Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
MCP server for the Kula recruiting API @kula-ai/mcp-server $1 $1 $1 $1 An MCP (Model Context Protocol) server for the $1 recruiting API. Connect AI assistants like Claude to your Kula account to list jobs, manage applications, configure webhooks, and more. Quick Start With Claude Desktop Add to your Claude Desktop configuration (~/Library/Application Support/Claude/claude_desktop_config.json): <details> <summary>With Cursor</summary> Add to ~/.cursor/mcp. Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
@kula-ai/mcp-server is best for mcp, model-context-protocol, kula 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 the Kula recruiting API @kula-ai/mcp-server $1 $1 $1 $1 An MCP (Model Context Protocol) server for the $1 recruiting API. Connect AI assistants like Claude to your Kula account to list jobs, manage applications, configure webhooks, and more. Quick Start With Claude Desktop Add to your Claude Desktop configuration (~/Library/Application Support/Claude/claude_desktop_config.json): <details> <summary>With Cursor</summary> Add to ~/.cursor/mcp.
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
Kula Ai
Artifacts
0
Benchmarks
0
Last release
0.1.0
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/kula-ai/kula-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
Kula Ai
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
6
Snippets
0
Languages
typescript
json
{
"mcpServers": {
"kula": {
"command": "npx",
"args": ["-y", "@kula-ai/mcp-server"],
"env": {
"KULA_API_KEY": "your_api_key_here"
}
}
}
}json
{
"mcpServers": {
"kula": {
"command": "npx",
"args": ["-y", "@kula-ai/mcp-server"],
"env": {
"KULA_API_KEY": "your_api_key_here"
}
}
}
}bash
claude mcp add kula -- npx -y @kula-ai/mcp-server
bash
npx @kula-ai/mcp-server
bash
# Use correct Node version nvm use # Install dependencies npm install # Build npm run build # Watch mode npm run dev # Run tests npm test # Test with MCP Inspector npx @modelcontextprotocol/inspector node build/index.js
json
{
"mcpServers": {
"kula": {
"command": "node",
"args": ["/absolute/path/to/kula-mcp/build/index.js"],
"env": {
"KULA_API_KEY": "your_api_key_here"
}
}
}
}Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP server for the Kula recruiting API @kula-ai/mcp-server $1 $1 $1 $1 An MCP (Model Context Protocol) server for the $1 recruiting API. Connect AI assistants like Claude to your Kula account to list jobs, manage applications, configure webhooks, and more. Quick Start With Claude Desktop Add to your Claude Desktop configuration (~/Library/Application Support/Claude/claude_desktop_config.json): <details> <summary>With Cursor</summary> Add to ~/.cursor/mcp.
An MCP (Model Context Protocol) server for the Kula recruiting API. Connect AI assistants like Claude to your Kula account to list jobs, manage applications, configure webhooks, and more.
Add to your Claude Desktop configuration (~/Library/Application Support/Claude/claude_desktop_config.json):
{
"mcpServers": {
"kula": {
"command": "npx",
"args": ["-y", "@kula-ai/mcp-server"],
"env": {
"KULA_API_KEY": "your_api_key_here"
}
}
}
}
<details>
<summary>With Cursor</summary>
Add to ~/.cursor/mcp.json:
{
"mcpServers": {
"kula": {
"command": "npx",
"args": ["-y", "@kula-ai/mcp-server"],
"env": {
"KULA_API_KEY": "your_api_key_here"
}
}
}
}
</details>
<details>
<summary>With Claude Code</summary>
claude mcp add kula -- npx -y @kula-ai/mcp-server
Then set KULA_API_KEY in your environment.
npx @kula-ai/mcp-server
| Environment Variable | Required | Description |
|---------------------|----------|-------------|
| KULA_API_KEY | Yes | Your Kula API key |
Get your API key from Kula Developer Settings.
26 tools across 7 categories:
<details> <summary>Organization (2 tools)</summary>| Tool | Description |
|------|-------------|
| list_departments | List all departments in the organization as a nested tree structure |
| list_offices | List all offices in the organization |
| Tool | Description |
|------|-------------|
| list_jobs | List jobs |
| get_job | Get details of a specific job |
| Tool | Description |
|------|-------------|
| list_job_posts | List published job posts on the job board |
| get_job_post | Get details of a specific job post from the job board |
| Tool | Description |
|------|-------------|
| create_candidate | Create a new candidate in the system |
| list_candidates | List candidates |
| get_candidate | Get details of a specific candidate |
| Tool | Description |
|------|-------------|
| list_applications | List job applications |
| get_application | Get details of a specific application |
| update_application_stage | Update the stage of a specific application |
| Tool | Description |
|------|-------------|
| list_webhooks | List all configured webhooks |
| create_webhook | Create a new webhook subscription |
| get_webhook | Get details of a specific webhook |
| update_webhook | Update an existing webhook configuration |
| delete_webhook | Delete a webhook |
| enable_webhook | Enable a disabled webhook |
| disable_webhook | Disable an active webhook |
| rotate_webhook_secret | Rotate the signing secret for a webhook |
| list_webhook_events | List all available webhook event types you can subscribe to |
| get_webhook_sample_payload | Get a sample webhook payload for a specific event type |
| Tool | Description |
|------|-------------|
| search_companies | Search companies by name |
| list_industries | List all available industries |
| search_locations | Search locations by query |
| search_institutions | Search academic institutions by name |
| search_disciplines | Search academic disciplines by name |
| list_degrees | List all available academic degrees |
# Use correct Node version
nvm use
# Install dependencies
npm install
# Build
npm run build
# Watch mode
npm run dev
# Run tests
npm test
# Test with MCP Inspector
npx @modelcontextprotocol/inspector node build/index.js
To test your local build with an AI client instead of the published package:
Edit ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"kula": {
"command": "node",
"args": ["/absolute/path/to/kula-mcp/build/index.js"],
"env": {
"KULA_API_KEY": "your_api_key_here"
}
}
}
}
<details>
<summary>With Cursor</summary>
Edit ~/.cursor/mcp.json:
{
"mcpServers": {
"kula": {
"command": "node",
"args": ["/absolute/path/to/kula-mcp/build/index.js"],
"env": {
"KULA_API_KEY": "your_api_key_here"
}
}
}
}
</details>
<details>
<summary>With Claude Code</summary>
claude mcp add kula -- node /absolute/path/to/kula-mcp/build/index.js
Then set KULA_API_KEY in your environment.
Note: The server uses STDIO transport, so there's no hot-reload. After rebuilding (
npm run buildor vianpm run dev), restart the MCP client to pick up changes.
MIT
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-kula-ai-kula-mcp-server/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-kula-ai-kula-mcp-server/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-kula-ai-kula-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-kula-ai-kula-mcp-server/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-kula-ai-kula-mcp-server/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-kula-ai-kula-mcp-server/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-kula-ai-kula-mcp-server/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-kula-ai-kula-mcp-server/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-kula-ai-kula-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": "2026-04-17T02:19:34.914Z"
}
},
"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": "model-context-protocol",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "kula",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "recruiting",
"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": "claude",
"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:model-context-protocol|supported|profile capability:kula|supported|profile capability:recruiting|supported|profile capability:ai|supported|profile capability:claude|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": "Kula Ai",
"href": "https://github.com/kula-ai/kula-mcp-server",
"sourceUrl": "https://github.com/kula-ai/kula-mcp-server",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:10:37.007Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-kula-ai-kula-mcp-server/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-kula-ai-kula-mcp-server/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:10:37.007Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-kula-ai-kula-mcp-server/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-kula-ai-kula-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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