mcp-server
mcp-server is an MCP server, listed under memory & vectors. It reaches contextstream. It needs CONTEXTSTREAM_API_KEY to authenticate. Its repository has 44 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.
Persistent memory, semantic search, and shared project context for AI agents with traceable sources and scoped access. Carry decisions, lessons, and intent across sessions and tools.
Install
Read from mcp-server’s own README, close to verbatim -- not written by us, and not guessed.
npx -y @contextstream/mcp-server@latest setup
What it reaches, and what it needs
Maintenance
Persistent memory, semantic search, and shared project context for AI agents with traceable sources and scoped access. Carry decisions, lessons, and intent across sessions and tools.
mcp-server compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| mcp-server (this page) | contextstream | CONTEXTSTREAM_API_KEY | 44 | 2026-10-21 | MIT |
| mcp-server-qdrant | qdrant | QDRANT_API_KEY | 1,553 | 2026-09-04 | Apache-2.0 |
| mcp-knowledge-graph | — | None listed | 886 | 2026-05-29 | MIT |
| chroma-mcp | chroma | CHROMA_API_KEY, CHROMA_CUSTOM_AUTH_CREDENTIALS | 601 | 2025-09-17 | Apache-2.0 |
| caura | — | None listed | 504 | 2026-10-25 | Apache-2.0 |
| MemoryMesh | — | None listed | 354 | 2026-03-01 | MIT |
Ranked by services in common with mcp-server, then by stars. Figures are from each repository when we last read it.
Common questions about mcp-server
- What does mcp-server do?
- Persistent memory, semantic search, and shared project context for AI agents with traceable sources and scoped access. Carry decisions, lessons, and intent across sessions and tools.
- How do I install mcp-server?
- Its own README gives this command: npx -y @contextstream/mcp-server@latest setup. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does mcp-server connect to, and what does it need?
- It reaches contextstream. The credentials we found in its source are CONTEXTSTREAM_API_KEY.
- Is mcp-server official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 44 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-21.
- What licence does mcp-server use?
- The repository declares the MIT licence.
More MCP servers for memory & vectors
- mcp-server-qdrant1,553 stars
- mcp-knowledge-graph886 stars
- chroma-mcp601 stars
- caura504 stars
- MemoryMesh354 stars
- neural-memory242 stars