Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Chat with AI via CLI ifcli Chat with AI via Command Line Interface. **Features:** - System prompt configuration and management - Preset message support - Chat history management and viewing - MCP (Model Context Protocol) tools support - Flexible usage patterns with alias commands - Environment variable support for secure configuration (backward compatible with direct configuration) Installation ifcli is built using $1 and requires a Bun Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. 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
@vhxnif/ifcli 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
Chat with AI via CLI ifcli Chat with AI via Command Line Interface. **Features:** - System prompt configuration and management - Preset message support - Chat history management and viewing - MCP (Model Context Protocol) tools support - Flexible usage patterns with alias commands - Environment variable support for secure configuration (backward compatible with direct configuration) Installation ifcli is built using $1 and requires a Bun
Public facts
7
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Vhxnif
Artifacts
0
Benchmarks
0
Last release
0.1.19
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. 1 GitHub stars reported by the source. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/vhxnif/ifcli.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
Vhxnif
Protocol compatibility
MCP
Auth modes
mcp, api_key
Machine-readable schemas
OpenAPI or schema references published
Adoption signal
1 GitHub stars
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
bash
npm install -g @vhxnif/ifcli
bash
bun install && bun run build && bun link
bash
Usage: ifsetting|ist [options] [command] Manage application settings and configuration Options: -V, --version output the version number -h, --help display help for command Commands: config|cf [options] manage application configuration mcp [options] manage MCP (Model Context Protocol) servers prompt|pt [options] manage system prompts library help [command] display help for command
bash
Usage: ifchat|ict [options] [command] [string...] Interactive AI chat interface Arguments: string chat message content (multiple arguments will be joined into a single string) Options: -V, --version output the version number -f, --force <name> use specified chat session -s, --sync-call use synchronous (non-streaming) mode -e, --edit open editor for input -t, --new-topic start a new conversation topic -r, --retry retry the last question -a, --attachment <file> attach text file content to message -h, --help display help for command Commands: new <string> create a new chat session history|hs [options] view chat conversation history remove|rm delete a chat session switch|st [options] [name] switch between chat sessions or topics prompt|pt [options] manage system prompts preset|ps [options] manage preset message templates config|cf [options] configure chat settings export|exp [options] [path] export chat conversations
json
{
"generalSetting": {
"theme": "ethereal_glow"
},
"mcpServers": [
{
"name": "weather",
"version": "v1",
"enable": true,
"type": "sse",
"url": "http://localhost:3000/sse"
},
{
"name": "sequential-thingking",
"version": "v1",
"enable": true,
"type": "stdio",
"params": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-sequential-thinking"
]
}
},
{
"name": "context7",
"version": "v1",
"enable": true,
"type": "http",
"url": "https://mcp.context7.com/mcp",
"headers": {
"CONTEXT7_API_KEY": "<your api key>"
}
}
],
"llmSettings": [
{
"name": "deepseek",
"baseUrl": "https://api.deepseek.com",
"apiKey": "<your deepseek api key>",
"models": ["deepseek-chat", "deepseek-reasoner"]
},
{
"name": "ollama",
"baseUrl": "http://localhost:11434/v1/",
"apiKey": "",
"models": ["gemma3:latest"]
},
{
"name": "openai",
"baseUrl": "https://api.openai.com/v1",
"apiKey": "<your openai key>",
"models": ["gpt-4o"]
},
{
"name": "openrouter",
"baseUrl": "https://openrouter.ai/api/v1",
"apiKey": "<your openrouter key>",
"models": [
"deepseek/deepseek-chat-v3-0324:free",
"deepseek/deepseek-r1-0528:free",
"deepseek/deepseek-r1:free",
"qwen/qwen3-coder:free"
]
}
]
}json
{
"name": "deepseek",
"baseUrl": "$env.DEEPSEEK_BASE_URL",
"apiKey": "$env.DEEPSEEK_API_KEY",
"models": ["deepseek-chat", "deepseek-reasoner"]
}Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
Chat with AI via CLI ifcli Chat with AI via Command Line Interface. **Features:** - System prompt configuration and management - Preset message support - Chat history management and viewing - MCP (Model Context Protocol) tools support - Flexible usage patterns with alias commands - Environment variable support for secure configuration (backward compatible with direct configuration) Installation ifcli is built using $1 and requires a Bun
Chat with AI via Command Line Interface.
Features:
alias commandsifcli is built using Bun.js and requires a Bun environment.
npm install -g @vhxnif/ifcli
bun install && bun run build && bun link
Configure application settings using the ist cf -m command. Please configure your LLM settings before first use.
To use MCP Servers, configure the relevant settings and enable MCP functionality for your chat session with ict cf -p.
The EDITOR environment variable must be set to enable configuration editing and system functions. If not configured, vim is used as the default editor.
Windows: Data and MCP configurations are stored in %APPDATA%\ifcli
macOS/Linux: Data is located in $HOME/.config/ifcli
Each release includes a version-specific SQLite database file (ifcli_<version>.sqlite). Data migration between versions must be handled manually.
Usage: ifsetting|ist [options] [command]
Manage application settings and configuration
Options:
-V, --version output the version number
-h, --help display help for command
Commands:
config|cf [options] manage application configuration
mcp [options] manage MCP (Model Context Protocol) servers
prompt|pt [options] manage system prompts library
help [command] display help for command
Usage: ifchat|ict [options] [command] [string...]
Interactive AI chat interface
Arguments:
string chat message content (multiple arguments will be joined into a single string)
Options:
-V, --version output the version number
-f, --force <name> use specified chat session
-s, --sync-call use synchronous (non-streaming) mode
-e, --edit open editor for input
-t, --new-topic start a new conversation topic
-r, --retry retry the last question
-a, --attachment <file> attach text file content to message
-h, --help display help for command
Commands:
new <string> create a new chat session
history|hs [options] view chat conversation history
remove|rm delete a chat session
switch|st [options] [name] switch between chat sessions or topics
prompt|pt [options] manage system prompts
preset|ps [options] manage preset message templates
config|cf [options] configure chat settings
export|exp [options] [path] export chat conversations
{
"generalSetting": {
"theme": "ethereal_glow"
},
"mcpServers": [
{
"name": "weather",
"version": "v1",
"enable": true,
"type": "sse",
"url": "http://localhost:3000/sse"
},
{
"name": "sequential-thingking",
"version": "v1",
"enable": true,
"type": "stdio",
"params": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-sequential-thinking"
]
}
},
{
"name": "context7",
"version": "v1",
"enable": true,
"type": "http",
"url": "https://mcp.context7.com/mcp",
"headers": {
"CONTEXT7_API_KEY": "<your api key>"
}
}
],
"llmSettings": [
{
"name": "deepseek",
"baseUrl": "https://api.deepseek.com",
"apiKey": "<your deepseek api key>",
"models": ["deepseek-chat", "deepseek-reasoner"]
},
{
"name": "ollama",
"baseUrl": "http://localhost:11434/v1/",
"apiKey": "",
"models": ["gemma3:latest"]
},
{
"name": "openai",
"baseUrl": "https://api.openai.com/v1",
"apiKey": "<your openai key>",
"models": ["gpt-4o"]
},
{
"name": "openrouter",
"baseUrl": "https://openrouter.ai/api/v1",
"apiKey": "<your openrouter key>",
"models": [
"deepseek/deepseek-chat-v3-0324:free",
"deepseek/deepseek-r1-0528:free",
"deepseek/deepseek-r1:free",
"qwen/qwen3-coder:free"
]
}
]
}
Application settings support both direct configuration and environment variable placeholders using the $env. prefix.
This allows you to securely store sensitive information like API keys in environment variables while maintaining backward compatibility.
{
"name": "deepseek",
"baseUrl": "$env.DEEPSEEK_BASE_URL",
"apiKey": "$env.DEEPSEEK_API_KEY",
"models": ["deepseek-chat", "deepseek-reasoner"]
}
| Field | Type | Required | | :---- | :----- | :------- | | theme | string | true |
| Field | Type | Required | | :------ | :------- | :------- | | name | string | true | | baseUrl | string | true | | apiKey | string | false | | models | string[] | true |
| Field | Type | Required | | :------ | :----------------------------------- | :------- | | name | string | true | | version | string | true | | enable | boolean | true | | type | 'http' | true | | url | string | true | | opts | StreamableHTTPClientTransportOptions | false |
| Field | Type | Required | | :------ | :------------------------ | :------- | | name | string | true | | version | string | true | | enable | boolean | true | | type | 'sse' | true | | url | string | true | | opts | SSEClientTransportOptions | false |
| Field | Type | Required | | :------ | :-------------------- | :------- | | name | string | true | | version | string | true | | enable | boolean | true | | type | 'stdio' | true | | params | StdioServerParameters | true |
# Use specific chat sessions without switching context
# 'ts' is a chat session for translation purposes
alias ts='ict -f ts'
# Use synchronous output for pipeline operations
ict -sf ts
# Create custom commands for pipelines
alias sts='ict -sf ts'
cat system_prompt.md | sts | tee system_prompt.txt
Using pipes:
cat system_prompt.md | ict pt -c
Using editor:
ict pt -m
If a response fails for any reason, use the -r or --retry flag to retry the most recent question without losing context:
ict -r
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-vhxnif-ifcli/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-vhxnif-ifcli/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-vhxnif-ifcli/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/vhxnif/ifcli#input",
"outputSchemaRef": "https://github.com/vhxnif/ifcli#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:22.724Z",
"sourceUpdatedAt": "2026-02-24T19:46:22.724Z",
"freshnessSeconds": 4434425
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-vhxnif-ifcli/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-vhxnif-ifcli/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-vhxnif-ifcli/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-vhxnif-ifcli/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-vhxnif-ifcli/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-vhxnif-ifcli/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T03:33:28.539Z"
}
},
"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"
},
{
"key": "ai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "openrouter",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "deepseek",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ollama",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "openai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "reasoning",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "MCP Client",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "MCP-sse",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "MCP-stdio",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "MCP-http",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "bun",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "chat",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract capability:ai|supported|profile capability:cli|supported|profile capability:openrouter|supported|profile capability:deepseek|supported|profile capability:ollama|supported|profile capability:openai|supported|profile capability:reasoning|supported|profile capability:MCP Client|supported|profile capability:MCP-sse|supported|profile capability:MCP-stdio|supported|profile capability:MCP-http|supported|profile capability:bun|supported|profile capability:chat|supported|profile"
}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-vhxnif-ifcli/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-vhxnif-ifcli/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:22.724Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://xpersona.co/api/v1/agents/mcp-vhxnif-ifcli/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-vhxnif-ifcli/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:22.724Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/vhxnif/ifcli#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-vhxnif-ifcli/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:22.724Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Vhxnif",
"href": "https://github.com/vhxnif/ifcli",
"sourceUrl": "https://github.com/vhxnif/ifcli",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "1 GitHub stars",
"href": "https://github.com/vhxnif/ifcli",
"sourceUrl": "https://github.com/vhxnif/ifcli",
"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-vhxnif-ifcli/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-vhxnif-ifcli/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · 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 @vhxnif/ifcli and adjacent AI workflows.