Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
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
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**:
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
Jagadeesh52423
Artifacts
0
Benchmarks
0
Last release
0.0.2
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/jagadeesh52423/redash-mcp.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
Jagadeesh52423
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
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"
}
}
}
}Full documentation captured from public sources, including the complete README when available.
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**:
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>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 keyOptional 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 errorsClone this repository:
git clone https://github.com/jagadeesh52423/redash-mcp.git
cd redash-mcp
Install dependencies:
npm install
Create a .env file with your Redash configuration:
REDASH_URL=https://your-redash-instance.com
REDASH_API_KEY=your_api_key
Build the project:
npm run build
Start the server:
npm start
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"
}
}
}
}
list_queries: List all available queries with pagination and searchget_query: Get details of a specific query including parameterscreate_query: Create a new query with automatic validationupdate_query: Update an existing query with validationarchive_query: Archive (soft-delete) a querylist_data_sources: List all available data sourcesadd_query_parameter: Add parameters to queries (text, number, date, date-range, enum)update_query_parameter_type: Update parameter types and optionsexecute_query: Execute a saved query with parametersexecute_raw_query: Execute raw SQL queries directlylist_dashboards: List all available dashboards with paginationget_dashboard: Get dashboard details including widgetscreate_dashboard: Create new dashboards with filterscreate_widget: Create dashboard widgets (text or visualization)update_widget: Update existing widgetsdelete_widget: Remove widgets from dashboardsget_visualization: Get visualization details and configurationcreate_visualization: Create new visualizations for queriesupdate_visualization: Update visualization settingsdelete_visualization: Delete visualizationsThe 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
});
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
text: Text input fieldnumber: Numeric input fielddate: Date pickerdate-range: Date range picker with start and end datesenum: Dropdown selection with predefined optionsCreate 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 }
}
});
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
Run in development mode:
npm run dev
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
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.
v1.3.0: Added enum parameters with dropdown options and automatic query validation
enumOptions for dropdown selectionsv1.2.0: Comprehensive dashboard and widget management
v1.1.0: Enhanced query management and SSL improvements
v1.0.0: Initial release with basic query and resource management
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-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"
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/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
}
]Sponsored
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