{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_9pdx6ykxnxcc","handle":"mcp-mesh","url":"https://wellknown.network/agents/mcp-mesh","links":{"self":"https://wellknown.network/agents/mcp-mesh/record.json","html":"https://wellknown.network/agents/mcp-mesh","markdown":"https://wellknown.network/agents/mcp-mesh/record.md","api":"https://wellknown.network/api/v1/agents/mcp-mesh","status":"https://wellknown.network/api/v1/agents/mcp-mesh/status","claim":"https://wellknown.network/agents/mcp-mesh/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-mesh/claim.json","badge":"https://wellknown.network/agents/mcp-mesh/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-mesh/history","tools":"https://wellknown.network/api/v1/agents/mcp-mesh/tools"},"ard":{"identifier":"urn:air::server:mcp-mesh","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-mesh","summary":"Python SDK for MCP Mesh — build distributed AI agents with auto-discovery, dependency injection, and LLM integration","description":"# MCP Mesh Python Runtime\n\nPython runtime for the MCP Mesh service mesh framework.\n\n## Installation\n\n```bash\npip install mcp-mesh\n```\n\n## Quick Start\n\n```python\nimport mesh\n\n# Import types from public API\nfrom mesh.types import McpMeshTool\n\n# Define your agent\n@mesh.agent(name=\"hello-world\", http_port=9090)\nclass HelloWorldAgent:\n    \"\"\"Hello World agent demonstrating MCP Mesh features.\"\"\"\n    pass\n\n# Create a greeting function with dependency injection\n@mesh.tool(\n    capability=\"greeting\",\n    dependencies=[\"date_service\"],\n    description=\"Greeting function with date dependency injection\"\n)\ndef greet(name: str = \"World\", date_tool: McpMeshTool = None) -> str:\n    \"\"\"Greeting function with automatic dependency injection.\"\"\"\n    if date_tool is not None:\n        try:\n            current_date = date_tool()\n            return f\"Hello, {name}! Today is {current_date}\"\n        except Exception:\n            pass\n\n    return f\"Hello, {name}!\"\n\n# The runtime auto-initializes when you import mcp_mesh\n# Your functions are automatically registered with the mesh registry\n```\n\n## Features\n\n- **Automatic Registration**: Functions are automatically registered with the Go registry\n- **Health Monitoring**: Built-in health checks and heartbeats\n- **Dependency Injection**: Inject dependencies into your functions\n- **Service Discovery**: Find and use other services in the mesh\n- **Graceful Degradation**: Works even if registry is unavailable\n\n## Configuration\n\nThe runtime can be configured via environment variables:\n\n- `MCP_MESH_ENABLED`: Enable/disable runtime (default: \"true\")\n- `MCP_MESH_REGISTRY_URL`: Registry URL (default: \"http://localhost:8080\")\n- `MCP_MESH_AGENT_NAME`: Custom agent name (auto-generated if not set)\n\n## API Architecture\n\nMCP Mesh uses a clear separation between public and private APIs:\n\n- **`mesh`** - Public user API for decorators and types\n- **`_mcp_mesh`** - Private internal implementation (do not import directly)\n\nThe underscore prefix on `_mcp_mesh` follo…","publisher":null,"homepage":"https://mcp-mesh.ai/","repository":"https://github.com/dhyansraj/mcp-mesh/discussions","version":"3.8.0","license":"MIT","protocols":["mcp"],"tags":["agents","ai","distributed","kubernetes","mcp","microservices","orchestration"],"pricing":null,"endpoints":[{"url":"pypi:mcp-mesh","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":"infra.cloud","name":"Cloud Platforms","confidence":1,"provenance":"declared"},{"slug":"automation.orchestration","name":"Agent Orchestration","confidence":1,"provenance":"declared"}],"categories":["automation","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":"mcp-mesh","registry":"pypi","observedAt":"2026-10-28T12:22:47.721Z","publishedAt":"2026-10-05T17:41:05.987276Z","latestVersion":"3.8.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-mesh","url":"https://pypi.org/project/mcp-mesh/","firstSeenAt":"2026-09-10T02:23:44.036Z","fetchedAt":"2026-10-28T12:20:53.918Z","normalizedAt":"2026-10-28T12:20:53.918Z"}]},"firstSeenAt":"2026-09-10T02:23:44.036Z","updatedAt":"2026-10-28T12:22:47.721Z"}