GramForge
REMOTE · GRAMFORGE.IO
Chat assistants for small businesses on Telegram: use cases, pricing, guides, sign-up links.
Available components
Last scanned (18 hours ago)
Scores higher than 79% of remote servers
Reachable. Last reached 22 Oct 2026.
Category Workflow Automation
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security80
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability72
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 676 tokens (~96/item across 7 items; 7 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management33
- Stability observed for 10 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 7 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 8 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 22 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 30 to 33. That category is still filling its 30-day observation window: 9 days of observed history at the previous scan, 10 at this one. The score rises as the window fills, whether or not the server changes.
- 20 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.
- 18 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.
- 16 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.
- 14 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.
- 13 Oct 26 0
- Stability: unverified → 0.03 ▲ functional
- 12 Oct 26 73
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 22 Oct 2026 · Probed https://gramforge.io/api/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=gramforge.io | CN=YE1,O=Let's Encrypt,C=US | 11 Oct 2026 | 9 Jan 2027 | ECDSA 256 | ECDSA-SHA384 | 59e14c509fa1c56fd13cdfa6d74f77c3a90 |
| SANs: gramforge.io | ||||||
| CN=YE1,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 5ddd70dd31f801c85c186a7a04b80afe |
| CN=Root YE,O=ISRG,C=US (CA) | CN=ISRG Root X2,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | ECDSA-SHA384 | 872165fc34b6e5fba8add5b3705fb53a |
| CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | SHA256-RSA | 6c8f1dc727c7117f7baf853ac980f9cd |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of gramforge.io. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| io. | present | 57355 | 8 | Verified |
| gramforge.io. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| strict-transport-security | max-age=63072000 |
| x-content-type-options | nosniff |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://gramforge.io/api/mcp | Verified | 200 | |
| http (plaintext) | http://gramforge.io/api/mcp | HTTPS enforced | 301 | https://gramforge.io/api/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
get_faq Get FAQ ~43
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 present but exposes no named parameters.
No output schema declared.
No examples provided.
get_overview GramForge overview ~72
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.
| Name | Type | Req | Description |
|---|---|---|---|
| language | string | – | Language of the returned page links (ISO 639-1). Default en. |
No output schema declared.
No examples provided.
get_pricing Get pricing ~99
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.
| Name | Type | Req | Description |
|---|---|---|---|
| country | string | – | ISO 3166-1 alpha-2 country code of the business, e.g. US, DE, IN, BR. Optional. |
| language | string | – | Language of the returned page links (ISO 639-1). Default en. |
No output schema declared.
No examples provided.
get_use_case Get a use case ~88
Details of one use case: what the assistant does, its features, an example business description and a sign-up link with that example prefilled.
| Name | Type | Req | Description |
|---|---|---|---|
| language | string | – | Language of the returned page links (ISO 639-1). Default en. |
| use_case | string | yes | Slug from list_use_cases, e.g. beauty-salons, tutors, online-shops. |
No output schema declared.
No examples provided.
list_guides List guides ~79
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.
| Name | Type | Req | Description |
|---|---|---|---|
| language | string | – | Language of the returned page links (ISO 639-1). Default en. |
No output schema declared.
No examples provided.
list_use_cases List use cases by business type ~82
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.
| Name | Type | Req | Description |
|---|---|---|---|
| language | string | – | Language of the returned page links (ISO 639-1). Default en. |
No output schema declared.
No examples provided.
match_business Match a business to a use case ~110
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.
| Name | Type | Req | Description |
|---|---|---|---|
| description | string | yes | The business in the owner's words: what they offer, prices, hours, what clients should be able to do (20–2000 characters). |
| language | string | – | Language of the returned page links (ISO 639-1). Default en. |
No output schema declared.
No examples provided.
How do I install the GramForge MCP server?
GramForge is a hosted endpoint at https://gramforge.io/api/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · gramforge.io
claude mcp add --transport http io-gramforge-gramforge 'https://gramforge.io/api/mcp'
What is the GramForge MCP server?
GramForge is an MCP server listed in the public MCP registry as io.gramforge/gramforge. Chat assistants for small businesses on Telegram: use cases, pricing, guides, sign-up links. This page covers its hosted endpoint (https://gramforge.io/api/mcp).
Is the GramForge MCP server safe to use?
GramForge scores 78 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the GramForge MCP server expose?
GramForge exposes 7 tools: get_overview, list_use_cases, get_use_case, match_business, get_pricing, and 2 more. Their descriptions and schemas cost roughly 573 tokens of context every time the server is loaded.
Does the GramForge MCP server require authentication?
No. We connected to GramForge without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the GramForge MCP server still maintained?
GramForge is still listed as active in the MCP registry. We last reached this channel on 22 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.