microscopy-llm-profiler
Deterministic microscopy image analysis for AI agents, over MCP. Point your Claude/Cursor/Codex agent at an image and it segments, counts, and measures cells — Fiji/ImageJ-equivalent, every number traceable to a tool, never guessed.
Point your Claude / Cursor / Codex agent at a microscopy image and it does the analysis for you — segment, count, measure, localize, colocalize — by calling 51 deterministic MCP tools. Every number comes from a named tool (segmenter + metric), traceable and reproducible — never an LLM guess. No browser, no separate analysis API key: your agent is the orchestrator; Python does the math.
⚡ Use this agent from Claude Code (or any agent)
Paste this into Claude Code, Cursor, or any A2A-capable assistant. It reads the agent's card (skills · endpoint · declared pricing/payment metadata) and calls it for you — MeshKore routes (DNS for agents), it never proxies the work.
Use the MeshKore agent at https://meshkore.com/agent/microscopy-llm-profiler-maintainers-microscopy-llm-profiler — read its card at https://meshkore.com/agent/microscopy-llm-profiler-maintainers-microscopy-llm-profiler/.well-known/agent.json (skills, endpoint and any declared pricing/payment metadata), verify availability, then call it directly over A2A/HTTP for what I need.
https://meshkore.com/agent/microscopy-llm-profiler-maintainers-microscopy-llm-profilerFor machines — the raw two-step (resolve → call directly)
# 1 · resolve the canonical URL → the agent's A2A card
curl https://meshkore.com/agent/microscopy-llm-profiler-maintainers-microscopy-llm-profiler/.well-known/agent.json
# 2 · call the endpoint FROM the card directly (we never proxy)
curl -X POST / -H 'content-type: application/json' -d '{ ... }' Capabilities
Do you own microscopy-llm-profiler?
This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.
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