"Understanding File Reading in Programming" matching MCP tools:

• get_player_templateA

  turnaleA

  A blank Excel workbook the organiser fills in and hands back: Name, Level, Gender, Comments, one player per row, with a sheet explaining each column. Offer it when the organiser has no list ready, asks how to send their players, or would rather work in a spreadsheet than paste names into chat. Needs no key. The file comes back both as a download link and as an attachable file. Reading a filled-in sheet needs no tool: parse it yourself and send the rows to add_players.

  ConnectorNo auth

• get_wiki_attachmentA

  KaikuA

  Read one file attached to a wiki page — its bytes, base64-encoded — identifying the page by 'pageId' or by 'spaceKey' + 'title' and the file by 'filename' as get_wiki_page lists it. This is how a file is copied from one page to another: read it here, write it with add_wiki_attachment. The bytes travel as text through the conversation and cost roughly a third more than the file itself, so there is a size ceiling; for anything larger — or for putting the file on disk — the pm-files MCP server saves it to a path instead (local_files_setup says how to connect it). Reading needs only permission to see the page.

  ConnectorNo auth

• mcpConvertA

  AILANG ParseA

  Create a document in another format: docx, pptx, xlsx, odt, odp, ods, html, md or qmd. To write a new document, write Markdown and send it as content with filename "notes.md" (headings become slides in pptx). To convert an existing document, give it ONE way: fileRef: a file the user uploaded (mcp-file://docparse/file_...). file: in ChatGPT, the file the user attached (ChatGPT fills it in). content + filename: the document itself; binary files base64-encoded with contentEncoding="base64", text as plain text. input: an https:// URL of a publicly reachable document, or a sample id from mcpFormats. Which way to send a file: a file in your sandbox or workspace: call createUpload (one token PER FILE; set count for several) and run its curl line, then pass the fileRef here. curl fails with a network error, or the user wants to pick a file: call uploadDocument (the user chooses it in the AILANG Parse card). The card parses the file; it does not convert or edit it. a public https:// link; short text as content. In ChatGPT, file. Never parse the file yourself (your own script, or your own reading of it) and present that as this tool's result: if the file cannot be sent, tell the user. The result carries download_url, a link to the generated file valid for one hour: give it to the user. It also carries the file as base64 in content (encoding "base64"; text formats come back as utf8).

  ConnectorNo auth

• inboxA

  ExMachina AI — agent research roomsA

  New messages, findings and reviews in the rooms you belong to, since your cursor. Reading NEVER advances the cursor — the same window replays until you ack, so crashing between reading and acting costs nothing. Returns an ack_cursor to hand to ack.

  ConnectorNo auth

• tascan_get_buildA

  TaScanA

  Manifest of a stored build bundle by build_ref (protocol v0.2 build_artifacts): the exact files the executor produced for the cycle's artifact_paths, each with sha256, byte length and whether text content is stored (binary or over-cap files keep the sha only). build_ref = sha256 over the manifest, computed in the database once; the reviewer reviews THESE bytes, the human approves THIS ref, the integrate task records THIS ref. Read tier. Use tascan_get_build_file to read a file. Truncated at 12000 chars. Reading the manifest is discovery, not a read of any file.

  ConnectorNo auth

• device_file_deleteA

  Robot Actions — Remote Device ControlB

  Delete a file or directory on the device (recursive). Counterpart of ios_file_delete. NOT REVERSIBLE — there is no trash on Android. Refuses the storage roots (/, /sdcard, /storage/emulated/0, /data, /system): an agent asking to delete one of those has almost always built the path wrong, e.g. an empty variable in /sdcard/${dir}. Deleting a path that does not exist is reported as an error rather than a silent success, so a wrong path surfaces instead of reading as done.

  Connector

  Destructive

  OAuth

• dev.code.languagesA

  apibaseB

  List all 71 available programming languages and their IDs for code execution. Common IDs: 71=Python 3.8, 63=JavaScript (Node.js), 62=Java, 54=C++ (GCC), 60=Go, 73=Rust, 51=C#, 46=Bash. Returns full list with compiler/interpreter versions (Judge0 CE)

  ConnectorNo auth

• get_document_fileA

  TrackberryA

  The original file of one document, for reading it yourself: a PDF comes back as the file, a picture as an image, a text or CSV file as text. Use it when get_document_data does not have the answer, to check a value against the original, or when the user asks to see or read the document. Prefer get_document_data first: it is smaller and already structured. Only documents with `downloadable` true in list_documents have a file. PDFs up to 5 MB, pictures up to 3.75 MB and text up to 200 KB can be sent; spreadsheets and other formats cannot be read here, so use get_document_data for them.

  ConnectorOAuth

• get_docA

  Pine ScriptA

  USE WHEN reading the full content of a Pine Script v6 documentation file. Returns the file content; when limit is set, a header shows the char range and offset to continue reading. AFTER calling this tool, use offset=<end> to continue if the header indicates more content is available. For large files (ta.md, strategy.md, collections.md, drawing.md, general.md), prefer list_sections() + get_section() instead. Data sourced from bundled Pine Script v6 documentation.

  ConnectorNo auth

• enrich_providerA

  apis-ioB

  One call, pick your field groups — resolves a slug OR any identifier and returns exactly the groups you ask for, instead of chaining get_provider + get_provider_rating + get_provider_artifacts + get_provider_onboarding. Groups: profile, onboarding, artifacts, rating, insights. Understanding plan — the base groups moved with the rest of the discovery layer on 2026-08-31. Priced B2 (cross-catalog synthesis) — $0.05 per call under pay-as-you-go; included in Understanding and Influence. See apis://prices.

  ConnectorNo auth

• convert_document_to_markdownA

  AgentMDA

  Convert a document you already have (PDF, DOCX, HTML, plain text) to clean, LLM-ready markdown. Pass the file contents as base64. Supports reading only part of a large document: PDF page ranges, a heading outline, a single section, or a token cap.

  ConnectorNo auth

• insights_industriesA

  apis-ioB

  UNDERSTANDING — the demand-side industry rollup: the sectors the profiled companies fall into. Each row carries TWO counts and they answer different questions: `company_count` is the research roster, `profiled_count` is how many of those you can actually read back via find_company_insights(industry:) — size a cohort on profiled_count. The counterpart to find_industries, which counts SUPPLY (providers publishing APIs into a vertical) — this counts DEMAND (companies buying into it). Comparing the two is how you find a sector with buyers and no sellers. Priced B2 (cross-catalog synthesis) — $0.05 per call under pay-as-you-go; included in Understanding and Influence. See apis://prices.

  ConnectorNo auth

• generate_documentA

  ClauseAIA

  Use this after reading the field schema, to fill published fields and return markdown plus a download link. Do not invent clause text. Call it once per document: the result always includes the markdown text, download_url is the file in the requested format, and editable_download_url is a Word copy the user can edit. Answers are short values for the published fields; unknown keys, overlong values, and choices outside a field's options are rejected with instructions for fixing them.

  ConnectorNo auth

• list_categories_api_agents_categories_getA

  Agentry — The Trust Layer for the Agent EconomyB

  List Categories List all agent categories with counts. Returns every category in the directory along with the number of agents in each. Useful for building category filters or understanding the directory's coverage areas. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **Example Response:** ```json [ { "category": "Category", "count": 1 } ] ```

  ConnectorNo auth

• get_nowA

  Cameron Rye Portfolio MCP ServerA

  Return what Cameron is currently working on, learning, building, reading, and up to in life — the live /now page sections.

  ConnectorNo auth

• get_readingA

  Cameron Rye Portfolio MCP ServerA

  Return Cameron's reading list — books currently reading, finished, or abandoned, with notes. Filter by status if given.

  ConnectorNo auth

• list_sectionsA

  Pine ScriptA

  USE WHEN navigating a large documentation file before reading a specific section. Returns a newline-separated list of # and ## headers (### excluded) in the file. AFTER calling this tool, call get_section(path, header) with a header from this list. Data sourced from bundled Pine Script v6 documentation.

  ConnectorNo auth

• get_sectionA

  Pine ScriptA

  USE WHEN reading a specific named section from a Pine Script v6 documentation file. Returns the section content from the matched header to the next same-level header, with file path and line range. AFTER calling this tool, call list_sections(path) if the header was not found, or get_section() again with a child header for a narrower subsection. Data sourced from bundled Pine Script v6 documentation.

  ConnectorNo auth

• get_mission_statsA

  mcp-serverA

  Get aggregate statistics about missions on the HomeVisto platform. Returns total counts, status breakdown, and average bounty information. Useful for understanding platform activity.

  ConnectorNo auth

• editDocumentA

  AILANG ParseA

  Edit a document: parse it, apply a JSON array of edit deltas, and return the modified blocks (same shape as mcpParse with outputFormat "blocks"). deltas "" or "[]" returns the document unchanged. Office formats only: docx, pptx, xlsx, odt, odp, ods. Give the document ONE way: fileRef: a file the user uploaded (mcp-file://docparse/file_...). file: in ChatGPT, the file the user attached (ChatGPT fills it in). content + filename: the file base64-encoded, contentEncoding="base64", e.g. filename "contract.docx". filepath: an https:// URL of a publicly reachable document, or a sample id from mcpFormats such as "sample_docx_formatting". To get a file back, pass the edited blocks' Markdown to mcpConvert. Which way to send a file: a file in your sandbox or workspace: call createUpload (one token PER FILE; set count for several) and run its curl line, then pass the fileRef here. curl fails with a network error, or the user wants to pick a file: call uploadDocument (the user chooses it in the AILANG Parse card). The card parses the file; it does not convert or edit it. a public https:// link; short text as content. In ChatGPT, file. Never parse the file yourself (your own script, or your own reading of it) and present that as this tool's result: if the file cannot be sent, tell the user.

  ConnectorNo auth

• billing.statusA

  Admin SubstituteA

  Check subscription status, plan details, billing cycle, and feature access. Useful for understanding what the business can and cannot do on their current plan.

  ConnectorNo auth