A
licenseNot graded
qualityD
maintenanceConverts any REST API into MCP-compatible tools instantly by providing an OpenAPI/Swagger spec, enabling seamless integration with AI agents.
MIT
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"Analyzing user contributions to a GitLab self-hosted project using API token" matching MCP servers:
- AlicenseNot gradedqualityCmaintenanceActs as a bridge between standard REST/OpenAPI web APIs and the Model Context Protocol, dynamically converting REST endpoints into MCP tools for LLM clients like Cursor, Claude Desktop, and n8n.30Apache 2.0
- FlicenseNot gradedqualityBmaintenanceAutomatically converts OpenAPI/Swagger documents into MCP servers, enabling AI agents to call third-party REST APIs via the MCP protocol.
- AlicenseNot gradedqualityDmaintenanceDiscovers LLM models in real time from cloud providers and local Ollama instances, returning compatibility profiles and live pricing so AI agents can route tasks to the cheapest viable model without breaking tool calls or context clipping.9MIT
- FlicenseCqualityNot gradedmaintenanceEnables autonomous learning from interactions through pattern recognition and machine learning techniques. Continuously improves performance by analyzing tool usage, providing predictive suggestions, and sharing knowledge across MCP servers.82
- FlicenseAqualityCmaintenanceMCP server that enables AI assistants to run multi-step agent pipelines (e.g., Issue Analyst → Code Writer → Test Runner → PR Opener) from conversations, with support for Devin, shell, Python, and HTTP agents.7
- AlicenseNot gradedqualityBmaintenanceCoordinates multiple AI systems and human reviewers using Git as an inspectable record, providing tools for task management, evidence tracking, and independent review.1Apache 2.0
- AlicenseNot gradedqualityCmaintenanceAn MCP server that turns a one-sentence idea into working, tested code using a pipeline of six AI agents, with optional deployment.MIT
- FlicenseNot gradedqualityDmaintenanceProvides tools and integration for building OpenAI API agents, including function calling and fine-tuning data management.
- FlicenseNot gradedqualityBmaintenanceProvides pre-fetch routing intelligence for AI agents by recommending the cheapest reliable route (HTTP, browser, machine endpoint, or avoid) before visiting a URL.
- FlicenseAqualityDmaintenanceA multi-modal user intent collection MCP server that allows AI agents to ask users questions and receive text/image replies.11
- AlicenseAqualityBmaintenanceProvides full Devin API coverage via MCP servers, enabling programmatic management of sessions, knowledge, playbooks, secrets, schedules, and attachments, plus a documentation-only DeepWiki proxy.3334MIT
- AlicenseBqualityCmaintenanceEnables Claude to use Google Gemini as a secondary AI through MCP for large-scale codebase analysis and complex reasoning tasks. Supports both Gemini Flash and Pro models with specialized functions for general queries and comprehensive code analysis.4MIT
- AlicenseDqualityDmaintenanceA meta API Gateway server that works with the Model Context Protocol (MCP), enabling AI assistants to connect to any API and access real-world data sources through standardized MCP tools.705012MIT
- AlicenseNot gradedqualityBmaintenanceAn MCP server providing risk-aware API governance tools for AI agents. Agents call preflight checks before tool calls or merges to verify API contracts are safe. Returns risk score, blast radius, agent impact, economic cost, and a deterministic ALLOW/WARN/REQUIRE_APPROVAL/BLOCK decision. MCP endpoint: https://app.coderifts.com/mcpMIT
- AlicenseNot gradedqualityCmaintenanceAn MCP server that exposes any REST API to LLMs through runtime discovery, providing tools to browse endpoints, fetch schemas, and apply business rules without hardcoding or schema duplication.MIT
- AlicenseNot gradedqualityBmaintenanceMCP server that routes Claude Desktop chat into Claude Code, enabling headless execution and terminal handoff with session continuity.MIT
- AlicenseNot gradedqualityAmaintenanceProduction-ready MCP server providing RAG, hierarchical memory, and 8+ tools for AI agents via the Model Context Protocol.41Apache 2.0
- AlicenseNot gradedqualityCmaintenanceEnables AI agents to control a Playwright-driven browser through natural-language instructions, including page interaction and live browser task execution.MIT
- AlicenseNot gradedqualityCmaintenanceMCP server that lets you drive Claude Code sessions hands-free by voice from any MCP client, enabling remote models to send prompts, monitor progress, and get results read back.MIT
