Infimium
Private context layer for AI agents. Web search, local docs, semantic code search, dependency graph, memory, and planning from one MCP server on your machine.
Demo
Watch the full demo video
Why
Agents lose context when repos get big. They either read too much, burn tokens, or miss the real function because keyword search is not enough.
200,000 lines of code
Agent reads everything -> context blown + expensive
grep "price calculation" -> misses calcPropertyValue()
With Infimium, the agent asks targeted tools first:
tool: semantic_code_search
query: "price calculation logic"
-> services/property/calc.ts:142 · calcPropertyValue()
-> imported by: listing.ts, tax.ts, pdf-generator.ts, calc.test.ts
What Works Now
- MCP server with 10 tools.
- CLI for the same tools.
- Local code/doc indexing with Ollama + ChromaDB.
- Dependency graph from imports.
- Auto-index while the MCP server runs.
- Project memory across chats, agents, and IDEs.
- Compact context handoff file at
context/layer.md.
- Setup checker with copy-paste fixes:
npx infimium doctor.
Quick Start
Beginner path: install Docker, then run one command.
git clone https://github.com/infimium-ai/infimium-agent.git
cd infimium-agent
./scripts/setup.sh
This creates .env, starts ChromaDB/Ollama, pulls nomic-embed-text, indexes the repo, and prints MCP config.
Optional web search:
SEARCH_PROVIDER=tinyfish
SEARCH_API_KEY=your_tinyfish_key
No search key? Fine. Code search, docs search, dep graph, memory, context, fetch, shell, status, and doctor still work.
Connect To Cursor, Windsurf, Or Claude
Use the config printed by ./scripts/setup.sh, or paste this and change the path:
{
"mcpServers": {
"infimium": {
"command": "npx",
"args": ["infimium", "serve"],
"env": {
"CODEBASE_PATH": "/absolute/path/to/your/repo",
"LOCAL_DOCS_PATH": "/absolute/path/to/your/repo/docs",
"CHROMADB_HOST": "http://localhost:8000",
"OLLAMA_HOST": "http://localhost:11434",
"SHELL_ALLOWLIST": "ls,git,pwd,npm,npx"
}
}
}
}
Restart your IDE after editing MCP config.
First prompt to test:
Use Infimium hello_infimium.
Use Infimium get_context before starting.
Use Infimium semantic_code_search to explain this repo.
If the agent is in a different workspace than the MCP server, ask it to pass project_path once. Infimium remembers that as the active project.
| Tool | Use |
|---|
hello_infimium | Health check. Returns hey-dude. |
web_search | Tinyfish web search. Requires SEARCH_API_KEY. |
fetch_url | Fetch a URL and extract readable Markdown/text. |
query_local_docs | Search indexed .md, .txt, .html, and .pdf docs. |
semantic_code_search | Search code by meaning using tree-sitter symbols + local embeddings. |
dep_graph | Find where a symbol is defined, who imports it, and what it imports. |
shell | Run allowlisted shell commands with timeout and output caps. |
plan | Build a grounded implementation plan from code search + dep graph context. |
project_memory | Save or resume task notes across chats and IDEs. |
get_context | Return compact repo context: task, memory, index health, git changes, touched files. |
CLI
npx infimium doctor
npx infimium status
npx infimium index
npx infimium watch
npx infimium hello
npx infimium search "latest MCP registry news"
npx infimium fetch https://example.com
npx infimium code-search "context layer writer"
npx infimium docs-search "setup"
npx infimium dep-graph startServer
npx infimium plan --dry-run "add rate limiting"
npx infimium remember "Finished setup" --type progress --task "Launch prep"
npx infimium resume
npx infimium get-context
Check health:
Expected shape:
1. ✅ Node/npm version
2. ✅ Ollama
3. ✅ Required embedding model
4. ✅ ChromaDB
5. ✅ Config/env
6. ✅ Index status
Summary: 6/6 checks passed
Manual Local Setup
Use this only if Docker setup fails.
npm install
cp .env.example .env
docker compose up -d chromadb
ollama serve
ollama pull nomic-embed-text
npm run build
npx infimium index
npx infimium doctor
Minimal .env:
SEARCH_PROVIDER=tinyfish
SEARCH_API_KEY=
LOCAL_DOCS_PATH=./docs
CODEBASE_PATH=.
SHELL_ALLOWLIST=ls,git,pwd,npm,npx
OLLAMA_HOST=http://localhost:11434
CHROMADB_HOST=http://localhost:8000
INFIMIUM_AUTO_INDEX=true
If Setup Fails
Paste this into Cursor, Claude Code, Codex, or any coding agent:
Set up Infimium in this repo.
Run ./scripts/setup.sh. If it fails, fix the missing dependency.
Make .env exist.
Start ChromaDB.
Start Ollama.
Pull nomic-embed-text.
Run npx infimium index.
Run npx infimium doctor and make all 6 checks pass.
Show me the MCP JSON for this machine.
Do not commit secrets.
How The Context Layer Works
Infimium indexes your repo into:
- SQLite: index metadata, project memory, dependency graph.
- ChromaDB: local vector search over docs and code symbols.
context/layer.md: compact JSON handoff for new agents.
When infimium serve is running, it refreshes context every 5 minutes and auto-indexes changed files. A fresh agent should call get_context first, then use semantic_code_search, dep_graph, and query_local_docs before editing.
Privacy
Self-hosted means your code index, embeddings, docs, dependency graph, and memory stay on your machine.
- Embeddings run locally with Ollama.
- ChromaDB and SQLite run locally.
- Web search only sends the search query to your configured provider.
- Telemetry is off unless configured in a future release.
Paid Hosted Glimpse
Self-host is free forever under MIT.
Hosted Infimium will focus on:
- managed indexing for teams,
- shared project memory,
- larger repo indexing workers,
- team dashboards for index health and tool usage.
Contributing
CONTRIBUTING.md
Adding a new language? Start there.