Micro-Manager Microscope MCP Server
Let an AI agent snap images, acquire z-stacks and time-lapses, move the stage and focus within limits you set, switch channels and objectives, set exposure, operate shutters and run autofocus on any microscope controlled by Micro-Manager, through its open device layer (MMCore) and pymmcore-plus. Its 19 documented tools cover acquire, shutter, exposure, stage.
People who work with acquire, shutter and exposure and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in Python.
One of 32 MCP servers published from k-dense-ai/lab-instrument-mcps. Stars and repository activity are shared across all of them. See all 32 →
VERIFIED ACTIVE
LAST COMMIT 2026-09-26 · VERIFIED 2026-09-30
Apache-2.0 · Python servers · how we verify → /methodology
01 · Install Micro-Manager Microscope
Claude Code
claude mcp add k-dense-ai-lab-instrument-mcps-servers-b -- uvx labmcp-micro-manager Claude Desktop / Cursor / VS Code - add to config
{
"mcpServers": {
"k-dense-ai-lab-instrument-mcps-servers-b": {
"command": "uvx",
"args": [
"labmcp-micro-manager"
]
}
}
} Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.
Using another client? Same JSON, different key
Claude Desktop · mcpServers
Cursor · mcpServers
VS Code · servers
Windsurf · mcpServers
Zed · context_servers
Cline · mcpServers
Roo Code · mcpServers
Continue · mcpServers
LibreChat · mcpServers
Gemini CLI · mcpServers
Codex CLI · mcp_servers
Full setup guides: every client.
02 · Evidence
Security posture
What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.
runs as local process (stdio) - runs on your machine with your user's permissions
repo age created 2026-09-25 - young repo, little track record yet
license Apache-2.0 - declared in the repository
pypi package labmcp-micro-manager - check the name against the project README before installing (PyPI has no namespace ownership)
registry namespace io.github.K-Dense-AI is GitHub-verified and matches the repo owner
03 · What Micro-Manager Microscope can do
Prose above is summarized from the project's README and registry record - no invented capabilities.
What you can build
g. a hardware focus lock) once, close the shutter (stop illuminating the sample) and abort any running acquisition, read the camera exposure time in milliseconds, and read the XY stage and focus (Z) positions in micrometres, and which way increasing Z moves the objective.
Capability map
Tools grouped from the project's README - what Micro-Manager Microscope lets an agent do.
read & search
4 tools - e.g. Return the most recent raw commands sent to / replies received from the instrument (newest last). Useful for debugging and for recording what was done.; Report which instrument is connected (identity…
get_command_log · get_connection_info · get_position · get_system_info
update
3 tools - e.g. Move the focus drive (Z). Moving the objective toward the sample can crash it into the slide: moves larger than max_z_step_um or outside the Z soft limits are r; Switch the objective (rotates the…
move_z · set_objective · set_shutter
Acquire
2 tools - e.g. Acquire a time-lapse at the current position: images every interval_s (optionally several channels per timepoint), saves a multi-page TIFF and reports per-frame; Acquire a z-stack around the current…
acquire_time_lapse · acquire_z_stack
Exposure
2 tools - e.g. Return the camera exposure time in milliseconds.; Set the camera exposure time (ms). Longer exposures give brighter images but more photobleaching. Returns the exposure the camera accepted.
get_exposure · set_exposure
Config
2 tools - e.g. List Micro-Manager config groups (e.g. Channel, Objective) with their presets and the preset currently active.; Apply a config-group preset (e.g. switch the channel: filter cube, light source, emission…
list_config_groups · set_config
Stage
2 tools - e.g. Move the XY stage. Moves longer than max_xy_step_um or outside the XY soft limits are refused before anything moves. Make sure the objective and condenser clear; Immediately stop XY and Z stage motion and…
move_stage_xy · stop_stage
Autofocus
1 tool - e.g. Run the configured autofocus device (e.g. a hardware focus lock) once; it moves the focus drive. If the result is outside the Z step or soft limits, the focus i
autofocus
Close
1 tool - e.g. Close the shutter (stop illuminating the sample) and abort any running acquisition.
close_shutter
Limitations (from the README)
- Objective crashes. Moving the focus drive toward the sample can drive the objective into the coverslip or dish. get_position / get_system_info report focus_direction (whether increasing Z moves the objective toward the sample, as declared by the device adapter; often unknown). Configure z_min_um / z_max_um for every microscope you connect. - Objective changes (set_objective) rotate the nosepiece and are marked as h
04 · Who maintains Micro-Manager Microscope
Micro-Manager Microscope is maintained by k-dense-ai. We track 32 MCP servers from k-dense-ai - 32 actively maintained, 9 combined GitHub stars, oldest repo from Sep 2026. Full record: all servers from k-dense-ai.
- Tecan Cavro Syringe Pump MCP server for Tecan Cavro syringe pumps (XLP 6000, XMP 6000, XCalibur) over the DT protocol. ★ 9
- Opentrons OT-2 / Flex MCP server for Opentrons OT-2 and Flex liquid-handling robots (HTTP API). ★ 9
- Atlas Scientific EZO Sensors MCP server for Atlas Scientific EZO sensor circuits (pH, ORP, DO, EC, RTD, HUM, CO2, PRS) over UART. ★ 9
- New Era Syringe Pump MCP server for New Era Pump Systems syringe pumps (NE-1000 family, RS-232). ★ 9
- Alicat Mass Flow & Pressure Controller MCP server for Alicat mass flow and pressure meters/controllers. ★ 9
- ASTM LIS Analyzer Receiver MCP server that receives results from clinical/lab analyzers over ASTM E1381/E1394 (CLSI LIS1/LIS2). ★ 9
05 · Facts
- repository
- github.com/k-dense-ai/lab-instrument-mcps
- category
- other - actively maintained as of 2026-09-30.
- registry
- io.github.K-Dense-AI/labmcp-micro-manager (active, first published 2026-09-25 · 4 versions)
- packages
- pypi:labmcp-micro-manager
06 · Micro-Manager Microscope FAQ
Is Micro-Manager Microscope still maintained?
Yes - as of 2026-09-30, its last commit was 2026-09-26. We re-verify nightly.
What can Micro-Manager Microscope do?
g. a hardware focus lock) once, close the shutter (stop illuminating the sample) and abort any running acquisition, read the camera exposure time in milliseconds, and read the XY stage and focus (Z) positions in micrometres, and which way increasing Z moves the objective.
How do I install Micro-Manager Microscope?
Run `uvx labmcp-micro-manager`. You can also paste the ready-made client config above.
Does Micro-Manager Microscope run locally?
Yes - it's a stdio server: it runs on your machine (via uvx) with your user's permissions. Your data stays local unless the server itself calls external APIs.
07 · Alternatives to Micro-Manager Microscope
Alternatives to Micro-Manager Microscope
Maintained other servers if Micro-Manager Microscope isn't the fit.
- Heyputer MCP Server Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more ★ 43,609 · 2026-09-29
- Server Commands An MCP server to run arbitrary commands ★ 39,168 · 2026-09-24
- basebalance.cloud - x402 RPC & MCP gateway USDC-gated Base JSON-RPC: free 10 req/min, $0.50 per 10k. Failover, cache, /mcp, ledger. ★ 6,763 · 2026-08-26
- Zotero MCP (54yyyu) Search, read, annotate, and add to your Zotero research library, local or web. ★ 5,203 · 2026-09-30
- Firebase MCP Gives AI development tools Firebase-specific capabilities and expertise. ★ 4,475 · 2026-09-30
- Microsoft Fabric MCP Server MCP tools for interacting with Microsoft Fabric ★ 3,722 · 2026-09-29
More MCP servers to compare · New Era Syringe Pump · Tecan Cavro Syringe Pump · IKA Hotplate & Overhead Stirrer · JULABO Circulator · Mettler Toledo Balance
More Python MCP servers · Opentrons OT-2 / Flex · see all