{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_4436qjc4dc85","handle":"powermem-mcp","url":"https://wellknown.network/agents/powermem-mcp","links":{"self":"https://wellknown.network/agents/powermem-mcp/record.json","html":"https://wellknown.network/agents/powermem-mcp","markdown":"https://wellknown.network/agents/powermem-mcp/record.md","api":"https://wellknown.network/api/v1/agents/powermem-mcp","status":"https://wellknown.network/api/v1/agents/powermem-mcp/status","claim":"https://wellknown.network/agents/powermem-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/powermem-mcp/claim.json","badge":"https://wellknown.network/agents/powermem-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:powermem-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"powermem-mcp","summary":"PowerMem MCP Server - Model Context Protocol server for PowerMem memory management","description":"# PowerMem MCP Server\n\nPowerMem MCP Server - Model Context Protocol server for PowerMem memory management.\n\nEnglish | [简体中文](powermem_mcp_server_CN.md)\n\n## Startup\n\n### Support for multiple types of MCP\n\nYou can start PowerMem MCP with different protocols using the following commands:\n\n```shell\nuvx powermem-mcp sse # sse mode, default port 8000 (recommended)\nuvx powermem-mcp stdio # stdio mode\nuvx powermem-mcp sse 8001 # sse mode, specify port 8001\nuvx powermem-mcp streamable-http # streamable-http mode, default port 8000\nuvx powermem-mcp streamable-http 8001 # streamable-http mode, specify port 8001\n```\n\n## Usage\n\nUse with MCP Client, must use a client that supports Prompts, such as: Claude Desktop. Before entering a request, you need to manually select the required Prompt, then enter the request.\n\nClaude Desktop config example:\n\n```json\n{\n  \"mcpServers\": {\n    \"powermem\": {\n      \"url\": \"http://{host}:8000/mcp\"\n    }\n  }\n}\n```\n\n## Available Tools\n\nThe PowerMem MCP Server provides the following memory management tools:\n\n- **add_memory**: Add new memory to storage. Supports string, message dict, or message list format. Can use intelligent mode for automatic inference.\n- **search_memories**: Search memories by query text with optional filters, limit, and similarity threshold.\n- **get_memory_by_id**: Get a specific memory by its ID.\n- **update_memory**: Update the content and metadata of an existing memory.\n- **delete_memory**: Delete a specific memory by its ID.\n- **delete_all_memories**: Batch delete memories by user_id, agent_id, or run_id.\n- **list_memories**: List all memories with pagination support (limit and offset) and optional filters.\n\n## Community\n\nWhen you need help, you can find developers and other community partners at [https://github.com/oceanbase/powermem](https://github.com/oceanbase/powermem).\n\nWhen you discover project defects, please create a new issue on the [issues](https://github.com/oceanbase/powermem/issues) page.\n\n## License\n\nFor more info…","publisher":{"name":"powermem Team","url":null},"homepage":"https://github.com/oceanbase/powermem","repository":"https://github.com/oceanbase/powermem/issues","version":"0.2.0","license":"Apache-2.0","protocols":["mcp"],"tags":["powermem","mcp","memory","ai","llm","vector-database"],"pricing":null,"endpoints":[{"url":"pypi:powermem-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.database","name":"Databases","confidence":1,"provenance":"derived"},{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"declared"},{"slug":"ai.prompting","name":"Prompt Management","confidence":0.791,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.779,"provenance":"derived"},{"slug":"data.vector-search","name":"Vector Search","confidence":0.638,"provenance":"derived"}],"categories":["ai","data","dev","knowledge"],"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":"powermem-mcp","registry":"pypi","observedAt":"2026-09-10T10:25:33.319Z","publishedAt":"2026-01-08T09:45:45.447420Z","latestVersion":"0.2.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"powermem-mcp","url":"https://pypi.org/project/powermem-mcp/","firstSeenAt":"2026-09-10T10:23:42.570Z","fetchedAt":"2026-09-10T10:23:42.570Z","normalizedAt":"2026-09-10T10:23:42.570Z"}]},"firstSeenAt":"2026-09-10T10:23:42.570Z","updatedAt":"2026-09-10T10:25:33.319Z"}