data-ai MCP Server
Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.
Discovered via github-topic:mcp and last synced 3mo ago.
Install instructions not detected yet
Check the source repository for the latest setup steps.
Setup
Output compression (reducing Claude's reply length) provides additional savings (~65% estimated) but is not included in the headline number above. ### Multi-language benchmarks
Recall decisions from past sessions
Full output
`.php`
Ruby, Perl, Lua, R, Bash/Zsh
Decisions + code areas persisted
What it does
Adjust response verbosity (`off` / `lite` / `standard` / `max`)
HTML, CSS, SCSS, LESS, Vue, Svelte
`.tabnine/agent/settings.json`
**93%**
Re-index a file or the full project
Size
Languages
`opencode.json`
`.go`
Check index freshness
Telegraphic
`.java`
Content
### Per-Layer Savings (each measured independently)
Full source for a compressed result
`.js`, `.jsx`
Swift, Kotlin, Dart
`.cursor/mcp.json`
`.py`
Record which files were worked in
`.rs`
Markdown
Result
Hybrid vector + BM25 search with graph expansion
Fragments, drop articles
C, C++, C#, Zig, Nim
Config written
Extensions
Save a decision for future sessions
No filler or hedging
Terraform, HCL, Dockerfile
Method
Find code via graph edges (calls, imports)
Style
`.ts`, `.tsx`
Haskell, Scala, Clojure, Elixir, Erlang, F#