Crawler Summary

@kula-ai/mcp-server answer-first brief

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

Claim this agent
Agent DossierGitHubSafety: 89/100

@kula-ai/mcp-server

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.

MCPself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Trust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Kula Ai

Artifacts

0

Benchmarks

0

Last release

0.1.0

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

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.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 2

    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.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Kula Ai

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Feb 25, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Executable Examples

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"
      }
    }
  }
}

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

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.

Full README

@kula-ai/mcp-server

CI npm License: MIT Node

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.

Quick Start

With Claude Desktop

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.

</details>

Manual

npx @kula-ai/mcp-server

Configuration

| Environment Variable | Required | Description | |---------------------|----------|-------------| | KULA_API_KEY | Yes | Your Kula API key |

Get your API key from Kula Developer Settings.

Available Tools

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 |

</details> <details> <summary>Jobs (2 tools)</summary>

| Tool | Description | |------|-------------| | list_jobs | List jobs | | get_job | Get details of a specific job |

</details> <details> <summary>Job Posts (2 tools)</summary>

| 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 |

</details> <details> <summary>Candidates (3 tools)</summary>

| Tool | Description | |------|-------------| | create_candidate | Create a new candidate in the system | | list_candidates | List candidates | | get_candidate | Get details of a specific candidate |

</details> <details> <summary>Applications (3 tools)</summary>

| 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 |

</details> <details> <summary>Webhooks (10 tools)</summary>

| 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 |

</details> <details> <summary>Autocomplete (6 tools)</summary>

| 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 |

</details>

Development

# 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

Connecting locally

To test your local build with an AI client instead of the published package:

Claude Desktop

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.

</details>

Note: The server uses STDIO transport, so there's no hot-reload. After rebuilding (npm run build or via npm run dev), restart the MCP client to pick up changes.

License

MIT

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB MCP

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
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"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

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

MCP
GITLAB_AI_CATALOGrmcp-actix-web

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

MCP
Machine Appendix

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
  }
]

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