"A server for searching information across multiple files" matching MCP tools:

• code_searchA

  searchcodeA

  Fast code search across any public git repo. Returns file paths, line numbers, and code snippets with context. Supports regex, boolean queries, fuzzy matching, and structural filters (declarations, usages, strings, comments). Dependency/build directories excluded by default. Searching for leaked secrets? Call code_analyze instead and read security_summary — it runs a real secret and credential scanner over the whole repository, where searching for key prefixes like "sk-", "ghp_" or "AIza" only matches the spellings you happened to think of.

  ConnectorNo auth

• atlas_start_batch_gemA

  CareerProof MCPA

  Start a batch GEM analysis across multiple candidates (10 credits per candidate). Returns a job_id. Poll with atlas_get_batch_gem_status(job_id) until status='completed', then fetch results with atlas_get_batch_gem_results(job_id). Requires context_id from atlas_list_contexts and candidate_ids from atlas_list_candidates. All candidate CVs must be fully parsed.

  ConnectorOAuth

• search_locationsA

  whentoflyA

  Resolve a city or airport name or code before searching flights. Returns typed values such as city:SHA to search every catalog airport in Shanghai or airport:SHA for Hongqiao only. Pass the selected value unchanged to search_flights. Ask the traveler when multiple results are plausible.

  ConnectorNo auth

• demand.create_watchA

  iwant.fyi - shop, price-check and keep lookingA

  Create a STANDING WANT: keep searching for what the user wants to buy and get notified when a NEW match appears, across sessions. Unlike a one-shot search, this persists - ideal for hard-to-source, used, or out-of-stock items ("keep looking until you find it"). Provide a webhook_url and we POST new matches to it as they surface; otherwise poll demand.list_watches. Same query shape and enforced constraints as demand.search. WITHOUT AN API KEY this works too, under limits: no webhooks, three standing wants at a time, a six-hour minimum re-check, and a seven-day life. Any limit applied to your request comes back in `notes`.

  ConnectorNo auth

• search_contactsA

  AccountHubA

  Search the user's Google Contacts (saved contacts + Google's auto-collected "other contacts") across all connected Google accounts, by name (or partial name/email). Returns each match's name, primary email, full email list (for people with several addresses), and source ('contact' = saved, 'other' = auto-collected). Use this to resolve a person's NAME to an email address before composing/sending a message — on 0 matches, fall back to searching past message history or ask the user directly; on multiple matches, ask the user which one before proceeding. Accounts without the contacts scope are skipped and reported in `errors` with a reconnect hint. Call list_accounts to learn account labels. Read-only — no contact writes.

  ConnectorOAuth

• get_profileA

  teas.co.ukA

  Use this to confirm which teas.co.uk account is linked, for example before my_orders, my_subscriptions or rewards_balance, or when the customer asks which account they are signed in with. It takes no input: the account comes from the sign in. It returns an opaque account id that stays the same across sign ins and reconnections, with a display name and email for showing to the customer. Without a linked account it returns an error, with a sign in prompt where the host supports one. Not needed for shopping: searching, the basket and checkout work without an account.

  ConnectorNo auth

• get_scheduleA

  FastballAPIA

  Use for upcoming games (next 1-30 days, default 7) with the median line across posted sportsbooks: moneylines, run line and total. For every book's line use get_odds. Costs 2 credits. Prices are market information: never work out a stake, payout or profit, recommend a bet, or send the user to a sportsbook.

  ConnectorNo auth

• jumia_sitemapsA

  Crawlora MCPB

  Lists the sitemap files one Jumia storefront publishes (products, brands, categories and curated pages), each with name, type, language, last-modified date and URL. Pass a returned name to jumia_sitemap_urls to read the URLs in it. Use it to discover the product catalog in bulk instead of searching. Jumia challenges many connections, so a call can take up to about 50 seconds and may fail with a retryable 503.

  ConnectorNo auth

• jumia_sitemapsA

  Crawlora MCPB

  Lists the sitemap files one Jumia storefront publishes (products, brands, categories and curated pages), each with name, type, language, last-modified date and URL. Pass a returned name to jumia_sitemap_urls to read the URLs in it. Use it to discover the product catalog in bulk instead of searching. Jumia challenges many connections, so a call can take up to about 50 seconds and may fail with a retryable 503.

  ConnectorNo auth

• batch_upload_pdfA

  KDAN PDFA

  Upload multiple PDF files from ChatGPT file attachments. Use this when the user provides multiple file attachments in ChatGPT. Downloads each PDF from its signed URL and stores it. Returns session_id and a list of job_ids. Like upload_pdf, this ONLY works on hosts that resolve chat attachments for you (ChatGPT). On Claude and other MCP clients, call create_upload_page instead. Never invent or guess a download_url or file_id. MANDATORY WORKFLOW before calling this tool: 1. ALWAYS call check_upload_status FIRST — even if you think the files are new. 2. Only include files confirmed absent from check_upload_status. If ALL files are already uploaded, skip batch_upload_pdf entirely and reuse the existing job_ids. 3. Reuse job_ids from already_uploaded — do NOT re-upload those files. Skipping step 1 and calling batch_upload_pdf directly is FORBIDDEN. After batch_upload_pdf completes: if the user requested a comparison, call 'compare_pdfs' with the returned job_ids immediately.

  ConnectorNo auth

• create_document_from_uploadA

  GoodSignA

  Turn a PDF you PUT to a create_upload_url url into a GoodSign document. Call this only after the PUT has finished successfully. GoodSign discovers any text tags in the PDF (see create_upload_url for the full TAG REFERENCE and rules) and creates one field per tag plus one signer per distinct signer key automatically. This does NOT send anything or email anyone — the result behaves like a template: check it with get_document, then send it with send_from_template. The created document can only be sent once — to send the same PDF again, upload it again with create_upload_url and call this tool a second time. If the response includes warnings about unreadable tags, fix the tag text in the source document, re-export the PDF, call create_upload_url again and retry. MULTIPLE PDFs IN ONE ENVELOPE (e.g. an NDA plus a contractor agreement, signed together for 1 credit): create the first document normally, then for each extra PDF call create_upload_url, PUT it, and call this tool with attach_to_uuid set to the first document's uuid. Signers see the files in the order they were added. Use the same signer keys across files for the same person — one signer per distinct key across the whole envelope. Send once, with the first document's uuid.

  ConnectorNo auth

• mfapi.schemes.searchA

  apibaseB

  Search across 37,000+ AMFI-registered India mutual fund schemes by name keyword. Returns matching scheme codes, names, and ISIN identifiers. Use the returned scheme_code to fetch current or historical NAV data. Supports partial matches — searching "HDFC" returns all HDFC schemes; "mid cap" returns all mid-cap funds. Data source: MFAPI (api.mfapi.in), MIT license, no authentication required.

  ConnectorNo auth

• FLOWRA_REMOTE_BASHA

  FlowraA

  Run bash on the same remote sandbox as FLOWRA_JS_REMOTE_WORKBENCH for this session.id. Files under /home/user/files stay between calls. The shell itself starts fresh each time. With session.id and useWorkbenchSnapshot (default true), the latest FLOWRA_MULTI_EXECUTE_TOOL snapshot is at /home/user/files/multi_execute.json (also FLOWRA_WORKBENCH_JSON). That snapshot only exists if the earlier call set syncResponseToWorkbench: true. Use this for shell work on those files: jq, grep, sort, unzip, wc, listing directories. It has no run_tool, invoke_llm, or proxy_execute helpers and keeps no variables between calls. To call app tools, an LLM, or a connected API from the sandbox, or to keep state across steps, use FLOWRA_JS_REMOTE_WORKBENCH. Neither tool can call FLOWRA_MULTI_EXECUTE_TOOL or any other meta tool.

  Connector

  Destructive

  API key

• write_app_filesA

  Control PlaneA

  Create, edit, append to, move, or delete the text files of an app you write for the user, stored on Control Plane per org and app NAME across calls and sessions; NAME is also the image and workload name. In a shell on the user's machine with a working cpln CLI (never a chat app's sandbox), prefer a directory there and `cpln image build --remote --dir PATH --name NAME:TAG --org ORG`, so the user keeps the code. Whole files in files, a large file in parts through appends, exact-text replacements in edits, removals in deletePaths, moves and renames (uploaded files too) in moves, at most 200 files per call. Files the user has (images, fonts, PDFs, data) never go inline: create_app_files_upload_link takes the ones that stay as they are until the next build, and content the owner changes after launch is uploaded through the app once it runs. Never include credentials or a .env with values. A Dockerfile is optional for common stacks. An app that keeps anything (content its owner changes, records, files, or sign-ins; for example a portfolio, a blog, or a shop): plan_app before the first write. Then deploy_app with the same NAME builds and runs it.

  Connector

  Destructive

  OAuth

• 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

• find_accountantsA

  Ilicompta — experts-comptables en FranceA

  Parse a simple French or English request such as 'Comptable LMNP à Lyon utilisant Pennylane' and search the public catalog with AND filters. This limited deterministic parser asks for clarification before searching if words, negations, multiple values or conflicting locations cannot be represented. On clarification_needed, ask the user; never retry by dropping their requirements. Read interpretation.matched, cite citation_url plus original evidence, and state that website mentions are not certifications. Prefer search_cabinets with get_taxonomies for exact filters and firm names.

  ConnectorNo auth

• get_skill_filesA

  GoodeyeA

  Fetch multiple files from a skill version's file tree in a single call. ``paths`` is a list of relative paths, each of which must exactly match a row in the skill's file manifest (use ``get_skill`` to see the manifest). Envelopes are returned in lexicographic path order. Each envelope carries the same fields as ``get_skill_file``. Unknown paths appear as per-path ``error: "not_found"`` envelopes rather than failing the whole request. Once the aggregate inline budget is exhausted, remaining inline-eligible files are returned as ``error: "batch_response_cap_exceeded"`` references with no content. Every requested path appears exactly once in the response. Requires view access on the skill. Returns ``{"files": [...]}``.

  ConnectorOAuth

• parliament_find_memberA

  UK Legal ResearchA

  USE THIS TOOL WHEN you have a member's name and need their integer member_id. Returns all members matching the name query, each with the integer `id`, party, constituency, house, and current-sitting status. Disambiguates common-name matches (e.g. "Lord Smith" returns multiple peers). CALL THIS BEFORE any tool that filters by member_id — including parliament_get_debate_contributions, parliament_member_debates, and parliament_member_interests. Name → ID first; ID-based filtering second. Skipping this step and text-searching by name returns unrelated results (see parliament_search_hansard's anti-bypass note for the Pannick case).

  ConnectorNo auth

• law_parliament_find_memberA

  UK Business Tools - LedgerhallB

  USE THIS TOOL WHEN you have a member's name and need their integer member_id. Returns all members matching the name query, each with the integer `id`, party, constituency, house, and current-sitting status. Disambiguates common-name matches (e.g. "Lord Smith" returns multiple peers). CALL THIS BEFORE any tool that filters by member_id — including parliament_get_debate_contributions, parliament_member_debates, and parliament_member_interests. Name → ID first; ID-based filtering second. Skipping this step and text-searching by name returns unrelated results (see parliament_search_hansard's anti-bypass note for the Pannick case).

  ConnectorNo auth

• getInstagramPostsByIdsA

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

  Get multiple Instagram posts by IDs (1-50 IDs per request). Returns results directly. Returns only found posts, omitting not-found IDs for flexibility. First searches database, then external API for missing/stale data in parallel. Use when you have multiple exact post IDs. NOT for search - use getInstagramPostsByKeywords. PERFORMANCE: Much more efficient than multiple single-ID calls. Batches database queries and parallelizes API calls. IMPORTANT: postIds must be in strong_id format (e.g., "3606450040306139062_4836333238") - use the full "id" value from other Instagram tools, NOT just the media_id. To find a post from an Instagram URL (e.g., instagram.com/p/ABC123/), extract the shortcode from the URL path and use getInstagramPostsByKeywords to search, or ask the user for the post ID. Optional fields parameter for performance: ["id", "caption", "likeCount"]. Returns: results array with id, caption, userId, username, createdAtDate, engagement metrics, count, dataSource. This is a safe, read-only tool for analyzing searchable information.

  ConnectorOAuth

• format_batchA

  CaliperA

  Analyze multiple geometry files in a single batch request. Submit up to 10 files, receive a single quote, pay once, and get structured metadata for all files. Supports mixed formats. Read-only analysis — does not modify, convert, or repair files. Payment is required via x402 (USDC on Base) or card via MPP (Stripe). If no payment is provided, the response includes the total price and per-file breakdown. Retry with the payment argument containing "transaction", "network", and "priceToken". Partial success: if some files fail processing, you still receive results for the files that succeeded. Privacy policy: https://caliper.fit/privacy

  ConnectorNo auth