{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_tvk4b8dfqnaa","handle":"mcp-anything-2","url":"https://wellknown.network/agents/mcp-anything-2","links":{"self":"https://wellknown.network/agents/mcp-anything-2/record.json","html":"https://wellknown.network/agents/mcp-anything-2","markdown":"https://wellknown.network/agents/mcp-anything-2/record.md","api":"https://wellknown.network/api/v1/agents/mcp-anything-2","status":"https://wellknown.network/api/v1/agents/mcp-anything-2/status","claim":"https://wellknown.network/agents/mcp-anything-2/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-anything-2/claim.json","badge":"https://wellknown.network/agents/mcp-anything-2/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-anything-2/history","tools":"https://wellknown.network/api/v1/agents/mcp-anything-2/tools"},"ard":{"identifier":"urn:air::server:mcp-anything-2","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-anything","summary":"One command to turn any software into an MCP server","description":"# MCP-Anything\n\n**Describe what you want. Get a production-ready MCP server.**\n\n[![Discord](https://img.shields.io/badge/Discord-Join%20us-7289da?logo=discord&logoColor=white)](https://discord.gg/5zCwnfJBxG)\n[![License: Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)\n[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)\n[![PyPI](https://img.shields.io/pypi/v/mcp-anything.svg)](https://pypi.org/project/mcp-anything/)\n\n![mcp-anything](banner.png)\n\nMCP-Anything turns any data source into a fully implemented MCP server — from a plain-language brief describing what agents should be able to do. It also works directly from codebases, OpenAPI specs, gRPC protos, and GraphQL schemas. Two modes, one tool.\n\n---\n\n## Quick start\n\n**1. Install**\n\n```bash\npip install mcp-anything\nexport ANTHROPIC_API_KEY=sk-...\n```\n\n**2. Write a brief** — describe your domain and point at your data source\n\n```yaml\n# my-api.yaml\nserver_name: payments-mcp\ndomain_description: >\n  A payment API for managing customers, invoices, and subscriptions.\nuse_cases:\n  - \"Create a customer with email and name\"\n  - \"Issue an invoice and send it to the customer\"\n  - \"Create and cancel subscriptions\"\n  - \"Issue refunds\"\ndata_source_path: ./openapi.json   # local file or URL\ndata_source_kind: openapi          # openapi | graphql | grpc\nauth_method: bearer_token\nbackend_target: fastmcp\n```\n\n**3. Build**\n\n```bash\nmcp-anything build --brief my-api.yaml -o ./my-mcp-server\n```\n\n**4. Run**\n\n```bash\ncd my-mcp-server\npip install -e .\npython -m mcp_payments_mcp.server\n```\n\nThat's it. You now have a running MCP server. Add it to your agent:\n\n```json\n{\n  \"mcpServers\": {\n    \"payments\": { \"command\": \"python\", \"args\": [\"-m\", \"mcp_payments_mcp.server\"] }\n  }\n}\n```\n\n---\n\n## Two modes\n\n### `build` — brief-driven (recommended)\n\nThe LLM reads your brief, groups related operations into ergonomic tools, writes agent…","publisher":null,"homepage":"https://github.com/Type-MCP/mcp-anything","repository":"https://github.com/Type-MCP/mcp-anything","version":"0.2.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:mcp-anything","type":"package_pypi","auth":null,"probeable":false,"listed":true}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"documents.invoice-processing","name":"Invoice Processing","confidence":0.814,"provenance":"derived"},{"slug":"commerce.payments","name":"Payments","confidence":0.814,"provenance":"derived"},{"slug":"data.apis","name":"API Access","confidence":0.802,"provenance":"derived"}],"categories":["commerce","data","documents"],"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-anything","registry":"pypi","observedAt":"2026-11-09T14:27:37.585Z","publishedAt":"2026-04-29T10:05:18.887961Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-anything","url":"https://pypi.org/project/mcp-anything/","firstSeenAt":"2026-09-10T00:23:31.161Z","fetchedAt":"2026-11-09T14:25:43.569Z","normalizedAt":"2026-11-09T14:25:43.569Z"}]},"firstSeenAt":"2026-09-10T00:23:31.161Z","updatedAt":"2026-11-09T14:27:37.585Z"}