gitlab-mcp
A Model Context Protocol (MCP) server for GitLab
Crawler Summary
MCP server for Google Search Console, Bing Webmaster Tools, and Google Analytics 4 Search Console MCP A Model Context Protocol (MCP) server that transforms how you interact with **Google Search Console**, **Bing Webmaster Tools**, and **Google Analytics 4**. Stop exporting CSVs and start asking questions. $1 --- $1 $1 Why use this? ❌ The Old, Broken Way * **Data Silos**: Manually checking Google, then Bing, then GA4. * **Manual Correlation**: Exporting 3 different CSVs and using VLOOKUPs to see if Capability contract not published. No trust telemetry is available yet. 19 GitHub stars reported by the source. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
search-console-mcp is best for mcp, bing-search, bing webmaster 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 Google Search Console, Bing Webmaster Tools, and Google Analytics 4 Search Console MCP A Model Context Protocol (MCP) server that transforms how you interact with **Google Search Console**, **Bing Webmaster Tools**, and **Google Analytics 4**. Stop exporting CSVs and start asking questions. $1 --- $1 $1 Why use this? ❌ The Old, Broken Way * **Data Silos**: Manually checking Google, then Bing, then GA4. * **Manual Correlation**: Exporting 3 different CSVs and using VLOOKUPs to see if
Public facts
5
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. 19 GitHub stars reported by the source. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Saurabhsharma2u
Artifacts
0
Benchmarks
0
Last release
1.13.1
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. 19 GitHub stars reported by the source. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/saurabhsharma2u/search-console-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
Saurabhsharma2u
Protocol compatibility
MCP
Adoption signal
19 GitHub stars
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
bash
npx search-console-mcp setup
bash
# Logout of the default account npx search-console-mcp logout # Logout of a specific account npx search-console-mcp logout [email protected]
bash
export GOOGLE_APPLICATION_CREDENTIALS="/path/to/your/key.json"
bash
export BING_API_KEY="your-api-key-here"
bash
# List all connected accounts npx search-console-mcp accounts list # Remove an account npx search-console-mcp accounts remove [email protected] # Add a site boundary to an account npx search-console-mcp accounts add-site [email protected] --site=example.com
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP server for Google Search Console, Bing Webmaster Tools, and Google Analytics 4 Search Console MCP A Model Context Protocol (MCP) server that transforms how you interact with **Google Search Console**, **Bing Webmaster Tools**, and **Google Analytics 4**. Stop exporting CSVs and start asking questions. $1 --- $1 $1 Why use this? ❌ The Old, Broken Way * **Data Silos**: Manually checking Google, then Bing, then GA4. * **Manual Correlation**: Exporting 3 different CSVs and using VLOOKUPs to see if
A Model Context Protocol (MCP) server that transforms how you interact with Google Search Console, Bing Webmaster Tools, and Google Analytics 4. Stop exporting CSVs and start asking questions.
One Server. Three Platforms. Infinite Accounts. Actionable Intelligence.
Copy and paste these into your MCP client (Claude Desktop, etc.) to see the intelligence engine in action:
"My traffic dropped this week compared to last. Use the anomaly detection and time-series tools to find exactly when the drop started and which pages are responsible."
"Find keywords for https://example.com where I'm ranking in positions 8-15 but have at least 1,000 impressions. These are my best opportunities for a quick traffic boost."
"Check for keyword cannibalization. Are there any queries where two or more of my pages are competing and splitting the traffic? Suggest which one should be the primary authority."
"Analyze my top 50 keywords for the last 90 days. Rank them by a custom 'Opportunity Score' (Impressions / Position). Give me the top 5 specific pages to focus on."
"Run a full SEO health check for my site. Segment the results by Brand vs. Non-Brand and give me 3 high-impact actions for the upcoming week."
"Fetch the top 5 pages by impressions. For these pages, run a PageSpeed audit. Is there any correlation between low performance scores and recently declining positions?"
"Compare my performance between Google and Bing for the last 30 days. Which keywords are ranking better on Bing but have lower traffic on Google?"
"Show me keywords where I'm in the top 5 on Google but not ranking on Bing. These are my easy Bing wins."
"Am I too dependent on Google? Check my click share across both engines and flag any keywords where over 85% of traffic comes from Google."
"Run an
opportunity_matrixfor my top 20 pages. Which high-visibility pages have the lowest engagement or conversion rates? These are my conversion optimization priorities."
Search Console MCP uses a Secure Desktop Flow. This provides high-security, professional grade authentication for your Google account:
Run the following command to start the authorization process:
npx search-console-mcp setup
The CLI will:
To wipe your credentials from both the keychain and the disk:
# Logout of the default account
npx search-console-mcp logout
# Logout of a specific account
npx search-console-mcp logout [email protected]
For server-side environments or automated tasks where interactive login isn't possible, you can use a Google Cloud Service Account.
[email protected]) as a user with at least "Full" or "Restricted" permissions.export GOOGLE_APPLICATION_CREDENTIALS="/path/to/your/key.json"
To access Bing data, you simply need an API Key.
export BING_API_KEY="your-api-key-here"
Connect your GA4 properties to correlate ranking data with user behavior.
npx search-console-mcp setup --engine=ga4Manage multiple Google and Bing accounts from the CLI:
# List all connected accounts
npx search-console-mcp accounts list
# Remove an account
npx search-console-mcp accounts remove [email protected]
# Add a site boundary to an account
npx search-console-mcp accounts add-site [email protected] --site=example.com
When your AI agent queries a site, the server automatically resolves which account to use. Learn more →
This MCP server implements a multi-layered security architecture:
~/.search-console-mcp-config.enc using AES-256-GCM encryption.refresh_token and expiry_date are stored.mode 600 (read/write only by your user).| Tool | Description |
|------|-------------|
| analytics_query | Master tool for raw data. Supports dimensions, filters, aggregationType (byPage/byProperty), dataState (final/all), and type (web/image/news/discover). |
| analytics_trends | Detect trends (rising/falling) for specific queries or pages. |
| analytics_anomalies | Detect statistical anomalies in daily traffic. |
| analytics_drop_attribution | [NEW] Attribute traffic drops to mobile/desktop or correlate with known Google Algorithm Updates. |
| analytics_time_series | [NEW] Advanced time series with rolling averages, seasonality detection, and forecasting. |
| analytics_compare_periods | Compare two date ranges (e.g., WoW, MoM). |
| seo_brand_vs_nonbrand | [NEW] Analyze performance split between Brand vs Non-Brand traffic. (Supports Google & Bing). |
| Tool | Description |
|------|-------------|
| seo_low_hanging_fruit | Find keywords ranking in pos 5-20 with high impressions. |
| seo_striking_distance | [NEW] Find keywords ranking 8-15 (Quickest ROI wins). |
| seo_low_ctr_opportunities | [NEW] Find top ranking queries (pos 1-10) with poor CTR. |
| seo_cannibalization | [Enhanced] Detect pages competing for the same query with traffic conflict. |
| seo_lost_queries | [NEW] Identify queries that lost all traffic in the last 28 days. (Supports Google & Bing). |
These are low-level tools designed to be used by other AI agents to build complex logic.
| Tool | Description |
|------|-------------|
| seo_primitive_ranking_bucket | Categorize a position (e.g. "Top 3", "Page 1", "Unranked"). |
| seo_primitive_traffic_delta | Calculate absolute and % change between two numbers. |
| seo_primitive_is_brand | Check if a query matches a brand regex. |
| seo_primitive_is_cannibalized | Check if two pages are competing for the same query. |
| Tool | Description |
|------|-------------|
| sites_list | List all verified sites. |
| sites_add / sites_delete | Manage properties. |
| sites_health_check | [NEW] Run a health check on one or all sites. Checks WoW performance, sitemaps, and anomalies. |
| sitemaps_list / sitemaps_submit | Manage sitemaps. |
| Tool | Description |
|------|-------------|
| inspection_inspect | Google URL Inspection API (Index status, mobile usability). |
| pagespeed_analyze | Lighthouse scores & Core Web Vitals. |
| schema_validate | Validate Structured Data (JSON-LD). |
| Tool | Description |
|------|-------------|
| bing_sites_list | List all verified sites in Bing. |
| bing_analytics_query | Query search performance from Bing. |
| bing_opportunity_finder | Find low-hanging fruit keywords on Bing. |
| bing_seo_recommendations | Get prioritized SEO insights for Bing. |
| bing_url_info | Detailed indexing and crawl info for a URL (Bing). |
| bing_index_now | [NEW] Instantly notify search engines of changes. |
| bing_crawl_issues | List crawl issues detected by Bing. |
| bing_analytics_detect_anomalies | Detect daily spikes or drops in Bing traffic. |
| bing_analytics_time_series | Advanced time series analysis for Bing. |
| bing_seo_lost_queries | Identify queries that lost significant traffic on Bing. |
| bing_brand_analysis | Analyze performance split between Brand vs Non-Brand traffic on Bing. |
| bing_sitemaps_list / bing_sitemaps_submit | Manage sitemaps in Bing. |
| Tool | Description |
|------|-------------|
| analytics_page_performance | Detailed page metrics (sessions, engagement, views). |
| analytics_traffic_sources | Analyze sessions by Channel, Source, and Medium. |
| analytics_organic_landing_pages | Focused metrics for organic traffic landing pages. |
| analytics_content_performance | Analyze content performance by Content Group in GA4. |
| analytics_conversion_funnel | Top converting pages and events. |
| analytics_user_behavior | Device, Country, and Engagement breakdown. |
| analytics_audience_segments | New vs Returning, Age, and OS analysis. |
| analytics_realtime | Live active user data by page and location. |
| analytics_ecommerce | Product and revenue performance. |
| analytics_pagespeed_correlation | Correlate GA4 metrics with PageSpeed scores. |
| Tool | Description |
|------|-------------|
| opportunity_matrix | [Flagship] Prioritize SEO tasks by combining signals from GSC, GA4, and Bing. |
| page_analysis | Joint analysis of ranking (GSC) vs behavior (GA4) for pages. |
| traffic_health_check | Diagnose tracking gaps by comparing GSC clicks to GA4 organic sessions. |
| brand_analysis | Brand vs Non-Brand split across GSC, Bing, and GA4. |
| compare_engines | Compare keyword performance between Google and Bing. |
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://www.xpersona.co/api/v1/agents/mcp-saurabhsharma2u-search-console-mcp/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-saurabhsharma2u-search-console-mcp/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-saurabhsharma2u-search-console-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
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.
A Model Context Protocol (MCP) server for GitLab
A Model Context Protocol (MCP) server for GitLab
This agent researches trends, scripts videos, sets up engagement automation, and compiles everything into a shareable document.
This agent analyzes Reddit data to generate trending content concepts tailored to your audience.
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://www.xpersona.co/api/v1/agents/mcp-saurabhsharma2u-search-console-mcp/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-saurabhsharma2u-search-console-mcp/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-saurabhsharma2u-search-console-mcp/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-saurabhsharma2u-search-console-mcp/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-saurabhsharma2u-search-console-mcp/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-saurabhsharma2u-search-console-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": "2026-10-09T02:27:26.257Z"
}
},
"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": "bing-search",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "bing webmaster",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "google-search-console",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "seo",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "google analytics",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ga4",
"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:bing-search|supported|profile capability:bing webmaster|supported|profile capability:google-search-console|supported|profile capability:seo|supported|profile capability:google analytics|supported|profile capability:ga4|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": "Saurabhsharma2u",
"href": "https://github.com/saurabhsharma2u/search-console-mcp",
"sourceUrl": "https://github.com/saurabhsharma2u/search-console-mcp",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:01:14.034Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/mcp-saurabhsharma2u-search-console-mcp/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-saurabhsharma2u-search-console-mcp/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:01:14.034Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "19 GitHub stars",
"href": "https://github.com/saurabhsharma2u/search-console-mcp",
"sourceUrl": "https://github.com/saurabhsharma2u/search-console-mcp",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:01:14.034Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/mcp-saurabhsharma2u-search-console-mcp/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-saurabhsharma2u-search-console-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
Ads related to search-console-mcp and adjacent AI workflows.