GramForge
Chat assistants for small businesses on Telegram: use cases, pricing, guides, sign-up links.
Should I use this
Quality & Safety
Findings (2)
- LOWTool 'get_use_case' description lacks action verbin get_use_case
- LOWTool 'list_guides' description lacks action verbin list_guides
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"gramforge": {
"url": "https://gramforge.io/api/mcp"
}
}
}Remote endpoints
https://gramforge.io/api/mcpstreamable-httpWhat it can do
Tool inventory
Tools (7)
🟢get_overview(language)
What GramForge is and how it works: describe a business in plain words, get a chat assistant on your own Telegram account, change it by describing changes. Returns the summary, steps and main links.
Input Schema
{
"type": "object",
"properties": {
"language": {
"description": "Language of the returned page links (ISO 639-1). Default en.",
"enum": [
"en",
"es",
"pt",
"de",
"fr",
"it",
"ru",
"hi",
"id",
"vi",
"th",
"ar"
],
"type": "string"
}
},
"additionalProperties": false
}🟢list_use_cases(language)
Business types GramForge has ready use cases for (beauty salons, clinics, fitness, tutors, coaches, cafés, online shops, customer support, real estate, repair, events, creators) with what the assistant does for each and a page link.
Input Schema
{
"type": "object",
"properties": {
"language": {
"description": "Language of the returned page links (ISO 639-1). Default en.",
"enum": [
"en",
"es",
"pt",
"de",
"fr",
"it",
"ru",
"hi",
"id",
"vi",
"th",
"ar"
],
"type": "string"
}
},
"additionalProperties": false
}🟢get_use_case(language, use_case)
Details of one use case: what the assistant does, its features, an example business description and a sign-up link with that example prefilled.
Input Schema
{
"type": "object",
"properties": {
"language": {
"description": "Language of the returned page links (ISO 639-1). Default en.",
"enum": [
"en",
"es",
"pt",
"de",
"fr",
"it",
"ru",
"hi",
"id",
"vi",
"th",
"ar"
],
"type": "string"
},
"use_case": {
"description": "Slug from list_use_cases, e.g. beauty-salons, tutors, online-shops.",
"type": "string"
}
},
"required": [
"use_case"
],
"additionalProperties": false
}🟢match_business(description, language)
Given a short description of a business, returns the closest GramForge use case, what the assistant would do for it, a suggested plan and a sign-up link with the description prefilled so the owner only enters an email.
Input Schema
{
"type": "object",
"properties": {
"description": {
"description": "The business in the owner's words: what they offer, prices, hours, what clients should be able to do (20–2000 characters).",
"type": "string"
},
"language": {
"description": "Language of the returned page links (ISO 639-1). Default en.",
"enum": [
"en",
"es",
"pt",
"de",
"fr",
"it",
"ru",
"hi",
"id",
"vi",
"th",
"ar"
],
"type": "string"
}
},
"required": [
"description"
],
"additionalProperties": false
}🟢get_pricing(country, language)
GramForge plans (Free, Starter, Pro, Studio) with features and monthly prices in USD and Telegram Stars for the given country; prices are lower in many countries.
Input Schema
{
"type": "object",
"properties": {
"country": {
"description": "ISO 3166-1 alpha-2 country code of the business, e.g. US, DE, IN, BR. Optional.",
"type": "string"
},
"language": {
"description": "Language of the returned page links (ISO 639-1). Default en.",
"enum": [
"en",
"es",
"pt",
"de",
"fr",
"it",
"ru",
"hi",
"id",
"vi",
"th",
"ar"
],
"type": "string"
}
},
"additionalProperties": false
}🟢list_guides(language)
Step-by-step guides: booking bot without code, selling digital products for Telegram Stars, accepting payments in a bot, order bot for a café or shop, channel autoposting with AI, what a chat assistant does for a small business.
Input Schema
{
"type": "object",
"properties": {
"language": {
"description": "Language of the returned page links (ISO 639-1). Default en.",
"enum": [
"en",
"es",
"pt",
"de",
"fr",
"it",
"ru",
"hi",
"id",
"vi",
"th",
"ar"
],
"type": "string"
}
},
"additionalProperties": false
}🟢get_faq
Answers to common questions: technical skills needed, where clients talk to the assistant, payments, changes by description, ownership of the assistant and client list, languages, integrations.
Input Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}Community
Evidence