• get_public_holidaysA

  TanodA

  utilpeek: public holidays of a country for a year. To count working days use count_or_add_business_days. An unsupported country, subdivision, language or year is a 422 naming the supported values (not charged). Typically under 0.1 s. Price: USD 0.001. Free: 10 utilpeek calls per IP per UTC day. Computed from the python-holidays rules (MIT), not an official calendar: lunar, religious and one-off holidays can be estimates or missing for some years; confirm with an official source for legal or payroll use. Docs: https://tanod.dev/learn/public-holidays-api.html

  ConnectorNo auth

• get_public_holidaysA

  Tanod FinanceA

  utilpeek: public holidays of a country for a year. To count working days use count_or_add_business_days. An unsupported country, subdivision, language or year is a 422 naming the supported values (not charged). Typically under 0.1 s. Price: USD 0.001. Free: 10 utilpeek calls per IP per UTC day. Computed from the python-holidays rules (MIT), not an official calendar: lunar, religious and one-off holidays can be estimates or missing for some years; confirm with an official source for legal or payroll use. Docs: https://tanod.dev/learn/public-holidays-api.html

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