Awesome MCP Servers

Put performance and error data directly in the hands of your AI assistant.

An MCP server for the Neuro-Symbolic Autonomy Framework (NSAF), enabling AI assistants to interact with the framework.

Provides call graph analysis for LLMs using the nuanced library.

Fetches comprehensive information about NuGet packages from the NuGet Gallery, including READMEs, metadata, and search functionality.

An intelligent robot control middleware for natural language interaction with industrial robots, powered by LLMs. It integrates with Universal Robots and supports real-time, multi-robot control.

MCP server helping models to understand your Vite/Nuxt app better.

A Next.js template for building MCP servers with OAuth 2.1 authentication, supporting PostgreSQL and Redis.

An Obsidian plugin that integrates Claude Code into your vaults via an MCP server.

An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.

An oclif CLI plugin that automatically discovers and serves commands via the Model Context Protocol (MCP).

A server for semantic code search and context generation across public and private repositories using LLMs.

Create and manage end-to-end tests using the Octomind platform.

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.

Interact with Odoo instances using the XML-RPC API. Requires configuration via environment variables or config files.

Integrates with Ollama to run local large language models. Requires a running Ollama instance.

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

Integrates Ollama's local LLM models with MCP-compatible applications. Requires a local Ollama installation.

A bridge to use local LLMs from Ollama within the Model Context Protocol.

Integrate local Ollama LLM instances with MCP-compatible applications.

A set of tools for managing miniapps, orchestrator apps, and dialog logs on the Omilia Cloud Platform (OCP).

Search and query Onyx programming language documentation and GitHub code examples.

A service framework supporting the Model Context Protocol (MCP) to integrate enterprise systems and AI platforms via RESTful, gRPC, and Dubbo protocols.

Generate and edit images using OpenAI's GPT-4o image generation and editing APIs with advanced prompt control.

Generate and edit images using OpenAI's GPT-4o and DALL-E APIs with advanced prompt control.

Generate and edit images using OpenAI's DALL-E models via the official Python SDK.

Invokes any OpenAPI specification through a Model Context Protocol (MCP) server.

Explore and analyze OpenAPI specifications from local files or remote URLs.

Exposes OpenAPI schema information to Large Language Models (LLMs). The server loads OpenAPI schema files specified via command line.

Token-efficient access to OpenAPI/Swagger specs via MCP Resources

A Go tool for converting OpenAPI specifications into MCP tools.

A tool to create MCP servers from OpenAPI/Swagger specifications, allowing AI assistants to interact with your APIs.