Stonefish Labs

Stonefish Labs

@Stonefish-Labs

Applied research in autonomous systems, agents, and AI black magic.

United States of America
Skills
11
Plugins
1
Installs
0

Most Used Tags

tools(9)mcp(8)fastmcp(6)software-engineering(6)python(3)response-formatting(1)agent-efficiency(1)oauth(1)

Published Resources

mcp-response-format

By Shared Context·
mcpresponse-formattingagent-efficiency
0

Optimize MCP tool responses for agent efficiency with structured and text outputs.

mcp-startup-patterns

By Shared Context·
mcpoauthasync
0

Prevent MCP server startup timeouts caused by blocking initialization code.

mcp-server-upgrade

By Shared Context·
mcpmigrationpython
0

Upgrade MCP servers to Python FastMCP 3.x from 2.x or JavaScript/TypeScript.

mcp-hybrid-architecture

By Shared Context·
mcparchitecturepython
0

Implement a Library-First Hybrid Architecture for MCP servers to enhance reusability and separation of concerns.

mcp-hitl-checkpoints

By Shared Context·
hitlagent-safetycheckpoints
0

Implement human-in-the-loop checkpoints to ensure agent safety and decision integrity.

mcp-tool-design

By Shared Context·
fastmcptool-designannotations
0

Design and register tools for FastMCP 3.x servers with best practices.

the-reef

By Shared Context·
marketplacepluginsfastmcp
0

The Reef is a public marketplace for Stonefish Labs plugins, offering a variety of tools for development and integration.

mcp-code-mode

By Shared Context·
fastmcpcode-modetool-discovery
0

Configure FastMCP CodeMode servers for efficient tool discovery and composition.

mcp-testing

By Shared Context·
mcptestingpytest
0

Test MCP servers efficiently using in-memory clients and pytest.

mcp-server-create

By Shared Context·
mcpfastmcppython
0

Quickly scaffold and build a new MCP server using Python FastMCP 3.x.

mcp-elicitations

By Shared Context·
fastmcpuser-inputforms
0

Framework for creating user data collection forms and workflows using FastMCP 3.

mcp-secrets

By Shared Context·
mcpsecretskeyring
0

Manage secrets and credentials in MCP servers using Python keyring.