Crawler Summary

@jagadeesh52423/redash-mcp answer-first brief

MCP server for Redash integration Redash MCP Server Model Context Protocol (MCP) server for integrating Redash with AI assistants like Claude. <a href="https://glama.ai/mcp/servers/j9bl90s3tw"> <img width="380" height="200" src="https://glama.ai/mcp/servers/j9bl90s3tw/badge" alt="Redash Server MCP server" /> </a> Features - **Query Management**: Create, update, archive, and execute Redash queries with automatic validation - **Parameter Management**: 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

@jagadeesh52423/redash-mcp 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

Claim this agent
Agent DossierGitHubSafety: 98/100

@jagadeesh52423/redash-mcp

MCP server for Redash integration Redash MCP Server Model Context Protocol (MCP) server for integrating Redash with AI assistants like Claude. <a href="https://glama.ai/mcp/servers/j9bl90s3tw"> <img width="380" height="200" src="https://glama.ai/mcp/servers/j9bl90s3tw/badge" alt="Redash Server MCP server" /> </a> Features - **Query Management**: Create, update, archive, and execute Redash queries with automatic validation - **Parameter Management**:

MCPverified

Public facts

6

Change events

1

Artifacts

0

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Jagadeesh52423

Artifacts

0

Benchmarks

0

Last release

0.0.2

Executive Summary

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

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Setup snapshot

git clone https://github.com/jagadeesh52423/redash-mcp.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

Jagadeesh52423

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 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

bash

git clone https://github.com/jagadeesh52423/redash-mcp.git
   cd redash-mcp

bash

npm install

text

REDASH_URL=https://your-redash-instance.com
   REDASH_API_KEY=your_api_key

bash

npm run build

bash

npm start

json

{
  "mcpServers": {
    "redash": {
      "command": "npx",
      "args": [
         "-y",
         "@jagadeesh52423/redash-mcp"
      ],
      "env": {
        "REDASH_API_KEY": "your-api-key",
        "REDASH_URL": "https://your-redash-instance.com"
      }
    }
  }
}

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 Redash integration Redash MCP Server Model Context Protocol (MCP) server for integrating Redash with AI assistants like Claude. <a href="https://glama.ai/mcp/servers/j9bl90s3tw"> <img width="380" height="200" src="https://glama.ai/mcp/servers/j9bl90s3tw/badge" alt="Redash Server MCP server" /> </a> Features - **Query Management**: Create, update, archive, and execute Redash queries with automatic validation - **Parameter Management**:

Full README

Redash MCP Server

Model Context Protocol (MCP) server for integrating Redash with AI assistants like Claude.

<a href="https://glama.ai/mcp/servers/j9bl90s3tw"> <img width="380" height="200" src="https://glama.ai/mcp/servers/j9bl90s3tw/badge" alt="Redash Server MCP server" /> </a>

Features

  • Query Management: Create, update, archive, and execute Redash queries with automatic validation
  • Parameter Management: Add and configure query parameters including dropdown/enum types
  • Dashboard Management: Create, manage dashboards and widgets
  • Visualization Management: Create, update, and delete visualizations
  • Data Source Integration: List and work with multiple data sources
  • Resource Access: Browse queries and dashboards as MCP resources
  • Query Validation: Automatic query execution validation before creation/updates
  • Flexible Authentication: Support for API keys with configurable SSL options

Prerequisites

  • Node.js (v18 or later)
  • npm or yarn
  • Access to a Redash instance
  • Redash API key

Environment Variables

The server requires the following environment variables:

  • REDASH_URL: Your Redash instance URL (e.g., https://redash.example.com)
  • REDASH_API_KEY: Your Redash API key

Optional variables:

  • REDASH_TIMEOUT: Timeout for API requests in milliseconds (default: 30000)
  • NODE_TLS_REJECT_UNAUTHORIZED: Set to '0' to ignore SSL certificate errors (not recommended for production)
  • REDASH_IGNORE_SSL_ERRORS: Set to 'true' to ignore SSL certificate verification errors

Installation

  1. Clone this repository:

    git clone https://github.com/jagadeesh52423/redash-mcp.git
    cd redash-mcp
    
  2. Install dependencies:

    npm install
    
  3. Create a .env file with your Redash configuration:

    REDASH_URL=https://your-redash-instance.com
    REDASH_API_KEY=your_api_key
    
  4. Build the project:

    npm run build
    
  5. Start the server:

    npm start
    

Usage with Claude for Desktop

To use this MCP server with Claude for Desktop, configure it in your Claude for Desktop configuration file:

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%\Claude\claude_desktop_config.json

Add the following configuration (edit paths as needed):

{
  "mcpServers": {
    "redash": {
      "command": "npx",
      "args": [
         "-y",
         "@jagadeesh52423/redash-mcp"
      ],
      "env": {
        "REDASH_API_KEY": "your-api-key",
        "REDASH_URL": "https://your-redash-instance.com"
      }
    }
  }
}

Available Tools

Query Management

  • list_queries: List all available queries with pagination and search
  • get_query: Get details of a specific query including parameters
  • create_query: Create a new query with automatic validation
  • update_query: Update an existing query with validation
  • archive_query: Archive (soft-delete) a query
  • list_data_sources: List all available data sources

Query Parameters

  • add_query_parameter: Add parameters to queries (text, number, date, date-range, enum)
  • update_query_parameter_type: Update parameter types and options

Query Execution

  • execute_query: Execute a saved query with parameters
  • execute_raw_query: Execute raw SQL queries directly

Dashboard Management

  • list_dashboards: List all available dashboards with pagination
  • get_dashboard: Get dashboard details including widgets
  • create_dashboard: Create new dashboards with filters

Widget Management

  • create_widget: Create dashboard widgets (text or visualization)
  • update_widget: Update existing widgets
  • delete_widget: Remove widgets from dashboards

Visualization Management

  • get_visualization: Get visualization details and configuration
  • create_visualization: Create new visualizations for queries
  • update_visualization: Update visualization settings
  • delete_visualization: Delete visualizations

Key Features

Automatic Query Validation

The server automatically validates queries before creating or updating them by executing them first. This prevents saving queries with syntax errors or permission issues.

// Query validation is enabled by default
await createQuery({
  name: "Test Query",
  data_source_id: 1,
  query: "SELECT * FROM users", // This will be tested before saving
});

// Skip validation if needed
await createQuery({
  name: "Test Query",
  data_source_id: 1,
  query: "SELECT * FROM users",
  skipValidation: true // Bypasses validation
});

Enum Parameters with Dropdown Options

Create dropdown parameters for queries using the enum type:

// Add an enum parameter with dropdown options
await addQueryParameter({
  queryId: 123,
  parameterName: "status",
  parameterType: "enum",
  enumOptions: "active\ninactive\npending", // Newline-separated options
  defaultValue: "active"
});

// This creates a dropdown with options: active, inactive, pending

Parameter Types Supported

  • text: Text input field
  • number: Numeric input field
  • date: Date picker
  • date-range: Date range picker with start and end dates
  • enum: Dropdown selection with predefined options

Dashboard and Widget Management

Create comprehensive dashboards with widgets:

// Create a dashboard
const dashboard = await createDashboard({
  name: "Analytics Dashboard",
  dashboard_filters_enabled: true
});

// Add a visualization widget
await createWidget({
  dashboard_id: dashboard.id,
  visualization_id: 456,
  options: {
    position: { sizeX: 3, sizeY: 2, col: 0, row: 0 }
  }
});

// Add a text widget
await createWidget({
  dashboard_id: dashboard.id,
  text: "## Welcome to Analytics",
  options: {
    position: { sizeX: 6, sizeY: 1, col: 0, row: 2 }
  }
});

CLI Usage

The server also supports CLI arguments for configuration:

# Using CLI arguments
node dist/index.js --url https://redash.example.com --api-key your_key

# With SSL options
node dist/index.js --url https://redash.example.com --api-key your_key --ignore-ssl

Development

Run in development mode:

npm run dev

Troubleshooting

SSL Certificate Issues

If you encounter SSL certificate errors when connecting to your Redash instance:

# Option 1: Use environment variable (affects all Node.js processes)
export NODE_TLS_REJECT_UNAUTHORIZED=0

# Option 2: Use Redash-specific environment variable
export REDASH_IGNORE_SSL_ERRORS=true

# Option 3: Use CLI flag
node dist/index.js --ignore-ssl

Common Issues

Query Validation Failures: If queries fail validation but you know they're correct, you can skip validation:

await createQuery({
  name: "Complex Query",
  query: "SELECT * FROM complex_view",
  skipValidation: true
});

Parameter Not Found Errors: When updating parameter types, ensure the parameter exists first or create it with add_query_parameter.

Dashboard Widget Positioning: Widget positions use a grid system. Ensure col and row values don't overlap with existing widgets.

Version History

  • v1.3.0: Added enum parameters with dropdown options and automatic query validation

    • Enum parameter support with enumOptions for dropdown selections
    • Automatic query validation before create/update operations
    • Enhanced parameter management with type-specific options
    • Improved error handling and validation feedback
  • v1.2.0: Comprehensive dashboard and widget management

    • Dashboard creation and management
    • Widget creation, updating, and deletion
    • Visualization management (create, update, delete)
    • Enhanced dashboard filtering capabilities
  • v1.1.0: Enhanced query management and SSL improvements

    • Query parameter management (add, update parameter types)
    • SSL certificate verification options
    • CLI argument support for configuration
    • Improved error handling and logging
  • v1.0.0: Initial release with basic query and resource management

License

MIT

Contract & API

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

Verifiedcapability-contract

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

No

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Protocol support is explicitly confirmed in contract metadata.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-jagadeesh52423-redash-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-jagadeesh52423-redash-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-jagadeesh52423-redash-mcp/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

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": "ready",
  "authModes": [
    "mcp",
    "api_key"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/jagadeesh52423/redash-mcp#input",
  "outputSchemaRef": "https://github.com/jagadeesh52423/redash-mcp#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:46:36.333Z",
  "sourceUpdatedAt": "2026-02-24T19:46:36.333Z",
  "freshnessSeconds": 4422010
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-jagadeesh52423-redash-mcp/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-jagadeesh52423-redash-mcp/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-jagadeesh52423-redash-mcp/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-jagadeesh52423-redash-mcp/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-jagadeesh52423-redash-mcp/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-jagadeesh52423-redash-mcp/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T00:06:46.953Z"
    }
  },
  "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"
    },
    {
      "key": "redash",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "mcp",
      "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|supported|contract capability:redash|supported|profile capability:mcp|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": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-jagadeesh52423-redash-mcp/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-jagadeesh52423-redash-mcp/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:36.333Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/mcp-jagadeesh52423-redash-mcp/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-jagadeesh52423-redash-mcp/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:36.333Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/jagadeesh52423/redash-mcp#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-jagadeesh52423-redash-mcp/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:36.333Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Jagadeesh52423",
    "href": "https://github.com/jagadeesh52423/redash-mcp#readme",
    "sourceUrl": "https://github.com/jagadeesh52423/redash-mcp#readme",
    "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-jagadeesh52423-redash-mcp/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-jagadeesh52423-redash-mcp/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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