{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_cj77da8vecyv","handle":"iflow-mcp-pixeltable-pixeltable-mcp-server","url":"https://wellknown.network/agents/iflow-mcp-pixeltable-pixeltable-mcp-server","links":{"self":"https://wellknown.network/agents/iflow-mcp-pixeltable-pixeltable-mcp-server/record.json","html":"https://wellknown.network/agents/iflow-mcp-pixeltable-pixeltable-mcp-server","markdown":"https://wellknown.network/agents/iflow-mcp-pixeltable-pixeltable-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-pixeltable-pixeltable-mcp-server","status":"https://wellknown.network/api/v1/agents/iflow-mcp-pixeltable-pixeltable-mcp-server/status","claim":"https://wellknown.network/agents/iflow-mcp-pixeltable-pixeltable-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-pixeltable-pixeltable-mcp-server/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-pixeltable-pixeltable-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-pixeltable-pixeltable-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-pixeltable-pixeltable-mcp-server/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-pixeltable-pixeltable-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_pixeltable-pixeltable-mcp-server","summary":"Multimodal Model Context Protocol Server for Pixeltable","description":"# Multimodal Model Context Protocol Server\n\n<p align=\"center\">\n  <img src=\"https://img.shields.io/badge/Python-3.9+-blue.svg\" alt=\"Python Version\">\n  <img src=\"https://img.shields.io/badge/License-Apache_2.0-green.svg\" alt=\"License\">\n  <img src=\"https://img.shields.io/badge/Status-Beta-yellow.svg\" alt=\"Status\">\n</p>\n\nThis repository contains a collection of server implementations for Pixeltable, designed to handle multimodal data indexing and querying (audio, video, images, and documents). These services are orchestrated using Docker for local development.\n\n## 🚀 Available Servers\n\n### Audio Index Server\nLocated in `servers/audio-index/`, this server provides:\n- Audio file indexing with transcription capabilities\n- Semantic search over audio content\n- Multi-index support for audio collections\n- Accessible at `/audio` endpoint\n\n### Video Index Server\nLocated in `servers/video-index/`, this server provides:\n- Video file indexing with frame extraction\n- Content-based video search\n- Accessible at `/video` endpoint\n\n### Image Index Server\nLocated in `servers/image-index/`, this server provides:\n- Image indexing with object detection\n- Similarity search for images\n- Accessible at `/image` endpoint\n\n### Document Index Server\nLocated in `servers/doc-index/`, this server provides:\n- Document indexing with text extraction\n- Retrieval-Augmented Generation (RAG) support\n- Accessible at `/doc` endpoint\n\n### Base SDK Server\nLocated in `servers/base-sdk/`, this server provides:\n- Core functionality for Pixeltable integration\n- Foundation for building specialized servers\n\n## 📦 Installation\n\n### Local Development\n```bash\npip install pixeltable\ngit clone https://github.com/pixeltable/mcp-server-pixeltable.git\n\ncd mcp-server-pixeltable/servers\n\ndocker-compose up --build                 # Run locally with docker-compose\ndocker-compose down                       # Take down resources\n```\n\n## 🔧 Configuration\n- Each service runs on its designated port (8080 for audio, 8081 for video, 8…","publisher":null,"homepage":"https://github.com/pixeltable/mcp-server-pixeltable","repository":"https://github.com/pixeltable/mcp-server-pixeltable","version":"0.1.0","license":"Apache-2.0","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_pixeltable-pixeltable-mcp-server","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"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"data.vector-search","name":"Vector Search","confidence":0.814,"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_pixeltable-pixeltable-mcp-server","registry":"pypi","observedAt":"2026-09-15T19:23:31.887Z","publishedAt":"2026-02-11T14:00:41.854894Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_pixeltable-pixeltable-mcp-server","url":"https://pypi.org/project/iflow-mcp_pixeltable-pixeltable-mcp-server/","firstSeenAt":"2026-09-09T20:25:06.412Z","fetchedAt":"2026-09-15T19:22:41.880Z","normalizedAt":"2026-09-15T19:22:41.880Z"}]},"firstSeenAt":"2026-09-09T20:25:06.412Z","updatedAt":"2026-09-15T19:23:31.887Z"}