MCP server that extracts complete knowledge from any codebase — architecture, patterns, dependencies, API surface Below are 39 frameworks & sdks apps with similar functionality to ferret-mcp, matched by what each product actually does — not ranked or scored. Explore each to find the closest fit for your use case.
Helps AI assistants access text content from bot-protected websites. MCP server that fetches HTML/markdown from sites with anti-automation measures using Scrapling.
MCP server that collects articles from 1100+ RSS feeds across 150+ countries
Simple MCP Client to quickly test and explore MCP servers from the command line
fc-mcp is an open-source Python package that implements client challenge protocols. It is distributed via PyPI, licensed under MIT, and provides a command-line interface for developers to integrate challenge-response mechanisms into their applications.
Security scanner for MCP (Model Context Protocol) servers - pentest your AI agent's tool connections
MCP server for Link local agent memory — remember, recall, search, context, and graph traversal
A MCP server which proxies requests to a remote MCP server over streamable HTTP or SSE.
MCP server for Keysight CyPerf network testing platform
The package manager for MCP servers — install and configure in one command.
AI cross-context synchronization layer — shared knowledge base MCP server for Claude Code, Copilot, and Codex
MCP server for Sentinel QA — manage test cases from any AI assistant
MCP (Model Context Protocol) server for pyscn Python code analyzer
Lookup MCP servers in the official MCP Registry by name or URL.
cangjie-mcp is an open-source MCP server for the Cangjie programming language, offering documentation search and code intelligence features. It enables advanced language tooling and integration for developers working with Cangjie. Distributed under the MIT license.
CLI scaffold tool for mcp-forge — generate MCP server projects in seconds
Single-binary MCP server for embedded BangC, CNRT, and CNNL documentation search.
MCP server for LibreNMS management
fc-mcp-external is an open-source Python package distributed via PyPI, offering MCP-related functionality through a CLI or library interface. It is licensed under MIT and is intended for developers needing to integrate or extend MCP workflows.
MCP server wrapping the ROBOT ontology CLI tool
wet-mcp is an open-source MCP server that enables web search, extraction, crawling, and academic research with embedded SearXNG. It is designed for researchers and developers needing customizable, self-hosted search and data extraction capabilities.
Turn any MCP server or OpenAPI spec into a CLI
Reconnaissance and known-issue scanner for Model Context Protocol (MCP) servers
MCP Server bridging to LSP servers for structured code introspection
Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detection and cross-platform compatibility.
Convert MCP server tools into hierarchical CLI commands and agent Skills
Security scanner for MCP servers — detect prompt injection, credential leaks, exposed endpoints, and tool poisoning
Pure-Python MCP server exposing the beebjit BBC Micro emulator to MCP-speaking clients over stdio JSON-RPC
CI gate for MCP servers
MCP Meta-Orchestrator for Forge — routes, secures, budgets, and caches tool calls across N upstream MCP servers.
MCP server for Google Merchant Center on Merchant API v1. MIT-licensed, pip install-able, 126 tools across 19 modules with audit log, rollback, and dry-run.
Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detection and cross-platform compatibility.
Works With Agents MCP Server — 14 native tools for AI agent infrastructure. Facts, Pitfalls, Skills, Handoff Protocol, Blueprint Registry, Trust Scores, Identity Verification, SLA Validation, Compliance-as-Code.
FastMCP proxy server with tool-call elicitation middleware
AI-powered security code review MCP server for Claude Code — combines CodeQL, Semgrep (5,000+ rules), bandit, detect-secrets, Dependabot CLI, osv-scanner, Trivy (Docker image scanning), pip-audit, and npm-audit
MCP server that exposes a Telegram bot
Test your MCP server like you test an API — declarative YAML, CI-ready, zero boilerplate.
MCP server for the Qiskit Code Assistant
A production-grade Model Context Protocol (MCP) server for Wireshark
Turn harness internal tools into a standard MCP server — compatible with Claude Code, Codex, OpenCode, and more.
