Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
MCP Client with Telegram UI using Telegraf Telegram MCP Client A Model Context Protocol (MCP) client with Telegram UI, allowing you to interact with MCP servers through a Telegram bot powered by AI. ๐ Quick Start **New here?** Check out the $1 for a 5-minute setup! **Need to handle large files (> 20MB)?** See $1 to enable up to 2GB file support. Features - ๐ค **Model Agnostic**: Supports multiple LLM providers (Google AI, Anthropic Claude, OpenAI) via Vercel Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Freshness
Last checked 2/22/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
telegram-mcp is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
MCP Client with Telegram UI using Telegraf Telegram MCP Client A Model Context Protocol (MCP) client with Telegram UI, allowing you to interact with MCP servers through a Telegram bot powered by AI. ๐ Quick Start **New here?** Check out the $1 for a 5-minute setup! **Need to handle large files (> 20MB)?** See $1 to enable up to 2GB file support. Features - ๐ค **Model Agnostic**: Supports multiple LLM providers (Google AI, Anthropic Claude, OpenAI) via Vercel
Public facts
6
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Sebakc
Artifacts
0
Benchmarks
0
Last release
1.0.0
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/sebakc/telegram-mcp-client.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Sebakc
Protocol compatibility
MCP
Auth modes
mcp, api_key
Machine-readable schemas
OpenAPI or schema references published
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
text
User (Telegram) โ Telegraf Bot โ Session Manager โ LLM Orchestrator โ MCP Client โ MCP Servers
โ
AI Model (Google/Claude/OpenAI)bash
git clone <your-repo-url> cd telegram-mcp
bash
npm install
bash
cp .env.example .env
env
# Required TELEGRAM_BOT_TOKEN=your_telegram_bot_token_here GOOGLE_API_KEY=your_google_api_key_here # Optional - Choose your provider AI_PROVIDER=google # google, anthropic, or openai GOOGLE_MODEL=gemini-1.5-pro
bash
cp servers.example.json servers.json
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP Client with Telegram UI using Telegraf Telegram MCP Client A Model Context Protocol (MCP) client with Telegram UI, allowing you to interact with MCP servers through a Telegram bot powered by AI. ๐ Quick Start **New here?** Check out the $1 for a 5-minute setup! **Need to handle large files (> 20MB)?** See $1 to enable up to 2GB file support. Features - ๐ค **Model Agnostic**: Supports multiple LLM providers (Google AI, Anthropic Claude, OpenAI) via Vercel
A Model Context Protocol (MCP) client with Telegram UI, allowing you to interact with MCP servers through a Telegram bot powered by AI.
New here? Check out the Quick Start Guide for a 5-minute setup!
Need to handle large files (> 20MB)? See Telegram Local API Setup to enable up to 2GB file support.
User (Telegram) โ Telegraf Bot โ Session Manager โ LLM Orchestrator โ MCP Client โ MCP Servers
โ
AI Model (Google/Claude/OpenAI)
The bot receives messages from users, maintains conversation context, queries the AI model with available tools from connected MCP servers, and executes tool calls as needed.
git clone <your-repo-url>
cd telegram-mcp
npm install
cp .env.example .env
.env:# Required
TELEGRAM_BOT_TOKEN=your_telegram_bot_token_here
GOOGLE_API_KEY=your_google_api_key_here
# Optional - Choose your provider
AI_PROVIDER=google # google, anthropic, or openai
GOOGLE_MODEL=gemini-1.5-pro
cp servers.example.json servers.json
servers.json to configure your MCP servers:{
"servers": [
{
"id": "filesystem",
"name": "File System Server",
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-filesystem", "/tmp"],
"autoConnect": false
}
]
}
npm run dev
npm run build
npm start
/start - Welcome message and introduction/help - Show available commands/connect <server_id> - Connect to an MCP server/disconnect <server_id> - Disconnect from a server/servers - List all connected servers and available tools/reset - Clear conversation historyYou: /connect filesystem
Bot: โ
Connected to File System Server!
Available tools (3):
โข read_file: Read contents of a file
โข write_file: Write contents to a file
โข list_directory: List files in a directory
You: What files are in /tmp?
Bot: Let me check that for you...
[Bot uses list_directory tool]
The /tmp directory contains:
โข file1.txt
โข file2.log
โข data.json
You: Read the contents of file1.txt
Bot: [Bot uses read_file tool]
Here's the content of file1.txt:
...
You can use any MCP-compatible server. Popular ones include:
@modelcontextprotocol/server-filesystem - File system operations@modelcontextprotocol/server-memory - Key-value memory store@modelcontextprotocol/server-postgres - PostgreSQL database access@modelcontextprotocol/server-slack - Slack integrationAI_PROVIDER=google
GOOGLE_API_KEY=your_key
GOOGLE_MODEL=gemini-1.5-pro
npm install @ai-sdk/anthropic
AI_PROVIDER=anthropic
ANTHROPIC_API_KEY=your_key
ANTHROPIC_MODEL=claude-3-5-sonnet-20241022
npm install @ai-sdk/openai
AI_PROVIDER=openai
OPENAI_API_KEY=your_key
OPENAI_MODEL=gpt-4-turbo
Each server in servers.json has:
id: Unique identifier for the servername: Human-readable namecommand: Command to run the server (usually npx or node)args: Array of arguments to pass to the commandenv: (Optional) Environment variables for the serverautoConnect: (Optional) Auto-connect on bot startuptelegram-mcp/
โโโ src/
โ โโโ bot/ # Telegram bot implementation
โ โ โโโ telegram-bot.ts
โ โโโ mcp/ # MCP client core
โ โ โโโ client.ts # MCP protocol client
โ โ โโโ llm-orchestrator.ts # AI model integration
โ โโโ session/ # Session management
โ โ โโโ manager.ts
โ โโโ config/ # Configuration loading
โ โ โโโ index.ts
โ โโโ types/ # TypeScript type definitions
โ โ โโโ index.ts
โ โโโ utils/ # Utilities
โ โ โโโ logger.ts
โ โโโ index.ts # Application entry point
โโโ servers.json # MCP servers configuration
โโโ .env # Environment variables
โโโ package.json
โโโ tsconfig.json
To add support for a new AI provider:
npm install @ai-sdk/provider-namesrc/types/index.ts to add the provider typesrc/mcp/llm-orchestrator.ts to handle the new provider.env.example with the new provider's configurationservers.json/connect <server_id> commandTELEGRAM_BOT_TOKEN is correctnpm run dev)combined.log and error.logservers.json/servers/disconnect <id> then /connect <id>ISC
Contributions are welcome! Please open an issue or submit a pull request.
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key
Streaming
Yes
Data region
global
Protocol support
Requires: mcp, lang:typescript, streaming
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
74
Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Rank
72
An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp",
"api_key"
],
"requires": [
"mcp",
"lang:typescript",
"streaming"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": true,
"inputSchemaRef": "https://github.com/sebakc/telegram-mcp-client#input",
"outputSchemaRef": "https://github.com/sebakc/telegram-mcp-client#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:36.284Z",
"sourceUpdatedAt": "2026-02-24T19:46:36.284Z",
"freshnessSeconds": 4429985
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T02:19:41.843Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "supported",
"confidenceSource": "contract",
"notes": "Confirmed by capability contract"
}
],
"flattenedTokens": "protocol:MCP|supported|contract"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:36.284Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:36.284Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/sebakc/telegram-mcp-client#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:36.284Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Sebakc",
"href": "https://github.com/sebakc/telegram-mcp-client",
"sourceUrl": "https://github.com/sebakc/telegram-mcp-client",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-sebakc-telegram-mcp-client/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub ยท GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to telegram-mcp and adjacent AI workflows.