memex
memex is an MCP server, listed under model apis. It reaches gemini and neo4j. It needs GEMINI_API_KEY and NEO4J_PASSWORD to authenticate. Its repository has 12 GitHub stars and is licensed under MIT; we last read it on 2026-10-24.
Persistent memory for AI coding agents via MCP — a bitemporal knowledge graph of your codebase, served to Claude Code, Cursor, Gemini CLI, and any MCP client. Tree-sitter + Gemini Flash → Neo4j (via Graphiti). 12 MCP tools, hierarchical clusters, two-regime confidence decay.
Install
Read from memex’s own README, close to verbatim -- not written by us, and not guessed.
pip install memex-mcp
What it reaches, and what it needs
What it connects to
Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.
Maintenance
Persistent memory for AI coding agents via MCP: a bitemporal knowledge graph of your codebase, served to Claude Code, Cursor, Gemini CLI, and any MCP client. Tree-sitter and Gemini Flash into Neo4j via Graphiti. 14 MCP tools, hierarchical clusters, three-regime confidence decay.
memex compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| memex (this page) | gemini, neo4j | GEMINI_API_KEY, NEO4J_PASSWORD | 12 | 2026-10-21 | MIT |
| wigolo | gemini, wigolo(1 shared) | GEMINI_API_KEY, WIGOLO_API_TOKEN, WIGOLO_GITHUB_TOKEN | 5,498 | 2026-10-22 | NOASSERTION |
| just-prompt | anthropic, deepseek, gemini, groq, openai(1 shared) | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY | 739 | 2025-08-10 | — |
| mcp-server-gemini | gemini(1 shared) | GEMINI_API_KEY | 259 | 2025-07-14 | MIT |
| mcp | fastmcp, gemini, openai(1 shared) | DB_PASSWORD, DB_SSL_KEY, FASTMCP_SERVER_AUTH_GITHUB_CLIENT_SECRET, FASTMCP_SERVER_AUTH_GOOGLE_CLIENT_SECRET, GEMINI_API_KEY, OPENAI_API_KEY | 209 | 2026-08-10 | MIT |
| mcp-image | gemini, openai(1 shared) | GEMINI_API_KEY | 181 | 2026-10-22 | MIT |
Ranked by services in common with memex, then by stars. Figures are from each repository when we last read it.
Common questions about memex
- What does memex do?
- Persistent memory for AI coding agents via MCP — a bitemporal knowledge graph of your codebase, served to Claude Code, Cursor, Gemini CLI, and any MCP client. Tree-sitter + Gemini Flash → Neo4j (via Graphiti). 12 MCP tools, hierarchical clusters, two-regime confidence decay.
- How do I install memex?
- Its own README gives this command: pip install memex-mcp. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does memex connect to, and what does it need?
- It reaches gemini and neo4j. The credentials we found in its source are GEMINI_API_KEY and NEO4J_PASSWORD.
- Which AI clients can use memex?
- Its own description mentions Claude Code, Cursor and Gemini CLI. That is a mention in its description, not a test we ran.
- Is memex official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 12 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-21.
- What licence does memex use?
- The repository declares the MIT licence.
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