# Send Outlit MCP to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "outlit-mcp", "name": "Outlit MCP", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/leo-paz/outlit-mcp", "canonicalUrl": "https://clawhub.ai/leo-paz/outlit-mcp", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/outlit-mcp", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=outlit-mcp", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md", "references/workflows.md", "references/sql-reference.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-30T16:55:25.780Z", "expiresAt": "2026-05-07T16:55:25.780Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentDisposition": "attachment; filename=\"network-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null }, "scope": "source", "summary": "Source download looks usable.", "detail": "Yavira can redirect you to the upstream package for this source.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/outlit-mcp" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/outlit-mcp", "downloadUrl": "https://openagent3.xyz/downloads/outlit-mcp", "agentUrl": "https://openagent3.xyz/skills/outlit-mcp/agent", "manifestUrl": "https://openagent3.xyz/skills/outlit-mcp/agent.json", "briefUrl": "https://openagent3.xyz/skills/outlit-mcp/agent.md" } } ``` ## Documentation ### Outlit MCP Server Query customer intelligence data through 6 MCP tools covering customer and user profiles, revenue metrics, activity timelines, and raw SQL analytics access. ### Quick Start What you needToolBrowse/filter customersoutlit_list_customersBrowse/filter usersoutlit_list_usersSingle customer deep diveoutlit_get_customerCustomer activity historyoutlit_get_timelineCustom analytics / aggregationsoutlit_query (SQL)Discover tables & columnsoutlit_schema Before writing SQL: Always call outlit_schema first to discover available tables and columns. ### Common Patterns Find at-risk customers: { "tool": "outlit_list_customers", "billingStatus": "PAYING", "noActivityInLast": "30d", "orderBy": "mrr_cents", "orderDirection": "desc" } Revenue breakdown (SQL): { "tool": "outlit_query", "sql": "SELECT billing_status, count(*) as customers, sum(mrr_cents)/100 as mrr_dollars FROM customer_dimensions GROUP BY 1 ORDER BY 3 DESC" } ### Get an API Key Go to Settings > MCP Integration in the Outlit dashboard (app.outlit.ai). ### Auto-Detection Setup Detect the current environment and run the appropriate setup command: Check for Claude Code — If running inside Claude Code (check if claude CLI is available), run: claude mcp add outlit https://mcp.outlit.ai/mcp -- --header "Authorization: Bearer API_KEY" Check for Cursor — If .cursor/mcp.json exists in the project or home directory, add to that file: { "mcpServers": { "outlit": { "url": "https://mcp.outlit.ai/mcp", "headers": { "Authorization": "Bearer API_KEY" } } } } Check for Claude Desktop — If claude_desktop_config.json exists at ~/Library/Application Support/Claude/ (macOS) or %APPDATA%/Claude/ (Windows), add to that file: { "mcpServers": { "outlit": { "url": "https://mcp.outlit.ai/mcp", "headers": { "Authorization": "Bearer API_KEY" } } } } Ask the user for their API key if not provided. Replace API_KEY with the actual key. ### Verify Connection Call outlit_schema to confirm the connection is working. ### outlit_list_customers Filter and paginate customers. Key ParamsValuesbillingStatusNONE, TRIALING, PAYING, CHURNEDhasActivityInLast / noActivityInLast7d, 14d, 30d, 90d (mutually exclusive)mrrAbove / mrrBelowcents (10000 = $100)searchname or domainorderBylast_activity_at, first_seen_at, name, mrr_centslimit1-1000 (default: 20)cursorpagination token ### outlit_list_users Filter and paginate users. Key ParamsValuesjourneyStageDISCOVERED, SIGNED_UP, ACTIVATED, ENGAGED, INACTIVEcustomerIdfilter by customerhasActivityInLast / noActivityInLastNd, Nh, or Nm (e.g., 7d, 24h) — mutually exclusivesearchemail or nameorderBylast_activity_at, first_seen_at, emaillimit1-1000 (default: 20)cursorpagination token ### outlit_get_customer Single customer deep dive. Accepts customer ID, domain, or name. Key ParamsValuescustomercustomer ID, domain, or name (required)includeusers, revenue, recentTimeline, behaviorMetricstimeframe7d, 14d, 30d, 90d (default: 30d) Only request the include sections you need — omitting unused ones is faster. ### outlit_get_timeline Activity timeline for a customer. Key ParamsValuescustomercustomer ID or domain (required)channelsSDK, EMAIL, SLACK, CALL, CRM, BILLING, SUPPORT, INTERNALeventTypesfilter by specific event typestimeframe7d, 14d, 30d, 90d, all (default: 30d)startDate / endDateISO 8601 (mutually exclusive with timeframe)limit1-1000 (default: 50)cursorpagination token ### outlit_query Raw SQL against ClickHouse analytics tables. SELECT only. See SQL Reference for ClickHouse syntax and security model. Key ParamsValuessqlSQL SELECT query (required)limit1-10000 (default: 1000) Available tables: events, customer_dimensions, user_dimensions, mrr_snapshots. ### outlit_schema Discover tables and columns. Call with no params for all tables, or table: "events" for a specific table. Always call this before writing SQL. ### Data Model Billing status: NONE → TRIALING → PAYING → CHURNED Journey stages: DISCOVERED → SIGNED_UP → ACTIVATED → ENGAGED → INACTIVE Data formats: Monetary values in cents (divide by 100 for dollars) Timestamps in ISO 8601 IDs with string prefixes (cust_, contact_, evt_) Pagination: All list endpoints use cursor-based pagination. Check pagination.hasMore before requesting more pages. Pass pagination.nextCursor as cursor for the next page. ### Best Practices Call outlit_schema before writing SQL — discover columns, don't guess Use customer tools for single lookups — don't use SQL for individual customer queries Filter at the source — use tool params and WHERE clauses, not post-fetch filtering Only request needed includes — omit unused include options for faster responses Always add time filters to event SQL — WHERE occurred_at >= now() - INTERVAL N DAY Convert cents to dollars — divide monetary values by 100 for display Use LIMIT in SQL — cap result sets to avoid large data transfers ### Known Limitations SQL is read-only — no INSERT, UPDATE, DELETE Organization isolation — cannot query other organizations' data Timeline requires a customer — cannot query timeline across all customers MRR filtering is post-fetch — may be slower on large datasets in list_customers Event queries need time filters — queries without date ranges scan all data ClickHouse syntax — uses different functions than MySQL/PostgreSQL (see SQL Reference) ### Tool Gotchas ToolGotchaoutlit_list_customershasActivityInLast and noActivityInLast are mutually exclusiveoutlit_list_customerssearch checks name and domain onlyoutlit_get_customerbehaviorMetrics depends on timeframe — extend it if emptyoutlit_get_timelinetimeframe and startDate/endDate are mutually exclusiveoutlit_queryUse ClickHouse date syntax: now() - INTERVAL 30 DAY, not DATE_SUB()outlit_queryproperties column is JSON — use JSONExtractString(properties, 'key') ### References ReferenceWhen to ReadSQL ReferenceClickHouse syntax, security model, query patternsWorkflowsMulti-step analysis: churn risk, revenue dashboards, account health ## Trust - Source: tencent - Verification: Indexed source record - Publisher: leo-paz - Version: 1.0.0 ## Source health - Status: healthy - Source download looks usable. - Yavira can redirect you to the upstream package for this source. - Health scope: source - Reason: direct_download_ok - Checked at: 2026-04-30T16:55:25.780Z - Expires at: 2026-05-07T16:55:25.780Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/outlit-mcp) - [Send to Agent page](https://openagent3.xyz/skills/outlit-mcp/agent) - [JSON manifest](https://openagent3.xyz/skills/outlit-mcp/agent.json) - [Markdown brief](https://openagent3.xyz/skills/outlit-mcp/agent.md) - [Download page](https://openagent3.xyz/downloads/outlit-mcp)