MCP Servers

sep-mpc-server

A server for processing semantic embeddings, requiring external data files mounted via a Docker volume.

FMP MCP Server

Provides tools, resources, and prompts for financial analysis using the Financial Modelling Prep API.

Prompt Lab

Prompt optimization loops and regression test suites for Claude Code, with a companion web UI.

Kitsune MCP

Shape-shifting MCP hub — shapeshift() into 10,000+ servers at runtime. One entry point, no restarts, 7 registries.

xmp4

Hosted MCP for 800+ pre-indexed OSS libs: real source, callers, usages, tests. 11 languages. No API key.

Leeroopedia

The Brain that turns Generalist Agents into ML Experts.

Railagent

Provides structured workflows and tools for AI agents working with software development projects, with a specialized focus on Rails applications.

Percepta MCP Server

An AI-driven platform for frontend semantic cognition and automation.

Enoch

MCP server for the Enoch control plane: dispatch gates, evidence sync, provenance, and quality gates for long-running autonomous AI work.

nf-core MCP Server

Manage and navigate local nf-core pipeline repositories.

MCP Forge

Generate MCP servers using Smithery with Cursor IDE integration.

bash-vet-mcp

MCP server that vets LLM-emitted shell commands BEFORE execution. 30 detection rules across destructive file ops, package managers, system, database, git, network, exfiltration, privilege escalation. Sub-second, local, free.

Remote MCP Server (Authless)

A remote MCP server deployable on Cloudflare Workers that operates without authentication.

Shipcheck MCP

Run Shipcheck repo risk scans from MCP coding agents.

Website Generator MCP

An example MCP server designed for deployment on Cloudflare Workers, supporting both remote and local setups.