Search and filter RAG-capable MCP servers by query, categories, score, transport, and other criteria to find the right retrieval server for your task.
MIT
306,577 tools. Last updated 2026-07-25 15:05
"An MCP to access OpenAI's RAG system via API" matching MCP tools:
- Execute Python code with full system access for data processing, file operations, API calls, and system automation. Returns output and result, with persistent state across calls.MIT
- Configure an existing API key for MCP access by validating it and saving it to the .env file for future requests.MIT
- Query an AI Knowledge project with RAG to get LLM answers or retrieve document chunks as context.
- Authenticate with existing AI-Archive credentials to generate an API key for MCP client access.MIT
- Send messages to OpenAI's chat completion API using models like GPT-4o, GPT-4o-mini, o1-preview, or o1-mini for AI-generated responses.MIT
Matching MCP Servers
Viaofficial
Alicense-qualityBmaintenanceEnables routing context and execution across AI tools like Claude, Cursor, Windsurf, and ChatGPT with a shared memory, task board, and context bus, plus local file conversion.Last updated298Apache 2.0- Flicense-qualityBmaintenanceMCP server for a modular RAG system that enables natural language question answering over enterprise documents with intent-aware routing, adaptive retrieval, and citation-backed responses.Last updated
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Build and manage your design system with AI: tokens, themes, components, icons, Figma and code.
The most accurate web access API. Stop getting blocked.
- Retrieve a complete list of all files stored in the RAG system for document management and semantic search operations.MIT
- Send messages to OpenAI's chat completion API using models like GPT-4o, GPT-4o-mini, o1-preview, or o1-mini for AI-powered conversations and responses.MIT
- Add files to a RAG system for document retrieval, supporting PDF, DOCX, TXT, MD, CSV, and JSON formats to enable semantic search and information access.MIT
- Delete files from the RAG system to manage storage and maintain relevant content for retrieval-augmented generation tasks.MIT
- Remove stored files, vector memory, or all data from the RAG system to free storage space or reset the knowledge base.MIT
- Generates speech from text using OpenAI's TTS models with selectable voice and speed options.MIT
- Find relevant documents in the RAG system using semantic search with customizable similarity thresholds and result limits.MIT
- Configure your Figma API personal access token to enable AI assistants to interact with Figma files, comments, components, and team resources through the MCP server.
- Run comprehensive health checks for Git, GitHub API, system resources, and MCP server status to diagnose and resolve integration issues.
- Authenticate into the Directus CMS API to generate an access token using the MCP Server, enabling interaction with collections, items, files, and system data.
- Grant user access to an MCP server by specifying server and user IDs to enable AI assistant management of GoClaw gateway infrastructure.
- Guides users through generating a LabelGrid API token and adding it to their MCP client configuration to connect the server to their account.MIT
- Permanently delete an email template by its ID to remove deprecated templates. This action is irreversible and cannot be undone via API.MIT
- Fetch and cache all environment nodes to disk for efficient repeated access, reducing API calls and improving performance.MIT