OrangePro MCPofficial
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licenseA
qualityB
maintenanceAnalyzes code to map behaviors, identify untested gaps, and generate grounded integration tests that actually run.
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MIT
Best OpenAI MCP Servers
OpenAI is an AI research and deployment company dedicated to ensuring that artificial general intelligence benefits all of humanity.
Why this server?
Enables test generation using OpenAI's models.
Why this server?
Allows OpenAI assistants (like ChatGPT/Codex) to connect to a BillingServ account for querying billing data and performing actions such as creating invoices or support tickets.
BillingServ MCPofficial
AlicenseAqualityBmaintenanceThis is an MCP server for the BillingServ API. Once it's set up, your AI assistant can look up customers, invoices, orders, packages, and reports straight from your BillingServ installationLast updated43380MITWhy this server?
Allows OpenAI GPT models to fetch market data, screen entities, and access financial endpoints via Sugra API.
Sugra API MCPofficial
AlicenseAqualityAmaintenanceGateway connector between LLM agents and world data, providing access to financial market prices, macroeconomic indicators, and news through a bundled endpoint catalog.Last updated882MITWhy this server?
Provides integration with OpenAI's API for chat completion with automatic verification and self-healing.
AlicenseAqualityAmaintenanceVerifies AI outputs in real-time across 6 dimensions, with automatic retry and failover to ensure correct, complete, and reliable LLM responses before they reach the user's editor.Last updated851,5661Apache 2.0Why this server?
Allows querying Speak AI workspace for transcripts, summaries, action items, sentiment, and themes from within ChatGPT.
Speak AI MCP Serverofficial
AlicenseAqualityBmaintenanceConnects Speak AI transcription and insight data to Claude and ChatGPT, enabling natural language queries for summaries, action items, and quotes from recordings.Last updated100745MITWhy this server?
Integrates with OpenAI-compatible vision models to analyze images, providing image descriptions or answering prompts about image content.
AlicenseAqualityBmaintenanceMCP server that provides an analyze_image tool using OpenAI-compatible vision LLMs to describe images from file paths, URLs, or base64 data.Last updated21351MITWhy this server?
Provides OpenAI tool-wrapping examples, allowing OpenAI-based agents to access TempGuru's staffing tools.
AlicenseAqualityBmaintenanceMCP server for W-2 event staffing across 300+ US and Canadian markets. Five read-only lookups (city coverage, staffing roles, all-inclusive W-2 rate ranges, lead-time guidance, and state-by-state compliance) plus an opt-in request_quote tool that submits a structured staffing request to TempGuru for a human-reviewed quote. No authentication required; connect with the URL alone.Last updated61072MITWhy this server?
Automatically routes requests to OpenAI directly, bypassing Tor, as OpenAI blocks Tor traffic.
AlicenseAqualityCmaintenanceRoutes web requests from AI tools through Tor for anonymized fetching, with selective per-URL routing to bypass Tor-blocking sites.Last updated841MITWhy this server?
Uses OpenAI to enable semantic search capabilities, allowing users to discover RAG-related MCP servers through natural language queries and embeddings-based matching.
AlicenseAqualityCmaintenanceMapRag is a discovery + routing layer for retrieval. It indexes RAG-capable MCP servers, enriches them with structured metadata, and helps agents (and humans) quickly find the right retrieval server for a task under constraints like citations, freshness, privacy, domain, and latency. MapRag does not do RAG itself. It helps you choose the best RAG tool/server to do the retrieval.Last updated13,24665MIT
