sulci-mcp
MCP server for Sulci — the universal AI context layer. Gives any MCP-compatible AI tool access to your cross-tool knowledge store.
Installation
pip install sulci-mcp
Or run directly:
uvx sulci-mcp
Quick Start
stdio (default — Claude Desktop, Claude Code)
sulci-mcp
Streamable HTTP (Cursor, VS Code Copilot, Windsurf, etc.)
sulci-mcp --transport streamable-http
This starts an HTTP server on http://127.0.0.1:8000/mcp.
With authentication
export SULCI_API_KEY=your-secret-key
sulci-mcp --transport streamable-http
Clients must send Authorization: Bearer your-secret-key header. When SULCI_API_KEY is unset, no auth is required (dev mode).
Environment Variables
| Variable | Default | Description |
|---|---|---|
SULCI_MCP_TRANSPORT |
stdio |
Transport: stdio or streamable-http |
SULCI_MCP_HOST |
127.0.0.1 |
HTTP bind address |
SULCI_MCP_PORT |
8000 |
HTTP port |
SULCI_API_KEY |
(empty) | Bearer token for HTTP auth (empty = no auth) |
SULCI_DATA_DIR |
~/.sulci |
Knowledge store directory |
SULCI_LLM_PROVIDER |
openai |
LLM for extraction: openai or anthropic |
OPENAI_API_KEY |
Required if using OpenAI provider | |
ANTHROPIC_API_KEY |
Required if using Anthropic provider |
CLI flags (--transport, --host, --port) override environment variables.
Tools Provided
- query_context — Semantic search across your knowledge
- add_knowledge — Store facts, decisions, preferences
- record_interaction — Extract knowledge from conversations
- list_knowledge — Browse stored knowledge
- delete_knowledge — Remove a knowledge atom
- list_conflicts — View contradictions between atoms
- resolve_conflict — Pick a winner in a conflict
- verification_queue — Review atoms that need re-verification
Connection Guide
See docs/CONNECTION_GUIDE.md for copy-pasteable config for Claude Desktop, Claude Code, Cursor, VS Code Copilot, Windsurf, and Continue.dev.
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