Glean MCP — Your Knowledge Data, One Question Away
Improvado MCP extracts data from Glean and makes it queryable by any AI agent. Ask about search trends, content usage, and knowledge gaps without opening a single dashboard.
46K+ metrics · Read & Write access · 500+ platforms · <60s setup
Ask Any Question About Your Enterprise Knowledge
Improvado MCP connects your Glean data to AI, so teams can query search analytics, content engagement, and user activity in plain English — no SQL, no manual exports.
Your AI agent reads harmonized data across 500+ platforms. "Cost" in Google Ads and "spend" in Meta Ads resolve to the same field automatically.
What were the top searches this month?
45 min → 30 sec
Show content with highest engagement last quarter
Manual → auto
Which searches returned zero results this week?
2 hrs → 1 min
Example prompts
"Show anomalies across all accounts"
2h → 40s
"CPL in New York vs. California?"
1h → 30s
"ROAS by campaign type, last 30 days"
45m → 15s
Works with
Claude
ChatGPT
Cursor
+5
Flag low-engagement content for review
1 hr → 2 min
Create content request for top zero-result queries
Manual → auto
Update metadata for underperforming knowledge articles
3 hrs → 5 min
Write actions
"Launch A/B test, $5K budget"
5 days → 20m
"Shift 20% of Display to PMax"
2h → 1m
"Pause all ad groups with CPA > $50"
30m → 10s
🛡
Every action logged · Fully reversible · SOC 2 certified
Act on Insights Without Leaving Your AI Workflow
Push updates, curate content, and flag knowledge gaps directly from your AI agent — without switching context or opening Glean manually.
250+ governance rules enforce naming conventions, budget limits, and KPI thresholds. SOC 2 Type II certified.
Stay Ahead of Knowledge Gaps and Usage Trends
Monitor search spikes, content engagement drops, and emerging knowledge gaps automatically — your AI agent surfaces what matters before it becomes a problem.
Automated weekly reports, anomaly flagging, and budget alerts — all from a single conversation. No more morning check-ins across 5 dashboards.
Alert me when zero-result queries spike 30%
Daily manual → auto
Which content hasn't been accessed in 90 days?
Weekly report → instant
Track new high-volume search terms this week
Manual → auto
Monitor prompts
"Flag ad groups over 120% budget"
3h → 1m
"Weekly report: spend, CPA, anomalies"
3h → auto
"Which creatives are fatiguing?"
2h → 30s
Alerts sent to Slack, email, or your AI agent
One conversation. All six phases. Every platform.
The Closed Loop: Read → Decide → Write → Monitor
Push updates, curate content, and flag knowledge gaps directly from your AI agent — without switching context or opening Glean manually.
Every phase runs through the same MCP connection. One protocol, all platforms, full governance. No switching between tools.
Scattered Knowledge Metrics
THE PROBLEM
Teams spend hours pulling Glean analytics manually to understand search behavior and content effectiveness.
HOW MCP SOLVES IT
Improvado MCP extracts Glean data and makes it instantly queryable via AI — no manual exports needed.
Show search trends across all departments this quarter
Try asking
"Show ROAS across all 120 accounts"
⚡
Answer in seconds
All data sources, one query
List all zero-result queries from last 30 days
Try asking
"What's my CPL in New York vs. California?"
🔍
Full detail preserved
No data loss on export
Hidden Knowledge Gaps
THE PROBLEM
Identifying zero-result searches and underperforming content requires navigating multiple reports and manual analysis.
HOW MCP SOLVES IT
AI agents query search analytics directly and surface gaps or low-engagement content in seconds.
Delayed Response to Engagement Drops
THE PROBLEM
Changes in content usage or sudden search spikes go unnoticed until employees report frustration or knowledge issues.
HOW MCP SOLVES IT
Continuous monitoring surfaces engagement anomalies automatically — teams get alerts before issues escalate.
Flag content with 50% drop in views this month
Try asking
"PMax vs. Search ROAS for Q1?"
⚖️
Unified data model
Compare anything side by side
Agency CEO
Portfolio health. Client risk. Revenue signals.
Media Strategist
70% strategy, not 70% ops. Auto campaign QA.
Marketing Analyst
Zero wrangling. Cross-platform. AI narratives.
Account Manager
QBR decks auto-generated. Call prep in 30s.
Creative Director
Performance-to-brief. Predict winners before spend.
👥 Teams
One Framework. Five Roles. Zero Setup.
Same MCP connection, different workflows for every team member. Agency CEOs get portfolio health. Media Strategists get campaign QA. Analysts get cross-platform reports. Account Managers get auto-generated QBR decks. Creative Directors get performance-based briefs.
Each role asks in natural language. The MCP server handles the complexity — rate limits, auth, schema normalization, governance — behind the scenes.
Frequently Asked Questions
Glean MCP is an integration that connects Glean data to AI agents via the Improvado MCP server. It allows teams to query search analytics, content engagement, and knowledge gaps using plain-language prompts.
What data does Improvado extract from Glean?
+
Improvado extracts search analytics, content engagement metrics, user activity, zero-result queries, and knowledge usage patterns from Glean, making all of it queryable through connected AI agents.
Do I need to write code to use Glean MCP?
+
No. Once Improvado MCP is configured, you interact with your Glean data through plain-language prompts in your AI agent — no SQL or scripting required.
Can I monitor Glean activity automatically?
+
Yes. You can set up AI-driven monitoring that tracks search trends, content engagement, and knowledge gaps — surfacing anomalies without manual review.
How is this different from the Glean UI?
+
The Glean UI is manual and siloed. Improvado MCP makes the same data available to AI agents that can query, correlate, and act on it alongside data from other tools.
Which AI agents work with Glean MCP?
+
Improvado MCP works with any MCP-compatible AI agent, including Claude, custom LLM pipelines, and enterprise AI platforms that support the Model Context Protocol.
What is Glean MCP?
Glean MCP is an integration that connects Glean data to AI agents via the Improvado MCP server. It allows teams to query search analytics, content engagement, and knowledge gaps using plain-language prompts.
What data does Improvado extract from Glean?
Improvado extracts search analytics, content engagement metrics, user activity, zero-result queries, and knowledge usage patterns from Glean, making all of it queryable through connected AI agents.
Do I need to write code to use Glean MCP?
No. Once Improvado MCP is configured, you interact with your Glean data through plain-language prompts in your AI agent — no SQL or scripting required.
Can I monitor Glean activity automatically?
Yes. You can set up AI-driven monitoring that tracks search trends, content engagement, and knowledge gaps — surfacing anomalies without manual review.
How is this different from the Glean UI?
The Glean UI is manual and siloed. Improvado MCP makes the same data available to AI agents that can query, correlate, and act on it alongside data from other tools.
Which AI agents work with Glean MCP?
Improvado MCP works with any MCP-compatible AI agent, including Claude, custom LLM pipelines, and enterprise AI platforms that support the Model Context Protocol.
Stop Reporting. Start Executing.
Connect your data to an AI agent in under 60 seconds. The closed loop starts with one conversation.
SOC 2 Type II
GDPR
500+ Platforms
46K+ Metrics
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