contextful
contextful is an MCP server, listed under databases. It reaches sqlite. Its repository has 5 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.
Manages context for Agentic AI using a graph-based knowledge structure, SQLite indexing, and advanced search capabilities including FTS5 lexical and BM25 algorithms.
Install
Read from contextful’s own README, close to verbatim -- not written by us, and not guessed.
npx @inferensys/contextful init --workspace .
What it reaches, and what it needs
Reaches
sqlite
Credential
○ none found
Maintenance
Stars
5
State
listed
Licence
MIT
From the repository
Context Management Layer for Agentic AI. Graph-based knowledge context, SQLite index, advanced FTS5 lexical/BM25 search and cross-session live memory.
contextful compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| contextful (this page) | sqlite | None listed | 5 | 2026-05-23 | MIT |
| dbhub | mysql, postgres, sqlite(1 shared) | None listed | 3,702 | 2026-10-21 | MIT |
| mcp-alchemy | mysql, postgresql, sqlite(1 shared) | None listed | 422 | 2026-10-15 | MPL-2.0 |
| knowl | sqlite(1 shared) | None listed | 114 | 2026-10-21 | Apache-2.0 |
| ai-memory-mcp | sqlite, xai(1 shared) | AI_MEMORY_LLM_API_KEY, XAI_API_KEY | 54 | 2026-10-22 | Apache-2.0 |
| saga-mcp | sqlite(1 shared) | None listed | 40 | 2026-10-07 | MIT |
Ranked by services in common with contextful, then by stars. Figures are from each repository when we last read it.
Common questions about contextful
- What does contextful do?
- Manages context for Agentic AI using a graph-based knowledge structure, SQLite indexing, and advanced search capabilities including FTS5 lexical and BM25 algorithms.
- How do I install contextful?
- Its own README gives this command: npx @inferensys/contextful init --workspace .. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does contextful connect to, and what does it need?
- It reaches sqlite.
- Is contextful official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 5 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-05-23.
- What licence does contextful use?
- The repository declares the MIT licence.
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