agent-friend
Universal tool adapter — @tool decorator exports Python functions to OpenAI, Claude, Gemini, MCP, JSON Schema. Audit token costs.
Directory
Search MCP Servers
CallHub
Python-based MCP tool providing a comprehensive set of functions for managing contacts, phonebooks, agents, teams, campaigns, and other CallHub resources.
QuantConnect
Dockerized Python MCP server that lets LLMs like Claude or OpenAI o3 Pro autonomously create projects, backtest strategies, and deploy live-trading workflows…
MCP Sandbox
Execute Python code and install packages safely within isolated Docker containers.
ImageJ / Fiji
An MCP server for ImageJ/Fiji, implemented as a Python wrapper for Fiji functions.
Animated video MCP Server
Executes Manim Python animation scripts to generate and return videos.
Python Notebook MCP
Enables AI assistants to interact with local Jupyter notebooks (.ipynb).
Model Context Protocol servers
A collection of reference implementations for the Model Context Protocol (MCP), showcasing servers built with TypeScript and Python SDKs.
Code Sync MCP Server
Hot reload remote containerized Python applications directly from your IDE.
Fetter MCP
Get the most-recent Python package without vulnerabilities, and more.
polyglot
Polyglot is a uniform interface to 18 databases across 9 categories, usable as a Python/Java library or an MCP server for LLMs, with built-in guardrails.
Model Context Protocol servers
A collection of reference server implementations for the Model Context Protocol (MCP) using Typescript and Python SDKs.
open-context
A high-performance MCP server providing up-to-date documentation for Go, npm, Python, Rust, Docker, Kubernetes, Terraform, and more — fetched from official…
SYKE - AI Code Impact Analysis
Live dependency graph and impact analysis MCP server for AI coding agents. Runs PASS/WARN/FAIL build gates before code changes to prevent cascade failures…
CIE - Code Intelligence Engine
Local code analysis MCP server with 25+ tools: semantic search, call graph tracing, dependency analysis, and symbol navigation. Built with Tree-sitter and…
agent-godmode
A Python MCP package that gives your LLM agents complete file system and shell capabilities — production-ready, sandboxed, and wired to any LLM in minutes.
CodeClone
Structural code quality analysis for Python with baseline-aware CI governance, canonical reports, and a triage-first MCP control surface for agents and IDEs.
Model Context Protocol servers
A collection of reference implementations for the Model Context Protocol (MCP), showcasing servers implemented with TypeScript and Python SDKs.
Lowes Toolkit
Collection of specialized servers for dice rolling, price checking, notifications, and Lowe's-specific integrations with GitHub, Redis, PostgreSQL, and Google…
Secure Shell Executor
Provides a secure way to execute shell commands with robust validation, whitelisting, and timeout handling through an asyncio-powered Python implementation.
Blog Publisher
Enables AI assistants to publish blog content to external platforms through a Python-based server with standard and local execution modes for automated content…
Ux Skill
A deterministic, offline design-intelligence engine for AI coding tools. Replaces improvised UI generation with structured constraints plus a rule-based…
BumpGuard
BumpGuard is an MCP server for pre-flight dependency-upgrade analysis: before you bump a dependency, it reports which of your usages break, with line numbers…
Remote MCP Server on Cloudflare
# Remote MCP Server on Cloudflare Let's get a remote MCP server up-and-running on Cloudflare Workers complete with OAuth login! ## Develop locally ```bash #…