{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_hhkubcua7vkg","handle":"opensearch-mcp-server-py","url":"https://wellknown.network/agents/opensearch-mcp-server-py","links":{"self":"https://wellknown.network/agents/opensearch-mcp-server-py/record.json","html":"https://wellknown.network/agents/opensearch-mcp-server-py","markdown":"https://wellknown.network/agents/opensearch-mcp-server-py/record.md","api":"https://wellknown.network/api/v1/agents/opensearch-mcp-server-py","status":"https://wellknown.network/api/v1/agents/opensearch-mcp-server-py/status","claim":"https://wellknown.network/agents/opensearch-mcp-server-py/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/opensearch-mcp-server-py/claim.json","badge":"https://wellknown.network/agents/opensearch-mcp-server-py/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/opensearch-mcp-server-py/history","tools":"https://wellknown.network/api/v1/agents/opensearch-mcp-server-py/tools"},"ard":{"identifier":"urn:air::server:opensearch-mcp-server-py","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"opensearch-mcp-server-py","summary":"OpenSearch MCP Server","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- [Agent Memory](https://github.com/opensearch-project/opensearch-mcp-server-py#agent-memory)\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\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\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- Dynamic per-call connection parameters for targeting different clusters without server reconfiguration\n- Easy integration with Claude Desktop and LangChain\n- Secure authentication using basic auth, IAM roles, header-based auth, and OpenSearch mTLS\n\nFor detailed setup, including Kubernetes deployment and mTLS configuration, see the [User Guide](USER_GUIDE.md).\n\n## Installing opensearch-…","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":"0.12.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi: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"}],"categories":["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":"opensearch-mcp-server-py","registry":"pypi","observedAt":"2026-10-28T18:28:29.038Z","publishedAt":"2026-09-17T21:56:59.965585Z","latestVersion":"0.12.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"opensearch-mcp-server-py","url":"https://pypi.org/project/opensearch-mcp-server-py/","firstSeenAt":"2026-09-10T08:26:56.694Z","fetchedAt":"2026-10-28T18:27:38.327Z","normalizedAt":"2026-10-28T18:27:38.327Z"}]},"firstSeenAt":"2026-09-10T08:26:56.694Z","updatedAt":"2026-10-28T18:28:29.038Z"}