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Lasim
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feat(all): MCP Tool Metadata Collection & Display
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‎README.md‎

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@@ -236,11 +236,13 @@ VS Code → HTTPS Request → DeployStack Satellite → MCP Server Process → E
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- **[Done]** **Tool Discovery API** - returns tool paths, descriptions, transport types, and relevance scores
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- **[Done]** **Smart Tool Execution** - automatic routing to stdio or HTTP/SSE backends with credential injection
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- **[Done]** **Performance Benchmarks** - achieved 99.5% token reduction (exceeded 90%+ target): 2 meta-tools (350 tokens) vs 150 tools (75,000 tokens)
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- **[Done]** **MCP Tool Metadata Collection** - automatic tool discovery with token counting, event-driven metadata sync from satellites to backend, per-installation tool storage with descriptions and input schemas
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- **[Done]** **Tool Display & Analytics API** - team-aware endpoints for fetching tool lists per installation and aggregated token savings across all team installations
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- **[To Do]** **Token Analytics Dashboard** - real-time monitoring UI of context window usage with before/after comparisons
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- **[To Do]** **Optimization Recommendations** - suggest which servers to disable based on usage patterns
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- **[To Do]** **Documentation & Case Study** - technical deep-dive blog post with real-world metrics
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**Result**: Teams can now scale from 3 to 100+ MCP servers without performance degradation. Context window consumption reduced from 37.5% to 0.175%.
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**Result**: Teams can now scale from 3 to 100+ MCP servers without performance degradation. Context window consumption reduced from 37.5% to 0.175%. Full visibility into tool availability and token usage per installation.
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### **Phase 5: Advanced Governance** (Next 90 Days)
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‎package-lock.json‎

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‎services/backend/api-spec.json‎

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}
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}
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},
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"/api/teams/{teamId}/mcp/installations/{installationId}/tools": {
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"get": {
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"summary": "Get installation tool metadata",
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"tags": [
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"MCP Tools"
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],
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"description": "Retrieves all discovered tools for a specific MCP installation with token consumption data. Requires mcp.tools.view permission. Returns empty array if no tools have been discovered yet.",
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"parameters": [
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{
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"schema": {
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"type": "string",
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"minLength": 1
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},
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"in": "path",
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"name": "teamId",
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"required": true,
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"description": "Team ID that owns the installation"
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},
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{
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"schema": {
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"type": "string",
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"minLength": 1
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},
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"in": "path",
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"name": "installationId",
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"required": true,
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"description": "Installation ID"
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}
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],
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"security": [
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{
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"cookieAuth": []
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}
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],
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"responses": {
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"200": {
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"description": "Tool metadata retrieved successfully",
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"content": {
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"application/json": {
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"schema": {
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"type": "object",
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"properties": {
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"success": {
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"type": "boolean",
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"description": "Indicates if the operation was successful"
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},
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"data": {
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"type": "object",
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"properties": {
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"installation_id": {
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"type": "string",
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"description": "Installation unique identifier"
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},
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"installation_name": {
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"type": "string",
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"description": "Installation name"
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},
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"team_id": {
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"type": "string",
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"description": "Team identifier"
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},
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"server_slug": {
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"type": "string",
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"description": "MCP server slug"
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},
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"tool_count": {
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"type": "number",
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"description": "Number of tools discovered"
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},
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"total_tokens": {
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"type": "number",
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"description": "Total token count across all tools"
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},
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"tools": {
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"type": "array",
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"items": {
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"type": "object",
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"properties": {
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"id": {
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"type": "string",
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"description": "Tool metadata unique identifier"
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},
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"tool_name": {
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"type": "string",
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"description": "Name of the tool"
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},
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"description": {
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"type": "string",
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"description": "Tool description"
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},
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"input_schema": {
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"type": "object",
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"description": "JSON Schema for tool input"
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},
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"token_count": {
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"type": "number",
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"description": "Token count for this tool"
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},
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"discovered_at": {
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"type": "string",
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"description": "ISO 8601 timestamp when tool was discovered"
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},
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"updated_at": {
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"type": "string",
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"description": "ISO 8601 timestamp when tool was last updated"
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}
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},
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"required": [
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"id",
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"tool_name",
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"description",
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"input_schema",
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"token_count",
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"discovered_at",
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"updated_at"
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]
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},
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"description": "Array of discovered tools"
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}
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},
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"required": [
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"installation_id",
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"installation_name",
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"team_id",
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"server_slug",
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"tool_count",
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"total_tokens",
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"tools"
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]
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}
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},
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"required": [
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"success",
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"data"
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],
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"description": "Tool metadata retrieved successfully"
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}
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}
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}
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},
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"401": {
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"description": "Unauthorized - Authentication required",
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"content": {
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"application/json": {
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"schema": {
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"type": "object",
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"properties": {
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"success": {
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"type": "boolean",
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"default": false,
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"description": "Indicates failure"
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},
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"error": {
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"type": "string",
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"description": "Error message detailing what went wrong"
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}
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},
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"required": [
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"success",
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"error"
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],
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"description": "Unauthorized - Authentication required"
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}
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}
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}
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},
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"403": {
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"description": "Forbidden - Insufficient permissions or not a team member",
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"content": {
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"application/json": {
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"schema": {
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"type": "object",
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"properties": {
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"success": {
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"type": "boolean",
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"default": false,
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"description": "Indicates failure"
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},
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"error": {
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"type": "string",
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"description": "Error message detailing what went wrong"
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}
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},
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"required": [
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"success",
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"error"
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],
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"description": "Forbidden - Insufficient permissions or not a team member"
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}
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}
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}
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},
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"404": {
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"description": "Not Found - Installation does not exist or does not belong to specified team",
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"content": {
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"application/json": {
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"schema": {
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"type": "object",
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"properties": {
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"success": {
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"type": "boolean",
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"default": false,
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"description": "Indicates failure"
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},
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"error": {
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"type": "string",
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"description": "Error message detailing what went wrong"
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}
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},
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"required": [
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"success",
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"error"
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],
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"description": "Not Found - Installation does not exist or does not belong to specified team"
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}
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}
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}
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},
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"500": {
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"description": "Internal Server Error",
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"content": {
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"application/json": {
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"schema": {
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"type": "object",
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"properties": {
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"success": {
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"type": "boolean",
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"default": false,
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"description": "Indicates failure"
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},
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"error": {
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"type": "string",
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"description": "Error message detailing what went wrong"
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}
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},
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"required": [
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"success",
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"error"
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],
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"description": "Internal Server Error"
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}
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}
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}
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}
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}
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}
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},
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"/api/teams/{teamId}/cloud-providers": {
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"get": {
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"summary": "List available cloud providers",

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