# India API (io.github.dharunashokkumar/india-api): tool descriptions scored - tools/list taken: 2026-11-02 (UTC) - From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.dharunashokkumar%2Findia-api/versions/latest) - Connected to: https://api.dharun.dev/mcp - Homepage: https://api.dharun.dev/ai - Repository: https://github.com/dharunashokkumar/api.dharun.dev - Scoring rules: v2 - Tools: 80 - Average: 45.0 / 100 (Cloudy) - Near-identical pairs: 0 This page shows how India API (io.github.dharunashokkumar/india-api)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from. Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since. ## Across the server - Major: 80 tools. Above 40, models choose less accurately. ## Tools - `search_banks`: 31 / 100 - Major: The description only restates the name (9 words). - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `find_constituency`: 32 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: lat, lng. - Minor: String arguments with no constraint or example: pincode. - Minor: Says nothing about what it returns. - `get_thirukkural`: 32 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: number. - Minor: Says nothing about what it returns. - `search_thirukkural`: 32 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: chapter, paal. - Minor: Says nothing about what it returns. - `detect_language`: 35 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: text. - Minor: Says nothing about what it returns. - `get_panchang`: 36 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: lat, lng. - Minor: String arguments with no constraint or example: date. - Minor: Says nothing about what it returns. - `get_sun_and_moon`: 36 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: lat, lng. - Minor: String arguments with no constraint or example: date. - Minor: Says nothing about what it returns. - `merge_pdfs`: 36 / 100 - Major: The description only restates the name (8 words). - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `find_post_offices_near`: 37 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: lat, lng. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - `find_satellites`: 37 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: group. - Minor: Says nothing about what it returns. - `compress_pdf`: 39 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `lookup_airport`: 39 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `lookup_pincode`: 39 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: pincode. - Minor: Says nothing about what it returns. - `lookup_railway_station`: 39 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: code. - Minor: Says nothing about what it returns. - `make_barcode`: 41 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: text. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - `make_qr_code`: 41 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `count_tokens`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: text. - Minor: Says nothing about what it returns. - `get_image_info`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `get_indian_states`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `get_mutual_fund_nav`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `get_pdf_info`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `lookup_hsn_code`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `lookup_ip_address`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `lookup_rto`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `read_barcodes`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `read_text_in_image`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `transliterate_roman_typing`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - `check_dns`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `compile_typst`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: source. - Minor: Says nothing about what it returns. - `hash_image`: 44 / 100 - Minor: Says nothing about what it returns. - `lookup_ifsc`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `redact_indian_identifiers`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: text. - Minor: Says nothing about what it returns. - `render_pdf_page`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `select_pdf_pages`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `text_to_speech`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: speed. - `traceroute_from_india`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `transcribe_audio`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `validate_identifier`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `check_email_address`: 45 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: email. - Minor: Says nothing about what it returns. - `check_indian_phone_number`: 45 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `check_tls`: 45 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `list_holidays`: 45 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: month. - Minor: Says nothing about what it returns. - `moderate_text`: 45 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `translate_text`: 45 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `get_satellite_passes`: 46 / 100 - Minor: Arguments without a description: lat, lng, visible_only. - Minor: The meaning of the boolean argument visible_only is unclear. - Minor: Says nothing about what it returns. - `rotate_pdf_pages`: 46 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `test_regex`: 46 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `chunk_text`: 47 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: text. - Minor: Says nothing about what it returns. - `get_company_logo`: 47 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `number_to_words`: 47 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `search_mutual_funds`: 47 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: fund_house. - Minor: Says nothing about what it returns. - `search_post_offices`: 47 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: district. - Minor: Says nothing about what it returns. - `search_railway_stations`: 47 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: query. - Minor: Says nothing about what it returns. - `transliterate_indian_text`: 47 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: text. - Minor: Says nothing about what it returns. - `count_working_days`: 48 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: from, to. - Minor: Says nothing about what it returns. - `make_social_preview_image`: 48 / 100 - Minor: Says nothing about what it returns. - `get_hf_propagation`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `indian_market_status`: 49 / 100 - Minor: Says nothing about what it returns. - `read_pdf_text`: 49 / 100 - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - `remove_audio_noise`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - `rerank_documents`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: query. - `search_hsn_codes`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `check_ipv6`: 50 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `domain_icon`: 50 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `make_upi_payment_link`: 50 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: name, note. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: upi_id. Name the tool or the place that returns it, or models look it up first. - `search_airports`: 50 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `search_bank_branches`: 50 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: city. - Minor: Says nothing about what it returns. - `check_working_day`: 51 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: date. - Minor: Says nothing about what it returns. - `make_code_image`: 51 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: code. - Minor: Says nothing about what it returns. - `where_is_satellite`: 52 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `convert_image`: 53 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - `convert_tamil_legacy_text`: 53 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `make_fake_indian_data`: 53 / 100 - Minor: Arguments without a description: count. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - `make_gst_invoice`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - `remove_image_background`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - `search_companies`: 54 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: limit. - Minor: String arguments with no constraint or example: query. - Minor: The description mentions none of its 3 or more arguments. - `compare_images`: 55 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `whois_lookup`: 55 / 100 - Minor: Says nothing about what it returns. - `embed_texts`: 57 / 100 - Minor: Says nothing about what it returns. - `probe_url_from_india`: 57 / 100 Is your server listed here and you would rather it were not? 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