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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Communication & messaging

GramForge

By gramforge.io Verified namespace

Chat assistants for small businesses on Telegram: use cases, pricing, guides, sign-up links.

WebsiteCommunication & social
Connect to GramForge
Checks passed
13 / 22

1 failed · 8 not measured

Median response
96 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
7

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 96 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name gramforge.

  • Pass
    Lists tools

    tools/list returned 7 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 96 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 96 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    9 of 9 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-10-12T21:17:50.189399Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using GramForge

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http gramforge https://gramforge.io/api/mcp

Capabilities

Tools 7

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.

Discovered
get_overview

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.

Discovered
get_pricing

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.

Discovered
get_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.

Discovered
list_guides

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.

Discovered
list_use_cases

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.

Discovered
match_business

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.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected96 ms7

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