Minimal, hardened Model Context Protocol (MCP) server that wraps the cursor-agent
CLI and exposes multiple, Claude‑friendly tools for chat, repository analysis, code search, planning, and more.
Core implementation: cursor-agent-mcp/server.js Test harness: cursor-agent-mcp/test_client.mjs Package manifest: cursor-agent-mcp/package.json
This MCP exists to offload heavy “thinking” and repo‑aware tasks from the host (e.g., Claude Code) to the cursor-agent
CLI. By letting the CLI handle analysis/planning/search with focused, prompt‑based instructions, you can:
- Scope work to only the needed files/paths instead of streaming the entire workspace.
- Choose a cost‑effective model via environment (or per call) and keep the host’s context small.
- Control response verbosity through
output_format
("text" | "markdown" | "json") and tailored prompts. - Use specialized tools (
analyze
,search
,plan
,edit
) that produce targeted outputs rather than general chat.
- Prefer precise scopes:
- Use
include
/exclude
globs withcursor_agent_search_repo
and curatedpaths
forcursor_agent_analyze_files
.
- Use
- Pick output formats intentionally:
- Use
"text"
or"markdown"
for concise answers. Reserve"json"
only when you truly need structured output (it’s usually larger).
- Use
- Select a model that matches the task:
- Set
CURSOR_AGENT_MODEL
to a cost‑effective default; override per tool call only when necessary.
- Set
- Avoid unnecessary echo/debug:
CURSOR_AGENT_ECHO_PROMPT=1
is helpful during setup, but disables it later to save tokens in host logs.- Keep
DEBUG_CURSOR_MCP
off in normal use; it writes diagnostics to stderr (not counted in host tokens, but noisy).
- Control runtime instead of idle‑kill:
- Keep
CURSOR_AGENT_IDLE_EXIT_MS="0"
so valid runs aren’t cut mid‑generation. Bound cost/time withCURSOR_AGENT_TIMEOUT_MS
and focused prompts.
- Keep
- Use
cursor_agent_raw
thoughtfully:- It’s powerful and can stream detailed sessions; for cheapest usage, prefer the focused tools with concise prompts and
"text"
output.
- It’s powerful and can stream detailed sessions; for cheapest usage, prefer the focused tools with concise prompts and
- Multi‑tool surface modeled after “verb-centric” CLIs
- Works well in Claude Code and other MCP hosts
- Safe process spawn (no shell), robust timeout handling
- Optional prompt echoing for easy debugging inside hosts
- Configurable defaults via environment variables (model, force, timeouts, executable path)
- Backward‑compatible legacy tool for single‑shot chat
- Node.js 18+ (tested up to Node 22)
- A working
cursor-agent
CLI in your PATH or at an explicit location - Provider credentials configured for your chosen model (e.g., via the CLI’s own mechanism)
-
Clone or download this repository.
-
Install dependencies for the MCP server:
cd ./cursor-agent-mcp
npm ci # or: npm install
- Ensure the cursor-agent CLI is installed and on PATH (or set CURSOR_AGENT_PATH):
cursor-agent --version
- Run the MCP server:
# from the server directory
node ./server.js
# or from the repo root using the provided script
npm --prefix ./cursor-agent-mcp run start
No. This server runs directly from the repository and is not published to npm (package.json sets "private": true). Use Node to execute server.js
after installing dependencies as shown above.
If you later publish this as an npm package and add a bin
entry in package.json, you could run it with npx
and point your MCP host to that executable instead. Until then, prefer the Node-based command shown here.
A tiny client is provided to list tools and call one of them over stdio:
# list tools and call chat with a prompt
node ./cursor-agent-mcp/test_client.mjs "Hello from smoke test"
# run the raw tool with --help (no implicit --print)
TEST_TOOL=cursor_agent_raw TEST_ARGV='["--help"]' node ./cursor-agent-mcp/test_client.mjs
The client uses the same stdio transport a host would use. See JavaScript.main().
All tool calls ultimately invoke the same executor JavaScript.invokeCursorAgent(), which:
- Resolves the
cursor-agent
executable (explicit path or PATH) - Injects
--print
and--output-format <fmt>
by default - Optionally adds
-m <model>
and-f
based on env/args - Streams stdout/stderr and enforces a total timeout
- Optionally kills long‑idle processes (disabled by default)
The legacy wrapper JavaScript.runCursorAgent() accepts a prompt
and optional flags, composing the argv and delegating to the executor.
These tools are registered in JavaScript.server.tool() and below. All tools share the “COMMON” arguments:
- output_format: "text" | "json" | "markdown" (default "text")
- extra_args?: string[]
- cwd?: string
- executable?: string
- model?: string
- force?: boolean
- echo_prompt?: boolean → prepend “Prompt used: …” to the result
- Args: { prompt: string, ...COMMON }
- Behavior: Single‑shot chat by passing the prompt as the final positional argument.
- Code path: JavaScript.server.tool() → JavaScript.runCursorAgent()
Example:
{
"name": "cursor_agent_chat",
"arguments": { "prompt": "Explain SIMD in one paragraph", "output_format": "markdown" }
}
- Args: { file: string, instruction: string, apply?: boolean, dry_run?: boolean, prompt?: string, ...COMMON }
- Behavior: Prompt‑based wrapper. Builds a structured instruction that asks the agent to edit or propose a patch for the file.
- Code path: JavaScript.server.tool()
Example:
{
"name": "cursor_agent_edit_file",
"arguments": {
"file": "src/app.ts",
"instruction": "Extract the HTTP client into a separate module and add retries",
"dry_run": true,
"output_format": "markdown"
}
}
- Args: { paths: string | string[], prompt?: string, ...COMMON }
- Behavior: Prompt‑based repository/file analysis listing the paths to focus on.
- Code path: JavaScript.server.tool()
Example:
{
"name": "cursor_agent_analyze_files",
"arguments": {
"paths": ["src", "scripts"],
"prompt": "Give me a concise architecture overview with module boundaries"
}
}
- Args: { query: string, include?: string | string[], exclude?: string | string[], ...COMMON }
- Behavior: Prompt‑based code search over the repo, with optional include/exclude globs.
- Code path: JavaScript.server.tool()
Example:
{
"name": "cursor_agent_search_repo",
"arguments": {
"query": "fetch(",
"include": ["src/**/*.ts", "app/**/*.tsx"],
"exclude": ["node_modules/**", "dist/**"],
"output_format": "markdown",
"echo_prompt": true
}
}
- Args: { goal: string, constraints?: string[], ...COMMON }
- Behavior: Prompt‑based planning tool that returns a numbered plan for your goal.
- Code path: JavaScript.server.tool()
Example:
{
"name": "cursor_agent_plan_task",
"arguments": {
"goal": "Set up CI to lint and test this repo",
"constraints": ["GitHub Actions", "Node 18"]
}
}
- Args: { argv: string[], print?: boolean, ...COMMON }
- Behavior: Forwards raw argv to the CLI. Defaults to print=false to avoid adding --print; set print=true to inject it.
- Code path: JavaScript.server.tool()
Examples:
{ "name": "cursor_agent_raw", "arguments": { "argv": ["--help"], "print": false } }
{ "name": "cursor_agent_raw", "arguments": { "argv": ["-m","gpt-5","What is SIMD?"], "print": true } }
- Args: { prompt: string, ...COMMON }
- Behavior: Original single‑shot chat wrapper; maintained for compatibility.
- Code path: JavaScript.server.tool()
Example Claude Code/Claude Desktop entry:
{
"mcpServers": {
"cursor-agent": {
"command": "node",
"args": ["/abs/path/to/cursor-agent-mcp/server.js"],
"env": {
"CURSOR_AGENT_ECHO_PROMPT": "1",
"CURSOR_AGENT_FORCE": "true",
"CURSOR_AGENT_PATH": "/home/you/.local/bin/cursor-agent",
"CURSOR_AGENT_MODEL": "gpt-5",
"CURSOR_AGENT_IDLE_EXIT_MS": "0",
"CURSOR_AGENT_TIMEOUT_MS": "60000"
}
}
}
}
Add DEBUG_CURSOR_MCP=1
to print diagnostics to stderr (spawn argv, prompt preview, exit). Useful while integrating or troubleshooting.
{
"mcpServers": {
"cursor-agent": {
"command": "node",
"args": ["/abs/path/to/cursor-agent-mcp/server.js"],
"env": {
"CURSOR_AGENT_ECHO_PROMPT": "1",
"CURSOR_AGENT_FORCE": "true",
"CURSOR_AGENT_PATH": "/home/you/.local/bin/cursor-agent",
"CURSOR_AGENT_MODEL": "gpt-5",
"CURSOR_AGENT_IDLE_EXIT_MS": "0",
"CURSOR_AGENT_TIMEOUT_MS": "60000",
"DEBUG_CURSOR_MCP": "1"
}
}
}
}
Note: many hosts don’t display server stderr logs. To see the effective prompt in the UI, use CURSOR_AGENT_ECHO_PROMPT=1
or pass "echo_prompt": true
in tool arguments. Implementation points:
- debug spawn/exit logs: JavaScript.invokeCursorAgent()
- prompt preview: JavaScript.runCursorAgent()
Environment variables understood by the server:
- CURSOR_AGENT_PATH: absolute path to the
cursor-agent
binary; falls back to PATH - CURSOR_AGENT_MODEL: default model (appended as
-m <model>
unless you already provided one) - CURSOR_AGENT_FORCE: "true"/"1" to inject
-f
unless already present - CURSOR_AGENT_TIMEOUT_MS: hard runtime ceiling (default 30000)
- CURSOR_AGENT_IDLE_EXIT_MS: idle‑kill threshold in ms; "0" disables idle kill (recommended)
- CURSOR_AGENT_ECHO_PROMPT: "1" to prepend the effective prompt to the tool’s result
- DEBUG_CURSOR_MCP: "1" to log spawn/exit diagnostics to stderr
- Call any of the tools described above; arguments map 1:1 to the JSON fields in “Tools” section.
- To see the exact prompt, either set CURSOR_AGENT_ECHO_PROMPT=1 globally or pass
"echo_prompt": true
in the tool call. - For advanced use, prefer
cursor_agent_raw
for precise control of argv and print behavior.
- “cursor-agent not found”
- Set CURSOR_AGENT_PATH to the absolute path of the CLI or ensure it’s on PATH.
- “No prompt provided for print mode”
- You called RAW with print=true but without a prompt. Either provide a prompt in argv or set print=false.
- Premature termination mid‑generation
- Increase CURSOR_AGENT_TIMEOUT_MS, and keep CURSOR_AGENT_IDLE_EXIT_MS at "0".
- Empty tool output
- Verify provider credentials and model name. Try
cursor_agent_raw
withargv: ["--version"]
to confirm CLI health.
- Verify provider credentials and model name. Try
- Start the server directly:
node ./cursor-agent-mcp/server.js
- Smoke client:
node ./cursor-agent-mcp/test_client.mjs "hello"
TEST_TOOL=cursor_agent_raw TEST_ARGV='["--help"]' node ./cursor-agent-mcp/test_client.mjs
- Useful env while developing:
DEBUG_CURSOR_MCP=1 CURSOR_AGENT_ECHO_PROMPT=1
Key entry points:
- Executor: JavaScript.invokeCursorAgent()
- Legacy runner: JavaScript.runCursorAgent()
- Tool registrations start at: JavaScript.server.tool()
- Child processes are spawned with
shell: false
to avoid shell injection and quoting issues. - Inputs are validated with Zod; unknown types are rejected.
- Avoid logging secrets; DEBUG only prints argv and minimal env context.
Current server version: 1.1.0 (see cursor-agent-mcp/package.json)
MIT (see cursor-agent-mcp/package.json)
- MCP protocol and SDK by the Model Context Protocol team
- Inspiration: multi‑verb MCP servers such as gemini‑mcp‑tool