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Memory tools that work with Windsurf
Every tool below names Windsurf in its own documentation. That's what the vendor says, not something we tested. Each page links to the source.
10 tools · docs checked 2026-11-09
| Tool | Works with (per docs) | Runs | Transport | License |
|---|---|---|---|---|
| MCP Memory Service (doobidoo) Persistent memory for agent pipelines and chat clients: REST API, knowledge graph and autonomous consolidation, with remote MCP over OAuth. | Claude Desktop, Claude Code, Claude (web), ChatGPT, Cursor, Codex, VS Code / Copilot, Windsurf, Gemini CLI, Zed, OpenCode | Local or hosted | stdio, Streamable HTTP | Apache-2.0 |
| Supermemory Memory and context engine with an app, API and MCP; hosted, with a documented fully-local mode. | Claude Desktop, Cursor, Windsurf, VS Code / Copilot, Claude Code, OpenCode, Codex | Local or hosted | Streamable HTTP | MIT |
| Honcho Memory library and service for stateful agents, with a hosted MCP at mcp.honcho.dev and self-hosting. | Claude Code, Cursor, Codex, Windsurf, Cline, OpenCode | Local or hosted | Streamable HTTP | AGPL-3.0 |
| Qdrant MCP Official Qdrant MCP server used as a semantic memory layer: store and find information in a Qdrant collection. | Claude Desktop, Claude Code, Cursor, VS Code / Copilot, Windsurf | Local or hosted | stdio, SSE, Streamable HTTP | Apache-2.0 |
| Graphlit MCP MCP server for the hosted Graphlit platform: ingest content from many sources into a searchable project. | Claude Desktop, Cursor, VS Code / Copilot, Windsurf, Cline | Hosted | stdio | MIT |
| Context Portal (ConPort) Memory-bank MCP server that builds a project-specific knowledge graph (decisions, progress, patterns) in a per-workspace SQLite DB. | Cursor, VS Code / Copilot, Windsurf, Cline | Runs locally | stdio | Apache-2.0 |
| mcp-mem0 (coleam00) Template MCP server for long-term agent memory using the Mem0 library and Postgres. | Claude Desktop, Windsurf | Runs locally | stdio, SSE | MIT |
| MCP Memory (Puliczek, Cloudflare) Self-deployed remote MCP memory server on Cloudflare Workers, Vectorize, D1 and Durable Objects. | Cursor, Windsurf | Hosted | Streamable HTTP | Unknown |
| mem0-mcp-server archived Wrapped the hosted Mem0 Memory API as an MCP server. Repository archived. | Claude Desktop, Claude Code, Cursor, VS Code / Copilot, Windsurf, OpenCode | Hosted | Streamable HTTP | Apache-2.0 |
| ByteRover CLI (formerly Cipher) archived Portable memory layer for coding agents: curates project knowledge into a context tree and syncs it to the cloud. | Claude Code, Cursor, Windsurf, Cline | Local or hosted | Unknown | Elastic-2.0 |
Client support is what each vendor's docs say. MemoryStack doesn't test tools. How to share one memory across your bots.