A local-first workbench for developing, inspecting, and benchmarking MCP servers against local (LM Studio, Ollama) or remote (OpenRouter) models —
A local-first workbench for developing, inspecting, and benchmarking MCP servers against local (LM Studio, Ollama) or remote (OpenRouter) models — Web UI, CLI, and
Building a good MCP server is empirical work, and you rarely do it alone anymore: a coding agent can run every benchmark and read every trace, but the numbers only get good when the developer stays in the loop — looking at the one run that failed, tightening a tool description or a rubric, deciding what to try next, and re-running. mcpscope is built for that partnership. It is not a benchmark harness an agent runs unattended, and not a GUI a developer drives by hand: every capability is exposed through a web UI shaped for a person and through a CLI and an MCP interface shaped for an agent, all over one shared
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claude mcp add mcpscope --env BACKEND_HOST=your-value -- npx -y mcpscope| Variable | Description | Required |
|---|---|---|
| BACKEND_HOST | Endpoint or connection string the server talks to. | Optional |
The original Chromium automation reference server — simple, screenshot-driven browser control.
Build a programmable telecommunications stack for connecting telephony services with the Internet via a cloud-based utility.
Model Context Protocol (MCP) is a protocol designed to establish a communication channel between large language models (LLMs) and external tools or data sources. It follows a client-server…
MCP server designed to enhance AI-assisted development in DevContainer environments. It provides file system operations and tools to facilitate seamless collaboration between AI assistants and…
Native MCP server for the Anthropic Admin API: org, workspaces, members, API keys, usage, costs.
Allow LLM to use Android Device