"Documentation server for Ansible, NixOS, and programming languages" matching MCP tools:

• search_labels

  ALM X++ MCP Server

  Search D365 F&O labels across all indexed languages. Given text (e.g. 'Sales order'), finds the matching label ID (@SYS12345). Given a label ID (e.g. '@SYS12345' or '@SYS:12345'), finds the text in all languages. Accepts both D365 short form (@SYS124480) and colon form (@SYS:124480) -- both are normalized automatically. Searches across 392K+ label entries. WORKFLOW: call search_labels first to resolve the label text, then call find_references with the same label ID to find ALL X++ objects (forms, tables, classes, reports) that use it in their code or metadata. Languages: en-US and fr are loaded at startup. Other languages (de, nl, ar, es, zh...) are loaded on-demand -- first call ~15s, then instant.

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• translate_rare_language

  Sats4AI - Bitcoin-Powered AI Tools

  Translate into 452 languages, 251 of them NOT supported by ChatGPT, Claude or Gemini (29 of those 251 measured at fair quality or better against human references) — including Bhojpuri (~50M speakers), Maithili (~34M), Egyptian Arabic (~100M), Moroccan Arabic (~30M), Chhattisgarhi, Magahi, Manipuri, Kashmiri, Shan, Kachin, Awadhi, Tamazight, Crimean Tatar, Quechua, Nuer, Sango, plus indigenous and minority languages with no callable API anywhere. Runs MADLAD-400 (Apache-2.0). QUALITY VARIES AND IS PUBLISHED PER LANGUAGE: every language carries a measured tier — good (chrF++ >= 45 vs human reference translations), fair (32-45), unverified (no benchmark exists, untested, may be poor), experimental (known weak). The response repeats the tier so you can judge how much to trust it. GET https://sats4ai.com/api/l402/translate-rare-language for the full language list with tiers, or GET /api/languages. Unsupported languages are rejected BEFORE payment. For mainstream languages use translate_text instead — it is cheaper and more fluent. Priced 50 sats base + 0.002 sats/char (GPU). Pay with Bitcoin Lightning — no API key or signup. Requires create_payment with toolName='translate_rare_language'.

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• query_graph

  Gonka Second Opinion (multi-model)

  Search Gonka documentation. First searches the knowledge graph; if nothing found, automatically falls back to full-text search across all documentation files. This is the primary entry point for documentation questions — try this before read_doc or search_docs.

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• get_regions

  Defici Marketplace MCP Server

  Return all supported market regions with their id, country, currency, and languages. Use the region id as the market argument in search_listings.

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• language_lookup

  Agent Bits

  Resolve an ISO 639-1 language code such as en, fr, or ja to its English name and native name when you need language metadata from a two-letter code. Use when: - What language does ISO 639-1 code ja refer to? - Get the native name for language code fr - Resolve a two-letter language code to its English and native names Do not use when: - Translate text between languages - Detect the language of arbitrary free-form text - Look up country languages from a country code (use country_lookup)

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• language_lookup

  Agent Bits

  Resolve an ISO 639-1 language code such as en, fr, or ja to its English name and native name when you need language metadata from a two-letter code. Use when: - What language does ISO 639-1 code ja refer to? - Get the native name for language code fr - Resolve a two-letter language code to its English and native names Do not use when: - Translate text between languages - Detect the language of arbitrary free-form text - Look up country languages from a country code (use country_lookup)

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• admin_translate_news

  mcp

  Admin-only: durably queue server-generated translations for an existing published news article. Pass target_locales for selected languages, or omit it to fill every missing locale across all 24 supported languages. Existing translations are skipped and each locale has a deterministic task, so repeating the call is safe. This call returns quickly; use admin_get_news_translation_status until complete=true.

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• compass_list_situations

  digital-compass-mcp

  All digital-crisis situations (reactive playbooks: fake link, hacked account, online scam...) and prevention guides covered by Digital Compass, with slugs for compass_get_content. Public Romanian guide, plain language, content in 9 languages. Optional filters: categorie (use case) and audienta (individ/organizatie).

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• text_to_speech

  Sats4AI - Bitcoin-Powered AI Tools

  Text-to-speech with 3 tiers: OmniVoice Global (602+ languages including Yoruba, Bengali, Cebuano, Twi, zero-shot voice cloning, ~106 chars/sat — use 'language' parameter with ISO code), Inworld Premium (#1 ranked TTS ELO 1217, emotion control, 40+ languages, ~16 chars/sat), Minimax Studio (voice cloning from reference clip, 40+ languages, ~5 chars/sat). Adjustable speed (0.5-2.0x). Returns audio URL. Pay with Bitcoin Lightning — no API key or signup needed. When NOT to use: not for phone calls (use place_call for one-shot broadcasts, ai_call for AI voice agents, or open_voice_bridge to drive the call with your own LLM). For rare/underserved languages (Yoruba, Twi, Marathi, Cebuano, etc.), pick OmniVoice Global via language= — Inworld/Minimax don't cover these. Requires create_payment with toolName='text_to_speech'.

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• findagent_import_repo

  FindAgent

  Pull the CALLER'S OWN GitHub repo (via their connected token) and return deterministic grounding (basics, languages, tech domains, detected tools + the hosts they reach) plus a field contract. Use the grounding as the basis, then run findagent_submission_wizard to walk the user through the listing step-by-step and finalize with findagent_create_draft — your own model does the synthesis (no FindAgent LLM cost). Read-only: nothing is persisted or executed. Works for PRIVATE repos: the pull runs server-side with your stored GitHub token, so your AI client never needs repo access.

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• submit_feedback

  Honeydew AI Documentation

  Report a problem with this documentation site so the docs team can fix it. Use when a documentation page is incorrect, outdated, confusing, incomplete, or has a broken example. This is for feedback about the documentation content itself — not for product support requests or feedback about this tool or assistant.

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• google-maps.languages

  Vee3

  List supported language codes for Google Maps place endpoints. Returns languages as a map of language names to codes (for example English: en). Use these codes with the language parameter on place detail, review, and photo calls. Cost = 1 token.

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• google-search.languages

  Vee3

  List languages you can pass as language on google-search.keyword_traffic_insights and google-search.url_traffic_insights. Returns an array of entries with language_name and language_code (for example en, de). Maps to upstream lang on the provider API. No request parameters. Cost = 5 tokens.

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• list_languages

  Libretranslate

  List languages supported by the configured LibreTranslate instance.

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• firecrawl_search

  firecrawl-mcp

  Search web, news, or image sources and return ranked results. Operators include quoted phrases, `-term`, `site:host`, `inurl:term`, `intitle:term`, and `related:host`; the set is non-exhaustive. `includeDomains` and `excludeDomains` are mutually exclusive hostname filters; categories limit results to GitHub, research, PDF, or developer sources. For a programming question, add `categories: ["developer"]`. It searches an index of repositories, GitHub issues, merged pull requests, repository READMEs, and curated documentation sites, and returns the hits in `data.web` with `category: "developer"`. `categories: ["research"]` restricts these web results to research-affiliated websites and returns page snippets. The `firecrawl_research_*` tools are a separate surface that searches paper abstracts and full text across biomedical (PubMed, bioRxiv, medRxiv) and arXiv literature. Each web result is a title, URL, and description, not the page. Add `scrapeOptions` to attach page content in the same call; those fetches ignore `maxAge`, so use `firecrawl_scrape` when you need a live fetch. Returns source-type result groups and usage metadata. Authenticated responses can include an `id` for optional search feedback.

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• list_languages

  Venturu

  Returns all languages with their IDs. Use these IDs in search_brokers (languageIds) to find brokers who speak specific languages. Call this when you need to discover which language IDs to use.

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• list_languages

  mcp-server

  Returns all languages with their IDs. Use these IDs in search_brokers (languageIds) to find brokers who speak specific languages. Call this when you need to discover which language IDs to use.

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• translate

  MapleFlow

  Translate text between 75+ languages with auto-detection. Supports dynamic pricing based on text length.

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• coords_to_words

  What3words

  Convert a lat/lon to a what3words 3-word address. Defaults to English; pass a 2-letter language code for other languages.

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• user_status

  Codeforces

  Codeforces competitive-programming API — the submission history of one Codeforces handle, newest first, paged with from/count. Each submission carries the contest and problem it targeted, the judge verdict (OK, WRONG_ANSWER, TIME_LIMIT_EXCEEDED), programming language, runtime and memory consumed. Answers which problems a Codeforces user attempted lately and whether they passed.

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