# MentionLab ## Docs - [Fan-out stats per query (paginated)](https://docs.mentionlab.io/api-reference/analytics--fan-outs/fan-out-stats-per-query-paginated.md): Returns a paginated, sortable list of queries with their fan-out statistics: total count, unique count, and average per execution. Only queries that produced at least one fan-out are included. - [Fan-outs for a specific query](https://docs.mentionlab.io/api-reference/analytics--fan-outs/fan-outs-for-a-specific-query.md): Returns individual fan-out texts for a single query, grouped by hash, with occurrence count and rate. Useful for the expanded row detail view. - [Fan-outs overview stats](https://docs.mentionlab.io/api-reference/analytics--fan-outs/fan-outs-overview-stats.md): Returns summary statistics: total fan-outs, unique fan-outs (by hash), and average fan-outs per AI response. - [Top fan-outs by occurrence](https://docs.mentionlab.io/api-reference/analytics--fan-outs/top-fan-outs-by-occurrence.md): Returns the most common follow-up queries ranked by occurrence count, with an occurrence rate relative to the number of AI responses with fan-outs. Useful for word clouds and bar charts. - [Get average position rank timeseries per AI model](https://docs.mentionlab.io/api-reference/analytics--models/get-average-position-rank-timeseries-per-ai-model.md): Returns time-bucketed average position rank broken down by AI model. Each point shows the weighted average ranking position of the selected entities within AI responses. Lower values indicate the entity appears earlier/higher. - [Get citation rate timeseries per AI model](https://docs.mentionlab.io/api-reference/analytics--models/get-citation-rate-timeseries-per-ai-model.md): Returns time-bucketed citation rate percentages broken down by AI model. Each point shows the percentage of AI responses that included source citations for a given model and time bucket. - [Get entity visibility breakdown per AI model](https://docs.mentionlab.io/api-reference/analytics--models/get-entity-visibility-breakdown-per-ai-model.md): Returns a matrix of entities × models with visibility percentages. Use entityTypes to control which entity types are included (owned, primary, competitor). Defaults to all types when omitted. - [Get platform details (visibility, ranking, SoV) per AI model](https://docs.mentionlab.io/api-reference/analytics--models/get-platform-details-visibility-ranking-sov-per-ai-model.md): Returns per-model metrics including visibility percentage, average position rank, and share of voice for the selected entities. Each row represents one AI model with its response count and computed KPIs. Ordered by totalResponses descending. - [Get share of voice timeseries per AI model](https://docs.mentionlab.io/api-reference/analytics--models/get-share-of-voice-timeseries-per-ai-model.md): Returns time-bucketed share of voice percentages broken down by AI model. Each point shows what portion of all entity mentions belonged to the selected entities for a given model and time bucket. - [Get top entities for a specific AI model](https://docs.mentionlab.io/api-reference/analytics--models/get-top-entities-for-a-specific-ai-model.md): Drills down into a single AI model and returns all detected entities with their visibility, share of voice, and average ranking. Use this to see which brands/entities dominate a specific model. Results are ordered by mention count descending. - [Get top sources for a specific AI model](https://docs.mentionlab.io/api-reference/analytics--models/get-top-sources-for-a-specific-ai-model.md): Drills down into a single AI model and returns the top cited source domains with citation rate and page count. Use this to see which websites are most frequently cited by a specific model. Results are ordered by result count descending. - [Get visibility % timeseries per AI model](https://docs.mentionlab.io/api-reference/analytics--models/get-visibility-%-timeseries-per-ai-model.md): Returns time-bucketed visibility percentages broken down by AI model. Each point contains a bucket timestamp, model name, and the percentage of responses in that bucket that mention the selected entities. - [Get aggregate stats for a single query](https://docs.mentionlab.io/api-reference/analytics--queries/get-aggregate-stats-for-a-single-query.md): Returns high-level aggregate KPIs for one query: total result count, brand visibility percentage, average sentiment, source presence, shopping presence, and average ranking. Use this as the summary header when drilling into a single query detail view. - [Get entity stats for a single query](https://docs.mentionlab.io/api-reference/analytics--queries/get-entity-stats-for-a-single-query.md): Returns all detected entities (brand, competitors, and others) for one query with visibility, share of voice, average ranking, sentiment score, and sentiment breakdown. Entities are ordered by mention count descending. Use this for competitive analysis within a single query. - [Get paginated raw AI responses for a query](https://docs.mentionlab.io/api-reference/analytics--queries/get-paginated-raw-ai-responses-for-a-query.md): Returns a paginated list of individual AI responses for one query. Each result includes the full response text, AI model used, timestamp, source citations, mentioned entities with sentiment scores, and an overall sentiment score. Use this to inspect the actual AI-generated content behind the aggrega… - [Get per-query statistics](https://docs.mentionlab.io/api-reference/analytics--queries/get-per-query-statistics.md): Returns an array of all queries for the project with per-query brand metrics: visibility percentage, average sentiment, average ranking, and source presence. Use this to build a query-level overview table or compare performance across queries. Filter by date range, models, and tags via the request b… - [Get source domains for a single query](https://docs.mentionlab.io/api-reference/analytics--queries/get-source-domains-for-a-single-query.md): Returns the list of source domains cited in AI responses for one query, ordered by result count descending. Each entry includes the domain name, number of responses citing it, citation rate, and total page-level citation count. Use this to understand which websites AI models reference when answering… - [Get top sources grouped by model for a single query](https://docs.mentionlab.io/api-reference/analytics--queries/get-top-sources-grouped-by-model-for-a-single-query.md): Returns the top 5 cited source domains for each AI model that answered this query, along with the model run count and per-domain citation rate. Use this to compare which sources different AI models prefer when answering the same query. - [Get overall sentiment for project brand](https://docs.mentionlab.io/api-reference/analytics--sentiment/get-overall-sentiment-for-project-brand.md): Returns the aggregate sentiment overview for the project brand: average sentiment score (0-100), derived label (positive/neutral/negative), total mention count, and counts per sentiment category. Use this to get a single-number sentiment snapshot for the brand. - [Get sentiment comparison across entities](https://docs.mentionlab.io/api-reference/analytics--sentiment/get-sentiment-comparison-across-entities.md): Returns per-entity sentiment data: each entity gets an average sentiment score, total mention count, and positive/neutral/negative breakdown. Entities are flagged as owned, primary, or competitor. Use this to compare how AI models perceive the brand versus competitors. - [Get sentiment timeseries (stacked breakdown)](https://docs.mentionlab.io/api-reference/analytics--sentiment/get-sentiment-timeseries-stacked-breakdown.md): Returns time-bucketed sentiment data for the project brand. Each point includes the average sentiment score, total mention count, and counts of positive/neutral/negative mentions. Use this to chart sentiment trends over time as a stacked area or bar chart. - [All brands table (paginated, sortable)](https://docs.mentionlab.io/api-reference/analytics--shopping/all-brands-table-paginated-sortable.md): Returns all brands with product count, visibility, top merchants, and ratings. - [All merchants with citation metrics (paginated, sortable)](https://docs.mentionlab.io/api-reference/analytics--shopping/all-merchants-with-citation-metrics-paginated-sortable.md): Returns all merchants with citation rate, citation share, and mention count. Supports sorting and pagination. - [All products table (paginated, sortable)](https://docs.mentionlab.io/api-reference/analytics--shopping/all-products-table-paginated-sortable.md): Returns all shopping products with visibility, brand, merchant names, pricing, and ratings. - [Brand visibility in shopping results over time](https://docs.mentionlab.io/api-reference/analytics--shopping/brand-visibility-in-shopping-results-over-time.md): Returns bucketed visibility percentage for selected entities in shopping results. Defaults to primary project entities if none specified. - [Merchant recommendation distribution](https://docs.mentionlab.io/api-reference/analytics--shopping/merchant-recommendation-distribution.md): Returns top merchants by mention count with share percentage (for pie/treemap). - [Products for a specific merchant (paginated)](https://docs.mentionlab.io/api-reference/analytics--shopping/products-for-a-specific-merchant-paginated.md): Returns paginated products sold by this merchant with prices, ratings, and share. - [Shopping overview stats](https://docs.mentionlab.io/api-reference/analytics--shopping/shopping-overview-stats.md): Returns shopping coverage (% of responses with shopping), and counts of identified brands, products, and merchants. - [Top entities/brands by shopping mention share](https://docs.mentionlab.io/api-reference/analytics--shopping/top-entitiesbrands-by-shopping-mention-share.md): Returns ranked entities with mention count, visibility %, and share of voice in shopping. - [Top products in shopping results](https://docs.mentionlab.io/api-reference/analytics--shopping/top-products-in-shopping-results.md): Returns top products with visibility %, avg price, avg rating, and brand info. - [All domains with full citation and brand reach metrics](https://docs.mentionlab.io/api-reference/analytics--sources/all-domains-with-full-citation-and-brand-reach-metrics.md): Returns every source domain with 5 sortable stats: citationRate (how often cited out of all AI responses), citationShare (portion of all citations, sums to 100%), entityCitationShare (portion of all brand-mentioned pages, sums to 100%), presence (within-domain brand alignment), and trueReach (% of d… - [Entities found on a specific domain with True Reach](https://docs.mentionlab.io/api-reference/analytics--sources/entities-found-on-a-specific-domain-with-true-reach.md): Returns all entities/competitors found on pages from a specific domain, with per-entity True Reach (brandCitationCount / domainTotalCitationCount × 100) and Presence (brandPageCount / domainPageCount × 100). Only entities actually detected on at least one page are included. - [Per-domain citation rate and brand true reach](https://docs.mentionlab.io/api-reference/analytics--sources/per-domain-citation-rate-and-brand-true-reach.md): For each source domain: how often it is cited (citationRate = resultCount / totalResponses), how many pages were cited (pageCount), and what % of those pages also mention the brand (trueReach). Results are limited by the `size` parameter (default 15, max 50). - [Per-URL drill-down for a specific domain](https://docs.mentionlab.io/api-reference/analytics--sources/per-url-drill-down-for-a-specific-domain.md): Returns individual URLs from a specific domain with citation share (global), brand citation share (global), scrape success/failure counts, and entities per page. Use the sourceDomainId from the all-domains or domain-reach endpoints. Supports sorting by any metric via the `sort` parameter. Supports s… - [Queries that cited a specific URL on a domain](https://docs.mentionlab.io/api-reference/analytics--sources/queries-that-cited-a-specific-url-on-a-domain.md): Returns query text and ID for every query whose AI responses cited this URL on the given domain. Ordered by citationCount descending. - [Timeseries of top 5 sources by citation share](https://docs.mentionlab.io/api-reference/analytics--sources/timeseries-of-top-5-sources-by-citation-share.md): Identifies the 5 most-cited source domains over the full date range, then returns per-bucket citation share for each. citationShare per bucket = domain resultCount in bucket / total citations from all domains in that bucket × 100. Every bucket contains an entry for all 5 domains (0 when absent). The… - [Top domains ranked by citation share](https://docs.mentionlab.io/api-reference/analytics--sources/top-domains-ranked-by-citation-share.md): Ranks source domains by their share of all citations. citationShare = domain resultCount / total citations across all domains × 100. Unlike citationRate (denominator = all AI responses), citation share shows relative weight among cited domains and sums to 100%. Results are limited by the `size` para… - [Get all entities detected for one or more tags](https://docs.mentionlab.io/api-reference/analytics--tags/get-all-entities-detected-for-one-or-more-tags.md): Returns all detected entities for one or more tags. Each tag result includes every entity with its mention count, visibility, share of voice, average ranking, sentiment score, and sentiment breakdown, ordered by visibility descending. Use this to compare entity performance across tags. For single-ta… - [Get citation sources for a specific tag](https://docs.mentionlab.io/api-reference/analytics--tags/get-citation-sources-for-a-specific-tag.md): Returns top cited source domains for a specific tag with citation rate, page count, share of citations, brand page count, and true reach. Use this to understand which websites AI models cite most when answering queries in a given topic. - [Get entities detected for a single tag with sorting and limit](https://docs.mentionlab.io/api-reference/analytics--tags/get-entities-detected-for-a-single-tag-with-sorting-and-limit.md): Returns detected entities for a single tag with full sorting and limit support. Each entity includes mention count, visibility, share of voice, average ranking, sentiment score, and sentiment breakdown. Default sort: visibility descending. Use this for single-tag drill-down views. - [Get per-tag stats with project brand metrics](https://docs.mentionlab.io/api-reference/analytics--tags/get-per-tag-stats-with-project-brand-metrics.md): Returns per-tag statistics including result count and detailed project brand metrics (visibility, ranking, sentiment score, share of voice, and sentiment breakdown). Use this for a comprehensive tag-level overview of how the project brand performs. - [Get per-tag timeseries with project brand visibility + SoV](https://docs.mentionlab.io/api-reference/analytics--tags/get-per-tag-timeseries-with-project-brand-visibility-+-sov.md): Returns time-bucketed data per tag showing total responses, project brand mention count, and project brand visibility percentage. Use this to track how the project brand visibility trends over time within each tag/topic. - [Get per-tag visibility summary](https://docs.mentionlab.io/api-reference/analytics--tags/get-per-tag-visibility-summary.md): Returns one row per tag with total responses, present-in count, visibility percentage, and average position rank for the selected entities. Use this to compare how visible the brand is across different query topics/tags. - [Get per-tag visibility timeseries matrix](https://docs.mentionlab.io/api-reference/analytics--tags/get-per-tag-visibility-timeseries-matrix.md): Returns a time-bucketed visibility matrix with one point per tag per bucket. Each point includes the tag metadata, total responses, present-in count, and visibility percentage. Use this to chart visibility trends across tags over time. - [Get brand share of voice](https://docs.mentionlab.io/api-reference/analytics--visibility/get-brand-share-of-voice.md): Returns each non-blacklisted entity's share of voice as a percentage of total mentions across all entities. The response includes the total mention count (denominator) and a per-entity breakdown sorted by mention count descending. Use this to understand how a brand's AI mention share compares to com… - [Get per-entity visibility scores](https://docs.mentionlab.io/api-reference/analytics--visibility/get-per-entity-visibility-scores.md): Returns aggregated visibility metrics for each entity in the project over the requested date range. Each entry includes visibility percentage, average position rank, sentiment score with breakdown, mention counts, and entity classification flags (isOwned, isPrimary, isCompetitor). Use this to build… - [Get visibility timeseries data](https://docs.mentionlab.io/api-reference/analytics--visibility/get-visibility-timeseries-data.md): Returns time-bucketed visibility percentages for entities (or entity groups) within a project. Each point includes the total AI responses in that bucket, how many mention the entity, and the resulting visibility percentage. Use this to chart overall brand visibility trends over time. - [Per-entity position rank timeseries](https://docs.mentionlab.io/api-reference/analytics--visibility/per-entity-position-rank-timeseries.md): Returns weighted average position rank per (bucket, entity). Same entity scoping as entities-timeseries (owned + competitors by default). - [Per-entity visibility timeseries (owned + competitors)](https://docs.mentionlab.io/api-reference/analytics--visibility/per-entity-visibility-timeseries-owned-+-competitors.md): Returns per-bucket visibility for each owned and competitor entity as separate lines. Defaults to all (is_owned OR is_competitor) non-blacklisted entities. Pass entityIds to override with specific entities. Each point includes entity classification flags (isOwned, isPrimary, isCompetitor). - [Add an alias to an entity](https://docs.mentionlab.io/api-reference/entities/add-an-alias-to-an-entity.md): Adds a new alias to the entity. The alias text is automatically slugified. Duplicate aliases (same slug for the same entity) are silently ignored. - [Create a new entity](https://docs.mentionlab.io/api-reference/entities/create-a-new-entity.md): Creates a new entity (brand, person, company, or other) in the project. A default alias is automatically created from the slugified entity name. Use the classification flags (isOwned, isPrimary, isCompetitor) to control how the entity appears in analytics. Optionally assign to an entity group for ag… - [Delete an entity](https://docs.mentionlab.io/api-reference/entities/delete-an-entity.md): Permanently deletes an entity and cascade-deletes all its aliases. This will fail if the entity is referenced by mentions, source citations, or products — the database enforces referential integrity via RESTRICT constraints. To hide an entity from future analysis without losing historical data, set… - [Get entity by ID](https://docs.mentionlab.io/api-reference/entities/get-entity-by-id.md): Returns a single entity with its group relation populated. - [List aliases for an entity](https://docs.mentionlab.io/api-reference/entities/list-aliases-for-an-entity.md): Returns all aliases associated with the entity. Aliases are used during analysis to detect entity mentions in AI responses and source content. - [List entities with filters](https://docs.mentionlab.io/api-reference/entities/list-entities-with-filters.md): Returns a paginated list of entities. Merged entities (those with a canonical reference) are excluded by default. Filter by name (partial match), type, classification flags (isOwned, isPrimary, isCompetitor, isBlacklisted), or group. Sortable by name, classification flags, createdAt, and updatedAt. - [Merge entities](https://docs.mentionlab.io/api-reference/entities/merge-entities.md): Performs a shadow merge: the first ID in the array becomes the target, and all remaining entities are marked as merged into it via canonical_id. Aliases from source entities are moved to the target (duplicates are removed). Analytics data is attributed to the target through the entity_family() funct… - [Remove an alias from an entity](https://docs.mentionlab.io/api-reference/entities/remove-an-alias-from-an-entity.md): Removes a manual or LLM alias. If the alias has source "merge", this triggers a full unmerge of the origin entity instead — the origin entity becomes independent again and all its aliases are restored. Returns 400 if a merge alias has no origin entity tracked (legacy data). - [Unmerge a previously merged entity](https://docs.mentionlab.io/api-reference/entities/unmerge-a-previously-merged-entity.md): Reverses a merge by clearing the canonical_id on the entity, making it independent again. Aliases that were moved during the merge are restored to this entity. Only works on entities that have a canonical reference set (i.e., were previously merged). Returns 404 if the entity is not found or was not… - [Update an entity](https://docs.mentionlab.io/api-reference/entities/update-an-entity.md): Partially updates an entity. When the name is changed, the slug is automatically regenerated. Set groupId to null to remove the entity from its group. - [Assign entities to a group](https://docs.mentionlab.io/api-reference/entity-groups/assign-entities-to-a-group.md) - [Create a new entity group](https://docs.mentionlab.io/api-reference/entity-groups/create-a-new-entity-group.md) - [Delete an entity group](https://docs.mentionlab.io/api-reference/entity-groups/delete-an-entity-group.md) - [Get entity group by ID](https://docs.mentionlab.io/api-reference/entity-groups/get-entity-group-by-id.md) - [List entity groups](https://docs.mentionlab.io/api-reference/entity-groups/list-entity-groups.md) - [Remove entities from a group](https://docs.mentionlab.io/api-reference/entity-groups/remove-entities-from-a-group.md) - [Update an entity group](https://docs.mentionlab.io/api-reference/entity-groups/update-an-entity-group.md) - [Get distinct AI models used by job executions in a project](https://docs.mentionlab.io/api-reference/job-executions/get-distinct-ai-models-used-by-job-executions-in-a-project.md) - [Get a job details by ID](https://docs.mentionlab.io/api-reference/jobs/get-a-job-details-by-id.md) - [List jobs with filters](https://docs.mentionlab.io/api-reference/jobs/list-jobs-with-filters.md) - [Trigger an execution for all project queries](https://docs.mentionlab.io/api-reference/jobs/trigger-an-execution-for-all-project-queries.md) - [Get organisations for the current user](https://docs.mentionlab.io/api-reference/organisations/get-organisations-for-the-current-user.md) - [Delete a project](https://docs.mentionlab.io/api-reference/projects/delete-a-project.md) - [Get a project](https://docs.mentionlab.io/api-reference/projects/get-a-project.md) - [Get all projects of the organisation](https://docs.mentionlab.io/api-reference/projects/get-all-projects-of-the-organisation.md) - [List all projects accessible to the current user](https://docs.mentionlab.io/api-reference/projects/list-all-projects-accessible-to-the-current-user.md) - [Update a project](https://docs.mentionlab.io/api-reference/projects/update-a-project.md) - [Get all restrictions as a map (keyed by provider/model)](https://docs.mentionlab.io/api-reference/provider-restrictions/get-all-restrictions-as-a-map-keyed-by-providermodel.md) - [Create queries](https://docs.mentionlab.io/api-reference/queries/create-queries.md) - [Delete a query](https://docs.mentionlab.io/api-reference/queries/delete-a-query.md): This will delete the query and all related results. - [Get a query by ID](https://docs.mentionlab.io/api-reference/queries/get-a-query-by-id.md) - [Get all queries](https://docs.mentionlab.io/api-reference/queries/get-all-queries.md) - [Get total query count for a project](https://docs.mentionlab.io/api-reference/queries/get-total-query-count-for-a-project.md) - [Get unique countries and languages used by queries in a project](https://docs.mentionlab.io/api-reference/queries/get-unique-countries-and-languages-used-by-queries-in-a-project.md) - [Update a query's tags association](https://docs.mentionlab.io/api-reference/queries/update-a-querys-tags-association.md) - [Update tags for based on the text/lang/country](https://docs.mentionlab.io/api-reference/queries/update-tags-for-based-on-the-textlangcountry.md) - [Create multiple tags for job executions](https://docs.mentionlab.io/api-reference/tags-job-executions-new/create-multiple-tags-for-job-executions.md) - [Delete a tag for job executions](https://docs.mentionlab.io/api-reference/tags-job-executions-new/delete-a-tag-for-job-executions.md) - [Get a tag for job executions](https://docs.mentionlab.io/api-reference/tags-job-executions-new/get-a-tag-for-job-executions.md) - [Link tags to job executions](https://docs.mentionlab.io/api-reference/tags-job-executions-new/link-tags-to-job-executions.md) - [List all tags for job executions](https://docs.mentionlab.io/api-reference/tags-job-executions-new/list-all-tags-for-job-executions.md) - [Unlink tags from job executions](https://docs.mentionlab.io/api-reference/tags-job-executions-new/unlink-tags-from-job-executions.md) - [Update a tag for job executions](https://docs.mentionlab.io/api-reference/tags-job-executions-new/update-a-tag-for-job-executions.md) - [Create multiple tags](https://docs.mentionlab.io/api-reference/tags/create-multiple-tags.md) - [Delete a tag for queries](https://docs.mentionlab.io/api-reference/tags/delete-a-tag-for-queries.md) - [Get a tag for queries](https://docs.mentionlab.io/api-reference/tags/get-a-tag-for-queries.md) - [Link tags to queries](https://docs.mentionlab.io/api-reference/tags/link-tags-to-queries.md) - [List all tags for queries](https://docs.mentionlab.io/api-reference/tags/list-all-tags-for-queries.md) - [Unlink tags from queries](https://docs.mentionlab.io/api-reference/tags/unlink-tags-from-queries.md) - [Update a tag for queries](https://docs.mentionlab.io/api-reference/tags/update-a-tag-for-queries.md) - [Competitors & Brands](https://docs.mentionlab.io/guides/competitors-and-brands.md): Configure the brands and competitors you want to track across AI platforms - [Core Concepts](https://docs.mentionlab.io/guides/core-concepts.md): Understand the key building blocks of MentionLab - [Dashboard Overview](https://docs.mentionlab.io/guides/dashboard.md): Understand every section of your project dashboard - [Filters & Comparisons](https://docs.mentionlab.io/guides/filters-and-comparisons.md): Slice your data by date range, tags, AI models, and more - [Metrics Glossary](https://docs.mentionlab.io/guides/metrics-glossary.md): Definitions and explanations of all metrics used in MentionLab - [Models Availability](https://docs.mentionlab.io/guides/models-availability.md): Check model availability by country - [Organization & Billing](https://docs.mentionlab.io/guides/organization-and-billing.md): Manage your team, roles, credits, and API keys - [Platform Comparison](https://docs.mentionlab.io/guides/platform-comparison.md): Compare your brand's performance across different AI platforms - [Project Settings](https://docs.mentionlab.io/guides/project-settings.md): Configure AI models, recurrence schedules, aliases, and project members - [Queries & Tags](https://docs.mentionlab.io/guides/queries-and-tags.md): Create, import, and organize the questions you send to AI platforms - [Quickstart](https://docs.mentionlab.io/guides/quickstart.md): Create your first project and run your first AI brand analysis - [Sentiment Analysis](https://docs.mentionlab.io/guides/sentiment-analysis.md): Understand how AI models talk about your brand — positively, neutrally, or negatively - [Introduction](https://docs.mentionlab.io/index.md): Monitor and analyze your brand's presence across AI platforms - [Authentication](https://docs.mentionlab.io/rest-api/authentication.md): Authenticate with an API key and project context - [Getting Started](https://docs.mentionlab.io/rest-api/getting-started.md): Learn the basics of the MentionLab REST API - [Context Headers](https://docs.mentionlab.io/rest-api/headers.md): Understanding x-organisation-id and x-project-id headers - [MCP Server](https://docs.mentionlab.io/rest-api/mcp-server.md): Connect MentionLab to AI tools using the Model Context Protocol ## OpenAPI Specs - [docs-json](https://api.mentionlab.io/api/docs-json) ## Optional - [Status](https://status.mentionlab.io)