{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_xrug7fbgv3z3","handle":"caitlyn-openapi-mcp","url":"https://wellknown.network/agents/caitlyn-openapi-mcp","links":{"self":"https://wellknown.network/agents/caitlyn-openapi-mcp/record.json","html":"https://wellknown.network/agents/caitlyn-openapi-mcp","markdown":"https://wellknown.network/agents/caitlyn-openapi-mcp/record.md","api":"https://wellknown.network/api/v1/agents/caitlyn-openapi-mcp","status":"https://wellknown.network/api/v1/agents/caitlyn-openapi-mcp/status","claim":"https://wellknown.network/agents/caitlyn-openapi-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/caitlyn-openapi-mcp/claim.json","badge":"https://wellknown.network/agents/caitlyn-openapi-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:caitlyn-openapi-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"caitlyn-openapi-mcp","summary":"MCP server that exposes OpenAPI specifications as queryable documentation resources for LLMs, with Scalar deep links and semantic search","description":"# Caitlyn OpenAPI MCP Server\n\nMCP server that exposes OpenAPI specifications as queryable documentation resources for LLMs, with Scalar deep links.\n\n## Features\n\n- **URL-based OpenAPI spec loading**: Load specs from any URL, not just local files\n- **$ref resolution**: Automatically resolves all `$ref` references (including remote refs) using Prance\n- **Semantic search**: Vector-based endpoint search using sentence-transformers for better query understanding\n- **Scalar deep links**: Every endpoint, schema, and security scheme includes a `docs_url` pointing to Scalar documentation\n- **MCP resources**: Expose spec structure for introspection\n- **MCP tools**: Search and query endpoints, schemas, and security schemes\n- **Streamable HTTP**: Built for Bedrock AgentCore integration\n\n## Installation\n\n### Using uvx (recommended)\n\nFor isolated execution without global installation:\n\n```bash\nuvx caitlyn-openapi-mcp\n```\n\n### Using pip\n\nInstall from PyPI:\n\n```bash\npip install caitlyn-openapi-mcp\n```\n\n### From source\n\nFor local development or testing:\n\n```bash\ngit clone https://github.com/caitlyn-ai/caitlyn-openapi-mcp.git\ncd caitlyn-openapi-mcp\npip install -e \".[dev]\"\n```\n\n## Configuration\n\nThe server is configured via environment variables:\n\n### Required\n\n- `OPENAPI_SPEC_URL`: Full URL to the OpenAPI JSON/YAML specification\n  - Example: `https://api.example.com/openapi.json`\n  - Example: `https://raw.githubusercontent.com/org/repo/main/openapi.yaml`\n\n### Optional\n\n- `DOCS_RENDERER`: Documentation renderer type (default: `\"scalar\"`)\n\n  - Currently only `\"scalar\"` is supported\n\n- `DOCS_BASE_URL`: Base URL of the Scalar documentation UI\n\n  - Example: `https://api.example.com/docs`\n  - Example: `https://api.example.com/scalar`\n  - If not provided, `docs_url` fields will be `null`\n\n- `MCP_TRANSPORT`: Transport mode (default: `\"stdio\"`)\n  - `\"stdio\"`: For local development and Claude Desktop (default)\n  - `\"streamable-http\"`: For AWS Bedrock AgentCore deployment\n\n### OpenTelemetry (O…","publisher":{"name":"Caitlyn Team","url":null},"homepage":"https://github.com/caitlyn-ai/caitlyn-openapi-mcp#readme","repository":"https://github.com/caitlyn-ai/caitlyn-openapi-mcp/releases","version":"0.3.0","license":null,"protocols":["mcp"],"tags":["mcp","openapi","docs","bedrock","agentcore","scalar","vector-search","semantic-search","embeddings"],"pricing":null,"endpoints":[{"url":"pypi:caitlyn-openapi-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"declared"},{"slug":"data.apis","name":"API Access","confidence":1,"provenance":"declared"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":1,"provenance":"declared"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.779,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["data","dev"],"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":"caitlyn-openapi-mcp","registry":"pypi","observedAt":"2026-09-09T11:31:48.247Z","publishedAt":"2025-11-22T08:55:59.108823Z","latestVersion":"0.3.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"caitlyn-openapi-mcp","url":"https://pypi.org/project/caitlyn-openapi-mcp/","firstSeenAt":"2026-09-09T11:29:22.083Z","fetchedAt":"2026-09-09T11:29:22.083Z","normalizedAt":"2026-09-09T11:29:22.083Z"}]},"firstSeenAt":"2026-09-09T11:29:22.083Z","updatedAt":"2026-09-09T11:31:48.247Z"}