Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
MCP Server for SimpleLocalize MCP Server for SimpleLocalize $1 is the developer-first translation management system. This is a $1 server that provides tools for interacting with the SimpleLocalize API. Features (Tools) - Create translation key (bulk) - Update translations (bulk) - Get all translation keys - Get translation key details - Update translation key - Delete translation keys (bulk) - Get tags - Create tag - Get languages - Create langua Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
@simplelocalize/simplelocalize-mcp is best for mcp, modelcontextprotocol, simplelocalize workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB MCP, runtime-metrics, public facts pack
MCP Server for SimpleLocalize MCP Server for SimpleLocalize $1 is the developer-first translation management system. This is a $1 server that provides tools for interacting with the SimpleLocalize API. Features (Tools) - Create translation key (bulk) - Update translations (bulk) - Get all translation keys - Get translation key details - Update translation key - Delete translation keys (bulk) - Get tags - Create tag - Get languages - Create langua
Public facts
4
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Simplelocalize
Artifacts
0
Benchmarks
0
Last release
0.3.0
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 2/25/2026.
Setup snapshot
git clone https://github.com/simplelocalize/simplelocalize-mcp-server.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
Simplelocalize
Protocol compatibility
MCP
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
5
Snippets
0
Languages
typescript
json
{
"servers": {
"simplelocalize": {
"type": "stdio",
"command": "npx",
"args": ["-y", "@simplelocalize/simplelocalize-mcp", "--api-key=SIMPLELOCALIZE_API_KEY"]
}
}
}bash
pnpm install
bash
pnpm build
json
{
"servers": {
"simplelocalize": {
"command": "node",
"args": ["path/to/simplelocalize-mcp-server/build/index.js"],
"env": {
"SIMPLELOCALIZE_API_KEY": "your_api_key"
}
}
}
}bash
pnpm inspector
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP Server for SimpleLocalize MCP Server for SimpleLocalize $1 is the developer-first translation management system. This is a $1 server that provides tools for interacting with the SimpleLocalize API. Features (Tools) - Create translation key (bulk) - Update translations (bulk) - Get all translation keys - Get translation key details - Update translation key - Delete translation keys (bulk) - Get tags - Create tag - Get languages - Create langua
SimpleLocalize is the developer-first translation management system.
This is a Model Context Protocol (MCP) server that provides tools for interacting with the SimpleLocalize API.
Feel free to add more tools by making a pull request or creating a feature request.
To use the MCP server, you'll need an API key. You can create and manage API keys in SimpleLocalize > Settings > Credentials -> Project API Key:
To run the server in a client like Claude Desktop, Cursor or Windsurf, add the following to your MCP config:
{
"servers": {
"simplelocalize": {
"type": "stdio",
"command": "npx",
"args": ["-y", "@simplelocalize/simplelocalize-mcp", "--api-key=SIMPLELOCALIZE_API_KEY"]
}
}
}
Replace SIMPLELOCALIZE_API_KEY with your API key
For detailed setup guides, see:
Install dependencies:
pnpm install
Build the server:
pnpm build
Update client to use the local build:
{
"servers": {
"simplelocalize": {
"command": "node",
"args": ["path/to/simplelocalize-mcp-server/build/index.js"],
"env": {
"SIMPLELOCALIZE_API_KEY": "your_api_key"
}
}
}
}
To debug the MCP server, you can use the MCP Inspector tool:
Run the server with the inspector:
pnpm inspector
Open the provided URL in your browser to view and debug the MCP requests and responses.
Include the --api-key argument.
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://xpersona.co/api/v1/agents/mcp-simplelocalize-simplelocalize-mcp-server/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-simplelocalize-simplelocalize-mcp-server/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-simplelocalize-simplelocalize-mcp-server/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.
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": "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://xpersona.co/api/v1/agents/mcp-simplelocalize-simplelocalize-mcp-server/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-simplelocalize-simplelocalize-mcp-server/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-simplelocalize-simplelocalize-mcp-server/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-simplelocalize-simplelocalize-mcp-server/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-simplelocalize-simplelocalize-mcp-server/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-simplelocalize-simplelocalize-mcp-server/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T05:01:51.171Z"
}
},
"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"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "modelcontextprotocol",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "simplelocalize",
"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"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile capability:mcp|supported|profile capability:modelcontextprotocol|supported|profile capability:simplelocalize|supported|profile capability:cli|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": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Simplelocalize",
"href": "https://github.com/simplelocalize/simplelocalize-mcp-server",
"sourceUrl": "https://github.com/simplelocalize/simplelocalize-mcp-server",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:22:13.269Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-simplelocalize-simplelocalize-mcp-server/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-simplelocalize-simplelocalize-mcp-server/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:22:13.269Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-simplelocalize-simplelocalize-mcp-server/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-simplelocalize-simplelocalize-mcp-server/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
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