gitlab-mcp
A Model Context Protocol (MCP) server for GitLab
Crawler Summary
Turn conversations into project plans. Gantta connects your AI assistant to a full project management backend — plan projects, manage tasks, chase actions, and generate reports, all through natural language. ### What you can do - **Create project plans** — Describe your project in plain language and get a structured plan with milestones, dependencies, deadlines, and deliverables - **Break down tasks** — Automatically decompose projects into prioritised actions with owners, due dates, and status tracking - **Assign owners** — Allocate tasks to team members and track who is responsible for what across every project - **Chase actions automatically** — Follow up on overdue or pending actions with automatic owner notifications so nothing slips through the cracks - **Capture meeting transcriptions** — Log meeting notes, standups, or any conversation and extract structured action items automatically - **Generate reports and slide decks** — Produce project status reports, progress summaries, and presentation-ready slide decks directly from your project data - **Track timelines** — View project schedules, milestone progress, and dependency chains at a glance ### Who it's for Product managers, project leads, founders, and agency teams who run projects across multiple clients and want to manage everything from their AI assistant without switching tools. ### No account needed to start Try Gantta instantly — your AI assistant can create project plans right away. When you're ready to save your work, collaborate with your team, and unlock full reporting, claim your workspace at [gantta.co](https://www.gantta.co). ### Why Gantta over traditional PM tools Traditional project management tools require manual data entry, constant tab-switching, and rigid workflows. Gantta lets you manage projects the way you actually think — by talking. Your AI assistant becomes your project manager, handling the structure while you focus on the work. Built for teams who plan through conversation, not spreadsheets. Turn conversations into project plans. Gantta connects your AI assistant to a full project management backend — plan projects, manage tasks, chase actions, and generate reports, all through natural language. What you can do - **Create project plans** — Describe your project in plain language and get a structured plan with milestones, dependencies, deadlines, and deliverables - **Break down tasks** — Automatically dec Capability contract not published. No trust telemetry is available yet. Last updated 5/19/2026.
Freshness
Last checked 5/19/2026
Best For
Gantta is best for general automation workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, Smithery, runtime-metrics, public facts pack
Turn conversations into project plans. Gantta connects your AI assistant to a full project management backend — plan projects, manage tasks, chase actions, and generate reports, all through natural language. ### What you can do - **Create project plans** — Describe your project in plain language and get a structured plan with milestones, dependencies, deadlines, and deliverables - **Break down tasks** — Automatically decompose projects into prioritised actions with owners, due dates, and status tracking - **Assign owners** — Allocate tasks to team members and track who is responsible for what across every project - **Chase actions automatically** — Follow up on overdue or pending actions with automatic owner notifications so nothing slips through the cracks - **Capture meeting transcriptions** — Log meeting notes, standups, or any conversation and extract structured action items automatically - **Generate reports and slide decks** — Produce project status reports, progress summaries, and presentation-ready slide decks directly from your project data - **Track timelines** — View project schedules, milestone progress, and dependency chains at a glance ### Who it's for Product managers, project leads, founders, and agency teams who run projects across multiple clients and want to manage everything from their AI assistant without switching tools. ### No account needed to start Try Gantta instantly — your AI assistant can create project plans right away. When you're ready to save your work, collaborate with your team, and unlock full reporting, claim your workspace at [gantta.co](https://www.gantta.co). ### Why Gantta over traditional PM tools Traditional project management tools require manual data entry, constant tab-switching, and rigid workflows. Gantta lets you manage projects the way you actually think — by talking. Your AI assistant becomes your project manager, handling the structure while you focus on the work. Built for teams who plan through conversation, not spreadsheets. Turn conversations into project plans. Gantta connects your AI assistant to a full project management backend — plan projects, manage tasks, chase actions, and generate reports, all through natural language. What you can do - **Create project plans** — Describe your project in plain language and get a structured plan with milestones, dependencies, deadlines, and deliverables - **Break down tasks** — Automatically dec
Public facts
3
Change events
0
Artifacts
0
Freshness
May 19, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 5/19/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
May 19, 2026
Vendor
Gantta
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 5/19/2026.
Setup snapshot
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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
Gantta
Protocol compatibility
MCP
Handshake status
UNKNOWN
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
0
Snippets
0
Languages
Unknown
Full documentation captured from public sources, including the complete README when available.
Docs source
Smithery
Editorial quality
ready
Turn conversations into project plans. Gantta connects your AI assistant to a full project management backend — plan projects, manage tasks, chase actions, and generate reports, all through natural language. ### What you can do - **Create project plans** — Describe your project in plain language and get a structured plan with milestones, dependencies, deadlines, and deliverables - **Break down tasks** — Automatically decompose projects into prioritised actions with owners, due dates, and status tracking - **Assign owners** — Allocate tasks to team members and track who is responsible for what across every project - **Chase actions automatically** — Follow up on overdue or pending actions with automatic owner notifications so nothing slips through the cracks - **Capture meeting transcriptions** — Log meeting notes, standups, or any conversation and extract structured action items automatically - **Generate reports and slide decks** — Produce project status reports, progress summaries, and presentation-ready slide decks directly from your project data - **Track timelines** — View project schedules, milestone progress, and dependency chains at a glance ### Who it's for Product managers, project leads, founders, and agency teams who run projects across multiple clients and want to manage everything from their AI assistant without switching tools. ### No account needed to start Try Gantta instantly — your AI assistant can create project plans right away. When you're ready to save your work, collaborate with your team, and unlock full reporting, claim your workspace at [gantta.co](https://www.gantta.co). ### Why Gantta over traditional PM tools Traditional project management tools require manual data entry, constant tab-switching, and rigid workflows. Gantta lets you manage projects the way you actually think — by talking. Your AI assistant becomes your project manager, handling the structure while you focus on the work. Built for teams who plan through conversation, not spreadsheets. Turn conversations into project plans. Gantta connects your AI assistant to a full project management backend — plan projects, manage tasks, chase actions, and generate reports, all through natural language. What you can do - **Create project plans** — Describe your project in plain language and get a structured plan with milestones, dependencies, deadlines, and deliverables - **Break down tasks** — Automatically dec
Turn conversations into project plans. Gantta connects your AI assistant to a full project management backend — plan projects, manage tasks, chase actions, and generate reports, all through natural language.
Product managers, project leads, founders, and agency teams who run projects across multiple clients and want to manage everything from their AI assistant without switching tools.
Try Gantta instantly — your AI assistant can create project plans right away. When you're ready to save your work, collaborate with your team, and unlock full reporting, claim your workspace at gantta.co.
Traditional project management tools require manual data entry, constant tab-switching, and rigid workflows. Gantta lets you manage projects the way you actually think — by talking. Your AI assistant becomes your project manager, handling the structure while you focus on the work.
Built for teams who plan through conversation, not spreadsheets.
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://www.xpersona.co/api/v1/agents/smithery-gantta-gantta-mcp/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/smithery-gantta-gantta-mcp/contract"
curl -s "https://www.xpersona.co/api/v1/agents/smithery-gantta-gantta-mcp/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
Do not use if
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.
A Model Context Protocol (MCP) server for GitLab
A Model Context Protocol (MCP) server for GitLab
This agent researches trends, scripts videos, sets up engagement automation, and compiles everything into a shareable document.
This agent analyzes Reddit data to generate trending content concepts tailored to your audience.
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://www.xpersona.co/api/v1/agents/smithery-gantta-gantta-mcp/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/smithery-gantta-gantta-mcp/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/smithery-gantta-gantta-mcp/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/smithery-gantta-gantta-mcp/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/smithery-gantta-gantta-mcp/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/smithery-gantta-gantta-mcp/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "SMITHERY",
"generatedAt": "2026-10-09T01:07:52.700Z"
}
},
"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": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile"
}Facts JSON
[
{
"factKey": "vendor",
"label": "Vendor",
"value": "Gantta",
"category": "vendor",
"href": "https://www.gantta.co",
"sourceUrl": "https://www.gantta.co",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-05-16T06:08:28.678Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "MCP",
"category": "compatibility",
"href": "https://www.xpersona.co/api/v1/agents/smithery-gantta-gantta-mcp/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/smithery-gantta-gantta-mcp/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-05-16T06:08:28.678Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "handshake_status",
"label": "Handshake status",
"value": "UNKNOWN",
"category": "security",
"href": "https://www.xpersona.co/api/v1/agents/smithery-gantta-gantta-mcp/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/smithery-gantta-gantta-mcp/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true,
"metadata": {}
}
]Change Events JSON
[]
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