{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ygy486rzkxt2","handle":"iflow-mcp-tribal","url":"https://wellknown.network/agents/iflow-mcp-tribal","links":{"self":"https://wellknown.network/agents/iflow-mcp-tribal/record.json","html":"https://wellknown.network/agents/iflow-mcp-tribal","markdown":"https://wellknown.network/agents/iflow-mcp-tribal/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-tribal","status":"https://wellknown.network/api/v1/agents/iflow-mcp-tribal/status","claim":"https://wellknown.network/agents/iflow-mcp-tribal/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-tribal/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-tribal/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-tribal/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-tribal/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-tribal","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_tribal","summary":"Tribal - Knowledge tracking tools for Claude and other LLMs","description":"# Tribal - Knowledge Service\n\nTribal is an MCP (Model Context Protocol) server implementation for error knowledge tracking and retrieval. It provides both REST API and native MCP interfaces for integration with tools like Claude Code and Cline.\n\n## Features\n\n- Store and retrieve error records with full context\n- Vector similarity search using ChromaDB\n- REST API (FastAPI) and native MCP interfaces\n- JWT authentication with API keys\n- Local storage (ChromaDB) and AWS integration\n- Docker-compose deployment\n- CLI client integration\n\n## Overview\n\nTribal helps Claude remember and learn from programming errors. When you start a Claude Code session, Tribal is automatically available through MCP without additional imports.\n\nClaude will:\n1. Store programming errors and solutions\n2. Search for similar errors when you encounter problems\n3. Build a knowledge base specific to your coding patterns\n\n## Packaging and Installing Tribal with uv\n\n### Prerequisites\n\n- Python 3.12+\n- uv package manager (recommended)\n\n### Build and Install Steps\n\n#### Option 1: Direct installation with uv\n\nThe simplest approach is to install directly from the current directory:\n\n```bash\n# From the project root directory\ncd /path/to/tribal\n\n# Install using uv\nuv pip install .\n```\n\n#### Option 2: Development Installation\n\nFor development work where you want changes to be immediately reflected:\n\n```bash\n# From the project root directory\ncd /path/to/tribal\n\n# Install in development mode\nuv pip install -e .\n```\n\n#### Option 3: Build the package first\n\nIf you want to build a distributable package:\n\n```bash\n# Make sure you're in the project root directory\ncd /path/to/tribal\n\n# Install the build package if needed\nuv pip install build\n\n# Build the package\npython -m build\n\n# This creates distribution files in the dist/ directory\n# Now install the wheel file\nuv pip install dist/tribal-0.1.0-py3-none-any.whl\n```\n\n#### Option 4: Using the `uv tool install` command\n\nYou can also use the tool installation approach:\n\n…","publisher":null,"homepage":null,"repository":null,"version":"0.1.1","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_tribal","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"dev.filesystem","name":"Filesystem","confidence":0.802,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.779,"provenance":"derived"},{"slug":"infra.cloud","name":"Cloud Platforms","confidence":0.745,"provenance":"derived"}],"categories":["dev","infra"],"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_tribal","registry":"pypi","observedAt":"2026-09-15T20:21:31.557Z","publishedAt":"2025-11-04T03:38:34.516778Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_tribal","url":"https://pypi.org/project/iflow-mcp_tribal/","firstSeenAt":"2026-09-09T21:24:34.168Z","fetchedAt":"2026-09-15T20:20:17.401Z","normalizedAt":"2026-09-15T20:20:17.401Z"}]},"firstSeenAt":"2026-09-09T21:24:34.168Z","updatedAt":"2026-09-15T20:21:31.557Z"}