mcp-toolbox
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@mcp-toolboxsearch ./src for FIXME"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
mcp-toolbox
Product/PM angle: A plug-and-play MCP tool server — add capabilities to any MCP-compatible agent (Claude Desktop, etc.) by registering pure-Python tools with zero boilerplate.
An MCP (Model Context Protocol) server exposing a growing library of agent tools: file search, reliability scoring, and prompt injection detection.
Status — milestone roadmap
Tag | Milestone | Status |
m1 | Package scaffold, tool registry, | Done |
m2 |
| Done |
m3 | Config system, CLI ( | Done |
m4 | Demo script, edge-case tests, manifest dump | Done |
Related MCP server: production-grade-mcp-agentic-system
Installation
pip install -e ".[dev]" # dev + tests
pip install -e ".[server]" # includes mcp SDK + pyyamlUsage
mcptb list # list registered tools
mcptb dump # JSON manifest of all tools
mcptb serve # start MCP server (requires [server] extra)Use from Claude Desktop
Requires the
[server]extra — install it first:pip install -e ".[server]"This pulls in the
mcpSDK (the stdio transport) andpyyaml.
Add to your Claude Desktop claude_desktop_config.json:
{
"mcpServers": {
"mcp-toolbox": {
"command": "python",
"args": ["-m", "mcp_toolbox.cli", "serve"],
"env": {}
}
}
}The server uses stdio transport (as required by the MCP spec) and
registers every tool in the registry automatically. The mcp package is
lazy-imported inside serve(), so the rest of the CLI (mcptb list,
mcptb dump) works without the [server] extra installed.
Tools
repo_search(directory, keyword, file_pattern="*.py")
Keyword search over a directory tree. Returns [{file, line_no, line}].
reliability_score(answer, context)
Heuristic faithfulness score (0-1) for an answer vs. its context. Returns {score, details}.
redteam_scan(text)
Detects prompt injection / jailbreak patterns. Returns {risk_level, flags, score}.
This server cannot be deployed
Maintenance
Related MCP Connectors
Nifty's MCP server — exposes tasks, projects, messages, and files as tools for AI agents.
MCP server connecting AI agents to 100+ apps (Gmail, Slack, Notion, GitHub) via one-click OAuth.
MCP-first toolbox for agents: KV storage, auth, queue, and utility tools. Free in early access.
MCP server for building and testing AI agents with multi-model experimentation and insights.
Related MCP Servers
- AlicenseNot gradedqualityNot gradedmaintenanceA lightweight and fast MCP server that enables AI agents to efficiently discover and execute tools through progressive disclosure, minimizing context consumption while supporting safe code execution in external environments.7 npm-
- AlicenseNot gradedqualityDmaintenanceA production-grade MCP server designed for multi-tenant, authenticated, and observable AI agent systems, enabling secure tool execution across heterogeneous data sources.64MIT
- AlicenseNot gradedqualityAmaintenanceProduction-ready MCP server providing RAG, hierarchical memory, and 8+ tools for AI agents via the Model Context Protocol.42Apache 2.0
- FlicenseCqualityCmaintenanceA security-first MCP server that provides LLMs with structured tools for filesystem, process, search, build/test/lint, IDE integration, and more.402-