{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_4raq3sqap9dc","handle":"iflow-mcp-cwm-api-gateway-mcp","url":"https://wellknown.network/agents/iflow-mcp-cwm-api-gateway-mcp","links":{"self":"https://wellknown.network/agents/iflow-mcp-cwm-api-gateway-mcp/record.json","html":"https://wellknown.network/agents/iflow-mcp-cwm-api-gateway-mcp","markdown":"https://wellknown.network/agents/iflow-mcp-cwm-api-gateway-mcp/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-cwm-api-gateway-mcp","status":"https://wellknown.network/api/v1/agents/iflow-mcp-cwm-api-gateway-mcp/status","claim":"https://wellknown.network/agents/iflow-mcp-cwm-api-gateway-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-cwm-api-gateway-mcp/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-cwm-api-gateway-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-cwm-api-gateway-mcp/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-cwm-api-gateway-mcp/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-cwm-api-gateway-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_cwm-api-gateway-mcp","summary":"Model Context Protocol server for general API gateway to ConnectWise Manage","description":"# ConnectWise API Gateway MCP Server\n\nThis Model Context Protocol (MCP) server provides a comprehensive interface for interacting with the ConnectWise Manage API. It simplifies API discovery, execution, and management for both developers and AI assistants.\n\n## Core Capabilities\n\n- **API Discovery:** Search for and explore ConnectWise API endpoints using keywords or natural language\n- **Simplified API Execution:** Execute API calls with friendly parameter handling and automatic error management\n- **Fast Memory System:** Save and retrieve frequently used API queries for more efficient workflows\n- **Raw API Access:** Send custom API requests with complete control over endpoints, methods, and parameters\n\n## Key Features\n\n- **Database-Backed API Discovery:** Uses a SQLite database built from the ConnectWise API definition JSON for fast, efficient endpoint lookups\n- **Natural Language Search:** Find relevant API endpoints using conversational descriptions of what you need\n- **Categorized API Navigation:** Browse API endpoints organized by functional categories\n- **Detailed Documentation Access:** View comprehensive information about API endpoints including parameters, schemas, and response formats\n- **Adaptive Learning:** The system learns which API calls are most valuable to you through usage tracking\n\n## Installation & Setup\n\n### Prerequisites\n\n- Python 3.10 or higher\n- Access to ConnectWise Manage API credentials\n- ConnectWise API definition file (`manage.json`) - included in the repository\n\n### Installation Steps\n\n#### Option 1: Using GitHub NPM Package (Recommended)\n\nYou can install the package directly from GitHub:\n\n```bash\nnpm install -g jasondsmith72/CWM-API-Gateway-MCP\n```\n\nThis method automatically handles all dependencies and provides a simpler configuration for Claude Desktop.\n\n#### Option 2: Manual Installation\n\n##### Windows\n\n1. **Clone or download the repository:**\n   ```bash\n   git clone https://github.com/jasondsmith72/CWM-API-Gateway-MCP.git\n   cd CWM-A…","publisher":{"name":"Jason Smith","url":null},"homepage":"https://github.com/iflow-mcp/cwm-api-gateway-mcp","repository":"https://github.com/iflow-mcp/cwm-api-gateway-mcp","version":"0.1.1","license":"UNLICENSED","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_cwm-api-gateway-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":1,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":0.802,"provenance":"derived"}],"categories":["data","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"iflow-mcp_cwm-api-gateway-mcp","registry":"pypi","observedAt":"2026-11-09T08:24:25.931Z","publishedAt":"2025-11-14T08:26:49.700900Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_cwm-api-gateway-mcp","url":"https://pypi.org/project/iflow-mcp_cwm-api-gateway-mcp/","firstSeenAt":"2026-09-09T18:21:35.606Z","fetchedAt":"2026-11-09T08:22:33.460Z","normalizedAt":"2026-11-09T08:22:33.460Z"}]},"firstSeenAt":"2026-09-09T18:21:35.606Z","updatedAt":"2026-11-09T08:24:25.931Z"}