Open Telegram Ops

Name: Open Telegram Ops
Author: adityonugrohoid

communication MCP Server

Conversational job-costing for a telecom subcontractor: snap a receipt in Telegram, get live project cost accountability. Custom MCP cost ledger + self-hosted OpenClaw agent.

byadityonugrohoid

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communicationcommunication

5 views0 stars0 forksMIT

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Why This Matters

Discovered via github-topic:model-context-protocol and last synced 3mo ago.

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Source: github-topic:model-context-protocol
Stars: 0
Last synced: 3mo ago
Install: Check source

Install

Install instructions not detected yet

Check the source repository for the latest setup steps.

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Tools

Resources

Prompts

Standard I/O

Transport

Available Tools (16)

Charts

matplotlib

High

Run the OCR gate first; confirm-before-commit catches misreads

image

LLM["Azure OpenAI<br/><code>gpt-5-mini vision</code>"] LLM -->

LLM

Azure OpenAI gpt-5-mini (chat + vision OCR), o4-mini reasoning escalation

Storage

SQLite (`aiosqlite`)

Tool

Purpose

Low

Disable the dreaming pipeline until fixed

Component

Technology

query_spend

Return spend for a period, broken down by budget line and by submitter; optional filters by line, category, or submitter

Language

Python 3.12+

set_budget

Create or update a budget line allocation (a manager action; defines the chart of accounts)

log_expense

Write a confirmed expense (amount, vendor, date, category, budget line, submitter); rejects an undefined budget line

budget_status

Return budget-vs-actual for the active project: all budget lines, or just one

budget_chart

Render the budget-vs-actual chart as a PNG for in-chat viewing

Issue

Impact

Medium

Keep cost-entry flows synchronous

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