Integrations¶

Start the server first (prism serve), or let the MCP server load ONNX models directly when the server is offline.

Cursor¶

prism connect cursor --test --export-rules --export-mcp

Prints the settings for Cursor's OpenAI-compatible provider: base URL http://localhost:5272/v1, any API key (the real one if you use --api-key), and the model id.
--test checks that the server is reachable.
--export-rules writes .cursorrules in the current directory; --export-mcp writes .cursor/mcp.json.
--model ID chooses the model shown in the instructions.

Cline¶

prism connect cline --test --export-mcp

Prints the Cline provider settings (API Provider: OpenAI Compatible) and, with --export-mcp, writes (merging into) cline_mcp_settings.json in the current directory. The generated MCP entry auto-approves all five Prism tools; remove entries from autoApprove if you want to confirm each call.

MCP server¶

prism mcp speaks JSON-RPC 2.0 over stdio (protocol 2024-11-05) and exposes:

Tool	Arguments	Purpose
`prism_ask_coder`	`task` (required), `context_code`, `model`	Code generation, debugging and tests with a local model
`prism_code_review`	`code` (required), `focus`, `model`	Review for security, concurrency and edge cases
`prism_list_models`	none	Local ONNX and Ollama models
`prism_get_status`	none	GPU telemetry and server status
`prism_benchmark`	`model` (required)	Latency and throughput micro-benchmark

The generation tools call the Prism server at $PRISM_BASE_URL (default http://localhost:5272/v1, with $PRISM_API_KEY if set). If the server is offline and the model is an ONNX model, they load it in-process instead. None of the tools reads or writes your files.

prism connect mcp --test                        # run a protocol handshake against `prism mcp`
prism connect mcp --target claude --write       # Claude Desktop
prism connect mcp --target cursor --write       # .cursor/mcp.json

`--target`	Config file written
`claude`	`~/.config/Claude/claude_desktop_config.json`
`cursor`	`.cursor/mcp.json` (current directory)
`cline`	`cline_mcp_settings.json` (current directory)
`antigravity`	`~/.gemini/config/mcp_config.json`
`all` (default)	all of the above

Without --write, the snippet is only printed. With --write, an existing config is merged (your other servers are kept) and a .bak copy is saved first; a file that is not valid JSON is left untouched. The generated entries assume the server is on the default port 5272.