Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Go-to-market engine for Claude Code — analyze products, build GTM plans, generate launch content, and orchestrate market entry. plugin-gtm $1 $1 $1 Go-to-market engine for Claude Code. Analyze your product, build a GTM strategy, generate launch content, and track your launch — all from the terminal. Why You just built something. Now you need to ship it. That means positioning, messaging, a launch plan, landing page copy, social posts, a README... and suddenly you're in five different tabs context-switching between your code and a pile of mark 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
plugin-gtm 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
Go-to-market engine for Claude Code — analyze products, build GTM plans, generate launch content, and orchestrate market entry. plugin-gtm $1 $1 $1 Go-to-market engine for Claude Code. Analyze your product, build a GTM strategy, generate launch content, and track your launch — all from the terminal. Why You just built something. Now you need to ship it. That means positioning, messaging, a launch plan, landing page copy, social posts, a README... and suddenly you're in five different tabs context-switching between your code and a pile of mark
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
Twofoldtech Dakota
Artifacts
0
Benchmarks
0
Last release
0.2.0
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/twofoldtech-dakota/plugin-gtm.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
Twofoldtech Dakota
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
/plugin marketplace add twofoldtech-dakota/plugin-gtm
text
/plugin install plugin-gtm@twofoldtech-dakota-plugin-gtm
text
/gtm-analyze
text
/gtm-plan
text
/gtm-content readme /gtm-content landing_page /gtm-content social_post /gtm-content email /gtm-content blog_post
text
/gtm-research competitive /gtm-research channels /gtm-research pricing
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
Go-to-market engine for Claude Code — analyze products, build GTM plans, generate launch content, and orchestrate market entry. plugin-gtm $1 $1 $1 Go-to-market engine for Claude Code. Analyze your product, build a GTM strategy, generate launch content, and track your launch — all from the terminal. Why You just built something. Now you need to ship it. That means positioning, messaging, a launch plan, landing page copy, social posts, a README... and suddenly you're in five different tabs context-switching between your code and a pile of mark
Go-to-market engine for Claude Code. Analyze your product, build a GTM strategy, generate launch content, and track your launch — all from the terminal.
You just built something. Now you need to ship it. That means positioning, messaging, a launch plan, landing page copy, social posts, a README... and suddenly you're in five different tabs context-switching between your code and a pile of marketing tools.
plugin-gtm keeps you in the terminal. Point it at your codebase, and it figures out what you built, who it's for, and how to take it to market.
| Skill | What it does |
|-------|-------------|
| /gtm | Command router — check status, list products, get help |
| /gtm-analyze | Scan a project codebase or describe an idea → structured product profile |
| /gtm-plan | Build a full GTM plan: positioning, messaging, ICP, channels, pricing, timeline |
| /gtm-content | Generate launch content: landing pages, README, emails, social posts, blog posts |
| /gtm-research | Competitive analysis, market sizing, channel research |
20 MCP tools for persistent storage — product profiles, plans, content, and launch checklists survive across sessions in SQLite.
4 hive blueprints for multi-agent orchestration via plugin-hive:
gtm-full-launch — End-to-end: analyze → research → plan → content → launchgtm-content-sprint — Generate all content assets in parallelgtm-competitive-intel — Deep competitive researchgtm-idea-to-plan — Validate a raw idea through to a complete planStep 1 — Add the marketplace (once per machine):
/plugin marketplace add twofoldtech-dakota/plugin-gtm
Step 2 — Install the plugin:
/plugin install plugin-gtm@twofoldtech-dakota-plugin-gtm
Requires Node.js >= 22 (for native node:sqlite).
/gtm-analyze
Point it at your current project or provide a path. It reads your codebase — README, package.json, source files, git history — and extracts what the product does, who it's for, and what makes it different. The result is persisted as a product profile.
/gtm-plan
Walks you through positioning, messaging, ideal customer profile, distribution channels, pricing, and a phased launch timeline. Generates a launch checklist automatically.
/gtm-content readme
/gtm-content landing_page
/gtm-content social_post
/gtm-content email
/gtm-content blog_post
Generates content based on your product profile and GTM plan. Everything stays consistent — same voice, same messaging, same positioning.
/gtm-research competitive
/gtm-research channels
/gtm-research pricing
Competitive analysis, channel research, and pricing benchmarks using web search. Findings can be applied back to your GTM plan.
/gtm status
See all your products, plans, and launch progress at a glance.
plugin-gtm is one piece of a three-plugin system:
plugin-architect → Design & build products
plugin-hive → Orchestrate multi-agent workflows
plugin-gtm → Take products to market
| Plugin | Repo | |--------|------| | plugin-architect | twofoldtech-dakota/plugin-architect | | plugin-hive | twofoldtech-dakota/plugin-hive | | plugin-gtm | You're here |
The workflow: Architect designs and builds it → GTM analyzes it and plans the launch → Hive orchestrates multi-agent execution → GTM tracks progress.
All tools are namespaced with gtm_ and available to Claude when the plugin is installed.
| Category | Tools |
|----------|-------|
| Product | gtm_product_create, gtm_product_get, gtm_product_list, gtm_product_update, gtm_product_delete |
| Plan | gtm_plan_create, gtm_plan_get, gtm_plan_list, gtm_plan_update, gtm_plan_delete |
| Content | gtm_content_create, gtm_content_get, gtm_content_list, gtm_content_update, gtm_content_delete |
| Launch | gtm_launch_item_create, gtm_launch_item_list, gtm_launch_item_update, gtm_launch_item_delete, gtm_launch_progress |
plugin-gtm/
├── .claude-plugin/ # Plugin manifest + marketplace registration
├── .mcp.json # MCP server registration
├── skills/ # 5 user-facing skills (SKILL.md files)
├── blueprints/ # 4 hive-compatible workflow definitions
└── src/ # MCP server (TypeScript, Node.js 22, SQLite)
├── index.ts # Tool + resource registration
├── db.ts # SQLite persistence layer
├── types.ts # Type definitions
├── product/ # Product profile CRUD
├── plan/ # GTM plan CRUD
├── content/ # Content library CRUD
└── launch/ # Launch tracker CRUD
Data is stored in .gtm/gtm.db inside your project directory (configurable via GTM_DATA_DIR).
See ARCHITECTURE.md for the full design document.
git clone https://github.com/twofoldtech-dakota/plugin-gtm.git
cd plugin-gtm
npm install
npm run build
For local development with file watching:
npm run dev
To test the local copy as a plugin:
claude --plugin-dir .
MIT
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-twofoldtech-dakota-plugin-gtm/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-twofoldtech-dakota-plugin-gtm/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-twofoldtech-dakota-plugin-gtm/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/twofoldtech-dakota/plugin-gtm#input",
"outputSchemaRef": "https://github.com/twofoldtech-dakota/plugin-gtm#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:47.358Z",
"sourceUpdatedAt": "2026-02-24T19:46:47.358Z",
"freshnessSeconds": 4430294
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-twofoldtech-dakota-plugin-gtm/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-twofoldtech-dakota-plugin-gtm/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-twofoldtech-dakota-plugin-gtm/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-twofoldtech-dakota-plugin-gtm/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-twofoldtech-dakota-plugin-gtm/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-twofoldtech-dakota-plugin-gtm/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T02:25:01.730Z"
}
},
"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-twofoldtech-dakota-plugin-gtm/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-twofoldtech-dakota-plugin-gtm/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:47.358Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://xpersona.co/api/v1/agents/mcp-twofoldtech-dakota-plugin-gtm/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-twofoldtech-dakota-plugin-gtm/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:47.358Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/twofoldtech-dakota/plugin-gtm#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-twofoldtech-dakota-plugin-gtm/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:47.358Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Twofoldtech Dakota",
"href": "https://github.com/twofoldtech-dakota/plugin-gtm",
"sourceUrl": "https://github.com/twofoldtech-dakota/plugin-gtm",
"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-twofoldtech-dakota-plugin-gtm/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-twofoldtech-dakota-plugin-gtm/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 plugin-gtm and adjacent AI workflows.