"GPT-SoVITS MCP (Model Context Protocol) Integration" matching MCP servers:

• GPT-SoVITS MCP Server

  ganpare

  F

  license

  -

  quality

  D

  maintenance

  Enables text-to-speech synthesis and voice cloning through GPT-SoVITS API integration. Supports multiple languages (Chinese, English, Japanese, Korean, Cantonese), dynamic model switching, and reference audio-based voice quality replication.

  Last updated 2025-06-27

  2

• model-context-protocol

  arkapatra31

  A

  license

  -

  quality

  D

  maintenance

  MCP server enabling real-time weather queries via Tavily API and internet usage data by country via MongoDB.

  Last updated 2026-03-22

  Apache 2.0

• Model Context Protocol

  shubhamauti9

  A

  license

  -

  quality

  D

  maintenance

  A production-ready MCP server template that connects LLMs and AI agents to external data, tools, and services with built-in OAuth 2.1 authentication, Redis-backed session management, and a modular tools engine.

  Last updated 2026-02-12

  1

  MIT

• Model Context Protocol (MCP)

  ellenfel

  A

  license

  -

  quality

  D

  maintenance

  A basic Python implementation of a Model Context Protocol server for educational purposes, using FastAPI and WebSockets.

  Last updated 2025-03-31

  244

  MIT

• Vibe Model Context Protocol

  non-npc

  A

  license

  -

  quality

  D

  maintenance

  A Python-based server for managing and analyzing code context for AI-assisted development. Provides real-time code analysis, project structure analysis, dependency tracking, and secure API endpoints.

  Last updated 2025-05-11

  15

  MIT
• 

  Model Context Shellofficial

  StacklokLabs

  A

  license

  -

  quality

  B

  maintenance

  Enables AI agents to compose MCP tool calls into Unix-style pipelines, executing complex workflows server-side and returning only the final result.

  Last updated 2026-06-18

  20

  Apache 2.0

• Slack Gitlab Digest Model

  chaodonghu

  F

  license

  -

  quality

  D

  maintenance

  Summarizes Slack activity and GitLab merge requests with OpenAI to help generate daily standups, weekly reports, or quarterly check-ins.

  Last updated 2026-01-12

• Model Context Protocol Server

  arkeodev

  A

  license

  -

  quality

  D

  maintenance

  Provides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.

  Last updated 2025-04-27

  2

  MIT

• Model Context Protocol Demo

  digital-duck

  A

  license

  -

  quality

  D

  maintenance

  A demonstration server for the Model Context Protocol (MCP) that exposes calculator and Yahoo Finance tools, allowing LLMs to interpret natural language requests and make tool calls via the MCP standard.

  Last updated 2025-06-09

  1

  Apache 2.0

• MCP Context Server

  dotteduniverse

  F

  license

  -

  quality

  D

  maintenance

  A secure multi-tenant server that provides real-time context to LLMs via REST API, using JWT authentication and PostgreSQL row-level security for tenant isolation.

  Last updated 2026-03-23
• 

  Square Model Context Protocolofficial

  square

  A

  license

  A

  quality

  D

  maintenance

  Enables AI assistants to interact with Square's Connect API through the Model Context Protocol standard, allowing for operations like managing customers, processing payments, and handling inventory.

  Last updated 2026-04-09

  3

  1,342

  100

  Apache 2.0
• 

  Clicks Protocolofficial

  clicks-protocol

  A

  license

  A

  quality

  B

  maintenance

  Autonomous DeFi yield for AI agents on Base. Query APY rates, agent status, payment splits, and referral stats. 4 read-only tools + 1 resource.

  Last updated 2026-04-25

  9

  1

  MIT

• Spotify Model Context Protocol

  belljustin

  A

  license

  A

  quality

  D

  maintenance

  Enables creating Spotify playlists based on text descriptions by connecting Cursor editor to Spotify's API through OAuth authentication.

  Last updated 2025-04-28

  3

  3

  MIT
• 

  CMR Model Context Protocolofficial

  podaac

  F

  license

  B

  quality

  D

  maintenance

  An MCP server that integrates AI retrievals with NASA's Common Metadata Repository (CMR), allowing users to search NASA's catalog of Earth science datasets through natural language queries.

  Last updated 2026-04-12

  1

  4

• Model Context Protocol (MCP)

  hideya

  A

  license

  B

  quality

  C

  maintenance

  This server facilitates the invocation of AI models from providers like Anthropic, OpenAI, and Groq, enabling users to manage and configure large language model interactions seamlessly.

  Last updated 2026-02-13

  2

  13

  MIT

• Aviation Model Context

  blevinstein

  A

  license

  B

  quality

  F

  maintenance

  Integration platform for aviation data sources including weather, NOTAMs, airport information, and flight planning APIs, enabling comprehensive pre-flight preparation and in-flight decision support.

  Last updated 2025-05-13

  1

  7

  9

  MIT

• Model Context Protocol Server

  hyen43

  F

  license

  C

  quality

  D

  maintenance

  A server built with mcp-framework that allows users to extend Claude's capabilities by adding custom tools that can be used through the Claude Desktop client.

  Last updated 2025-04-21

  3

  30

• Telos Model Context Protocol

  AporiaLabs

  F

  license

  C

  quality

  D

  maintenance

  An MCP server providing access to Telos, a philosophical AI mentor that combines rationalist thinking with stoic philosophy to offer personalized guidance and smart contract accountability on Solana.

  Last updated 2025-07-27

  1

  15

  1

• AWS Model Context Protocol

  alexei-led

  A

  license

  -

  quality

  C

  maintenance

  A lightweight service that enables AI assistants to execute AWS CLI commands through the Model Context Protocol (MCP), allowing AI tools to retrieve AWS documentation and interact with AWS services.

  Last updated 2026-02-27

  182

  MIT

• Apify Model Context Protocol

  ampcome-mcps

  A

  license

  -

  quality

  D

  maintenance

  Enables AI assistants to use Apify Actors as tools to perform specific tasks like web scraping, data extraction, and searching across various platforms through the Model Context Protocol.

  Last updated 2025-07-15

  19,922

  Apache 2.0