{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_rumbntmwzbe7","handle":"vectorstep-service-mcp","url":"https://wellknown.network/agents/vectorstep-service-mcp","links":{"self":"https://wellknown.network/agents/vectorstep-service-mcp/record.json","html":"https://wellknown.network/agents/vectorstep-service-mcp","markdown":"https://wellknown.network/agents/vectorstep-service-mcp/record.md","api":"https://wellknown.network/api/v1/agents/vectorstep-service-mcp","status":"https://wellknown.network/api/v1/agents/vectorstep-service-mcp/status","claim":"https://wellknown.network/agents/vectorstep-service-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/vectorstep-service-mcp/claim.json","badge":"https://wellknown.network/agents/vectorstep-service-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:vectorstep-service-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"vectorstep-service-mcp","summary":"MCP server exposing VectorStep's authoring, inspection, and analytics surface to MCP clients (Claude Code/Desktop).","description":"# VectorStep Service MCP\n\nAn [MCP](https://modelcontextprotocol.io) server that exposes [VectorStep](https://github.com/bantex01/VectorStep) — pipeline authoring, run inspection, and analytics — to MCP clients such as Claude Code and Claude Desktop.\n\n## What it is\n\nA separate, standalone repository and process with no import-level dependency on VectorStep — the two are coupled only over HTTP, so each can be developed, versioned, and deployed independently.\n\nIt lets an MCP client create and edit pipelines and step-library definitions (with the same validation VectorStep itself uses), inspect runs and steps, answer operational and quality questions, and trigger runs or submit human feedback. Agents are not authored here — that's the job of the companion `VectorStep-Gateway-MCP`; this server may only read agents, to help author pipelines that reference them.\n\n## Quick start\n\n```bash\npython3 -m venv .venv\n.venv/bin/pip install -e .\n```\n\nCI runs this repo's test suite on every push and pull request\n(`.github/workflows/tests.yml`).\n\nThen register it with your MCP client, pointing at a running VectorStep instance:\n\n```bash\nclaude mcp add vectorstep-service \\\n  --env VECTORSTEP_BASE_URL=http://127.0.0.1:8000 \\\n  -- /absolute/path/to/VectorStep-Service-MCP/.venv/bin/python -m vectorstep_service_mcp\n```\n\nFull install, client config (Claude Code, Claude Desktop, MCP Inspector), and tool inventory: [MCP servers](https://vectorstep.io/docs/integrations/mcp/).\n\n## Documentation\n\nFull docs at [vectorstep.io](https://vectorstep.io/docs/):\n\n| Section | Covers |\n|---|---|\n| [MCP servers](https://vectorstep.io/docs/integrations/mcp/) | Install, client config, tool inventory, `explain` tool, write-path design notes for both MCP servers |\n| [Pipelines](https://vectorstep.io/docs/pipelines/schema/) | The pipeline/step schema this server authors against |\n\n## The ecosystem\n\n| Repo | Role |\n|---|---|\n| **VectorStep** | The orchestration service: webhook intake, pipeline runner, trust gati…","publisher":null,"homepage":"https://vectorstep.io/docs/integrations/mcp/","repository":null,"version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp","vectorstep","ai","agents","orchestration","pipelines"],"pricing":null,"endpoints":[{"url":"pypi:vectorstep-service-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":1,"provenance":"derived"},{"slug":"productivity.crm","name":"CRM & Sales","confidence":1,"provenance":"derived"},{"slug":"automation.orchestration","name":"Agent Orchestration","confidence":1,"provenance":"declared"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"provenance":"derived"},{"slug":"communication.notifications","name":"Notifications","confidence":0.768,"provenance":"derived"}],"categories":["automation","communication","dev","productivity"],"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":"vectorstep-service-mcp","registry":"pypi","observedAt":"2026-09-10T15:25:05.883Z","publishedAt":"2026-09-05T17:02:50.448506Z","latestVersion":"0.1.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"vectorstep-service-mcp","url":"https://pypi.org/project/vectorstep-service-mcp/","firstSeenAt":"2026-09-10T15:23:13.570Z","fetchedAt":"2026-09-10T15:23:13.570Z","normalizedAt":"2026-09-10T15:23:13.570Z"}]},"firstSeenAt":"2026-09-10T15:23:13.570Z","updatedAt":"2026-09-10T15:25:05.883Z"}