{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ues39qag8tpe","handle":"iflow-mcp-mcp-mem0-general","url":"https://wellknown.network/agents/iflow-mcp-mcp-mem0-general","links":{"self":"https://wellknown.network/agents/iflow-mcp-mcp-mem0-general/record.json","html":"https://wellknown.network/agents/iflow-mcp-mcp-mem0-general","markdown":"https://wellknown.network/agents/iflow-mcp-mcp-mem0-general/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-mcp-mem0-general","status":"https://wellknown.network/api/v1/agents/iflow-mcp-mcp-mem0-general/status","claim":"https://wellknown.network/agents/iflow-mcp-mcp-mem0-general/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-mcp-mem0-general/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-mcp-mem0-general/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-mcp-mem0-general/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-mcp-mem0-general/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-mcp-mem0-general","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_mcp-mem0-general","summary":"MCP server for general Mem0 interactions (add/search/get/update/delete).","description":"# Mem0 MCP Server\n\nA Model Context Protocol (MCP) server for integrating AI assistants with Mem0.ai's persistent memory system.\n\n## Overview\n\nThis server provides MCP-compatible tools that let any compatible AI assistant access and manage persistent memories stored in Mem0. It acts as a bridge between AI models and the Mem0 memory system, enabling assistants to:\n\n- Store and retrieve memories\n- Search memories with semantic similarity\n- Manage different memory types (episodic, semantic, procedural)\n- Utilize short-term memory for conversation context\n- Apply selective memory patterns\n- Create knowledge graphs from memories\n\n## Project Structure\n\nThe project code is located within the `src/mcp_mem0_general/` directory.\n\n## Installation Methods\n\n### Method 1: DXT Extension (Recommended)\n\nThe easiest way to install this MCP server is using the DXT extension format in Claude Desktop.\n\n**Download**: [`mem0-mcp-server-0.1.0.dxt`](releases/mem0-mcp-server-0.1.0.dxt)\n\nFor detailed DXT installation instructions, see [CLAUDE_DESKTOP_INSTALL.md](CLAUDE_DESKTOP_INSTALL.md).\n\n### Method 2: Direct Installation (Current)\n\nThis server can be run directly from GitHub using `uvx` without needing to clone the repository or install it locally.\n\n### Running the Server\n\nEnsure you have `uv` installed (`pipx install uv` or `brew install uv`).\n\nYou can test the server directly in your terminal:\n\n```bash\n# Make sure MEM0_API_KEY is set in your environment\nexport MEM0_API_KEY=\"your-mem0-api-key-here\"\n\n# Run the server using uvx\nuvx git+https://github.com/ryaker/mcp-mem0-general.git mcp-mem0-general\n```\n\nThe server should start and log its initialization steps.\n\n### Method 3: Manual Configuration in Claude Desktop/Cursor\n\n1.  **Find `uvx` Path:** GUI applications like Claude Desktop often don't use the same `PATH` as your terminal. Find the full path to your `uvx` executable by running this in your terminal:\n    ```bash\n    which uvx\n    ```\n    Copy the output path (e.g., `/Users/yourname/.…","publisher":null,"homepage":null,"repository":null,"version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_mcp-mem0-general","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"derived"},{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":0.836,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.779,"provenance":"derived"}],"categories":["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":"iflow-mcp_mcp-mem0-general","registry":"pypi","observedAt":"2026-09-15T19:23:07.475Z","publishedAt":"2025-11-21T08:44:42.668181Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_mcp-mem0-general","url":"https://pypi.org/project/iflow-mcp_mcp-mem0-general/","firstSeenAt":"2026-09-09T20:23:29.123Z","fetchedAt":"2026-09-15T19:21:04.797Z","normalizedAt":"2026-09-15T19:21:04.797Z"}]},"firstSeenAt":"2026-09-09T20:23:29.123Z","updatedAt":"2026-09-15T19:23:07.475Z"}