"Methods to Communicate with AI Platforms: Litellm, GroqAI, and OpenAI" matching MCP servers:

• methods-mcp

  webwebb56

  A

  license

  -

  quality

  C

  maintenance

  Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.

  Last updated 2026-04-18

  Apache 2.0

• OpenAI and Claude MCP

  Spysailor

  A

  license

  -

  quality

  C

  maintenance

  A simple server that acts as a Master Control Program (MCP) for unified interaction with OpenAI and Anthropic (Claude) AI models through a single API endpoint.

  Last updated 2025-04-13

  9

  MIT

• md-to-pdf-with-mermaid-mcp

  polarnego

  F

  license

  A

  quality

  C

  maintenance

  An MCP server that converts Markdown files containing Mermaid diagrams into PDF documents by rendering diagrams as SVG images. It provides a specialized tool to automate document conversion while ensuring all visual charts are correctly embedded in the final output.

  Last updated 2025-08-27

  1

• MCP Server with OpenAI

  Dagudelot

  F

  license

  B

  quality

  C

  maintenance

  Enables automatic weather information retrieval through a custom MCP server integrated with OpenAI using Cloudflare tunnels. Demonstrates seamless function calling between OpenAI and custom MCP tools without manual intervention.

  Last updated 2025-08-15

  1

• AI Agent with MCP

  moises-paschoalick

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  license

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  quality

  C

  maintenance

  Enables AI agents to access user and message data through MCP resources, providing REST API integration for user management with paginated lists and thread tracking.

  Last updated 2025-06-27

  16

  2

  MIT

• MCP Qdrant Server with OpenAI

  amansingh0311

  F

  license

  -

  quality

  C

  maintenance

  This server enables semantic search capabilities using Qdrant vector database and OpenAI embeddings, allowing users to query collections, list available collections, and view collection information.

  Last updated 2025-07-17

  7

• OpenAI Assistant MCP Server

  snilld-ai

  F

  license

  B

  quality

  C

  maintenance

  Enables interaction with OpenAI's Chat Completion and Assistants APIs, supporting assistant management, file operations, and direct queries to GPT models through standardized MCP tools.

  Last updated 2025-06-27

  9

  2

• OpenAI MCP Server

  Supermaxman

  A

  license

  B

  quality

  C

  maintenance

  Provides tools to manage OpenAI API keys and spending through the OpenAI API. Requires an OpenAI admin API key for secure access to account management features.

  Last updated 2025-08-07

  2

  MIT

• MCP CSV Analysis with Gemini

  falahgs

  F

  license

  B

  quality

  C

  maintenance

  An MCP server that enables advanced CSV analysis and data visualization using Google's Gemini AI and Plotly. It allows users to perform exploratory data analysis, generate interactive charts, and conduct complex reasoning on tabular data.

  Last updated 2025-04-12

  3

  2

• openai-tool2mcp

  alohays

  A

  license

  B

  quality

  F

  maintenance

  A lightweight bridge that wraps OpenAI's built-in tools (like web search and code interpreter) as Model Context Protocol servers, enabling their use with Claude and other MCP-compatible models.

  Last updated 2025-03-13

  4

  12

  MIT

• OpenAI MCP Server

  thadius83

  A

  license

  C

  quality

  C

  maintenance

  Enables integration with OpenAI models through the MCP protocol, supporting concise and detailed responses for use with Claude Desktop.

  Last updated 2025-02-20

  1

  3

  MIT

• OpenAI MCP Server

  pierrebrunelle

  A

  license

  C

  quality

  C

  maintenance

  Query OpenAI models directly from Claude using MCP protocol.

  Last updated 2024-11-28

  1

  81

  MIT

• Open AI Text To Speech1 MCP

  BACH-AI-Tools

  A

  license

  -

  quality

  C

  maintenance

  Enables users to convert text into high-quality audio by accessing the OpenAI Text-to-Speech API. It supports customizable model selection and voice options for synthesized speech generation via the MCP protocol.

  Last updated 2025-12-07

  1

  MIT

• OpenAI MCP

  jezweb

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol server enabling AI assistants to generate images through OpenAI's DALL-E API with full support for all available options and fine-grained control.

  Last updated 2025-06-09

  9

  1

  MIT

• OpenAI MCP Server

  NimbleBrainInc

  A

  license

  -

  quality

  -

  maintenance

  Provides comprehensive access to OpenAI's API capabilities including chat completions, image generation, embeddings, text-to-speech, speech-to-text, vision analysis, and content moderation. Enables users to interact with GPT models, DALL-E, Whisper, and other OpenAI services through natural language commands.

  Last updated 2025-10-09

• OpenAI MCP Server

  arthurcolle

  F

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol server implementation that enables connection between OpenAI APIs and MCP clients for coding assistance with features like CLI interaction, web API integration, and tool-based architecture.

  Last updated 2025-05-21

  35

• Skill-to-MCP

  biocontext-ai

  A

  license

  A

  quality

  B

  maintenance

  Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

  Last updated 2026-02-27

  3

  24

  Apache 2.0

• MCP Simple OpenAI Assistant

  andybrandt

  A

  license

  A

  quality

  -

  maintenance

  A simple MCP server for interacting with OpenAI assistants. This server allows other tools (like Claude Desktop) to create and interact with OpenAI assistants through the Model Context Protocol.

  Last updated 2025-09-12

  9

  37

  MIT

• OpenAI WebSearch MCP Server

  ConechoAI

  A

  license

  A

  quality

  C

  maintenance

  One click installation & Configuration，access to OpenAI's websearch functionality through the Model Context Protocol。

  Last updated 2025-09-12

  1

  89

  MIT

• openai-images-mcp

  sam-david

  F

  license

  A

  quality

  C

  maintenance

  An MCP server for generating and editing images using OpenAI's GPT Image and DALL·E models. It provides tools for image generation, editing, variation creation, and model listing with support for multiple AI models.

  Last updated 2026-04-18

  4