Infimium

io.github.aryankumar06由 GitHub 帳號 aryankumar06 發布v0.3.1更新於 Oct 24, 2026

Private AI context layer for semantic code search, dependency graphs, memory, and workspaces.

概覽

AI 產生的概覽

Infimium 是本地 MCP 伺服器,為程式開發助理提供語意化程式碼搜尋、相依圖、本機文件檢索與持久的專案記憶。

可以做什麼
依語意搜尋程式碼庫並優先回傳符號簽章,需要時再載入完整實作;檢視某個符號的匯入、呼叫端、被呼叫端與 HTTP 路由;檢索本機 Markdown、文字、HTML 與 PDF 文件;讀取並重新整理已儲存的儲存庫脈絡、記憶與交接說明;跨代理保存草稿事件、里程碑與長期專案規則;根據程式碼與相依圖產生實作計畫;可選擇連網搜尋並把網址擷取為可讀文字;執行白名單內的 shell 指令,附帶逾時與輸出限制。
適用情境
適合助理在大型程式碼庫中工作、否則會讀取過多程式碼或找不到正確符號的情況,也適合希望專案記憶與交接說明能在工作階段與不同代理之間保留。多專案工作區需要關聯專案脈絡時同樣適用。
執行需求
透過 npx 以 stdio 在本機執行,需要 Node.js 22.5 或更新版本。安裝需在要建立索引的儲存庫目錄中執行。使用 Ollama 產生嵌入(nomic-embed-text),產生計畫可選用 llama3.1;Go、Rust 與 Java 語法檔會在首次使用時下載。可選的連網搜尋需要將 SEARCH_PROVIDER 設為 tinyfish 並提供 SEARCH_API_KEY。設定保存在使用者主目錄下的全域環境檔案。
安裝前請注意
shell 工具會執行指令,範圍限於 SHELL_ALLOWLIST 中列出的指令,應讓該清單盡量精簡。建立索引會讀取專案目錄,並把程式碼、文件、嵌入與記憶保存在本機;請在目標儲存庫而非主目錄中執行安裝。設定 SEARCH_API_KEY 後,可選的連網搜尋會把查詢傳送給第三方服務。預設會傳送匿名生命週期遙測,可以關閉。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Infimium,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

README

[Infimium]

Infimium

The Private Context Layer & Super Brain for Your Codebase. Give AI agents persistent memory, deep dependency graphs, and instant code context -- 100% local, zero token bloat.

[npm version] [MCP Badge] [MIT] [GitHub stars]

Demo

[Infimium demo]

Why

Large repositories make agents read too much code or miss the right symbol. Infimium retrieves compact, relevant context before the agent starts editing.

text
200,000 lines of codeAgent reads everything -> context blown + expensivegrep "price calculation" -> misses calcPropertyValue()
text
tool: semantic_code_searchquery: "price calculation logic"
-> services/property/calc.ts:142 · calcPropertyValue()-> callers: getListingPrice(), estimatePropertyTax()

Quick Start

Requires Node.js 22.5+. From your project folder:

bash
cd /path/to/your/projectnpx infimium@latest setup

Run setup from the repository you want to index, not from your home directory (~). Infimium stops broad roots automatically so it cannot scan unrelated files.

That creates global config, starts Ollama if it is installed, pulls nomic-embed-text, indexes the current project or workspace, runs doctor, and opens Playground.

The published CLI keeps its executable entrypoint, so MCP clients can launch it directly through the configuration below.

If Ollama is not installed yet:

bash
npx infimium@latest setup --install-deps

infimium setup creates one global config at ~/.infimium/.env. You do not need a .env in every project. Code, docs, memory, graphs, and vectors are stored locally under ~/.infimium/.

Web search is optional. Add a Tinyfish key only when you need it:

env
SEARCH_PROVIDER=tinyfishSEARCH_API_KEY=your_key

Full infimium plan generation also needs a local text model:

bash
ollama pull llama3.1

infimium plan --dry-run "your task" works without this model and shows the retrieved code context first.

Connect Your Agent

Cursor, Windsurf, Claude Desktop, and other MCP clients:

json
{  "mcpServers": {    "infimium": {      "command": "npx",      "args": ["-y", "infimium", "serve"]    }  }}

Restart the client, then use:

text
Use Infimium hello_infimium.Use Infimium get_context before starting.Use Infimium semantic_code_search to explain this repository.

Infimium normally uses the MCP process working directory. If your client starts it elsewhere, pass project_path once; Infimium remembers the active project and auto-indexes it.

Tools

ToolWhat it does
hello_infimiumConfirms the MCP server is healthy.
get_contextReads saved YAML repo context, current memory and handoff; explicit refresh updates Git/index state.
infimium_updateRefreshes episodic memory and handoff graphs; controls automatic memory checkpoints.
semantic_code_searchFinds code by meaning and returns symbol signatures first.
expand_symbolLoads one full implementation only when needed.
query_local_docsSearches local Markdown, text, HTML, and PDF files.
dep_graphShows imports, callers, callees, and HTTP routes for a symbol.
project_memoryKeeps active scratchpad events, compact milestones, and durable project rules across agents.
planBuilds a grounded implementation plan from code and graph context.
web_searchSearches the web through optional Tinyfish configuration.
fetch_urlExtracts readable Markdown or text from a URL.
shellRuns allowlisted commands with timeouts and output limits.

CLI

CommandDescription
infimium doctorRun health checks on your dependencies and setup.
infimium statusShow the current status of the index and memory.
infimium --helpShows all relevant cli commands.
infimium playgroundLaunch the local web UI to explore index, graph, and memory.
infimium indexScan and index the current project directory (code, docs, dependencies).
infimium watchRun the indexer in watch mode to continuously index changes.
infimium get-contextOutput the full flattened context as YAML (layer.md).
infimium code-search <query>Semantically search code and return symbol signatures.
infimium expand-symbol <symbol>Fetch the full implementation code for a specific symbol.
infimium docs-search <query>Semantically search local markdown/text documentation.
infimium dep-graph <symbol>Show dependencies, callers, callees, and route graph.
infimium plan --dry-run "<task>"Draft an implementation plan based on a given prompt.
infimium remember "<note>"Add a milestone, progress, or decision to project memory.
infimium resumeShow the active task and recent scratchpad memory events.
infimium memory completeCompact the active scratchpad into an archived milestone.
infimium memory search "<query>"Semantically search past project rules and memory ledger.

Use npx infimium ... if you did not install the package globally.

Project Memory

Refresh memory yourself, or enable periodic checkpoints for the current project:

bash
infimium update --note "Implemented login validation" --task "Finish login" --handoff "Run the auth tests next"infimium update start --interval 300infimium update statusinfimium update stop

Replace the example notes with your own. Add --project /path/to/repo to select a project and --file src/auth.ts to attach a relevant file. infimium_update and infimium-update are CLI aliases. MCP agents use the infimium_update tool with action: refresh|start|stop|status, project_path, and optional note, task, handoff, files, or interval_seconds.

Auto-update is opt-in and runs while the foreground CLI watcher or an MCP server is open. Its per-project setting survives restarts; stop disables future checkpoints (an in-flight refresh may finish). Checkpoints link episodes, tasks, file references, and handoff notes in local SQLite. Unchanged observations are deduplicated. Automatic checkpoints record observable state, not guessed intent, and never mark a task complete.

get-context / get_context now reads saved context and current memory without rescanning the repo. It includes a bounded memory graph and guidance to answer repo-overview questions only when asked, using Infimium memory first. Missing context is reported explicitly. Run infimium update or get-context --refresh to refresh filesystem context. These are agent guidelines, not an enforcement mechanism for other clients.

Infimium keeps memory bounded across long sessions:

  • Scratchpad: recent events for the active task.
  • Archive: compact summaries of completed tasks.
  • Ledger: durable decisions, rules, quirks, and unresolved blockers.

Record meaningful progress while working:

bash
infimium remember "Added rate-limit middleware" --type progress --task "Rate limiting"infimium remember "Use Redis-backed counters in production" --type decision

When the task is complete:

bash
infimium memory complete

Infimium uses the local llama3.1 model when available and falls back to deterministic compaction when it is not. Raw compacted events remain stored locally for seven days before pruning. get_context never calls an LLM or network service.

From a source checkout, build once and run the local playground with:

bash
npm run buildnpm run playground

Local Architecture

  • Ollama creates embeddings on your machine.
  • Embedded SQLite stores vectors, index metadata, project memory, and graph edges. No ChromaDB or Docker service is required.
  • Documents use recursive boundary-aware chunks instead of blind fixed slices.
  • JavaScript, TypeScript, Python, and Dart parsers are bundled.
  • Go, Rust, and Java Tree-sitter WASM grammars download on first use and cache in ~/.infimium/grammars/.
  • .gitignore, .infimiumignore, and framework defaults exclude dependencies, build output, Flutter artifacts, caches, and binaries before indexing.
  • semantic_code_search returns signatures; expand_symbol provides full code on demand.
  • Project memory uses session-scoped scratchpads, compact milestone archives, and a versioned semantic ledger.
  • get_context emits static anchors, dynamic repository state, and active execution as separate YAML zones.

Multiple Projects

Run the normal index command from a folder containing related projects:

bash
infimium index

Infimium detects immediate project roots from files such as pubspec.yaml, package.json, Cargo.toml, and go.mod. It shows the detected roles and dependencies, asks once, then creates infimium.workspace.json, indexes every project, and opens Playground.

For unattended setup:

bash
infimium index --yes --no-playground

Use --no-workspace to index only the current project. Workspace projects keep separate memory and Git state while get_context includes balanced summaries and graph relationships from related projects.

Infimium - Playground

Infimium drops the initial payload cost from approximately 1,460 tokens to 8 tokens per symbol. Semantic search returns the AST signature first; the agent requests the full implementation only when it needs it with expand_symbol.

text
Full implementation   ~1,460 tokensAST skeleton               ~8 tokensInitial payload reduction  ~99.5%

These are Playground reference values, not a claim that every function has the same size. Inspect your own indexed repository and compare AST-first retrieval with full-text retrieval locally:

bash
infimium playground

Open Token Economics to see the estimated token difference across your actual indexed symbols.

Privacy

Code, docs, embeddings, memory, graph data, prompts, queries, file paths, and repo names remain local.

Infimium sends privacy-safe anonymous lifecycle telemetry so we can understand setup success:

  • init_started, init_completed
  • doctor_run, doctor_passed
  • index_started, index_completed, setup_completed
  • serve_started, first_tool_call, playground_opened

Telemetry includes an anonymous install ID, Infimium version, OS, Node major version, timestamp, and event name. It never includes code, file paths, repo names, prompts, search queries, memory notes, API keys, or user identity.

Disable it anytime:

bash
infimium telemetry off

or set:

env
INFIMIUM_TELEMETRY=false

Troubleshooting

FAQ & Common Confusions

Where is layer.md? When you run infimium get-context, it prints saved context directly to your terminal (stdout). Refreshes store project-scoped YAML under Infimium's local data directory. To export the saved context to a file, use terminal redirection:

bash
infimium get-context > layer.md

Why does the Playground UI say "Awaiting first agent interaction..."? The CURRENT TASK tracker reflects stored project context. Run infimium update --task "Your task" to refresh it; get-context reads the saved snapshot.

How do I format infimium remember? The infimium remember command requires a message and a --type flag (valid types: note, progress, decision, blocker, index, plan). If you also want it to update the active task in the Playground, include the --task flag:

bash
infimium remember "Added rate limiting" --type progress --task "Security Features"

Database is locked

If you see Failed to start Infimium: Database is locked, it means another instance of Infimium is actively holding a lock on the SQLite memory database. This usually happens if you try to run infimium index manually in one terminal while infimium playground or infimium watch is still running in another. Simply stop the running process (Ctrl+C) before running manual commands.

General Setup Issues

Run:

bash
infimium doctor

Every failed check prints one copy-paste fix. If setup still fails, give this prompt to your coding agent:

text
Set up Infimium in this repository. Install/start Ollama, pull nomic-embed-text,run npx infimium init, run npx infimium index, and make all sixnpx infimium doctor checks pass. Do not commit secrets.

Contributing

See CONTRIBUTING.md. Adding a language starts with a parser fixture and extraction test.

Self-hosting is free forever under the MIT license.

來源:README.md,提交 6458efd

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包,因此其工具未知。

版本歷史

1
  1. v0.3.1最新Sep 16, 2026

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