MCP Servers

Provides perfect memory for AI-assisted development by capturing project context snapshots, enabling natural language search, evolution tracking, and code intelligence.

CodeVF MCP

CodeVF MCP lets AI hand off problems to real engineers instantly, so your workflows don’t stall when models hit their limits.

Cyberlink MCP Server

Interact with the CW-Social smart contract on Cosmos-based blockchains.

WOOFi Pro

Provides over 40 comprehensive trading tools for WOOFi Pro and Orderly Network integration.

POX MCP Server

An MCP server for the POX SDN controller, enabling network control, management, and analysis using Python and OpenFlow.

Jenkins MCP Server

An MCP server for automating tasks and managing jobs on a Jenkins server.

Configurable Command MCP Server

A flexible MCP server that executes arbitrary command-line tools defined in a configuration file.

Skeleton UI Docs

An MCP server that exposes the Skeleton UI documentation as tools for coding agents.

JVM Diagnostics MCP

JVM diagnostics MCP server for thread dump and GC log analysis. Detects deadlocks, lock contention, and GC pressure. Runs via npx on Node.js — no JVM or Docker required.

Spring Boot Actuator MCP

Spring Boot Actuator MCP server — analyzes health, metrics, environment, beans, and startup endpoints. Detects configuration issues and security risks with actionable recommendations.

graphql-to-mcp

Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas.

Micromanage

A server for managing sequential development tasks with configurable rules using external .mdc files.

npm Registry MCP

Search packages, check versions, audit vulnerabilities and compare libraries directly from the npm registry (no API key required)

db-insight

connect a read-only replica, analytics database, or staging database. Keep credentials on your machine while the tool discovers schema, generates safe SQL, previews it for approval, runs the query, and summarizes the result.

Liquid

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Connect your agent to any HTTP API on the fly - discovers + maps any REST API once, then fetches typed data deterministically

FeedOracle Macro Intelligence

Deterministic macro regime engine for AI trading agents — RISK_ON / NEUTRAL / RISK_OFF / STRESS with transparent scoring rules.

vHAL MCP Server

Search Android Vehicle Hardware Abstraction Layer (vHAL) documentation and source code from a local repository clone.

Fetter MCP

Get the most-recent Python package without vulnerabilities, and more.

MCP Vaultwarden Connector

Provides a bridge for scripts and AI agents to interact with a self-hosted Vaultwarden instance.

AppStore MCP Server

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MCP server (Rust, rmcp) exposing the Apple App Store Connect API — apps, in-app purchases, subscriptions, pricing, versions/metadata, TestFlight, provisioning, and asset uploads, plus generic JSON:API tools.

Agentry Observability

Points agents to the canonical Agentry install docs for errors, product analytics, and deploy attribution.

Gaffer.sh

CI Memory For Agents and Teams

AI Skill Store

Agent-first skill marketplace — search, evaluate, and install skills across 7 AI platforms via MCP. Features Supply Loop where agents become contributors.

Testplane MCP

A server for Testplane that enables LLMs to interact with web applications.

return0

Debug your remote Node.js and Next.js applications directly from your AI IDE like Cursor.

TanStack MCP

Official-grade MCP server for the TanStack ecosystem. Real-time docs, search, and scaffolding.

Javadoc MCP

A Model Context Protocol (MCP) server for searching Java documentation. This server enables AI assistants to search and retrieve Java API documentation from JSON files.

MockHero

Generate realistic relational test data with 156 field types and 22 locales.

Kubernetes

Kubernetes MCP server with the top30 tools

Tinyman MCP

An MCP server for the Tinyman protocol on the Algorand blockchain, offering tools for swaps, liquidity provision, and pool management.