{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_mqrfksnbrneg","handle":"iflow-mcp-kunihiros-mem0-mcp-for-pm","url":"https://wellknown.network/agents/iflow-mcp-kunihiros-mem0-mcp-for-pm","links":{"self":"https://wellknown.network/agents/iflow-mcp-kunihiros-mem0-mcp-for-pm/record.json","html":"https://wellknown.network/agents/iflow-mcp-kunihiros-mem0-mcp-for-pm","markdown":"https://wellknown.network/agents/iflow-mcp-kunihiros-mem0-mcp-for-pm/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-kunihiros-mem0-mcp-for-pm","status":"https://wellknown.network/api/v1/agents/iflow-mcp-kunihiros-mem0-mcp-for-pm/status","claim":"https://wellknown.network/agents/iflow-mcp-kunihiros-mem0-mcp-for-pm/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-kunihiros-mem0-mcp-for-pm/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-kunihiros-mem0-mcp-for-pm/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-kunihiros-mem0-mcp-for-pm/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-kunihiros-mem0-mcp-for-pm/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-kunihiros-mem0-mcp-for-pm","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_kunihiros_mem0-mcp-for-pm","summary":"MCP Server for mem0 project management integration","description":"# mem0 MCP Server for Project Management\n\n**Version: 0.3.2**\n\nmem0 MCP Server bridges MCP Host applications and the mem0 cloud service, enabling structured project memory management and semantic search for project-related information.\n\n---\n\n## Release Notes\n\n### v0.3.1 and v0.3.2\n- Fix: \"add project memory\" tool to works properly by adjusting message format to mem0 API.\n- Added version specification to the MCP Host configuration example. (for caching troubleshoot)\n\n### v0.3.0\n\n- Fix: as mem0 cloud service has changed the way of handling data, the way of handling data has been changed.\n- Change from JavaScript object-based templates to TOML-based templates and guide, which is more efficient for data extraction by mem0 cloud service.\n- Added logging functionality (check MCP Host Configuration section for details).\n\n### v0.2.0\n\n- Switched from SSE-based to stdio-based invocation for better compatibility with MCP Hosts\n- Added support for pipx-based installation and execution\n- Simplified deployment via `pyproject.toml` script entrypoint\n\n---\n\n## Features\n\n- Project memory storage and retrieval\n- Semantic search for project information\n- Structured project management data handling\n- Fully tested stdio-based MCP Server tools\n- Flexible logging: stderr by default, file output via `--logfile`\n- Smart CLI invocation via pipx-compatible interface\n\n---\n\n## MCP Host Configuration\n\nWhen running this MCP Server, you **must explicitly specify the log output mode and (if enabled) the absolute log file path via command-line arguments**.\n\n- `--log=off` : Disable all logging (no logs are written)\n- `--log=on --logfile=/absolute/path/to/logfile.log` : Enable logging and write logs to the specified absolute file path\n- Both arguments are **required** when logging is enabled. The server will exit with an error if either is missing, the path is not absolute, or if invalid values are given.\n\n### Example: Logging Disabled\n```json\n\"mem0\": {\n  \"command\": \"pipx\",\n  \"args\": [\"run\", \"mem0-mcp-…","publisher":null,"homepage":"https://github.com/KunihiroS/mem0-mcp-for-pm","repository":"https://github.com/KunihiroS/mem0-mcp-for-pm/issues","version":"0.3.2","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_kunihiros_mem0-mcp-for-pm","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":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"derived"}],"categories":["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":"iflow-mcp_kunihiros_mem0-mcp-for-pm","registry":"pypi","observedAt":"2026-11-09T09:28:54.992Z","publishedAt":"2026-02-02T02:41:43.008588Z","latestVersion":"0.3.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_kunihiros_mem0-mcp-for-pm","url":"https://pypi.org/project/iflow-mcp_kunihiros_mem0-mcp-for-pm/","firstSeenAt":"2026-09-09T19:24:42.665Z","fetchedAt":"2026-11-09T09:27:39.406Z","normalizedAt":"2026-11-09T09:27:39.406Z"}]},"firstSeenAt":"2026-09-09T19:24:42.665Z","updatedAt":"2026-11-09T09:28:54.992Z"}