Connect

8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "poly-glot-ai-workspace": {
      "type": "http",
      "url": "https://br-steep-leaf-ae2o29qz-mcp.compute.c-2.us-east-2.aws.neon.tech/mcp"
    }
  }
}

claude mcp add --transport http poly-glot-ai-workspace https://br-steep-leaf-ae2o29qz-mcp.compute.c-2.us-east-2.aws.neon.tech/mcp

[mcp_servers.poly-glot-ai-workspace]
url = "https://br-steep-leaf-ae2o29qz-mcp.compute.c-2.us-east-2.aws.neon.tech/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "poly-glot-ai-workspace": {
      "type": "remote",
      "url": "https://br-steep-leaf-ae2o29qz-mcp.compute.c-2.us-east-2.aws.neon.tech/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "poly-glot-ai-workspace": {
      "type": "http",
      "url": "https://br-steep-leaf-ae2o29qz-mcp.compute.c-2.us-east-2.aws.neon.tech/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=poly-glot-ai-workspace&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYnItc3RlZXAtbGVhZi1hZTJvMjlxei1tY3AuY29tcHV0ZS5jLTIudXMtZWFzdC0yLmF3cy5uZW9uLnRlY2gvbWNwIn0%3D"
}

{
  "servers": {
    "poly-glot-ai-workspace": {
      "type": "http",
      "url": "https://br-steep-leaf-ae2o29qz-mcp.compute.c-2.us-east-2.aws.neon.tech/mcp"
    }
  }
}

{
  "mcpServers": {
    "poly-glot-ai-workspace": {
      "httpUrl": "https://br-steep-leaf-ae2o29qz-mcp.compute.c-2.us-east-2.aws.neon.tech/mcp"
    }
  }
}

extensions:
  "poly-glot-ai-workspace":
    enabled: true
    name: "poly-glot-ai-workspace"
    type: streamable_http
    uri: "https://br-steep-leaf-ae2o29qz-mcp.compute.c-2.us-east-2.aws.neon.tech/mcp"
    timeout: 300

Quality 66 / 100needs work

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene79 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
warn
tools.annotationsonly 11 of 15 tools declare readOnlyHint or destructiveHint
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: prepare_compare (idempotentHint); prepare_custom_compare (idempotentHint); translate_text (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
pass
tools.token_costabout 5,184 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability25 · weight 15

warn
stability.changes20 tool changes in 30 days
fail
stability.rug_pull15 tools kept their name but changed most of their description in 30 days; review before trusting them

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

15 tools, about 5,184 tokens to load them all · tool set 8959dab60f32 · tools last changed 2026-10-13 · checked 2026-10-19 10:20 UTC

Tool changes

2026-10-13prepare_custom_comparechangedinput schema
2026-10-13prepare_comparechangeddescription, input schema
before
Prepare the same canonical prompt for two to nine selected AI providers using a raw prompt or accessible template. Returns provider destinations, prompt and usage instructions without calling third-party models. This is a Send and begins the 3-day trial on first qualifying use; Compare Mode requires active trial or Pro. Use when a user explicitly wants side-by-side answers.
after · 96% of words in common
Prepare the same canonical prompt for two to eight selected AI providers using a raw prompt or accessible template. Returns provider destinations, prompt and usage instructions without calling third-party models. This is a Send and begins the 3-day trial on first qualifying use; Compare Mode requires active trial or Pro. Use when a user explicitly wants side-by-side answers.
2026-10-11get_templatechangeddescription
before
Retrieve a named template's fields and entitled prompt body. Use search_templates first to find the exact name; inaccessible templates return a locked view instead of private prompt content. Returns template, entitlement and localization data. Reading a template alone neither starts the trial nor consumes a send.
after · 80% of words in common
Retrieve a named template's fields and entitled prompt body. Use search_templates first to find the exact name; inaccessible templates return a paywall view without Pro fields or prompt content after the trial. Returns template, entitlement and localization data. Reading a template alone neither starts the trial nor consumes a send.
2026-10-11search_templateschangeddescription
before
Search Poly-Glot's template catalog by keywords and goal, optionally filtered to free or Pro results. Use before get_template or build_prompt when the exact name is unknown. Results contain template metadata, tier and entitlement status. Searching is read-only and does not trigger a send or trial.
after · 70% of words in common
Search Poly-Glot's template catalog by keywords and goal, optionally filtered to free or Pro results. Use before get_template or build_prompt when the exact name is unknown. Expired accounts see locked Pro template cards. Selecting one returns a paywall, not Pro fields or prompt text. Searching is read-only and does not trigger a send or trial.
2026-10-11open_workspacechangeddescription
before
Open the embedded Poly-Glot prompt workspace and template browser, optionally prefiltered by a query and translated via uiLanguage. Returns searchable template records, their locked states, entitlement and localization. Browsing is read-only and does not start the trial or use a send.
after · 77% of words in common
Open the embedded Poly-Glot prompt workspace and template browser, optionally prefiltered by a query and translated via uiLanguage. Returns free and locked Pro template cards after trial expiry, plus entitlement and localization. Browsing is read-only and does not start the trial or use a send.
2026-10-10localize_textchangeddescription, input schemameaning changed
before
Localize text for a target language, locale, audience, and tone — not merely literal translation.
after · 18% of words in common
Adapt supplied text for a target language and audience, including culturally appropriate phrasing, tone, and regional conventions rather than literal translation. Use for localized product UI, marketing copy, documentation, or customer communications; use translate_text for a closer translation. Set required targetLanguage and optionally locale (e.g. 'es-MX'), audience, and tone. Returns JSON containing localized text, targetLanguage, locale, provider, and model. Requires an active trial or Pro. Review sensitive, legal, and technical output with a qualified local reviewer.
2026-10-10translate_textchangeddescription, input schemameaning changed
before
Translate text into a supported Poly-Glot language. Preserves meaning, formatting, names, code, and URLs.
after · 17% of words in common
Translate supplied text into one of Poly-Glot's 38 supported languages while aiming to preserve meaning, names, formatting, code, and URLs. Use for translation rather than cultural adaptation; use localize_text when audience, tone, or regional conventions must change. Specify required targetLanguage (language name or code, e.g. 'es'); set sourceLanguage to 'auto' to detect the source automatically. Returns JSON containing translated text, targetLanguage, provider, and model; quality can vary with idiom and context. Requires an active trial or Pro; text is processed by the configured translation provider.
2026-10-10detect_languagechangeddescription, input schemameaning changed
before
Detect the language of supplied text and map it to a supported Poly-Glot language.
after · 17% of words in common
Identify the primary language of a nonempty text snippet and map it to one of Poly-Glot's 38 supported language codes. Use when the source language is unknown before choosing an interface, output language, or translation workflow. Provide natural-language text in the text parameter (for example, '¿Dónde está la estación?'). Returns JSON with language, provider, and model. Does not translate or alter the input text. Requires an active 3-day trial or Pro subscription; very short, mixed-language, or ambiguous snippets may be misclassified.
2026-10-10transcribe_audiochangeddescription, input schemameaning changed
before
Transcribe supplied audio for cross-platform Poly-Glot workflows. Provide exactly one of audioUrl (HTTPS only) or audioBase64.
after · 18% of words in common
Convert audio to transcript text for Poly-Glot workflows. Use for supplied speech recordings, not for translating text. Provide exactly one source: a publicly reachable HTTPS audioUrl or base64-encoded audioBase64 (without a data-URL prefix). For base64 audio, supply mimeType and filename when known; languageHint can improve recognition. Set detectLanguage=true to identify the resulting text's language. Requires an active trial or Pro. Returns JSON containing transcript text, optional detectedLanguage, provider, and model. Audio is submitted to a transcription provider; do not send material without permission.
2026-10-10prepare_custom_comparechangeddescription, input schemameaning changed
before
Build a Compare Mode plan containing built-in Poly-Glot providers and developer-supplied custom model descriptors. Credentials are supplied only at execution time and are never embedded in the comparison plan.
after · 18% of words in common
Prepare a canonical prompt and instructions for comparing at least two targets, including one to five custom BYOM models and optional supported built-in AI providers. API keys must not appear in the comparison plan; use run_custom_model to execute custom targets separately. Returns comparison targets and prompt without invoking any models. This is a Send and starts the 3-day trial on first qualifying use; Compare Mode requires trial or Pro.

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 97 / 100

provenance90

liveness99

freshness100

hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-97% +updated-1d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://br-steep-leaf-ae2o29qz-mcp.compute.c-2.us-east-2.aws.neon.tech/mcp` streamable-http	none	yes	97%	440 ms	2025-11-25	2026-10-19

Tools (15)

`build_prompt`	Fill a named Poly-Glot template with field values and requested input/output languages, producing a finished prompt. Use get_template to inspect needed fields first. This is a Send: it starts the 3-day trial on the first qualifying use, or counts toward the shared rolling 24-hour free-send allowance after trial. Pro templates require trial or Pro; this does not directly query external AI providers.
`detect_language`	Identify the primary language of a nonempty text snippet and map it to one of Poly-Glot's 38 supported language codes. Use when the source language is unknown before choosing an interface, output language, or translation workflow. Provide natural-language text in the text parameter (for example, '¿Dónde está la estación?'). Returns JSON with language, provider, and model. Does not translate or alter the input text. Requires an active 3-day trial or Pro subscription; very short, mixed-language, or ambiguous snippets may be misclassified.
`get_custom_model_capabilities`read-only	Explain the supported Bring Your Own Model (BYOM) adapters, credential handling, HTTPS and SSRF restrictions, and inability of a public remote MCP server to connect directly to localhost. Use before configuring a custom model. Returns capability metadata without contacting a model, starting a trial, or consuming a send.
`get_language_options`read-only	List Poly-Glot's 38 supported UI, input, and AI output languages. Use to verify language availability before multilingual work. Optionally select uiLanguage to localize labels. Returns language records and localization metadata. Read-only, with no send or trial activation.
`get_subscription_status`read-only	Read the current account's access state, trial timing, rolling 24-hour free-send allowance, Pro locks and subscription pricing. Use before gated tools or when asked about remaining access. This read-only operation does not initiate a trial or spend a send; the trial begins on the first qualifying Send.
`get_template`read-only	Retrieve a named template's fields and entitled prompt body. Use search_templates first to find the exact name; inaccessible templates return a paywall view without Pro fields or prompt content after the trial. Returns template, entitlement and localization data. Reading a template alone neither starts the trial nor consumes a send.
`localize_text`	Adapt supplied text for a target language and audience, including culturally appropriate phrasing, tone, and regional conventions rather than literal translation. Use for localized product UI, marketing copy, documentation, or customer communications; use translate_text for a closer translation. Set required targetLanguage and optionally locale (e.g. 'es-MX'), audience, and tone. Returns JSON containing localized text, targetLanguage, locale, provider, and model. Requires an active trial or Pro. Review sensitive, legal, and technical output with a qualified local reviewer.
`open_workspace`read-only	Open the embedded Poly-Glot prompt workspace and template browser, optionally prefiltered by a query and translated via uiLanguage. Returns free and locked Pro template cards after trial expiry, plus entitlement and localization. Browsing is read-only and does not start the trial or use a send.
`prepare_compare`	Prepare the same canonical prompt for two to eight selected AI providers using a raw prompt or accessible template. Returns provider destinations, prompt and usage instructions without calling third-party models. This is a Send and begins the 3-day trial on first qualifying use; Compare Mode requires active trial or Pro. Use when a user explicitly wants side-by-side answers.
`prepare_custom_compare`	Prepare a canonical prompt and instructions for comparing at least two targets, including one to five custom BYOM models and optional supported built-in AI providers. API keys must not appear in the comparison plan; use run_custom_model to execute custom targets separately. Returns comparison targets and prompt without invoking any models. This is a Send and starts the 3-day trial on first qualifying use; Compare Mode requires trial or Pro.
`run_custom_model`	Run a user-supplied prompt against a developer-provided OpenAI-compatible or custom REST HTTPS model endpoint. Use validate_custom_model to test URL and adapter settings before sending. Returns model-generated text, model name, optional usage, and account state. Requires active trial or Pro and transmits prompt content to the selected provider. Credentials are transient, not persisted; localhost/private networks are not supported.
`search_templates`read-only	Search Poly-Glot's template catalog by keywords and goal, optionally filtered to free or Pro results. Use before get_template or build_prompt when the exact name is unknown. Expired accounts see locked Pro template cards. Selecting one returns a paywall, not Pro fields or prompt text. Searching is read-only and does not trigger a send or trial.
`transcribe_audio`	Convert audio to transcript text for Poly-Glot workflows. Use for supplied speech recordings, not for translating text. Provide exactly one source: a publicly reachable HTTPS audioUrl or base64-encoded audioBase64 (without a data-URL prefix). For base64 audio, supply mimeType and filename when known; languageHint can improve recognition. Set detectLanguage=true to identify the resulting text's language. Requires an active trial or Pro. Returns JSON containing transcript text, optional detectedLanguage, provider, and model. Audio is submitted to a transcription provider; do not send material without permission.
`translate_text`	Translate supplied text into one of Poly-Glot's 38 supported languages while aiming to preserve meaning, names, formatting, code, and URLs. Use for translation rather than cultural adaptation; use localize_text when audience, tone, or regional conventions must change. Specify required targetLanguage (language name or code, e.g. 'es'); set sourceLanguage to 'auto' to detect the source automatically. Returns JSON containing translated text, targetLanguage, provider, and model; quality can vary with idiom and context. Requires an active trial or Pro; text is processed by the configured translation provider.
`validate_custom_model`read-only	Validate the HTTPS URL and adapter configuration for an external custom model. For OpenAI-compatible mode provide baseUrl; for custom REST use endpoint. Set probe=true only when an actual minimal request to the external provider is intended. Returns validation or probe status; credentials are transient and never stored or echoed. Requires active trial or Pro; does not perform a user prompt Send.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "io.github.hmoses/poly-glot-ai-workspace",
  "_meta": {
    "io.modelcontextprotocol.registry/publisher-provided": {
      "polyglot": {
        "docs": "https://hmoses.github.io/poly-glot-site/mcp-integrations.html",
        "mcpTools": [
          "get_language_options",
          "get_subscription_status",
          "open_workspace",
          "search_templates",
          "get_template",
          "build_prompt",
          "prepare_compare",
          "get_custom_model_capabilities",
          "validate_custom_model",
          "run_custom_model",
          "prepare_custom_compare",
          "transcribe_audio",
          "detect_language",
          "translate_text",
          "localize_text"
        ],
        "mcpToolCount": 15,
        "providerNames": [
          "ChatGPT",
          "Claude",
          "Gemini",
          "Grok",
          "Perplexity",
          "Mistral",
          "HuggingChat",
          "DuckDuckGo AI"
        ],
        "templateCount": 1022,
        "builtInProviders": 8,
        "supportedLanguages": 38
      }
    }
  },
  "title": "Poly-Glot AI Workspace",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://br-steep-leaf-ae2o29qz-mcp.compute.c-2.us-east-2.aws.neon.tech/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.11.0",
  "repository": {
    "id": "1350794581",
    "url": "https://github.com/hmoses/poly-glot-ai-workspace",
    "source": "github"
  },
  "websiteUrl": "https://hmoses.github.io/poly-glot-site/mcp-integrations.html",
  "description": "15 MCP tools, 1,022 templates, 38 languages, 8 AI providers, Compare Mode and BYOM."
}