A
licenseA
qualityC
maintenanceAn MCP proxy that embeds tool definitions and returns only the top-k semantically relevant tools per query, reducing context usage and routing calls to upstream MCP servers.
2
MIT
72,290 servers. Updated
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"MCP aggregator service or tool" matching MCP servers:
- FlicenseAqualityCmaintenanceA scoped aggregator MCP server that routes intent to the 4-7 relevant finance tools from a 43-tool catalog, reducing token cost and improving tool-selection accuracy.4
- AlicenseAqualityAmaintenanceRead-only MCP server for VR.org providing live VR/AR/XR news, editorial, deals, headset comparisons, top games/apps, and Q&A through ten tools. Requires no API keys or configuration.1170MIT
- AlicenseAqualityDmaintenanceMCP server for Azure Service Bus that enables sending messages, inspecting queues and subscriptions, and purging test data. Complements the built-in Azure MCP server by adding write operations.19MIT
- AlicenseAqualityCmaintenanceConnects AI assistants to Jira Service Management instances, providing 40 tools for managing service desks, requests, comments, customers, organizations, queues, SLA, approvals, and attachments.401MIT
- AlicenseAqualityDmaintenanceProvides an MCP interface to the ROBOT command-line tool for OWL ontology editing, enabling operations like merging, reasoning, and conversion via natural language.261BSD 2-Clause "Simplified"
- AlicenseAqualityDmaintenanceEnables AI agents to recognize and extract text from images using PaddleOCR, supporting both file paths and base64 input with structured results including confidence scores and text positions.21MIT
- AlicenseAqualityCmaintenanceProvides real-time stock market data and analysis from Chinese markets through 34 MCP tools, including K-line charts, technical indicators, fundamental analysis, financial metrics, and market insights without requiring authentication or API tokens.3453MIT
- FlicenseBqualityDmaintenanceA minimal MCP server using FastMCP to demonstrate tool creation, including a get_weather example.1
- AlicenseCqualityDmaintenanceEnables access to Semrush Keyword Magic Tool API for SEO keyword research, including keyword overview analysis, finding millions of keyword suggestions, and discovering question-based keywords across different countries and languages.3MIT
- FlicenseAqualityBmaintenanceProvides MSP support tools (ticket search, draft response, KB search, update) with a deterministic security guardrail that refuses to draft responses for security tickets based on content scanning, even if mislabeled.5
- AlicenseAqualityBmaintenanceExposes OpenAI's gpt-image-2 and gpt-image-1.5 to Claude Code as a single tool for generating, editing, or composing images with automatic model selection.11MIT
- AlicenseAqualityAmaintenanceA universal MCP aggregator toolkit that connects AI agents to multiple MCP servers through a single unified configuration. Features ready-made templates, cross-repo prompt workflows, and an npm package for zero-config installation.512MIT
- AlicenseAqualityBmaintenanceEnables AI agents to self-report bugs, ambiguities, and improvement requests via a single report_issue tool, logging to PostgreSQL or JSONL with severity and mode classification.1LGPL 3.0
- AlicenseAqualityDmaintenanceFree MCP server for real-time cryptocurrency data. Get token prices, market overview, top movers, historical charts, and detailed token info directly in Claude Code, Cursor, or any MCP-compatible AI tool. Powered by CoinGecko with 70+ token mappings and built-in caching.5MIT
- AlicenseAqualityCmaintenanceProvides a structured map of 120 practical AI prompts across 6 business domains, enabling users to quickly generate complete prompts for specific tasks using slash commands or tools.216MIT
- AlicenseAqualityBmaintenanceA code review tool that generates detailed HTML review documents by comparing branches or commits, with author filtering and intelligent analysis.381MIT
- AlicenseAqualityBmaintenanceAn MCP server that provides utility tools for text analysis, URL metadata fetching, and temperature conversion.3MIT
- AlicenseAqualityFmaintenanceA Model Context Protocol implementation that plays sound effects (completion, error, notification) for Cursor AI and other MCP-compatible environments, providing audio feedback for a more interactive coding experience.31MIT
- AlicenseAqualityBmaintenanceRead-only ops/health MCP server for a local vLLM instance: health tiers, GPU/VRAM, service status.6MIT