"Parsing and Unparsing CSV Files for AI Context Use" matching MCP tools:

• check_textA

  WSC - Writing Style CheckerA

  Analyze text for writing style issues: weasel words, passive voice, duplicate words, long sentences, nominalizations, hedging, filler adverbs, and research-cited AI tells. Read-only and stateless — text is analyzed in memory on the hosted server and never stored. Returns a plain-text report with each issue's line and column, the matched text, surrounding context, and the reason for AI tells; texts over 100,000 characters return an error message. This hosted server has no filesystem access — the wsc-mcp npm package adds a check_file tool for local files. It only reports issues — to auto-remove duplicate words, follow up with fix_duplicates.

  ConnectorNo auth

• getTiktokPostsByKeywordsA

  Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ)A

  Search Tiktok posts by keywords with three response modes. Searches post descriptions and video transcripts. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: trend analysis, hashtag tracking, viral content discovery across Tiktok. Returns by default: id, description, username, createdAtDate. NOT for URL lookups or post ID lookups - use getTiktokPostsByIds instead. QUERY SYNTAX: Plain keywords (bitcoin, climate change), quoted phrases ("deep learning"), boolean expressions (AI AND crypto, bitcoin OR ethereum, politics NOT sports), or parenthesized groups ((startup OR entrepreneur) NOT "venture capital"). AND/OR/NOT must have a term on both sides. @handles like @karpathy are supported. Field operators (from:, lang:) are stripped. Forward slashes are treated as spaces (24/7 becomes 24 7). Date filters: OMIT startDate/endDate parameters by default to retrieve all posts. ONLY pass these if user explicitly requests specific date range (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. FIELDS parameter (optional): Specify to get additional/different fields. Available: Core (id, description, userId, username, nickname, createdAtDate), Engagement (likeCount, commentCount, playCount, forwardCount, collectCount, downloadCount), Media (videoThumbnail, videoUrl, duration, postType), Content (hashtags, transcriptsJson). This is a safe, read-only tool for analyzing searchable information.

  ConnectorOAuth

• check_textA

  Writing Style CheckerA

  Analyze text for writing style issues: weasel words, passive voice, duplicate words, long sentences, nominalizations, hedging, filler adverbs, and research-cited AI tells. Read-only and stateless — text is analyzed in memory on the hosted server and never stored. Returns a plain-text report with each issue's line and column, the matched text, surrounding context, and the reason for AI tells; texts over 100,000 characters return an error message. This hosted server has no filesystem access — the wsc-mcp npm package adds a check_file tool for local files. It only reports issues — to auto-remove duplicate words, follow up with fix_duplicates.

  ConnectorNo auth

• export_companies_csvA

  HandelsregisterA

  Beispiel: „Alle Steuerberatungskanzleien in Wien als CSV exportieren?“ Export a matched company set as downloadable CSV files (lead lists). Read-only over company data; each call writes new short-lived export files (auto-deleted after ~1 day). Parameters: - filters (optional): EXACTLY the same unified filters as search_companies. - sort (optional): same as search_companies (applies where the country supports the field). - max_rows (optional, default 1000, max 10000): per-country row ceiling. - country (optional, default "all"): "AT" | "DE" | "all". Returns {countries: {<code>: {download_url, rows, columns, ...}}, notices}. ONE CSV per country (semicolon-separated, UTF-8 BOM, Excel-ready): each register exports its own column set - DE files have no financial columns yet (blank would wrongly read as zero). Download links are signed and valid ~60 minutes. A filter a country does not support excludes that country with a notice, like search_companies. For browsing/ranking on screen use search_companies instead.

  ConnectorOAuth

• export_companies_csvA

  FirmenbuchA

  Beispiel: „Alle Steuerberatungskanzleien in Wien als CSV exportieren?“ Export a matched company set as downloadable CSV files (lead lists). Read-only over company data; each call writes new short-lived export files (auto-deleted after ~1 day). Parameters: - filters (optional): EXACTLY the same unified filters as search_companies. - sort (optional): same as search_companies (applies where the country supports the field). - max_rows (optional, default 1000, max 10000): per-country row ceiling. - country (optional, default "all"): "AT" | "DE" | "all". Returns {countries: {<code>: {download_url, rows, columns, ...}}, notices}. ONE CSV per country (semicolon-separated, UTF-8 BOM, Excel-ready): each register exports its own column set - DE files have no financial columns yet (blank would wrongly read as zero). Download links are signed and valid ~60 minutes. A filter a country does not support excludes that country with a notice, like search_companies. For browsing/ranking on screen use search_companies instead.

  ConnectorOAuth

• generate_weather_logA

  Zovo Weather HistoryA

  Use this when the user wants weather history, historical weather data, historical weather by date and location, or a daily weather data download. Reads station observations and generates Excel and CSV weather logs with rain days for construction delay and thresholds. US only; up to five sites and 366 days, from 1900 through today UTC. Files expire in about an hour. Do not use for forecasts, current conditions or certified weather reports.

  ConnectorNo auth

• getInstagramCommentsByPostIdA

  Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ)A

  Get COMMENT CONTENT (text, likes) for an Instagram post. Returns the actual comment objects with text and metadata. RETURNS COMMENT DATA: id, text, username, createdAtDate, likeCount, childCommentCount. Use for reading what people said. NOT FOR USER PROFILES: To get detailed user profiles (bio, followerCount, followingCount) of commenters, use getInstagramPostInteractingUsers with interactionType="commenters" instead. IMPORTANT: postId must be in strong_id format (e.g., "3606450040306139062_4836333238") - use the full "id" value from other Instagram tools, NOT just the media_id. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback for fresh data. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: sentiment analysis, reading discussions, analyzing comment content, engagement patterns. Date filters: OMIT startDate/endDate parameters by default. ONLY pass these if user explicitly requests specific date range (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. Optional fields: ["id", "text", "username", "createdAtDate", "likeCount"]. This is a safe, read-only tool for analyzing searchable information.

  ConnectorOAuth

• getTiktokCommentsByPostIdA

  Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ)A

  Get COMMENT CONTENT (text, likes) for a Tiktok post. Returns the actual comment objects with text and metadata. RETURNS COMMENT DATA: id, text, username, createdAtDate, likeCount. Use for reading what people said. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Auto API fallback for fresh data. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. CSV (responseType="csv"): Async single CSV download, returns operationId, poll for S3 link. CODE EXECUTION: For csv mode, download CSV and use code execution to analyze full dataset. Ideal for: sentiment analysis, reading discussions, analyzing comment content, engagement patterns. Date filters: OMIT startDate/endDate by default. ONLY pass if user explicitly requests date range. IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. Optional fields: ["id", "text", "username", "createdAtDate", "likeCount"]. This is a safe, read-only tool for analyzing searchable information.

  ConnectorOAuth

• orbit_file_initA

  Orbitagents GTM Brain and AI OS for AgentsA

  Step 1 of uploading a BINARY file artifact (deck, PDF, image, CSV, zip). **For text/markdown content (md, txt, csv, json, yaml, html), use `orbit_file_put_text` instead. It's a single call, no client approval prompt, lands as ready immediately.** ALWAYS returns mode='signed' with upload_url. PUT the exact raw bytes there, then call orbit_file_commit. Inline base64 uploads are disabled because they corrupt files in tool-call environments. Max 20MB, or 500MB on a paid plan (Pro) (a bigger file returns file_too_big_for_plan: tell the operator, do not retry). **`ref`. REQUIRED for any file you might update later.** A `ref` is a stable lowercase slug (e.g. `wiki/brand-guidelines`, `output/q3-investor-deck`, `vault/pricing-sheet`) that identifies the LOGICAL file, separate from its bytes. Reuse the SAME ref every time you re-upload that file. Orbit will version it in place (v1, v2, v3…), keep the old versions in history, and show only the current one in the Files/Vault UI. Without `ref`, each upload becomes a brand-new file and pollutes the operator's workspace. **Before uploading, check if a ref already exists** for this file via orbit_search or your prior turn context. Convention: `wiki/<slug>` for knowledge, `output/<slug>` for deliverables, `vault/<slug>` for canonical operator files. Omit `ref` ONLY for truly one-off artifacts you will never update (e.g. a per-run screenshot or transcript dump).

  ConnectorNo auth

• combine_spreadsheetsA

  Zovo Spreadsheet MergeA

  Use this when the user wants to stack or append many spreadsheets into one: "combine multiple csv files into one", "merge 12 monthly excel files", "combine excel files with different column names", "append these exports into one sheet", "combine all sheets into one". Takes 1 to 24 CSV, TSV or .xlsx files (or pasted tables). Aligns columns by identical name, then same name with different case or spacing, then a synonym table (Amt = Amount, Txn Date = Date, Memo = Description), then fuzzy spelling matches that are listed for confirmation; a specific column is not folded into a more general one (Spouse First Name stays separate from First Name). Adds a Source file column, decides day/month order once per file, reads EU number formats, removes total rows and repeated headers (listed), and reports each column decision. Returns an Excel workbook (Combined, Column mapping, Files, Excluded rows, Summary) and a CSV. Does not join files side by side on an ID (use join_spreadsheets) and does not do mail merge.

  ConnectorNo auth

• dante.forge_geo_shieldA

  Dante IX — Brand & GEO IntelligenceA

  Generate production-ready technical Generative Engine Optimization (GEO) artifacts for a brand domain: `/llms.txt` manifest, `/.well-known/ai-catalog.json`, `Schema.org JSON-LD` (`Organization`, `Service`, `FAQPage`), and `robots.txt` rules for AI crawlers (`GPTBot`, `OAI-SearchBot`, `ClaudeBot`, `PerplexityBot`, `Google-Extended`). Returns a JSON bundle (`llms_txt_content`, `ai_catalog_json`, `json_ld_script`, `robots_txt_snippet`, and `domain_seal_sha256`). Side effects & latency: Read-only deterministic synthesis (<300ms); never modifies external websites and makes zero LLM calls. Constraints: `brand_name` must match the stem of `domain_url`, and URLs in `official_facts` must belong to `domain_url`. Auth & quota: Consumes 0 live audit credits. Without `DANTE_API_KEY`, returns a 30% preview at $0 cost; with a paid `dnt_live_` key (`PRO_INHOUSE` 1 domain or `AGENCY_PARTNER` 10 domains), returns 100% deployable files sealed for that domain. When to use: Use `dante.forge_geo_shield` to generate `/llms.txt` and `JSON-LD` files for AI crawler discovery. Use `dante.remediate_hallucination` instead when countering a specific false AI claim.

  ConnectorNo auth

• hgr_get_active_listingsA

  Hustle Got RealC

  Lists active listings for the selected visible store/channel. Use this for store-wide active listing/product questions, including most expensive products/listings, cheapest products/listings, stock checks, price ranking, source/supplier usage and other active listing aggregation. First resolve the store with hgr_list_channels, then call this tool using channelOAuthId from the selected store. For rankings, filtering and summaries, pass fields/sortBy/sortDirection/limit directly to this tool and answer from its response. For product source/supplier questions, request the source field when available; source means supplier/source marketplace. Use sourceId only to resolve visible supplier/source names. Do not use origin for source/supplier questions: origin means listing creation mechanism such as Catalog, BulkLister, WeListForYou, Extension, AI Publisher or AI Agent. The response can be a compact schema/data payload: interpret each data row by matching positions with schema; this is not an error and does not require a second pass. Public replies use visible product ids and marketplace references. Do not use this tool to construct CSV, XML, XLSX, feed or bulk export files. Requires HGRApi Header channel / ChannelOAuthId resolved internally.

  ConnectorNo auth

• hgr_get_active_listingsA

  Hustle Got RealC

  Lists active listings for the selected visible store/channel. Use this for store-wide active listing/product questions, including most expensive products/listings, cheapest products/listings, stock checks, price ranking, source/supplier usage and other active listing aggregation. First resolve the store with hgr_list_channels, then call this tool using channelOAuthId from the selected store. For rankings, filtering and summaries, pass fields/sortBy/sortDirection/limit directly to this tool and answer from its response. For product source/supplier questions, request the source field when available; source means supplier/source marketplace. Use sourceId only to resolve visible supplier/source names. Do not use origin for source/supplier questions: origin means listing creation mechanism such as Catalog, BulkLister, WeListForYou, Extension, AI Publisher or AI Agent. The response can be a compact schema/data payload: interpret each data row by matching positions with schema; this is not an error and does not require a second pass. Public replies use visible product ids and marketplace references. Do not use this tool to construct CSV, XML, XLSX, feed or bulk export files. Requires HGRApi Header channel / ChannelOAuthId resolved internally.

  ConnectorNo auth

• export_documentsA

  bol-aiA

  Export completed extractions as TMS/ERP-ready normalized line rows (one row per container / invoice line / package / goods line), newest first. Optional doc_type filter and max_rows cap. Corrected data wins over the original extraction. For CSV/XLSX files use GET /api/bol/export on the REST API.

  ConnectorNo auth

• onedrive_read_fileA

  Local MCPB

  Reads a text file from your OneDrive synced folder. Supports .txt, .md, .csv, .json, .xml, .log and several code file types. Auto-detects UTF-8, falls back to Latin-1/Windows-1252 for legacy files (common in Latin American banking .TXT padrones). For files elsewhere on this Mac, use file_read.

  ConnectorOAuth

• get_finding_remediationA

  RoutebaseA

  Get remediation advice for a single finding as GitHub-flavored markdown. When AI Assist is enabled and within budget this is a suggestion written for this exact finding; otherwise it falls back to the static guidance-library text and says so in 'source'. Unlike the other reads this one can spend AI budget, which is why it is a separate tool. Use this for advice on one finding; for the whole library use list_security_guidance. Requires project context.

  ConnectorAPI key

• seo_generate_sitemap_and_robotsA

  mcp-seoA

  Generates production-ready, standard-compliant sitemap.xml and robots.txt files with crawler directives for Googlebot, Bingbot, and AI search engines (GPTBot, ClaudeBot, PerplexityBot). USAGE GUIDELINES: - Use when a website is missing sitemap.xml or robots.txt, or needs clean, updated configuration files. - Do NOT use to audit existing files; use 'seo_audit_robots_and_sitemap' instead. - Do NOT use to crawl pages; use 'seo_audit_sitemap_multipage' instead. BEHAVIORAL TRANSPARENCY: - Pure generation tool. Returns formatted XML and robots.txt file contents as text output. Does not write to disk directly unless copied by user.

  ConnectorNo auth

• export_campaign_dataA

  ClearvoyanceA

  LEGACY wallet flow — new integrations should use create_account and launch_campaign (API key + prepaid balance, no wallet). (get_campaign_results is its equivalent for the key flow, as JSON with the AI report.) Exports raw response data for a completed campaign as CSV text. Each row contains a response ID, submission timestamp, and one column per question with the participant's audio transcription as the value. Only available after campaign expiry. AI insight reports are not included (raw data only). Data is deleted 30 days after the first export — check agentDataExpiresAt from get_campaign_details. Requires the sessionToken from verify_login_signature.

  ConnectorNo auth

• read_file_contentA

  AccountHubA

  Read one Drive file's TEXT content by id. Google-native docs (Docs/Sheets/Slides) are exported as text (default text/plain, spreadsheets text/csv — override with export_mime_type); other files are read as UTF-8 text directly (garbles binary formats like images/PDFs — use download_file_content for those). Content is capped (large files are truncated, `truncated: true`). Needs the Drive CONTENT scope (drive.readonly) — accounts without it get a reconnect hint. Pass `account` when more than one content-capable account is connected.

  ConnectorOAuth

• drive_readA

  ecomdlyA

  Read one Google Drive file by id (from drive_search) as text: a Google Doc or Slides as plain text, a Google Sheet as CSV (its first sheet), a text, CSV, JSON, Markdown or XML file as it is. Other files (PDF, images, Office) return their details and link only. Long files are cut; say so when you quote them.

  ConnectorNo auth

• drive_readA

  emdlyA

  Read one Google Drive file by id (from drive_search) as text: a Google Doc or Slides as plain text, a Google Sheet as CSV (its first sheet), a text, CSV, JSON, Markdown or XML file as it is. Other files (PDF, images, Office) return their details and link only. Long files are cut; say so when you quote them.

  ConnectorNo auth