Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Git Made Simple – AI‑powered git helper with smart insights, stats & code review <div align="center"> <!-- GIMS - Git Made Simple --> <img width="1658" height="609" alt="gims" src="https://github.com/user-attachments/assets/fd4ae515-9674-4cc2-8ea0-39d21e82e274" /> $1 $1 $1 $1 $1 **AI-powered Git CLI that writes your commit messages for you** *Because life's too short for "fix stuff" commits* 🎯 $1 • $1 • $1 • $1 • $1 </div> --- ✨ Features - 🤖 **AI-Generated Commits** — Let AI analyze your change 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
gims 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
Git Made Simple – AI‑powered git helper with smart insights, stats & code review <div align="center"> <!-- GIMS - Git Made Simple --> <img width="1658" height="609" alt="gims" src="https://github.com/user-attachments/assets/fd4ae515-9674-4cc2-8ea0-39d21e82e274" /> $1 $1 $1 $1 $1 **AI-powered Git CLI that writes your commit messages for you** *Because life's too short for "fix stuff" commits* 🎯 $1 • $1 • $1 • $1 • $1 </div> --- ✨ Features - 🤖 **AI-Generated Commits** — Let AI analyze your change
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
S41r4j
Artifacts
0
Benchmarks
0
Last release
0.9.1
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/s41r4j/gims.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
S41r4j
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 gims
bash
# 1. Setup AI provider (choose one) g setup --api-key gemini # 🆓 Free & fast (recommended) g setup --api-key openai # 🎯 High quality g setup --api-key groq # ⚡ Ultra fast # 2. Start using it! g s # Check status with AI insights g o # AI commit + push (one command!)
bash
# Before (traditional git) git add . git commit -m "trying to think of message..." git push # After (with GIMS) g o # That's it. AI handles the rest.
json
{
"mcpServers": {
"gims": {
"command": "node",
"args": ["/path/to/gims/mcp/index.js"]
}
}
}javascript
const tools = require('gims/bin/tools-schema.json');
// Pass 'tools' directly to OpenAI APIbash
g setup --api-key gemini # Guided setup with instructions g setup --api-key openai g setup --api-key groq
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
Git Made Simple – AI‑powered git helper with smart insights, stats & code review <div align="center"> <!-- GIMS - Git Made Simple --> <img width="1658" height="609" alt="gims" src="https://github.com/user-attachments/assets/fd4ae515-9674-4cc2-8ea0-39d21e82e274" /> $1 $1 $1 $1 $1 **AI-powered Git CLI that writes your commit messages for you** *Because life's too short for "fix stuff" commits* 🎯 $1 • $1 • $1 • $1 • $1 </div> --- ✨ Features - 🤖 **AI-Generated Commits** — Let AI analyze your change
AI-powered Git CLI that writes your commit messages for you
Because life's too short for "fix stuff" commits 🎯
Installation • Quick Start • Commands • AI Setup • Configuration
</div>npm install -g gims
Requirements: Node.js >= 18.18.0
# 1. Setup AI provider (choose one)
g setup --api-key gemini # 🆓 Free & fast (recommended)
g setup --api-key openai # 🎯 High quality
g setup --api-key groq # ⚡ Ultra fast
# 2. Start using it!
g s # Check status with AI insights
g o # AI commit + push (one command!)
# Before (traditional git)
git add .
git commit -m "trying to think of message..."
git push
# After (with GIMS)
g o # That's it. AI handles the rest.
| Command | Alias | Description |
|---------|-------|-------------|
| g status | g s | Enhanced status with AI insights & file type emojis |
| g oneshot | g o | Stage all → AI commit → Push (full workflow) |
| g local | g l | Stage all → AI commit (no push) |
| g suggest | g sg | Get AI commit message suggestions |
| g version | g v | Manage project version (S4 system) |
| g whoami | — | Show system identity & version |
| g wip | — | Quick work-in-progress commit |
| Command | Alias | Description |
|---------|-------|-------------|
| g review | g r | AI code review with complexity analysis |
| g today | g t | Show all commits made today |
| g stats | — | Personal statistics: streak, patterns, style |
| g split | — | AI suggestions for splitting large changesets |
| Command | Alias | What it does |
|---------|-------|--------------|
| g safe-pull | g sp | Stash → Pull → Pop (safe pull with uncommitted changes) |
| g fix | — | Smart fix for diverged/ahead/behind branches |
| g main | — | Switch to main/master + pull latest |
| g stash-save | g ss | Quick stash with auto-generated name |
| g stash-pop | g pop | Pop the latest stash |
| g unstage | g us | Unstage all staged files |
| g discard | g x | Discard all changes (requires --yes) |
| Command | Alias | Description |
|---------|-------|-------------|
| g last | — | Show last commit details with diff |
| g conflicts | — | Conflict resolution helper |
| g cleanup | g clean | Remove local branches deleted from remote |
| g list | g ls | Compact commit history |
| g amend | g a | Amend the previous commit |
| g undo | g u | Undo last commit (keep changes) |
| g delete-branch | g del | Delete branch locally and remotely |
GIMS now uses the S4 Versioning System, a forensic-grade versioning standard stored entirely in Git Tags.
MAJOR.MINOR.PATCH-STAGE.BUILD+DATE.TIME.COMMIT.BRANCH
(e.g., 0.8.2-dev.1+20250129.1305.af8d9c.main)
| Command | Description |
|---------|-------------|
| g v | Smart bump (resets build on new day) + Create Tag |
| g v -n | Dry run (preview next version) |
| g v major | Force major bump (1.0.0 → 2.0.0) |
| g v --list | List stable releases (hides dev tags) |
| g v --prune | Delete old dev tags (keeps last 10) |
| g v --undo | Undo last version bump (delete latest tag) |
| g v -i | Version analysis with timestamp |
| g whoami | Dynamic identity & version banner |
Note: S4 uses Git Tags as the Single Source of Truth. No
VERSIONfile is created. It updates your.envversion variables if they exist.
| Command | Description |
|---------|-------------|
| g setup | Interactive setup wizard |
| g setup --api-key <provider> | Quick API key setup |
| g config --list | View all settings |
| g config --set key=value | Update configuration |
| g quick-help / g q | Quick command reference |
GIMS is designed to be "AI-Native", allowing AI agents to directly understand and control your git repository.
GIMS includes a built-in MCP server. This allows AI assistants like Claude Desktop, Cursor, and VS Code to directly "see" and "use" GIMS tools.
get_status: Get AI-enhanced git status and insights.analyze_history: Analyze commit history and patterns.version_info: Get current S4 version details.generate_commit_message: Generate a commit message for staged changes.run_git_command: Safe execution of raw git commands.Add to your claude_desktop_config.json:
{
"mcpServers": {
"gims": {
"command": "node",
"args": ["/path/to/gims/mcp/index.js"]
}
}
}
If you are building your own AI agent (using OpenAI, LangChain, etc.), you can plug GIMS tools directly into your tools array using our auto-generated schemas.
Schema Location: bin/tools-schema.json
const tools = require('gims/bin/tools-schema.json');
// Pass 'tools' directly to OpenAI API
GIMS supports multiple AI providers. Choose based on your needs:
| Provider | Model | Speed | Quality | Cost |
|----------|-------|-------|---------|------|
| Gemini | gemini-3-flash-preview | ⚡⚡⚡ | ⭐⭐⭐ | 🆓 Free |
| Groq | groq/compound | ⚡⚡⚡⚡ | ⭐⭐⭐ | 🆓 Free tier |
| OpenAI | gpt-5.2-2025-12-11 | ⚡⚡ | ⭐⭐⭐⭐ | 💰 Paid |
g setup --api-key gemini # Guided setup with instructions
g setup --api-key openai
g setup --api-key groq
GIMS automatically detects API keys from environment variables. Add to your shell profile (~/.zshrc, ~/.bashrc, etc.):
# Gemini (recommended - free)
export GEMINI_API_KEY="your-api-key-here"
# OpenAI
export OPENAI_API_KEY="your-api-key-here"
# Groq
export GROQ_API_KEY="your-api-key-here"
Then reload your shell: source ~/.zshrc
💡 Tip: If multiple API keys are set, GIMS auto-selects in order: Gemini → OpenAI → Groq
export GEMINI_API_KEY="your-key" or run g setup --api-key geminiexport GROQ_API_KEY="your-key" or run g setup --api-key groqexport OPENAI_API_KEY="your-key" or run g setup --api-key openai# View current settings
g config --list
# Enable conventional commits (feat:, fix:, etc.)
g config --set conventional=true
# Auto-stage all changes before commit
g config --set autoStage=true
# Disable clipboard copy
g config --set copy=false
# Show/hide progress indicators
g config --set progressIndicators=true
| Option | Type | Default | Description |
|--------|------|---------|-------------|
| provider | string | auto | AI provider: gemini, openai, groq, auto, none |
| model | string | — | Override default model for provider |
| conventional | boolean | false | Use Conventional Commits format |
| autoStage | boolean | false | Auto-stage all changes |
| copy | boolean | true | Copy suggestions to clipboard |
| progressIndicators | boolean | true | Show progress spinners |
g s # Check what's changed
g sp # Safe pull (won't lose uncommitted work)
# ... do your work ...
g o # Commit everything with AI message + push
g r # Get AI review of your changes
g o # Commit if review looks good
g fix # See sync status and options
g fix --ai # Get AI recommendation
g fix --merge # Merge remote changes
g fix --rebase # Rebase onto remote
g ss # Quick stash
g main # Switch to main and pull
# ... check something ...
g pop # Get your work back
g split # Get suggestions for splitting changes
g sg --multiple # Get multiple commit message options
| Task | Git | GIMS |
|------|-----|------|
| Commit & push | git add . && git commit -m "msg" && git push | g o |
| Pull with uncommitted changes | git stash && git pull && git stash pop | g sp |
| Check status | git status | g s (+ AI insights) |
| Fix diverged branch | Multiple commands + decisions | g fix --ai |
| Code review | External tool | g r |
g --help # Full command list with descriptions
g q # Quick reference card
g <command> -h # Help for specific command
Contributions are welcome! Feel free to:
MIT © S41R4J
Made with ❤️ for developers who'd rather code than write commit messages
</div>Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key
Streaming
No
Data region
global
Protocol support
Requires: mcp, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/mcp-s41r4j-gims/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-s41r4j-gims/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-s41r4j-gims/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"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/s41r4j/gims#input",
"outputSchemaRef": "https://github.com/s41r4j/gims#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:50.058Z",
"sourceUpdatedAt": "2026-02-24T19:46:50.058Z",
"freshnessSeconds": 4429950
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-s41r4j-gims/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-s41r4j-gims/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-s41r4j-gims/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-s41r4j-gims/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-s41r4j-gims/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-s41r4j-gims/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T02:19:20.468Z"
}
},
"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": "git",
"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": "ai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "commit",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "gpt",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "gemini",
"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": "developer-tools",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "version-control",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract capability:git|supported|profile capability:cli|supported|profile capability:ai|supported|profile capability:commit|supported|profile capability:gpt|supported|profile capability:gemini|supported|profile capability:openai|supported|profile capability:developer-tools|supported|profile capability:version-control|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-s41r4j-gims/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-s41r4j-gims/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:50.058Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://xpersona.co/api/v1/agents/mcp-s41r4j-gims/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-s41r4j-gims/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:50.058Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/s41r4j/gims#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-s41r4j-gims/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:50.058Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "S41r4j",
"href": "https://github.com/s41r4j/gims#readme",
"sourceUrl": "https://github.com/s41r4j/gims#readme",
"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/s41r4j/gims",
"sourceUrl": "https://github.com/s41r4j/gims",
"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-s41r4j-gims/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-s41r4j-gims/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 gims and adjacent AI workflows.