{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_gytysaxaux6t","handle":"ai-odoofinder-mcp","url":"https://wellknown.network/agents/ai-odoofinder-mcp","links":{"self":"https://wellknown.network/agents/ai-odoofinder-mcp/record.json","html":"https://wellknown.network/agents/ai-odoofinder-mcp","markdown":"https://wellknown.network/agents/ai-odoofinder-mcp/record.md","api":"https://wellknown.network/api/v1/agents/ai-odoofinder-mcp","status":"https://wellknown.network/api/v1/agents/ai-odoofinder-mcp/status","claim":"https://wellknown.network/agents/ai-odoofinder-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/ai-odoofinder-mcp/claim.json","badge":"https://wellknown.network/agents/ai-odoofinder-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:ai-odoofinder-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"ai-odoofinder-mcp","summary":"MCP Server for AI-OdooFinder - Semantic search for Odoo modules in the OCA ecosystem","description":"# AI-OdooFinder MCP Server\n\n**Language**: [English](README.md) | [Español](README.es.md)\n\nMCP (Model Context Protocol) server for semantic search of Odoo modules in the OCA ecosystem.\n\n## Overview\n\nThis MCP server provides a tool called `search_odoo_modules` that enables LLMs to search through 16,494 indexed Odoo modules from OCA repositories using hybrid search (semantic + BM25).\n\n## Quick Start\n\nFor installation instructions, see the [main project README](../README.md#installation).\n\nBasic configuration:\n\n```json\n{\n  \"mcpServers\": {\n    \"ai-odoofinder\": {\n      \"command\": \"uvx\",\n      \"args\": [\n        \"--from\",\n        \"git+https://github.com/SantipBarber/ai-odoo-finder#subdirectory=mcp-server\",\n        \"ai-odoofinder-mcp\"\n      ],\n      \"env\": {\n        \"AI_ODOOFINDER_API_URL\": \"https://strategy-orchestrator-prod.tailf7d690.ts.net\"\n      }\n    }\n  }\n}\n```\n\n> **Note**: Requires [uv](https://docs.astral.sh/uv/) package manager installed.\n\n---\n\n## Features\n\n- **Hybrid Search**: Combines semantic search (embeddings) with BM25 full-text\n- **Version Filtering**: Only shows compatible modules (Odoo 10.0 to 19.0)\n- **AI Enrichment**: Descriptions, tags, and keywords generated by Grok-4-fast\n- **Intelligent Flow**: Smart clarifications, query expansion, confidence levels\n\n---\n\n## Architecture\n\n```\n┌─────────────────┐\n│   MCP Client    │ (Claude Desktop, Zed, Cursor, etc.)\n│   (STDIO/HTTP)  │\n└────────┬────────┘\n         │\n         │ JSON-RPC / SSE\n         │\n┌────────▼────────┐\n│   MCP Server    │ (This component)\n│  FastMCP + uv   │\n└────────┬────────┘\n         │\n         │ HTTPS\n         │\n┌────────▼────────┐\n│   Backend API   │ (FastAPI + PostgreSQL)\n│   :8989         │\n└─────────────────┘\n```\n\n**Two modes:**\n- **STDIO**: For local clients (Claude Desktop)\n- **HTTP/SSE**: For remote clients (Claude.ai Web, requires port 8080)\n\n---\n\n## Tools\n\n### `search_odoo_modules`\n\nSearch for Odoo modules using natural language queries.\n\n**Parameters:**\n- `query` (string, required…","publisher":null,"homepage":"https://github.com/SantipBarber/ai-odoo-finder/tree/main/mcp-server","repository":"https://github.com/SantipBarber/ai-odoo-finder/tree/main/mcp-server","version":"1.0.0","license":null,"protocols":["mcp"],"tags":["ai","claude","llm","mcp","oca","odoo","search","semantic-search"],"pricing":null,"endpoints":[{"url":"pypi:ai-odoofinder-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":0.814,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"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":"ai-odoofinder-mcp","registry":"pypi","observedAt":"2026-09-09T08:22:42.852Z","publishedAt":"2025-12-22T09:35:06.391864Z","latestVersion":"1.0.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"ai-odoofinder-mcp","url":"https://pypi.org/project/ai-odoofinder-mcp/","firstSeenAt":"2026-09-09T08:21:46.788Z","fetchedAt":"2026-09-09T08:21:46.788Z","normalizedAt":"2026-09-09T08:21:46.788Z"}]},"firstSeenAt":"2026-09-09T08:21:46.788Z","updatedAt":"2026-09-09T08:22:42.852Z"}