{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_r6wt6pknw8dv","handle":"w3-mcp-server-falkordb","url":"https://wellknown.network/agents/w3-mcp-server-falkordb","links":{"self":"https://wellknown.network/agents/w3-mcp-server-falkordb/record.json","html":"https://wellknown.network/agents/w3-mcp-server-falkordb","markdown":"https://wellknown.network/agents/w3-mcp-server-falkordb/record.md","api":"https://wellknown.network/api/v1/agents/w3-mcp-server-falkordb","status":"https://wellknown.network/api/v1/agents/w3-mcp-server-falkordb/status","claim":"https://wellknown.network/agents/w3-mcp-server-falkordb/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/w3-mcp-server-falkordb/claim.json","badge":"https://wellknown.network/agents/w3-mcp-server-falkordb/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:w3-mcp-server-falkordb","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"w3-mcp-server-falkordb","summary":"MCP server for graph database operations with FalkorDB","description":"# W3 MCP FalkorDB Server\n\nMCP server for graph database operations using [FalkorDB](https://www.falkordb.com/) - a high-performance graph database via Redis protocol.\n\n**Status:** ✅ Production Ready\n\n## Features\n\n- **falkordb_query** - Execute parameterized Cypher queries with JSON/Markdown/RAW output formats\n- **falkordb_get_nodes** - Retrieve and filter nodes by label with configurable limits\n- **falkordb_list_graphs** - List all available graphs and their accessibility status\n\nAll tools support multiple output formats (JSON, Markdown, RAW) for flexible integration with different clients.\n\n## Quick Start\n\n### 1. Prerequisites Setup\n\n#### FalkorDB Server\n\n```bash\n# Using Docker (Recommended)\ndocker run -p 6379:6379 falkordb/falkordb:latest\n\n# Or using docker-compose\ndocker-compose up -d\n```\n\nOr install locally: [FalkorDB Quick Start](https://docs.falkordb.com/quickstart)\n\n### 2. Clean Setup (Important!)\n\n```bash\ncd /path/to/w3-mcp-server-falkordb\n\n# Remove old lockfile and venv\nrm -rf uv.lock .venv venv\n\n# Unset old environment variable\nunset VIRTUAL_ENV\n```\n\n### 3. Install Dependencies\n\n```bash\n# Install Python dependencies (using uv)\nuv sync\n\n# (Optional) Install MCP CLI for dev inspector\nuv pip install 'mcp[cli]'\n```\n\n### 4. Configure Environment\n\nCreate a `.env` file or export environment variables:\n\n```bash\n# FalkorDB (supports redis://, http://, and https:// schemes)\nexport FALKORDB_URL=redis://localhost:6379\nexport FALKORDB_PASSWORD=  # Optional if using authentication\n\n# Or create .env file\ncat > .env << EOF\nFALKORDB_URL=redis://localhost:6379\nFALKORDB_PASSWORD=\nEOF\n```\n\n### 5. Verify Installation\n\n```bash\n# Check FalkorDB health\ncurl http://localhost:6379/health 2>/dev/null || echo \"FalkorDB running on port 6379\"\n\n# Check Python env\nuv run python -c \"from mcp.server.fastmcp import FastMCP; print('✓ MCP ready')\"\n```\n\n### 6. Test with MCP Dev Inspector (Optional)\n\nFor interactive testing with a web UI:\n\n```bash\n# Start MCP dev inspector (requires MCP CLI)\nu…","publisher":null,"homepage":"https://github.com/famtong8-dev/w3-mcp-server-falkordb/blob/main/README.md","repository":"https://github.com/famtong8-dev/w3-mcp-server-falkordb/blob/main/README.md","version":"0.1.1","license":"MIT","protocols":["mcp"],"tags":["mcp","falkordb","graph-database","cypher","query"],"pricing":null,"endpoints":[{"url":"pypi:w3-mcp-server-falkordb","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":"data.database","name":"Databases","confidence":1,"provenance":"declared"},{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":0.997,"provenance":"derived"}],"categories":["data","knowledge"],"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":"w3-mcp-server-falkordb","registry":"pypi","observedAt":"2026-09-10T15:25:19.843Z","publishedAt":"2026-03-29T16:40:25.979592Z","latestVersion":"0.1.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"w3-mcp-server-falkordb","url":"https://pypi.org/project/w3-mcp-server-falkordb/","firstSeenAt":"2026-09-10T15:24:01.993Z","fetchedAt":"2026-09-10T15:24:01.993Z","normalizedAt":"2026-09-10T15:24:01.993Z"}]},"firstSeenAt":"2026-09-10T15:24:01.993Z","updatedAt":"2026-09-10T15:25:19.843Z"}