MCP Servers

Juniper Junos MCP Server

★ 98

An MCP server for interacting with Juniper Junos network devices using LLMs.

Vibe Coder

★ 98

An advanced MCP server for semantic routing, code generation, workflows, and AI-assisted development.

Octopus Deploy Official MCP Server

★ 98

The Octopus MCP Server provides your AI assistant with powerful tools that allow it to inspect, query, and diagnose problems within your Octopus instance, transforming it into your ultimate DevOps wingmate.

Cycode

★ 98

Boost security in your dev lifecycle via SAST, SCA, Secrets & IaC scanning with Cycode.

MCP Create Server

★ 97

A service for dynamically creating, running, and managing Model Context Protocol (MCP) servers.

Photon

★ 97

A TypeScript framework that turns a single class into an MCP server, CLI tool, and web dashboard with a marketplace of 35 ready-made photons.

plugged.in App

★ 97

A web app for managing MCP servers, offering a unified interface to discover, configure, and utilize AI tools.

Snak

★ 96

An agent engine for creating powerful and secure AI Agents powered by Starknet.

Ollama MCP Bridge

★ 95

A bridge API service connecting Ollama with Model Context Protocol (MCP) servers.

MCP Shell

★ 90

Execute secure shell commands from AI assistants and other MCP clients, with configurable security settings.

MCP LSP Go

★ 90

An MCP server that connects AI assistants to Go's Language Server Protocol (LSP) for advanced code analysis.

CCXT MCP Server

★ 90

Interact with over 100 cryptocurrency exchange APIs using the CCXT library.

UML-MCP

★ 88

A diagram generation server supporting multiple UML and other diagram types, with various output formats. It integrates with rendering services like Kroki and PlantUML.

ReAPI OpenAPI

★ 87

Serves multiple OpenAPI specifications to enable LLM-powered IDE integrations.

Feishu MCP Server

★ 85

An MCP server with built-in Feishu OAuth authentication, deployable on Cloudflare Workers.

JVM MCP Server

★ 85

A server for monitoring and analyzing Java Virtual Machine (JVM) processes using Arthas, with a Python interface.

CircleCI

★ 84

Enable AI Agents to fix build failures from CircleCI.

CodeAlive MCP

★ 82

Provides semantic code search and codebase interaction features via the CodeAlive API.

Octomind

★ 82

Open-source AI agent runtime CLI in Rust — MCP host with dynamic server registration, 48+ specialist agents, and 13+ LLM providers.

Any OpenAPI

★ 82

A server that dynamically creates MCP endpoints from any OpenAPI specification URL.

onUI

★ 81

Annotate elements, draw regions, and ship cleaner UI faster.

Ludus

★ 81

A Model Context Protocol (MCP) server for automating Ludus v1 and v2 cyber range environments through AI assistants. 190+ tools for range management, blueprints, groups, templates, scenarios, and SIEM integration.

Tabby-MCP-Server

★ 81

A Tabby plugin implementing an MCP server for AI-powered terminal control and automation.

Optuna MCP Server

★ 80

Automate optimization and analysis using Optuna.

Harness

★ 78

Access and interact with Harness platform data, including pipelines, repositories, logs, and artifact registries.

Multiverse MCP Server

★ 77

A middleware server for running multiple, isolated instances of MCP servers with unique namespaces and configurations.

QuantConnect

★ 77

A server for local interactions with the QuantConnect API.

PydanticRPC

★ 77

A Python library for building gRPC/ConnectRPC services with Pydantic models, featuring automatic protobuf generation and AI assistant tool exposure.

Sverklo

★ 76

Local-first code intelligence MCP server. Hybrid BM25 + ONNX vector search, symbol-level impact analysis, diff-aware PR review with risk scoring, and persistent memory tied to git state. 20 tools, MIT licensed.

pyATS

★ 75

Interact with network devices using Cisco's pyATS and Genie libraries for model-driven automation.