MapleFlow
Server Details
Unified AI API — 30+ models from OpenAI, Anthropic, Google, Groq, and xAI through one API key. Plus translation, weather, and utility endpoints.
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP
- URL
Glama MCP Gateway
Connect through Glama MCP Gateway for full control over tool access and complete visibility into every call.
Full call logging
Every tool call is logged with complete inputs and outputs, so you can debug issues and audit what your agents are doing.
Tool access control
Enable or disable individual tools per connector, so you decide what your agents can and cannot do.
Managed credentials
Glama handles OAuth flows, token storage, and automatic rotation, so credentials never expire on your clients.
Usage analytics
See which tools your agents call, how often, and when, so you can understand usage patterns and catch anomalies.
Tool Definition Quality
Average 3.6/5 across 8 of 8 tools scored.
Every tool has a clearly distinct purpose with no overlap: AI chat, embeddings, images, speech, transcription, currency exchange, translation, and weather. The descriptions specify unique functionalities, making misselection unlikely.
All tools follow a consistent snake_case pattern with a clear prefix structure: 'ai_' for AI-related tools and descriptive names for others. This predictability aids agent understanding and usage.
With 8 tools, the set is well-scoped for a utility server covering AI, finance, language, and weather. Each tool earns its place by addressing a distinct, common task without bloat or redundancy.
The server covers a broad utility domain with no obvious gaps in the provided functionalities. Minor gaps might include advanced AI features like fine-tuning or multi-modal analysis, but core operations are well-represented for general use.
Available Tools
8 toolsai_chatRead-onlyInspect
Send a message to any of 30+ AI models (OpenAI, Anthropic, Google, Groq, xAI). Returns the model's response. Supports conversation history via the messages array.
| Name | Required | Description | Default |
|---|---|---|---|
| model | No | Model to use, e.g. 'claude-sonnet-4.6', 'gpt-4.1', 'llama-3.1-8b'. Defaults to llama-3.1-8b | |
| messages | Yes | Array of chat messages, each with 'role' (user/assistant/system) and 'content' (text) | |
| max_tokens | No | Maximum tokens to generate in the response. Default 1024 |
ai_embeddingsRead-onlyInspect
Generate vector embeddings for text search and similarity comparison.
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | Text or array of texts to generate embeddings for |
ai_imagesRead-onlyInspect
Generate images from text prompts using Flux models. Returns base64-encoded PNG.
| Name | Required | Description | Default |
|---|---|---|---|
| model | No | Image model (e.g. 'flux-schnell') | |
| prompt | Yes | Description of the image to generate | |
| num_steps | No | Number of inference steps. More steps = higher quality. Default 4 |
ai_speechRead-onlyInspect
Convert text to natural-sounding speech audio. Returns base64-encoded WAV.
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | Text to convert to speech |
ai_transcribeRead-onlyInspect
Transcribe audio to text with timestamps using Whisper.
| Name | Required | Description | Default |
|---|---|---|---|
| audio | Yes | Base64-encoded audio file |
currencyRead-onlyInspect
Get live currency exchange rates and convert between 160+ currencies.
| Name | Required | Description | Default |
|---|---|---|---|
| to | No | Target currency code (e.g. 'GBP', 'JPY') | |
| from | No | Source currency code (e.g. 'USD', 'EUR', 'CAD') | |
| amount | No | Amount to convert. Default 1 |
translateRead-onlyInspect
Translate text between 75+ languages with auto-detection. Supports dynamic pricing based on text length.
| Name | Required | Description | Default |
|---|---|---|---|
| to | Yes | Target language code (e.g. 'es', 'de', 'ja') | |
| from | No | Source language code (e.g. 'en', 'fr'). Use 'auto' for auto-detection | |
| text | Yes | Text to translate |
weatherRead-onlyInspect
Get current weather for any city or coordinates worldwide. Returns temperature, humidity, wind, and conditions.
| Name | Required | Description | Default |
|---|---|---|---|
| lat | No | Latitude (alternative to location) | |
| lon | No | Longitude (alternative to location) | |
| location | No | City name (e.g. 'Toronto', 'London', 'Tokyo') |
Claim this connector by publishing a /.well-known/glama.json file on your server's domain with the following structure:
{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"maintainers": [{ "email": "your-email@example.com" }]
}The email address must match the email associated with your Glama account. Once published, Glama will automatically detect and verify the file within a few minutes.
Control your server's listing on Glama, including description and metadata
Access analytics and receive server usage reports
Get monitoring and health status updates for your server
Feature your server to boost visibility and reach more users
For users:
Full audit trail – every tool call is logged with inputs and outputs for compliance and debugging
Granular tool control – enable or disable individual tools per connector to limit what your AI agents can do
Centralized credential management – store and rotate API keys and OAuth tokens in one place
Change alerts – get notified when a connector changes its schema, adds or removes tools, or updates tool definitions, so nothing breaks silently
For server owners:
Proven adoption – public usage metrics on your listing show real-world traction and build trust with prospective users
Tool-level analytics – see which tools are being used most, helping you prioritize development and documentation
Direct user feedback – users can report issues and suggest improvements through the listing, giving you a channel you would not have otherwise
The connector status is unhealthy when Glama is unable to successfully connect to the server. This can happen for several reasons:
The server is experiencing an outage
The URL of the server is wrong
Credentials required to access the server are missing or invalid
If you are the owner of this MCP connector and would like to make modifications to the listing, including providing test credentials for accessing the server, please contact support@glama.ai.
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