{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_nj7nw7ya3zhv","handle":"test-opensearch-mcp-server-py","url":"https://wellknown.network/agents/test-opensearch-mcp-server-py","links":{"self":"https://wellknown.network/agents/test-opensearch-mcp-server-py/record.json","html":"https://wellknown.network/agents/test-opensearch-mcp-server-py","markdown":"https://wellknown.network/agents/test-opensearch-mcp-server-py/record.md","api":"https://wellknown.network/api/v1/agents/test-opensearch-mcp-server-py","status":"https://wellknown.network/api/v1/agents/test-opensearch-mcp-server-py/status","claim":"https://wellknown.network/agents/test-opensearch-mcp-server-py/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/test-opensearch-mcp-server-py/claim.json","badge":"https://wellknown.network/agents/test-opensearch-mcp-server-py/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/test-opensearch-mcp-server-py/history","tools":"https://wellknown.network/api/v1/agents/test-opensearch-mcp-server-py/tools"},"ard":{"identifier":"urn:air::server:test-opensearch-mcp-server-py","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"test-opensearch-mcp-server-py","summary":"Add your description here","description":"![OpenSearch logo](https://github.com/opensearch-project/opensearch-py/raw/main/OpenSearch.svg)\n\n- [OpenSearch MCP Server](https://github.com/opensearch-project/opensearch-mcp-server-py#opensearch-mcp-server)\n- [Installing opensearch-mcp-server-py](https://github.com/opensearch-project/opensearch-mcp-server-py#installing-opensearch-mcp-server-py)\n- [Available tools](https://github.com/opensearch-project/opensearch-mcp-server-py#available-tools)\n- [User Guide](https://github.com/opensearch-project/opensearch-mcp-server-py#user-guide)\n- [Contributing](https://github.com/opensearch-project/opensearch-mcp-server-py#contributing)\n- [Code of Conduct](https://github.com/opensearch-project/opensearch-mcp-server-py#code-of-conduct)\n- [License](https://github.com/opensearch-project/opensearch-mcp-server-py#license)\n- [Copyright](https://github.com/opensearch-project/opensearch-mcp-server-py#copyright)\n\n## OpenSearch MCP Server\n**opensearch-mcp-server-py** is a Model Context Protocol (MCP) server for OpenSearch that enables AI assistants to interact with OpenSearch clusters. It provides a standardized interface for AI models to perform operations like searching indices, retrieving mappings, and managing shards through both stdio and streaming (SSE/Streamable HTTP) protocols.\n\n**Key features:**\n- Seamless integration with AI assistants and LLMs through the MCP protocol\n- Support for both stdio and streaming server transports (SSE and Streamable HTTP)\n- Built-in tools for common OpenSearch operations\n- Easy integration with Claude Desktop and LangChain\n- Secure authentication using basic auth or IAM roles\n\n## Installing opensearch-mcp-server-py\nOpensearch-mcp-server-py can be installed from [PyPI](https://pypi.org/project/opensearch-mcp-server-py/) via pip:\n```\npip install opensearch-mcp-server-py\n```\n\n## Available Tools\n- [ListIndexTool](https://docs.opensearch.org/docs/latest/api-reference/cat/cat-indices/): Lists all indices in OpenSearch.\n- [IndexMappingTool](https://docs.o…","publisher":null,"homepage":"https://github.com/opensearch-project/opensearch-mcp-server-py/blob/main/USER_GUIDE.md","repository":"https://github.com/opensearch-project/opensearch-mcp-server-py/issues","version":"0.3.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:test-opensearch-mcp-server-py","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"}},"derived":{"capabilities":[{"slug":"security.identity","name":"Identity & Access","confidence":1,"provenance":"derived"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"provenance":"derived"}],"categories":["dev","security"],"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":"test-opensearch-mcp-server-py","registry":"pypi","observedAt":"2026-10-29T00:26:56.214Z","publishedAt":"2025-06-26T07:41:19.268392Z","latestVersion":"0.3.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"test-opensearch-mcp-server-py","url":"https://pypi.org/project/test-opensearch-mcp-server-py/","firstSeenAt":"2026-09-10T14:22:07.228Z","fetchedAt":"2026-10-29T00:25:03.267Z","normalizedAt":"2026-10-29T00:25:03.267Z"}]},"firstSeenAt":"2026-09-10T14:22:07.228Z","updatedAt":"2026-10-29T00:26:56.214Z"}