[
 {
  "slug": "snowflake-labs-mcp",
  "name": "mcp",
  "platform": "Snowflake",
  "maintainer": "Snowflake-Labs",
  "official": "official (vendor org)",
  "hosting": "self-run (you run it)",
  "auth": "All Snowflake Python Connector methods: username/password or PAT, key pair, OAuth, MFA",
  "read_only": "Configurable via sql_statement_permissions allow/deny list; default unknown",
  "security": "Honors the RBAC of the connecting role, so Snowflake row access and masking policies on that role apply",
  "license": "Apache-2.0",
  "stars": 300,
  "last_push": "2026-05-15",
  "latest_release": "v.1.4.2",
  "description": "MCP Server for Snowflake including Cortex AI, object management, SQL orchestration, semantic view consumption, and more",
  "url": "https://github.com/Snowflake-Labs/mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Deprecated community server from Snowflake Labs that gave agents Cortex AI, object management and SQL tools in Snowflake. The README says to migrate to the official Snowflake-managed MCP server.",
  "capabilities": [
   "Cortex Search (unstructured data / RAG)",
   "Cortex Analyst (semantic models)",
   "Cortex Agent",
   "object_manager",
   "query_manager",
   "semantic_manager"
  ],
  "synopsis_source": "https://github.com/Snowflake-Labs/mcp",
  "caveat": {
   "label": "Deprecated",
   "level": "red",
   "reason": "README: \"This project is deprecated and no longer maintained.\" It points to the official Snowflake-managed MCP server.",
   "source": "https://github.com/Snowflake-Labs/mcp"
  }
 },
 {
  "slug": "isaacwasserman-mcp-snowflake-server",
  "name": "mcp-snowflake-server",
  "platform": "Snowflake",
  "maintainer": "isaacwasserman",
  "official": "community",
  "hosting": "self-run (you run it)",
  "auth": "Username/password or externalbrowser (SSO)",
  "read_only": "Read-only by default; write_query/create_table only with --allow-write",
  "security": "unknown (inherits the Snowflake role used)",
  "license": "GPL-3.0",
  "stars": 184,
  "last_push": "2025-10-07",
  "latest_release": "v0.4.0",
  "description": "",
  "url": "https://github.com/isaacwasserman/mcp-snowflake-server",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Lets an agent run SQL against Snowflake and explore databases, schemas and tables. Writes are only enabled with --allow-write, and discovered insights collect in a memo resource.",
  "capabilities": [
   "read_query",
   "write_query (with --allow-write)",
   "create_table",
   "list_databases / list_schemas / list_tables",
   "describe_table",
   "append_insight"
  ],
  "synopsis_source": "https://github.com/isaacwasserman/mcp-snowflake-server",
  "caveat": null
 },
 {
  "slug": "datawiz168-mcp-snowflake-service",
  "name": "mcp-snowflake-service",
  "platform": "Snowflake",
  "maintainer": "datawiz168",
  "official": "community",
  "hosting": "self-run (you run it)",
  "auth": "Username/password",
  "read_only": "unknown. README says use a read-only DB user if you only need reads",
  "security": "Relies on database user permissions",
  "license": "MIT",
  "stars": 45,
  "last_push": "2025-04-21",
  "latest_release": "none",
  "description": "MCP server implementation for Snowflake integration",
  "url": "https://github.com/datawiz168/mcp-snowflake-service",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Gives Claude access to Snowflake so it can execute SQL queries. It handles the connection lifecycle, including reconnecting on timeout.",
  "capabilities": [
   "Execute SQL queries",
   "Automatic connect / reconnect / close",
   "Query result and error handling"
  ],
  "synopsis_source": "https://github.com/datawiz168/mcp-snowflake-service",
  "caveat": null
 },
 {
  "slug": "dynamike-snowflake-mcp-server",
  "name": "snowflake-mcp-server",
  "platform": "Snowflake",
  "maintainer": "dynamike",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: Key-pair / private key",
  "read_only": "unverified. README mentions read-only",
  "security": "unknown",
  "license": "MIT",
  "stars": 14,
  "last_push": "2025-04-28",
  "latest_release": "0.2.0",
  "description": "MCP Server for connecting to Snowflake with read-only questions",
  "url": "https://github.com/dynamike/snowflake-mcp-server",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Read-only Snowflake server that lets Claude query data without modifying anything. Supports key-pair service accounts or browser auth.",
  "capabilities": [
   "list_databases",
   "list_views",
   "describe_view",
   "query_view",
   "execute_query (SELECT, SHOW, DESCRIBE, EXPLAIN, WITH)"
  ],
  "synopsis_source": "https://github.com/dynamike/snowflake-mcp-server",
  "caveat": null
 },
 {
  "slug": "yannbrrd-simple-snowflake-mcp",
  "name": "simple_snowflake_mcp",
  "platform": "Snowflake",
  "maintainer": "YannBrrd",
  "official": "community",
  "hosting": "self-run (local)",
  "auth": "unverified. README mentions: Username/password",
  "read_only": "unverified. README mentions read-only",
  "security": "unknown",
  "license": "MIT",
  "stars": 8,
  "last_push": "2026-07-16",
  "latest_release": "none",
  "description": "",
  "url": "https://github.com/YannBrrd/simple_snowflake_mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Snowflake server for running SQL and exploring objects, with read-only protection on by default. Built to work behind corporate proxies.",
  "capabilities": [
   "execute-snowflake-sql",
   "execute-query (read-only by default)",
   "JSON, markdown or CSV output",
   "Configurable logging",
   "Resource subscriptions"
  ],
  "synopsis_source": "https://github.com/YannBrrd/simple_snowflake_mcp",
  "caveat": null
 },
 {
  "slug": "yuly3-mcp-snowflake",
  "name": "mcp-snowflake",
  "platform": "Snowflake",
  "maintainer": "yuly3",
  "official": "community",
  "hosting": "self-run (local)",
  "auth": "unverified. README mentions: Browser SSO / externalbrowser, Username/password",
  "read_only": "unverified. README mentions read-only",
  "security": "unknown",
  "license": "MIT",
  "stars": 6,
  "last_push": "2026-09-24",
  "latest_release": "none",
  "description": "Model Context Protocol (MCP) server for Snowflake database connectivity and SQL query execution",
  "url": "https://github.com/yuly3/mcp-snowflake",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Connects to Snowflake to browse databases, schemas and tables and run read-only SQL. Also samples and profiles table data.",
  "capabilities": [
   "list_databases",
   "list_schemas",
   "list_tables",
   "describe_table",
   "execute_query (read-only)",
   "sample_table_data",
   "analyze_table_statistics"
  ],
  "synopsis_source": "https://github.com/yuly3/mcp-snowflake",
  "caveat": null
 },
 {
  "slug": "snowflake-labs-sfguide-mcp-cortex-agents",
  "name": "sfguide-mcp-cortex-agents",
  "platform": "Snowflake",
  "maintainer": "Snowflake-Labs",
  "official": "official (vendor org)",
  "hosting": "self-run (you run it)",
  "auth": "unknown",
  "read_only": "unknown",
  "security": "unknown",
  "license": "Apache-2.0",
  "stars": 13,
  "last_push": "2025-09-30",
  "latest_release": "none",
  "description": "Guide to building MCP Server for Cortex Agent",
  "url": "https://github.com/Snowflake-Labs/sfguide-mcp-cortex-agents",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "Guide / tutorial (not a standalone server)",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "A Snowflake quickstart guide for building your own MCP server that exposes Cortex Agents as a tool. It is a tutorial, not a ready-made product.",
  "capabilities": [
   "Call Cortex Agents as a tool",
   "Test with Claude Desktop",
   "Step-by-step QuickStart"
  ],
  "synopsis_source": "https://github.com/Snowflake-Labs/sfguide-mcp-cortex-agents",
  "caveat": {
   "label": "Not a server",
   "level": "amber",
   "reason": "README: \"This guide walks through how to build your own MCP Server for Cortex Agents.\" It is a tutorial.",
   "source": "https://github.com/Snowflake-Labs/sfguide-mcp-cortex-agents"
  }
 },
 {
  "slug": "microsoft-skills-for-fabric",
  "name": "skills-for-fabric",
  "platform": "Microsoft Fabric",
  "maintainer": "microsoft",
  "official": "official (vendor org)",
  "hosting": "self-run (you run it)",
  "auth": "Azure CLI / Entra ID token (az login)",
  "read_only": "unknown",
  "security": "unknown",
  "license": "MIT",
  "stars": 1251,
  "last_push": "2026-10-05",
  "latest_release": "v0.3.18",
  "description": "A collection of skills and MCP systems to enable users of CLI, VSCode, Claude to operate over Microsoft Fabric",
  "url": "https://github.com/microsoft/skills-for-fabric",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "Skills collection (not a single MCP server)",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Reusable AI assistant instructions (skills) that teach GitHub Copilot CLI and similar tools about Fabric workloads, APIs, query patterns and best practices. It is a skills bundle, not an MCP server.",
  "capabilities": [
   "fabric-skills bundle",
   "powerbi-authoring bundle",
   "Semantic models and PBIP workflows",
   "Install via Copilot CLI plugin marketplace"
  ],
  "synopsis_source": "https://github.com/microsoft/skills-for-fabric",
  "caveat": {
   "label": "Not a server",
   "level": "amber",
   "reason": "README: reusable AI assistant instructions (skills) for Copilot CLI. It is not an MCP server.",
   "source": "https://github.com/microsoft/skills-for-fabric"
  }
 },
 {
  "slug": "microsoft-fabric-rti-mcp",
  "name": "fabric-rti-mcp",
  "platform": "Microsoft Fabric",
  "maintainer": "microsoft",
  "official": "official (vendor org)",
  "hosting": "self-run (you run it)",
  "auth": "Local (stdio): Azure Identity DefaultAzureCredential. HTTP: requires bearer token, optional OBO token exchange",
  "read_only": "unknown",
  "security": "unknown",
  "license": "MIT",
  "stars": 132,
  "last_push": "2026-10-13",
  "latest_release": "0.6.2",
  "description": "MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools for Eventhouse (https://aka.ms/eventhouse), Azure Data Explorer (https://aka.ms/adx, and other RTI services (coming soon)",
  "url": "https://github.com/microsoft/fabric-rti-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Lets agents query and manage Fabric Real-Time Intelligence, translating natural language into KQL. Covers Eventhouse/Kusto, Eventstreams, Activator and Maps. Public preview.",
  "capabilities": [
   "kusto_query",
   "kusto_list_entities",
   "kusto_ingest_inline_into_table",
   "eventstream_create / list / update",
   "activator_create_trigger",
   "map_create / list"
  ],
  "synopsis_source": "https://github.com/microsoft/fabric-rti-mcp",
  "caveat": {
   "label": "Preview",
   "level": "amber",
   "reason": "README: \"This project is in Public Preview and implementation may significantly change prior to General Availability.\"",
   "source": "https://github.com/microsoft/fabric-rti-mcp"
  }
 },
 {
  "slug": "santhoshravindran7-fabric-analytics-mcp",
  "name": "Fabric-Analytics-MCP",
  "platform": "Microsoft Fabric",
  "maintainer": "santhoshravindran7",
  "official": "community",
  "hosting": "self-run (you run it)",
  "auth": "Bearer token, service principal, device code, interactive, Azure CLI",
  "read_only": "Write-capable (e.g. can modify workspace role assignments)",
  "security": "unknown",
  "license": "MIT",
  "stars": 110,
  "last_push": "2025-12-23",
  "latest_release": "none",
  "description": "A Model Context Protocol (MCP) server that enables AI assistants to securely access and analyze Microsoft Fabric Analytics data through authenticated API calls.",
  "url": "https://github.com/santhoshravindran7/Fabric-Analytics-MCP",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Broad Fabric server for accessing, analyzing and monitoring Fabric resources. Includes workspace admin, pipelines, environments, Git integration and Synapse migration.",
  "capabilities": [
   "fabric_list_workspaces",
   "fabric_create_workspace / fabric_delete_workspace",
   "fabric_create_workspace_data_pipeline",
   "fabric_connect_workspace_to_git",
   "fabric_migrate_synapse_to_fabric",
   "fabric_add_workspace_role_assignment"
  ],
  "synopsis_source": "https://github.com/santhoshravindran7/Fabric-Analytics-MCP",
  "caveat": null
 },
 {
  "slug": "augustab-microsoft-fabric-mcp",
  "name": "microsoft_fabric_mcp",
  "platform": "Microsoft Fabric",
  "maintainer": "Augustab",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: Entra ID / Azure AD",
  "read_only": "unverified. README mentions read-only",
  "security": "unknown",
  "license": "MIT",
  "stars": 25,
  "last_push": "2025-09-30",
  "latest_release": "v0.1.4",
  "description": "MCP server wrapping around the Fabric Rest API",
  "url": "https://github.com/Augustab/microsoft_fabric_mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Read-only Fabric server that uses only GET requests. Query workspaces, examine table schemas, monitor jobs and analyze dependencies. 25 tools.",
  "capabilities": [
   "list_workspaces",
   "list_lakehouses / list_tables",
   "get_table_schema",
   "list_job_instances",
   "get_item_lineage",
   "list_compute_usage"
  ],
  "synopsis_source": "https://github.com/Augustab/microsoft_fabric_mcp",
  "caveat": null
 },
 {
  "slug": "sdebruyn-fabric-dw-mcp-cli",
  "name": "fabric-dw-mcp-cli",
  "platform": "Microsoft Fabric",
  "maintainer": "sdebruyn",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: Entra ID / Azure AD, Service principal",
  "read_only": "unverified. README mentions read-only",
  "security": "unknown",
  "license": "MIT",
  "stars": 10,
  "last_push": "2026-10-11",
  "latest_release": "v2026.9.0",
  "description": "Python CLI and MCP server for Microsoft Fabric Data Warehouses and SQL Analytics Endpoints: administer, query, optimize, and secure them from your terminal or your AI agent.",
  "url": "https://github.com/sdebruyn/fabric-dw-mcp-cli",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "CLI and MCP server to administer, query, optimize and secure Fabric Data Warehouses and SQL analytics endpoints.",
  "capabilities": [
   "Run SQL and capture execution plans",
   "See running and long-running queries, kill sessions",
   "Statistics and cluster-by optimization",
   "Time travel reads and Parquet export",
   "SQL and column-level permissions"
  ],
  "synopsis_source": "https://github.com/sdebruyn/fabric-dw-mcp-cli",
  "caveat": null
 },
 {
  "slug": "bablulawrence-ms-fabric-mcp-server",
  "name": "ms-fabric-mcp-server",
  "platform": "Microsoft Fabric",
  "maintainer": "bablulawrence",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: OAuth, Entra ID / Azure AD, Service principal, API token/key",
  "read_only": "unknown",
  "security": "unknown",
  "license": "unknown",
  "stars": 4,
  "last_push": "2026-09-02",
  "latest_release": "none",
  "description": "MCP server for Microsoft Fabric with tooling support for workspaces, Notebooks, Livy, Pipelines, Lakehouses, Warehouses,  Jobs and Semantic Models",
  "url": "https://github.com/bablulawrence/ms-fabric-mcp-server",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Exposes Fabric workspaces, notebooks, SQL, Livy Spark, pipelines and jobs as tools. The README says development environments only, since it includes destructive tools and arbitrary code via Livy.",
  "capabilities": [
   "list_workspaces / list_items",
   "create_lakehouse / upload_lakehouse_file",
   "create_notebook / update_notebook_definition",
   "run_on_demand_job / get_job_status",
   "delete_item (destructive)",
   "Livy Spark sessions"
  ],
  "synopsis_source": "https://github.com/bablulawrence/ms-fabric-mcp-server",
  "caveat": {
   "label": "Dev only",
   "level": "red",
   "reason": "README: \"intended for development environments only and should not be used in production\". It includes destructive tools and runs arbitrary code via Livy.",
   "source": "https://github.com/bablulawrence/ms-fabric-mcp-server"
  }
 },
 {
  "slug": "aturlov-alta-fabric-mcp",
  "name": "fabric-mcp",
  "platform": "Microsoft Fabric",
  "maintainer": "aturlov-alta",
  "official": "community",
  "hosting": "self-run (local)",
  "auth": "unverified. README mentions: Entra ID / Azure AD, Service principal",
  "read_only": "unknown",
  "security": "unknown",
  "license": "MIT",
  "stars": 3,
  "last_push": "2025-12-06",
  "latest_release": "none",
  "description": "Simple MCP server for Microsoft Fabric",
  "url": "https://github.com/aturlov-alta/fabric-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Small Python server that lets GitHub Copilot in VS Code call Fabric APIs. Currently lists workspaces and lakehouses.",
  "capabilities": [
   "List Fabric workspaces",
   "List lakehouses in a workspace",
   "Service principal auth (optional)"
  ],
  "synopsis_source": "https://github.com/aturlov-alta/fabric-mcp",
  "caveat": null
 },
 {
  "slug": "microsoft-powerbi-modeling-mcp",
  "name": "powerbi-modeling-mcp",
  "platform": "Power BI",
  "maintainer": "microsoft",
  "official": "official (vendor org)",
  "hosting": "self-run (you run it)",
  "auth": "Entra ID interactive (default) or service principal (secret or certificate)",
  "read_only": "Write enabled by default (--readwrite, asks for confirmation once per database); --readonly flag blocks all writes",
  "security": "Uses your existing credentials and permissions; doesn't bypass Power BI security. Needs Write permission on the model. Can configure RLS roles.",
  "license": "MIT",
  "stars": 1224,
  "last_push": "2026-09-29",
  "latest_release": "v1.0.0",
  "description": "The Power BI Modeling MCP Server, brings Power BI semantic modeling capabilities to your AI agents.",
  "url": "https://github.com/microsoft/powerbi-modeling-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Microsoft's local Power BI Authoring server. Agents can read and change semantic models in natural language, from measures and relationships to security roles and DAX queries.",
  "capabilities": [
   "table_operations / column_operations",
   "measure_operations",
   "relationship_operations",
   "dax_query_operations",
   "security_role_operations",
   "transaction_operations"
  ],
  "synopsis_source": "https://github.com/microsoft/powerbi-modeling-mcp",
  "caveat": null
 },
 {
  "slug": "maxanatsko-mcp-engine-public",
  "name": "mcp-engine-public",
  "platform": "Power BI",
  "maintainer": "maxanatsko",
  "official": "community",
  "hosting": "self-run (you run it)",
  "auth": "n/a (works on local Power BI Desktop files)",
  "read_only": "Write-capable: reads and modifies Power BI Desktop files",
  "security": "unknown",
  "license": "NOASSERTION",
  "stars": 256,
  "last_push": "2026-10-12",
  "latest_release": "v3.9.119",
  "description": "The SemanticOps MCP (formerly MCP Engine) is a Power BI tool that lets AI assistants like Claude interact with your Power BI models programmatically: read your model structure, run DAX queries, modify your semantic model, and perform advanced analytics - all through natural conversation.",
  "url": "https://github.com/maxanatsko/mcp-engine-public",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "SemanticOps lets AI assistants read and modify Power BI Desktop files. Query the model, create measures, manage relationships and optimize performance, with rollback and change control.",
  "capabilities": [
   "Query the model",
   "Create measures",
   "Manage relationships",
   "Optimize performance",
   "Rollback mistakes",
   "Control what AI can change"
  ],
  "synopsis_source": "https://github.com/maxanatsko/mcp-engine-public",
  "caveat": null
 },
 {
  "slug": "sulaiman013-powerbi-mcp",
  "name": "powerbi-mcp",
  "platform": "Power BI",
  "maintainer": "sulaiman013",
  "official": "community",
  "hosting": "self-run (you run it)",
  "auth": "Azure AD service principal",
  "read_only": "Write-capable (live model writes); optional read-only lockdown mode",
  "security": "RLS test harness (run measures per role); enforced PII/column policies; audit log",
  "license": "MIT",
  "stars": 124,
  "last_push": "2026-07-23",
  "latest_release": "none",
  "description": "MCP server for natural language interaction with Power BI datasets",
  "url": "https://github.com/sulaiman013/powerbi-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Lets AI assistants inspect, query, validate, optimize, govern and refactor Power BI semantic models and reports. Works against a local Power BI Desktop model and the service. 82 tools.",
  "capabilities": [
   "execute_dax / desktop_execute_dax",
   "create_measure / batch_update_measures",
   "create_relationship",
   "pbir_add_page / pbir_add_visual",
   "run_bpa (best practice analyzer)",
   "security_audit_log"
  ],
  "synopsis_source": "https://github.com/sulaiman013/powerbi-mcp",
  "caveat": null
 },
 {
  "slug": "horizungroup-horizun-pbi-mcp",
  "name": "horizun-pbi-mcp",
  "platform": "Power BI",
  "maintainer": "HorizunGroup",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: API token/key",
  "read_only": "unverified. README mentions read-only",
  "security": "unknown",
  "license": "Apache-2.0",
  "stars": 29,
  "last_push": "2026-10-13",
  "latest_release": "v2.1.2",
  "description": "Open-source Power BI MCP to build, audit and repair Desktop models and PBIP reports with DAX, TOM, TMDL and PBIR.",
  "url": "https://github.com/HorizunGroup/horizun-pbi-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Build and fix Power BI reports by describing what you want. It runs DAX, edits the model and writes report pages, then checks its own work. Local Windows process, 139 tools.",
  "capabilities": [
   "Run DAX",
   "Edit the semantic model",
   "Write report pages",
   "Self-check results",
   "One-click install for ChatGPT / Claude Desktop"
  ],
  "synopsis_source": "https://github.com/HorizunGroup/horizun-pbi-mcp",
  "caveat": null
 },
 {
  "slug": "enelyse-powerbi-mcp-server",
  "name": "powerbi-mcp-server",
  "platform": "Power BI",
  "maintainer": "enelyse",
  "official": "community",
  "hosting": "self-run (local)",
  "auth": "unknown",
  "read_only": "unknown",
  "security": "unknown",
  "license": "MIT",
  "stars": 27,
  "last_push": "2025-11-08",
  "latest_release": "none",
  "description": "MCP server for controlling Power BI Desktop through Claude",
  "url": "https://github.com/enelyse/powerbi-mcp-server",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Alpha server that lets Claude talk to a running Power BI Desktop instance through the Tabular Object Model. Inspect, optimize and author DAX. Visual editing isn't supported.",
  "capabilities": [
   "DAX generation and measure creation",
   "Measure and table metadata inspection",
   "Rule-based DAX optimizer",
   "TMDL import/export",
   "Measure knowledge base"
  ],
  "synopsis_source": "https://github.com/enelyse/powerbi-mcp-server",
  "caveat": {
   "label": "Alpha",
   "level": "amber",
   "reason": "README: \"Alpha version – APIs and behaviours may change without notice.\"",
   "source": "https://github.com/enelyse/powerbi-mcp-server"
  }
 },
 {
  "slug": "jonathan-pap-powerbi-report-mcp",
  "name": "powerbi-report-mcp",
  "platform": "Power BI",
  "maintainer": "jonathan-pap",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: Entra ID / Azure AD, Service principal, API token/key",
  "read_only": "unknown",
  "security": "unknown",
  "license": "MIT",
  "stars": 21,
  "last_push": "2026-05-14",
  "latest_release": "v0.9.6",
  "description": "MCP server for building Power BI reports — pages, visuals, themes, layouts. PBIR format. Works with Claude Code, Claude Desktop, and as a Cowork plugin.",
  "url": "https://github.com/jonathan-pap/powerbi-report-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Builds Power BI report pages from natural language, adding pages, visuals, filters, bookmarks and themes in PBIR format.",
  "capabilities": [
   "pbir_create_page",
   "pbir_add_visual",
   "pbir_format_visual",
   "pbir_add_page_filter",
   "pbir_add_bookmark",
   "pbir_apply_theme"
  ],
  "synopsis_source": "https://github.com/jonathan-pap/powerbi-report-mcp",
  "caveat": null
 },
 {
  "slug": "d0nk3yhm-pbix-mcp",
  "name": "pbix-mcp",
  "platform": "Power BI",
  "maintainer": "d0nk3yhm",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: Browser SSO / externalbrowser, Username/password",
  "read_only": "unknown",
  "security": "unknown",
  "license": "MIT",
  "stars": 21,
  "last_push": "2026-10-16",
  "latest_release": "v0.9.141",
  "description": "MCP server for full read/write access to every layer of Power BI .pbix files — layout, DAX measures, M code, metadata SQL, VertiPaq table data, themes, and more.",
  "url": "https://github.com/d0nk3yhm/pbix-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Creates, reads, writes and evaluates Power BI .pbix and .pbit files without Power BI Desktop, using a pure-Python reimplementation and DAX engine.",
  "capabilities": [
   "Create reports with data sources and DAX measures",
   "pbix_add_visual / pbix_format_visual",
   "pbix_query_table / pbix_export_table_csv",
   "set_rls_role",
   "pbix_export_tmdl / pbix_export_pbip"
  ],
  "synopsis_source": "https://github.com/d0nk3yhm/pbix-mcp",
  "caveat": null
 },
 {
  "slug": "mbrummerstedt-powerbi-analyst-mcp",
  "name": "powerbi-analyst-mcp",
  "platform": "Power BI",
  "maintainer": "mbrummerstedt",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: OAuth, Entra ID / Azure AD, Service principal",
  "read_only": "unverified. README mentions read-only",
  "security": "unknown",
  "license": "MIT",
  "stars": 14,
  "last_push": "2026-04-15",
  "latest_release": "v0.4.1",
  "description": "This repo is a local mcp server made for connecting Power BI to your llm for analysis purposes",
  "url": "https://github.com/mbrummerstedt/powerbi-analyst-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Connects Claude to Power BI semantic models to explore tables and measures and run DAX. Large results are saved locally and paged to the agent.",
  "capabilities": [
   "list_datasets",
   "list_tables / list_measures / list_columns",
   "execute_dax",
   "read_query_result (paging)",
   "search_query_history"
  ],
  "synopsis_source": "https://github.com/mbrummerstedt/powerbi-analyst-mcp",
  "caveat": null
 },
 {
  "slug": "ariedavista-powerbi-mcp-privacy-proxy",
  "name": "PowerBI-MCP-Privacy-Proxy",
  "platform": "Power BI",
  "maintainer": "ArieDavista",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unknown",
  "read_only": "unverified. README mentions read-only",
  "security": "unknown",
  "license": "NOASSERTION",
  "stars": 12,
  "last_push": "2025-12-20",
  "latest_release": "none",
  "description": "A Windows application that functions as a privacy proxy between Claude Desktop and the Power BI Modeling MCP Server. The proxy masks sensitive data in DAX query results before they reach the AI model.",
  "url": "https://github.com/ArieDavista/PowerBI-MCP-Privacy-Proxy",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Windows proxy between Claude Desktop and the Power BI Modeling MCP server. Masks sensitive columns in DAX results and can block all write operations.",
  "capabilities": [
   "Masks sensitive columns with ***",
   "Optional read-only filter",
   "Configurable sensitive-field matching"
  ],
  "synopsis_source": "https://github.com/ArieDavista/PowerBI-MCP-Privacy-Proxy",
  "caveat": null
 },
 {
  "slug": "richardhan-mssql-mcp-server",
  "name": "mssql_mcp_server",
  "platform": "SQL Server",
  "maintainer": "RichardHan",
  "official": "community",
  "hosting": "self-run (you run it)",
  "auth": "SQL auth, Windows auth, Azure AD",
  "read_only": "Write-capable: runs SELECT, INSERT, UPDATE, DELETE. No read-only mode in README",
  "security": "None built in; README advises a minimal-permission DB user",
  "license": "MIT",
  "stars": 396,
  "last_push": "2025-11-02",
  "latest_release": "v0.1.0",
  "description": "A Model Context Protocol (MCP) server for Microsoft SQL Server that enables secure database interactions through a controlled interface. Allows AI assistants to safely list tables, read data, and execute SQL queries while maintaining security and structure.",
  "url": "https://github.com/RichardHan/mssql_mcp_server",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Lets Claude Desktop list tables and run SQL on SQL Server, including INSERT, UPDATE and DELETE. Supports SQL, Windows and Azure AD auth, LocalDB and Azure SQL.",
  "capabilities": [
   "List database tables",
   "Execute SELECT / INSERT / UPDATE / DELETE",
   "SQL, Windows and Azure AD auth",
   "LocalDB and Azure SQL support"
  ],
  "synopsis_source": "https://github.com/RichardHan/mssql_mcp_server",
  "caveat": null
 },
 {
  "slug": "aaronontheweb-mssql-mcp",
  "name": "mssql-mcp",
  "platform": "SQL Server",
  "maintainer": "Aaronontheweb",
  "official": "community",
  "hosting": "self-run (you run it)",
  "auth": "SQL auth or Windows auth (connection string)",
  "read_only": "Write-capable: full SQL incl. INSERT/UPDATE/DELETE/DDL. No read-only mode in README",
  "security": "unknown",
  "license": "Apache-2.0",
  "stars": 158,
  "last_push": "2026-01-22",
  "latest_release": "0.1.1",
  "description": "MSSQL Server MCP implementation written in C#",
  "url": "https://github.com/Aaronontheweb/mssql-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": ".NET server giving agents schema discovery and full SQL on SQL Server, including DDL.",
  "capabilities": [
   "list_schemas",
   "list_tables",
   "execute_sql (SELECT, INSERT, UPDATE, DELETE, DDL)",
   "Connection validation on startup"
  ],
  "synopsis_source": "https://github.com/Aaronontheweb/mssql-mcp",
  "caveat": null
 },
 {
  "slug": "jexinsam-mssql-mcp-server",
  "name": "mssql_mcp_server",
  "platform": "SQL Server",
  "maintainer": "JexinSam",
  "official": "community",
  "hosting": "self-run (you run it)",
  "auth": "SQL auth or Windows/Kerberos (trusted connection)",
  "read_only": "Has both read-only tools and a destructive execute_sql (any statement). Only MCP annotations separate them; restrict with DB grants",
  "security": "None built in; README advises GRANT SELECT-only users",
  "license": "MIT",
  "stars": 60,
  "last_push": "2026-08-16",
  "latest_release": "v1.0.0",
  "description": "A Model Context Protocol (MCP) server facilitating secure interactions with MSSQL databases.",
  "url": "https://github.com/JexinSam/mssql_mcp_server",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Lets AI assistants list tables, read table contents and run SQL on SQL Server with controlled access. Supports stdio and HTTP.",
  "capabilities": [
   "list_tables",
   "query_sql (read)",
   "execute_sql (write)",
   "SQL injection protection",
   "Windows auth"
  ],
  "synopsis_source": "https://github.com/JexinSam/mssql_mcp_server",
  "caveat": null
 },
 {
  "slug": "aadversteeg-mssqlclient-mcp-server",
  "name": "mssqlclient-mcp-server",
  "platform": "SQL Server",
  "maintainer": "aadversteeg",
  "official": "community",
  "hosting": "self-run (you run it)",
  "auth": "SQL auth (Windows auth not supported in Docker)",
  "read_only": "Read-only by default (schema tools only); query and stored-procedure execution are opt-in via env vars",
  "security": "unknown",
  "license": "MIT",
  "stars": 43,
  "last_push": "2026-10-04",
  "latest_release": "0.1.1",
  "description": "A Microsoft SQL Server client implementing the Model Context Protocol (MCP). This server provides SQL query capabilities through a simple MCP interface.",
  "url": "https://github.com/aadversteeg/mssqlclient-mcp-server",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": ".NET SQL Server client for query execution, schema discovery and stored procedures. Query and procedure tools are disabled by default.",
  "capabilities": [
   "list_tables / get_table_schema",
   "execute_query (opt-in)",
   "list_stored_procedures",
   "execute_stored_procedure (opt-in)",
   "start_query (background sessions)"
  ],
  "synopsis_source": "https://github.com/aadversteeg/mssqlclient-mcp-server",
  "caveat": null
 },
 {
  "slug": "daobataotie-mssql-mcp",
  "name": "mssql-mcp",
  "platform": "SQL Server",
  "maintainer": "daobataotie",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: Username/password, Windows auth",
  "read_only": "unverified. README mentions read-only",
  "security": "unknown",
  "license": "MIT",
  "stars": 39,
  "last_push": "2026-09-04",
  "latest_release": "none",
  "description": "mssql mcp server",
  "url": "https://github.com/daobataotie/mssql-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "SQL Server server for running queries, analyzing business data and writing insight memos. Can mount several databases with their own read-only and write-confirmation settings.",
  "capabilities": [
   "read_query / write_query",
   "list_tables / describe_table",
   "list_procedures / execute_procedure",
   "append_insight (memo)",
   "Multi-database with confirm_writes"
  ],
  "synopsis_source": "https://github.com/daobataotie/mssql-mcp",
  "caveat": null
 },
 {
  "slug": "connorbritain-mssql-mcp-server",
  "name": "mssql-mcp-server",
  "platform": "SQL Server",
  "maintainer": "ConnorBritain",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: Entra ID / Azure AD, Username/password, Windows auth",
  "read_only": "unverified. README mentions read-only",
  "security": "unknown",
  "license": "MIT",
  "stars": 34,
  "last_push": "2026-08-04",
  "latest_release": "none",
  "description": "Enterprise MCP server for SQL Server with 20 tools for schema discovery, data operations, and administration.",
  "url": "https://github.com/ConnorBritain/mssql-mcp-server",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Full-tier enterprise SQL Server server (20 tools) for exploring schemas, profiling data and running data and DDL operations. Reader and writer tiers ship separately.",
  "capabilities": [
   "search_schema / describe_table",
   "profile_table",
   "explain_query",
   "read_data",
   "insert_data / update_data / delete_data",
   "create_table / drop_table"
  ],
  "synopsis_source": "https://github.com/ConnorBritain/mssql-mcp-server",
  "caveat": null
 },
 {
  "slug": "lorenzouriel-mssql-mcp-python",
  "name": "mssql-mcp-python",
  "platform": "SQL Server",
  "maintainer": "lorenzouriel",
  "official": "community",
  "hosting": "self-run (local)",
  "auth": "unverified. README mentions: Entra ID / Azure AD, Username/password, Windows auth",
  "read_only": "unverified. README mentions read-only",
  "security": "unknown",
  "license": "MIT",
  "stars": 29,
  "last_push": "2026-10-13",
  "latest_release": "v1.2.0",
  "description": "MCP that provides controlled and secure SQL Server database access for LLM applications.",
  "url": "https://github.com/lorenzouriel/mssql-mcp-python",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Python server that exposes SQL Server to LLMs, read-only unless writes are enabled. Includes row caps, paging and Prometheus metrics.",
  "capabilities": [
   "execute_sql",
   "list_databases / list_schemas / list_tables",
   "describe_table",
   "get_relationships",
   "sample_table / distinct_values"
  ],
  "synopsis_source": "https://github.com/lorenzouriel/mssql-mcp-python",
  "caveat": null
 },
 {
  "slug": "alyiox-mcp-mssql",
  "name": "mcp-mssql",
  "platform": "SQL Server",
  "maintainer": "alyiox",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: Entra ID / Azure AD, Username/password",
  "read_only": "unverified. README mentions read-only",
  "security": "unknown",
  "license": "MIT",
  "stars": 9,
  "last_push": "2026-10-10",
  "latest_release": "none",
  "description": "Read-only-by-default MCP server for one or many SQL Servers: schema discovery, SELECT-only queries, execution-plan analysis, opt-in writes.",
  "url": "https://github.com/alyiox/mcp-mssql",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Read-only-by-default .NET server for SQL Server with schema discovery, select-only queries, execution-plan analysis and opt-in writes across multiple server profiles.",
  "capabilities": [
   "list_profiles",
   "get_object (schema)",
   "run_query (select-only)",
   "analyze_query (plans)",
   "run_command (opt-in writes)"
  ],
  "synopsis_source": "https://github.com/alyiox/mcp-mssql",
  "caveat": null
 },
 {
  "slug": "connorbritain-mssql-mcp-reader",
  "name": "mssql-mcp-reader",
  "platform": "SQL Server",
  "maintainer": "ConnorBritain",
  "official": "community",
  "hosting": "self-run (local)",
  "auth": "unverified. README mentions: Username/password",
  "read_only": "unverified. README mentions read-only",
  "security": "unknown",
  "license": "MIT",
  "stars": 9,
  "last_push": "2026-08-04",
  "latest_release": "none",
  "description": "Read-only MCP server for SQL Server with safe schema discovery and querying.",
  "url": "https://github.com/ConnorBritain/mssql-mcp-reader",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Read-only SQL Server server (14 tools) for safe schema discovery, profiling and querying. Destructive tools are excluded at package level.",
  "capabilities": [
   "search_schema",
   "describe_table",
   "profile_table",
   "inspect_relationships",
   "explain_query",
   "read_data"
  ],
  "synopsis_source": "https://github.com/ConnorBritain/mssql-mcp-reader",
  "caveat": null
 },
 {
  "slug": "bymcs-mssql-mcp",
  "name": "mssql-mcp",
  "platform": "SQL Server",
  "maintainer": "bymcs",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: Username/password",
  "read_only": "unverified. README mentions read-only",
  "security": "unknown",
  "license": "MIT",
  "stars": 13,
  "last_push": "2026-09-14",
  "latest_release": "none",
  "description": "MCP server for Microsoft SQL Server — query, schema, and stored-procedure access for Claude Desktop, Cursor, Windsurf, and VS Code.",
  "url": "https://github.com/bymcs/mssql-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Node server for SQL Server, compatible with Claude Desktop, Cursor, Windsurf and VS Code. Connect, explore schema, read tables and run queries and procedures.",
  "capabilities": [
   "mssql_connect_database",
   "mssql_list_databases",
   "mssql_get_schema / mssql_describe_table",
   "mssql_read_table_rows",
   "mssql_execute_query",
   "mssql_execute_stored_procedure"
  ],
  "synopsis_source": "https://github.com/bymcs/mssql-mcp",
  "caveat": null
 },
 {
  "slug": "azure-data-api-builder",
  "name": "data-api-builder",
  "platform": "SQL Server",
  "maintainer": "Azure",
  "official": "official (vendor org)",
  "hosting": "self-run (you run it)",
  "auth": "Configured in dab config (authentication section)",
  "read_only": "Configurable per entity via role permissions",
  "security": "Role-based permissions per entity in config",
  "license": "unknown",
  "stars": null,
  "last_push": "",
  "latest_release": "v2.1.5",
  "description": "Microsoft Data API builder; includes SQL MCP Server for SQL Server / Azure SQL / Fabric SQL.",
  "url": "https://github.com/Azure/data-api-builder",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Open-source, no-code engine that creates secure REST, GraphQL and MCP endpoints over your database. Runs in a container anywhere.",
  "capabilities": [
   "REST endpoints",
   "GraphQL endpoints",
   "MCP endpoint",
   "Azure SQL, SQL Server, Cosmos DB, PostgreSQL, MySQL"
  ],
  "synopsis_source": "https://github.com/Azure/data-api-builder",
  "caveat": null
 },
 {
  "slug": "tableau-tableau-mcp",
  "name": "tableau-mcp",
  "platform": "Tableau",
  "maintainer": "tableau",
  "official": "official (vendor org)",
  "hosting": "remote (hosted at mcp.tableau.com for Tableau Cloud) or self-run (Tableau Server / enterprise)",
  "auth": "OAuth 2.1 per-user sign-in (hosted); self-hosted auth: see docs (unknown)",
  "read_only": "unknown",
  "security": "Hosted: each user's existing Tableau permissions are enforced",
  "license": "Apache-2.0",
  "stars": 352,
  "last_push": "2026-10-16",
  "latest_release": "v4.26.3",
  "description": "Tableau's official MCP Server. Helping agents see and understand data.",
  "url": "https://github.com/tableau/tableau-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Tableau's official tools, resources and prompts for AI apps. Query published data sources and find content. Hosted at mcp.tableau.com with OAuth for Tableau Cloud, or run locally.",
  "capabilities": [
   "Query published data sources",
   "Search workbooks and views",
   "Hosted OAuth 2.1 endpoint",
   "Per-user permissions enforced"
  ],
  "synopsis_source": "https://github.com/tableau/tableau-mcp",
  "caveat": null
 },
 {
  "slug": "wjsutton-tableau-public-mcp",
  "name": "tableau-public-mcp",
  "platform": "Tableau",
  "maintainer": "wjsutton",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unknown",
  "read_only": "unknown",
  "security": "unknown",
  "license": "Apache-2.0",
  "stars": 29,
  "last_push": "2026-06-12",
  "latest_release": "none",
  "description": "An MCP Server for Tableau Public",
  "url": "https://github.com/wjsutton/tableau-public-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Access Tableau Public profiles, workbooks, visualizations and discovery features without auth. Can also analyze downloaded .twbx workbooks. 22 tools.",
  "capabilities": [
   "get_user_profile",
   "get_workbook_details / get_workbook_contents",
   "get_viz_of_day",
   "download_workbook_twbx",
   "get_twbx_calculated_fields",
   "get_twbx_lod_expressions"
  ],
  "synopsis_source": "https://github.com/wjsutton/tableau-public-mcp",
  "caveat": null
 },
 {
  "slug": "theinformationlab-tableau-mcp-starter-kit",
  "name": "tableau_mcp_starter_kit",
  "platform": "Tableau",
  "maintainer": "TheInformationLab",
  "official": "community",
  "hosting": "self-run (local)",
  "auth": "unverified. README mentions: Personal access token, API token/key",
  "read_only": "unknown",
  "security": "unknown",
  "license": "MIT",
  "stars": 28,
  "last_push": "2026-04-28",
  "latest_release": "none",
  "description": "An implementation of Tableau MCP with LangChain for providing AI functionality Tableau Server or Cloud",
  "url": "https://github.com/TheInformationLab/tableau_mcp_starter_kit",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Starter kit that uses tableau-mcp with LangChain for natural language querying of Tableau Server or Cloud data, via a web UI or dashboard extension.",
  "capabilities": [
   "Natural language querying of Tableau data",
   "Web interface",
   "Dashboard extension",
   "Tableau Server and Cloud"
  ],
  "synopsis_source": "https://github.com/TheInformationLab/tableau_mcp_starter_kit",
  "caveat": null
 },
 {
  "slug": "tdries-tableau-graphql-mcp",
  "name": "tableau-graphQL-mcp",
  "platform": "Tableau",
  "maintainer": "tdries",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: Browser SSO / externalbrowser, Personal access token",
  "read_only": "unverified. README mentions read-only",
  "security": "unknown",
  "license": "MIT",
  "stars": 1,
  "last_push": "2026-10-15",
  "latest_release": "v0.2.0",
  "description": "Read-only MCP server for Tableau lineage and impact analysis over the Metadata API (GraphQL). Works on Tableau Server and Cloud.",
  "url": "https://github.com/tdries/tableau-graphQL-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Answers Tableau lineage questions through the Tableau Metadata API (GraphQL).",
  "capabilities": [
   "graphql_query",
   "impact_analysis",
   "where_used",
   "search_content",
   "introspect_schema"
  ],
  "synopsis_source": "https://github.com/tdries/tableau-graphQL-mcp",
  "caveat": null
 },
 {
  "slug": "nail-peter-tableau-cloud-mcp-server",
  "name": "tableau-cloud-mcp-server",
  "platform": "Tableau",
  "maintainer": "nail-peter",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: Personal access token",
  "read_only": "unknown",
  "security": "unknown",
  "license": "MIT",
  "stars": 1,
  "last_push": "2025-06-05",
  "latest_release": "none",
  "description": "MCP server for Tableau Cloud administration - automate user management, content operations, and permissions",
  "url": "https://github.com/nail-peter/tableau-cloud-mcp-server",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Tableau Cloud admin server that analyzes content and data sources, queries data through VizQL and runs admin workflows from plain-English requests.",
  "capabilities": [
   "natural_language_data_query",
   "get_datasource_metadata",
   "analyze_datasource_quality",
   "analyze_content_intelligence",
   "execute_workflow / confirm_workflow"
  ],
  "synopsis_source": "https://github.com/nail-peter/tableau-cloud-mcp-server",
  "caveat": null
 },
 {
  "slug": "thoughtspot-mcp-server",
  "name": "mcp-server",
  "platform": "ThoughtSpot",
  "maintainer": "thoughtspot",
  "official": "official (vendor org)",
  "hosting": "remote (ThoughtSpot-hosted, agent.thoughtspot.app) or self-run",
  "auth": "OAuth (dynamic or manual client registration); self-run uses an access token",
  "read_only": "Tools for querying and retrieving data (per README); write tools not documented",
  "security": "unknown",
  "license": "NOASSERTION",
  "stars": 34,
  "last_push": "2026-10-16",
  "latest_release": "none",
  "description": "The ThoughtSpot MCP Server",
  "url": "https://github.com/thoughtspot/mcp-server",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "ThoughtSpot's official Spotter server for querying and retrieving data from your ThoughtSpot instance, returning live answers from your own data.",
  "capabilities": [
   "Query your ThoughtSpot data",
   "Live answers from Spotter",
   "Handles ThoughtSpot authentication"
  ],
  "synopsis_source": "https://github.com/thoughtspot/mcp-server",
  "caveat": null
 },
 {
  "slug": "trustxai-thoughtspot-mcp",
  "name": "thoughtspot-mcp",
  "platform": "ThoughtSpot",
  "maintainer": "trustxai",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: Username/password, API token/key",
  "read_only": "unknown",
  "security": "unknown",
  "license": "Apache-2.0",
  "stars": 1,
  "last_push": "2026-07-07",
  "latest_release": "v0.1.2",
  "description": "MCP server for the ThoughtSpot API — search metadata, export/import TML, manage connections, query data and export reports from any MCP client.",
  "url": "https://github.com/trustxai/thoughtspot-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Server for the ThoughtSpot REST API v2 (18 tools). Metadata search and delete, TML export/import, connections, Liveboard data and report exports.",
  "capabilities": [
   "thoughtspot_export_tml / thoughtspot_import_tml",
   "thoughtspot_get_liveboard_data",
   "thoughtspot_export_liveboard_report (PDF, PNG, CSV, XLSX)",
   "thoughtspot_create_connection",
   "thoughtspot_delete_metadata"
  ],
  "synopsis_source": "https://github.com/trustxai/thoughtspot-mcp",
  "caveat": null
 },
 {
  "slug": "billdback-ts-thoughtspot-admin-mcp",
  "name": "thoughtspot-admin-mcp",
  "platform": "ThoughtSpot",
  "maintainer": "billdback-ts",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: Browser SSO / externalbrowser, Username/password, API token/key",
  "read_only": "unknown",
  "security": "unknown",
  "license": "MIT",
  "stars": 0,
  "last_push": "2025-08-15",
  "latest_release": "none",
  "description": "MCP server for ThoughtSpot admin capabilities.",
  "url": "https://github.com/billdback-ts/thoughtspot-admin-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Admin server for searching and analyzing ThoughtSpot metadata such as liveboards, answers, tables, connections, tags and groups. Can add and remove users from groups.",
  "capabilities": [
   "search-metadata",
   "list-users",
   "list-groups",
   "Usage analytics (views, last access)",
   "Group membership management"
  ],
  "synopsis_source": "https://github.com/billdback-ts/thoughtspot-admin-mcp",
  "caveat": null
 },
 {
  "slug": "eithery-rc-workatomcp",
  "name": "WorkatoMCP",
  "platform": "Workato",
  "maintainer": "Eithery-rc",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: API token/key",
  "read_only": "unknown",
  "security": "unknown",
  "license": "MIT",
  "stars": 1,
  "last_push": "2026-10-13",
  "latest_release": "v1.12.0",
  "description": "MCP server that gives AI agents typed access to Workato (recipes, jobs, connections, lookup and data tables) through your signed-in browser session. Chrome extension + local bridge, no API tokens.",
  "url": "https://github.com/Eithery-rc/WorkatoMCP",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Chrome extension plus local MCP bridge that exposes 95 Workato tools through your signed-in browser session instead of API tokens.",
  "capabilities": [
   "Recipes and jobs",
   "Connections",
   "Folders and projects",
   "Lookup tables and data tables",
   "Recipe editor"
  ],
  "synopsis_source": "https://github.com/Eithery-rc/WorkatoMCP",
  "caveat": null
 },
 {
  "slug": "jacobgoren-sb-workato-mcp-server",
  "name": "workato-mcp-server",
  "platform": "Workato",
  "maintainer": "jacobgoren-sb",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: API token/key",
  "read_only": "unknown",
  "security": "unknown",
  "license": "MIT",
  "stars": 4,
  "last_push": "2025-03-18",
  "latest_release": "none",
  "description": "",
  "url": "https://github.com/jacobgoren-sb/workato-mcp-server",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Lets Cursor or Claude work with the Workato API. Manage recipes, connections, connectors, folders, activity logs and tags.",
  "capabilities": [
   "List, create, start and stop recipes",
   "Monitor recipe jobs",
   "List and create connections",
   "Connector discovery",
   "Activity logs",
   "Tag management"
  ],
  "synopsis_source": "https://github.com/jacobgoren-sb/workato-mcp-server",
  "caveat": null
 },
 {
  "slug": "workato-devs-dewy-resort",
  "name": "dewy-resort",
  "platform": "Workato",
  "maintainer": "workato-devs",
  "official": "official (vendor org)",
  "hosting": "self-run (you run it)",
  "auth": "unknown",
  "read_only": "unknown",
  "security": "unknown",
  "license": "MIT",
  "stars": 15,
  "last_push": "2026-06-16",
  "latest_release": "none",
  "description": "Sample application for Enterprise MCP server architecture. Built with Workato Enterprise MCP. Hospitality use case, with customer- and employee-facing agentic experiences.",
  "url": "https://github.com/workato-devs/dewy-resort",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "Sample app (not a server)",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Workato sample app (a fictional hotel) showing enterprise MCP design patterns. Agents call orchestrated business tools instead of raw APIs.",
  "capabilities": [
   "create_booking_orchestrator",
   "check_in_guest",
   "checkout_guest",
   "service_request",
   "maintenance_request"
  ],
  "synopsis_source": "https://github.com/workato-devs/dewy-resort",
  "caveat": null
 },
 {
  "slug": "rafaelcartenet-mcp-databricks-server",
  "name": "mcp-databricks-server",
  "platform": "Databricks",
  "maintainer": "RafaelCartenet",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: Service principal, Browser SSO / externalbrowser, Personal access token",
  "read_only": "unknown",
  "security": "unknown",
  "license": "MIT",
  "stars": 43,
  "last_push": "2026-03-28",
  "latest_release": "none",
  "description": "Model Context Protocol (MCP) server for Databricks that empowers AI agents to autonomously interact with Unity Catalog metadata. Enables data discovery, lineage analysis, and intelligent SQL execution. Agents explore catalogs/schemas/tables, understand relationships, discover notebooks/jobs, and execute queries - greatly reducing ad-hoc query time.",
  "url": "https://github.com/RafaelCartenet/mcp-databricks-server",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Gives agents Databricks Unity Catalog metadata (catalogs, schemas, tables, columns, lineage) and lets them run SQL.",
  "capabilities": [
   "List catalogs and schemas",
   "Table details with columns and lineage",
   "execute_sql_query",
   "Long-running query handling"
  ],
  "synopsis_source": "https://github.com/RafaelCartenet/mcp-databricks-server",
  "caveat": null
 },
 {
  "slug": "jordineil-mcp-databricks-server",
  "name": "mcp-databricks-server",
  "platform": "Databricks",
  "maintainer": "JordiNeil",
  "official": "community",
  "hosting": "self-run (you run it)",
  "auth": "Databricks personal access token",
  "read_only": "unknown",
  "security": "unknown (inherits token permissions)",
  "license": "unknown",
  "stars": 50,
  "last_push": "2025-04-24",
  "latest_release": "none",
  "description": "MCP Server for Databricks",
  "url": "https://github.com/JordiNeil/mcp-databricks-server",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Lets LLMs run SQL on Databricks SQL warehouses and list and check Databricks jobs.",
  "capabilities": [
   "Run SQL queries on SQL warehouses",
   "List jobs",
   "Get job status",
   "Get job details"
  ],
  "synopsis_source": "https://github.com/JordiNeil/mcp-databricks-server",
  "caveat": null
 },
 {
  "slug": "alexxx-db-databricks-genie-mcp",
  "name": "databricks-genie-mcp",
  "platform": "Databricks",
  "maintainer": "alexxx-db",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: OAuth, Service principal, Personal access token",
  "read_only": "unknown",
  "security": "unknown",
  "license": "NOASSERTION",
  "stars": 19,
  "last_push": "2026-07-29",
  "latest_release": "none",
  "description": "This project implements a Model Context Protocol (MCP) server that exposes Databricks Genie API capabilities as tools",
  "url": "https://github.com/alexxx-db/databricks-genie-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Exposes the Databricks Genie API as tools for natural language querying of Databricks data.",
  "capabilities": [
   "get_space",
   "start_conversation",
   "create_message",
   "get_message_attachment_query_result",
   "execute_message_attachment_query"
  ],
  "synopsis_source": "https://github.com/alexxx-db/databricks-genie-mcp",
  "caveat": null
 },
 {
  "slug": "databricks-solutions-custom-mcp-databricks-app",
  "name": "custom-mcp-databricks-app",
  "platform": "Databricks",
  "maintainer": "databricks-solutions",
  "official": "official (vendor org)",
  "hosting": "self-run (you run it)",
  "auth": "Databricks OAuth via Databricks Apps (production); token for local dev",
  "read_only": "Depends on the tools you build",
  "security": "unknown",
  "license": "NOASSERTION",
  "stars": 30,
  "last_push": "2025-10-10",
  "latest_release": "none",
  "description": "Create your custom MCP server on Databricks Apps for tools, prompts, and claude slash commands",
  "url": "https://github.com/databricks-solutions/custom-mcp-databricks-app",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "Template for building your own MCP server on Databricks Apps",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Template for hosting your own MCP prompts and tools on Databricks Apps with OAuth. You write tools as Python functions with the Databricks SDK.",
  "capabilities": [
   "Prompts as markdown files",
   "Tools as Python functions",
   "OAuth via Databricks Apps",
   "Example tools such as check_system"
  ],
  "synopsis_source": "https://github.com/databricks-solutions/custom-mcp-databricks-app",
  "caveat": null
 },
 {
  "slug": "dbt-labs-dbt-mcp",
  "name": "dbt-mcp",
  "platform": "dbt",
  "maintainer": "dbt-labs",
  "official": "official (vendor org)",
  "hosting": "self-run (you run it)",
  "auth": "unknown",
  "read_only": "Can run dbt commands that may modify models, sources and warehouse objects (README warning); read-only default not documented",
  "security": "unknown",
  "license": "Apache-2.0",
  "stars": 608,
  "last_push": "2026-10-16",
  "latest_release": "v2.8.0",
  "description": "A MCP (Model Context Protocol) server for interacting with dbt.",
  "url": "https://github.com/dbt-labs/dbt-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Official dbt server that gives agents context on your dbt Core, Fusion or Platform project. Covers models, lineage, the Semantic Layer, SQL and jobs.",
  "capabilities": [
   "get_all_models / get_node_details",
   "get_lineage",
   "list_metrics / query_metrics",
   "execute_sql / text_to_sql",
   "build / compile / docs",
   "get_job_run_details"
  ],
  "synopsis_source": "https://github.com/dbt-labs/dbt-mcp",
  "caveat": null
 },
 {
  "slug": "astoriel-dbt-doctor",
  "name": "dbt-doctor",
  "platform": "dbt",
  "maintainer": "Astoriel",
  "official": "community",
  "hosting": "self-run (you run it)",
  "auth": "unknown",
  "read_only": "Warehouse queries run in a read-only transaction; writes changes to dbt schema.yml files",
  "security": "unknown",
  "license": "MIT",
  "stars": 124,
  "last_push": "2026-09-29",
  "latest_release": "v0.1.0",
  "description": "AI-driven quality & governance MCP Server for dbt projects. Audit coverage, profile data, detect schema drift, and auto-generate documentation — all through natural language with your AI assistant.",
  "url": "https://github.com/Astoriel/dbt-doctor",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": false,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "hand-checked README (Oct 16 2026)",
  "synopsis": "Quality and governance server for dbt projects. Audit coverage, profile data, detect schema drift and generate docs. Active alpha.",
  "capabilities": [
   "audit_project (0–100% score)",
   "check_test_coverage",
   "profile_model",
   "Schema drift detection",
   "Test suggestions",
   "analyze_dag"
  ],
  "synopsis_source": "https://github.com/Astoriel/dbt-doctor",
  "caveat": {
   "label": "Alpha",
   "level": "amber",
   "reason": "README: \"Active alpha.\" See its STATUS.md and KNOWN_LIMITATIONS.md.",
   "source": "https://github.com/Astoriel/dbt-doctor"
  }
 },
 {
  "slug": "niclasolofsson-dbt-core-mcp",
  "name": "dbt-core-mcp",
  "platform": "dbt",
  "maintainer": "NiclasOlofsson",
  "official": "community",
  "hosting": "unverified: README mentions remote/SSE transport",
  "auth": "unverified. README mentions: Browser SSO / externalbrowser",
  "read_only": "unknown",
  "security": "unknown",
  "license": "MIT",
  "stars": 15,
  "last_push": "2026-04-27",
  "latest_release": "v1.7.1",
  "description": "dbt Core MCP Server: Interact with dbt projects via Model Context Protocol",
  "url": "https://github.com/NiclasOlofsson/dbt-core-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "dbt pair programmer for Copilot that uses your own Python environment. Runs dbt commands and tests and analyzes impact.",
  "capabilities": [
   "Run and test models",
   "check_schema_changes",
   "Lineage and impact analysis",
   "Show compiled SQL",
   "Uses your existing dbt environment"
  ],
  "synopsis_source": "https://github.com/NiclasOlofsson/dbt-core-mcp",
  "caveat": null
 },
 {
  "slug": "mattijsdp-dbt-docs-mcp",
  "name": "dbt-docs-mcp",
  "platform": "dbt",
  "maintainer": "mattijsdp",
  "official": "community",
  "hosting": "self-run (local)",
  "auth": "unverified. README mentions: Browser SSO / externalbrowser",
  "read_only": "unknown",
  "security": "unknown",
  "license": "MIT",
  "stars": 23,
  "last_push": "2025-08-19",
  "latest_release": "v0.0.1",
  "description": "MCP (model context protocol) server for interacting with dbt Docs",
  "url": "https://github.com/mattijsdp/dbt-docs-mcp",
  "source": "GitHub README keyword scan + GitHub API (Oct 16 2026)",
  "needs_review": true,
  "readme_found": true,
  "kind": "MCP server",
  "verified": "not yet verified",
  "synopsis": "Queries dbt Docs artifacts (manifest.json, catalog.json). Search nodes, inspect details and trace model and column lineage.",
  "capabilities": [
   "search_dbt_node_names",
   "search_dbt_sql_code",
   "get_dbt_node_attributes",
   "get_dbt_predecessors / get_dbt_successors",
   "get_column_ancestors / get_column_descendants"
  ],
  "synopsis_source": "https://github.com/mattijsdp/dbt-docs-mcp",
  "caveat": null
 },
 {
  "name": "Power BI Authoring MCP (hosted)",
  "platform": "Power BI",
  "maintainer": "Microsoft",
  "official": "official (vendor)",
  "hosting": "remote (Microsoft-hosted, preview)",
  "auth": "Entra ID",
  "read_only": "write (authors semantic models)",
  "security": "unknown",
  "url": "https://learn.microsoft.com/en-us/power-bi/developer/mcp/mcp-servers-overview",
  "description": "Hosted endpoint to create and change Power BI semantic models.",
  "slug": "power-bi-authoring-mcp-hosted",
  "license": "proprietary (vendor service)",
  "stars": null,
  "last_push": "",
  "latest_release": "n/a",
  "source": "Vendor docs (read Oct 16 2026)",
  "needs_review": false,
  "readme_found": false,
  "kind": "MCP server",
  "verified": "vendor docs (Oct 16 2026)",
  "synopsis": "Microsoft-hosted Power BI Authoring endpoint for creating and changing semantic models. Covers tables, columns, measures, relationships, calculation groups, translations and security roles.",
  "capabilities": [
   "Create or change model objects",
   "Measures and relationships",
   "Calculation groups and translations",
   "Security roles",
   "Refactor DAX and generate docs"
  ],
  "synopsis_source": "https://learn.microsoft.com/en-us/power-bi/developer/mcp/mcp-servers-overview",
  "caveat": null
 },
 {
  "name": "Fabric IQ MCP",
  "platform": "Power BI",
  "maintainer": "Microsoft",
  "official": "official (vendor)",
  "hosting": "remote (Microsoft-hosted)",
  "auth": "OAuth 2.0 / Entra ID",
  "read_only": "read-only toolset (per docs)",
  "security": "RLS, OLS respected (per docs)",
  "url": "https://learn.microsoft.com/en-us/fabric/iq/connectors/fabric-iq-mcp",
  "description": "Read-only remote MCP for querying Power BI reports and semantic models with DAX.",
  "slug": "fabric-iq-mcp",
  "license": "proprietary (vendor service)",
  "stars": null,
  "last_push": "",
  "latest_release": "n/a",
  "source": "Vendor docs (read Oct 16 2026)",
  "needs_review": false,
  "readme_found": false,
  "kind": "MCP server",
  "verified": "vendor docs (Oct 16 2026)",
  "synopsis": "Remote, read-only Microsoft server that lets agents find Power BI reports and semantic models, inspect metadata and run DAX. Applies the caller's permissions, RLS and OLS.",
  "capabilities": [
   "DiscoverArtifacts",
   "ResolveFabricItem",
   "GetReportMetadata",
   "GetSemanticModelSchema",
   "ValueSearch",
   "ExecuteQuery (DAX)"
  ],
  "synopsis_source": "https://learn.microsoft.com/en-us/fabric/iq/connectors/fabric-iq-mcp",
  "caveat": null
 },
 {
  "name": "Fabric Data Warehouse MCP",
  "platform": "Microsoft Fabric",
  "maintainer": "Microsoft",
  "official": "official (vendor)",
  "hosting": "remote (Microsoft-hosted)",
  "auth": "unknown",
  "read_only": "unknown (runs T-SQL)",
  "security": "unknown",
  "url": "https://learn.microsoft.com/en-us/rest/api/fabric/articles/mcp-servers/fabric-mcp-servers-list",
  "description": "Run T-SQL against a Fabric warehouse or SQL analytics endpoint.",
  "slug": "fabric-data-warehouse-mcp",
  "license": "proprietary (vendor service)",
  "stars": null,
  "last_push": "",
  "latest_release": "n/a",
  "source": "Vendor docs (read Oct 16 2026)",
  "needs_review": false,
  "readme_found": false,
  "kind": "MCP server",
  "verified": "vendor docs (Oct 16 2026)",
  "synopsis": "Microsoft Fabric MCP server for running T-SQL against a Fabric warehouse or SQL analytics endpoint.",
  "capabilities": [
   "Run T-SQL",
   "Warehouse or SQL analytics endpoint"
  ],
  "synopsis_source": "https://learn.microsoft.com/en-us/rest/api/fabric/articles/mcp-servers/fabric-mcp-servers-list",
  "caveat": null
 },
 {
  "name": "Power BI MCP server (remote query)",
  "platform": "Power BI",
  "maintainer": "Microsoft",
  "official": "official (vendor)",
  "hosting": "remote (Microsoft-hosted)",
  "auth": "unknown",
  "read_only": "query (DAX) per docs",
  "security": "unknown",
  "url": "https://learn.microsoft.com/en-us/rest/api/fabric/articles/mcp-servers/fabric-mcp-servers-list",
  "description": "Query existing semantic models with DAX.",
  "slug": "power-bi-mcp-server-remote-query",
  "license": "proprietary (vendor service)",
  "stars": null,
  "last_push": "",
  "latest_release": "n/a",
  "source": "Vendor docs (read Oct 16 2026)",
  "needs_review": false,
  "readme_found": false,
  "kind": "MCP server",
  "verified": "vendor docs (Oct 16 2026)",
  "synopsis": "Remote Power BI MCP server for querying existing semantic models and answering business questions with DAX. Microsoft lists it as the earlier query endpoint kept for existing integrations.",
  "capabilities": [
   "Query semantic models with DAX",
   "Answer business questions",
   "Remote, Microsoft-hosted"
  ],
  "synopsis_source": "https://learn.microsoft.com/en-us/rest/api/fabric/articles/mcp-servers/fabric-mcp-servers-list",
  "caveat": {
   "label": "Legacy",
   "level": "amber",
   "reason": "Microsoft docs: \"An earlier Power BI query endpoint also remains available for existing integrations.\"",
   "source": "https://learn.microsoft.com/en-us/rest/api/fabric/articles/mcp-servers/fabric-mcp-servers-list"
  }
 },
 {
  "name": "Workato Enterprise MCP",
  "platform": "Workato",
  "maintainer": "Workato",
  "official": "official (vendor)",
  "hosting": "remote (Workato-hosted)",
  "auth": "API token (default) or OAuth via Workato Identity",
  "read_only": "depends on exposed recipes/APIs",
  "security": "access via Workato Identity end-user groups; rate limits & IP allowlists optional",
  "url": "https://docs.workato.com/en/mcp/mcp-servers",
  "description": "Turn API recipe collections into authenticated remote MCP servers.",
  "slug": "workato-enterprise-mcp",
  "license": "proprietary (vendor service)",
  "stars": null,
  "last_push": "",
  "latest_release": "n/a",
  "source": "Vendor docs (read Oct 16 2026)",
  "needs_review": false,
  "readme_found": false,
  "kind": "MCP server",
  "verified": "vendor docs (Oct 16 2026)",
  "synopsis": "Turns Workato API recipe collections and AI gateway collections into authenticated remote MCP servers you add to your LLM. Built in AI Hub.",
  "capabilities": [
   "Expose API endpoints as tools",
   "Unique authenticated MCP URLs",
   "Create servers in AI Hub",
   "US, EU and APAC hosting"
  ],
  "synopsis_source": "https://docs.workato.com/en/mcp/mcp-servers",
  "caveat": null
 },
 {
  "name": "Workato Enterprise Context MCP",
  "platform": "Workato",
  "maintainer": "Workato",
  "official": "official (vendor)",
  "hosting": "remote (Workato-hosted)",
  "auth": "Workato Identity",
  "read_only": "governed search (read)",
  "security": "same permissions as Workato; select customers only",
  "url": "https://docs.workato.com/en/mcp/enterprise-context-mcp",
  "description": "Native governed-search MCP over connected sources; requires Enterprise Search or Agent Studio entitlement.",
  "slug": "workato-enterprise-context-mcp",
  "license": "proprietary (vendor service)",
  "stars": null,
  "last_push": "",
  "latest_release": "n/a",
  "source": "Vendor docs (read Oct 16 2026)",
  "needs_review": false,
  "readme_found": false,
  "kind": "MCP server",
  "verified": "vendor docs (Oct 16 2026)",
  "synopsis": "Native Workato server that exposes your connected data sources and knowledge bases to Claude, Cursor or ChatGPT as governed search tools. Results are filtered by each caller's permissions. Select customers only.",
  "capabilities": [
   "Governed search across connected sources",
   "Per-caller permission filtering",
   "Admin-controlled exposure",
   "One server for many AI clients"
  ],
  "synopsis_source": "https://docs.workato.com/en/mcp/enterprise-context-mcp",
  "caveat": {
   "label": "Limited access",
   "level": "amber",
   "reason": "Workato docs: \"Enterprise Context MCP is available to select customers.\"",
   "source": "https://docs.workato.com/en/mcp/enterprise-context-mcp"
  }
 },
 {
  "name": "Workato prebuilt MCP servers",
  "platform": "Workato",
  "maintainer": "Workato",
  "official": "official (vendor)",
  "hosting": "remote (Workato-hosted)",
  "auth": "API token or OAuth via Workato Identity",
  "read_only": "varies (app-specific servers do CRUD)",
  "security": "unknown",
  "url": "https://docs.workato.com/en/mcp/prebuilt-mcps/mcp-servers",
  "description": "Templates for process, data & analytics, and app-specific MCP servers.",
  "slug": "workato-prebuilt-mcp-servers",
  "license": "proprietary (vendor service)",
  "stars": null,
  "last_push": "",
  "latest_release": "n/a",
  "source": "Vendor docs (read Oct 16 2026)",
  "needs_review": false,
  "readme_found": false,
  "kind": "MCP server",
  "verified": "vendor docs (Oct 16 2026)",
  "synopsis": "Ready-to-use Workato templates for MCP servers that you customize in AI Hub.",
  "capabilities": [
   "Process servers (multi-step workflows)",
   "Data and analytics servers",
   "App-specific CRUD servers",
   "Customizable tools"
  ],
  "synopsis_source": "https://docs.workato.com/en/mcp/prebuilt-mcps/mcp-servers",
  "caveat": null
 },
 {
  "name": "Snowflake-managed MCP server",
  "platform": "Snowflake",
  "maintainer": "Snowflake",
  "official": "official (vendor)",
  "hosting": "remote (Snowflake-managed, inside your account)",
  "auth": "Snowflake OAuth by default; External OAuth (Okta, Entra ID) supported",
  "read_only": "Per tool. SYSTEM_EXECUTE_SQL can be set read_only: true; other tools are Cortex Search, Cortex Analyst, Agents and UDFs",
  "security": "Same Snowflake RBAC, masking and policies apply (Snowflake blog)",
  "url": "https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-agents-mcp",
  "description": "Create an MCP SERVER object in Snowflake that exposes Cortex Search, Cortex Analyst, Agents, SQL and custom tools over remote MCP.",
  "slug": "snowflake-managed-mcp-server",
  "license": "proprietary (vendor service)",
  "stars": null,
  "last_push": "",
  "latest_release": "n/a",
  "source": "Vendor docs (read Oct 16 2026)",
  "needs_review": false,
  "readme_found": false,
  "kind": "MCP server",
  "verified": "vendor docs (Oct 16 2026)",
  "synopsis": "Snowflake-hosted MCP server that lets agents retrieve data from your account without separate infrastructure. Serves Cortex Analyst, Cortex Search, Cortex Agents, SQL execution and custom tools.",
  "capabilities": [
   "Cortex Analyst",
   "Cortex Search",
   "Cortex Agents",
   "SQL execution",
   "Custom tools"
  ],
  "synopsis_source": "https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-agents-mcp",
  "caveat": null
 },
 {
  "name": "Microsoft Fabric MCP Server (local)",
  "platform": "Microsoft Fabric",
  "maintainer": "Microsoft",
  "official": "official (vendor)",
  "hosting": "self-run (local-first)",
  "auth": "Configured Azure identity (users, service principals or managed identity, depending on the API)",
  "read_only": "Write-capable: e.g. create workspaces, delete OneLake files. Docs tools are local and read-only",
  "security": "Uses the caller's Fabric workspace roles and API scopes",
  "url": "https://github.com/microsoft/mcp/blob/main/servers/Fabric.Mcp.Server/README.md",
  "description": "Local-first MCP with Fabric API docs, item definitions, best practices and OneLake/core tools.",
  "slug": "microsoft-fabric-mcp-server-local",
  "license": "unknown",
  "stars": null,
  "last_push": "",
  "latest_release": "n/a",
  "source": "Vendor docs (read Oct 16 2026)",
  "needs_review": false,
  "readme_found": false,
  "kind": "MCP server",
  "verified": "vendor docs (Oct 16 2026)",
  "synopsis": "Microsoft's local-first Fabric server with public API specs, item definitions and best practices. Operational tools call Fabric APIs, including OneLake and core operations.",
  "capabilities": [
   "Fabric OpenAPI specs and item schemas",
   "Best-practice guidance",
   "OneLake data operations and shortcuts",
   "Core Fabric item operations",
   "Pipelines and Dataflow Gen2"
  ],
  "synopsis_source": "https://github.com/microsoft/mcp/blob/main/servers/Fabric.Mcp.Server/README.md",
  "caveat": null
 },
 {
  "name": "Databricks managed MCP servers (Genie One, SQL, AI Search, UC functions)",
  "platform": "Databricks",
  "maintainer": "Databricks",
  "official": "official (vendor)",
  "hosting": "remote (Databricks-managed)",
  "auth": "OAuth: on-behalf-of-user or service principal M2M, with per-server scopes",
  "read_only": "Varies. Genie answers questions; the Databricks SQL server runs queries you send",
  "security": "Unity Catalog permissions enforced on every request",
  "url": "https://docs.databricks.com/aws/en/agents/mcp-tools/managed-mcp",
  "description": "Ready-to-use MCP servers for Unity Catalog data, Genie, AI Search, SQL and UC functions. Legacy /api/2.0/mcp/genie endpoint sunsets Oct 31, 2026.",
  "slug": "databricks-managed-mcp-servers-genie-one-sql-ai-search-uc-fu",
  "license": "proprietary (vendor service)",
  "stars": null,
  "last_push": "",
  "latest_release": "n/a",
  "source": "Vendor docs (read Oct 16 2026)",
  "needs_review": false,
  "readme_found": false,
  "kind": "MCP server",
  "verified": "vendor docs (Oct 16 2026)",
  "synopsis": "Databricks-provided MCPs in the system.ai schema, governed through Unity Catalog. No hosting needed.",
  "capabilities": [
   "system.ai.genie_one_mcp (natural-language analytics)",
   "system.ai.dbsql (SQL on a warehouse)",
   "system.ai.web_search",
   "system.ai.sandbox (Python/SQL/shell)"
  ],
  "synopsis_source": "https://docs.databricks.com/aws/en/agents/mcp-tools/managed-mcp",
  "caveat": {
   "label": "Partly beta",
   "level": "amber",
   "reason": "Databricks docs: system.ai.dbsql, system.ai.sandbox and system.ai.web_search require the Unity Gateway beta. Genie One is GA.",
   "source": "https://docs.databricks.com/aws/en/agents/mcp-tools/managed-mcp"
  }
 }
]