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maintenanceClassifies development task complexity (LIGHT/MEDIUM/HEAVY) and recommends the most cost-efficient AI model per provider, enabling optimized model selection for coding tasks.
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"Improving the Intelligence of Large Language Models" matching MCP servers:
- AlicenseAqualityAmaintenanceRead-only, source-linked news intelligence for AI agents: search The Neural Ledger's stories, retrieve story details with citations and revision history, and resolve related entities and assets. It is an evidence layer, not a trading or execution service.82MIT
- AlicenseAqualityBmaintenanceEnables intelligent handling of large files through smart chunking, search with regex support, line navigation, and streaming capabilities without loading entire files into memory.63619MIT
- AlicenseAqualityBmaintenanceReal-time video intelligence10176MIT
- AlicenseAqualityCmaintenanceProvides MCP tools to search, retrieve, and answer questions from the public Open Finance Brasil Confluence documentation using BM25-based local indexing.4MIT
- AlicenseAqualityCmaintenanceEnables downloading real binary files from Egnyte and uploading large files with chunked support, complementing the official Egnyte MCP connector.5Apache 2.0
- FlicenseBqualityDmaintenanceMCP server that lists available GitHub Models and compares responses from multiple models for the same prompt.1
- AlicenseAqualityDmaintenanceMCP server that wraps Shopify, Amazon, and Google Maps intelligence tools. AI agents pay autonomously in USDC on Base via x402 — no API keys or accounts needed.62MIT
- AlicenseAqualityBmaintenanceEnables generating UI design rules, fetching color palettes, and retrieving brand design references from over 328 brands.2910MIT
- FlicenseAqualityCmaintenanceEnables structured learning with a verified loop: define goals as observable claims, learn through teach-lab-test-gate per claim, and get independently graded by an adversarial examiner to ensure genuine progress.6
Apitomy Data Models MCPofficial
AlicenseBqualityAmaintenanceAn MCP server that wraps the @apitomy/data-models library for querying, validating, and editing OpenAPI and AsyncAPI documents.10015Apache 2.0- AlicenseBqualityCmaintenancex402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global equities, crypto/DeFi, prediction markets, gov/legal, research, infra) settled in USDC on Base mainnet via the Coinbase CDP facilitator. No API keys or accounts — the x402 payment is the auth. Remote MCP at https://the-stall.intuitek.ai/mcp.1006MIT
- AlicenseBqualityDmaintenanceAgent payments ecosystem intelligence. Scans GitHub, Hacker News, and npm for activity across AP2, ACP, x402, MPP, and UCP protocols. Returns scored and classified opportunities. Free protocol info and comparison, paid scan via x402 USDC3351MIT
- AlicenseAqualityCmaintenanceAn MCP server that provides access to the Library of Babel, allowing users to retrieve exact page contents by address, search for text to find its location, and generate random pages.4151ISC
- AlicenseAqualityDmaintenancePersistent memory for AI agents. Store, recall, and share knowledge across sessions with five MCP tools: remember, recall, context, forget, and share. Includes semantic search and agent/user/org scoping.52Apache 2.0
- AlicenseAqualityBmaintenanceA unified MCP server for academic paper discovery, citation exploration, and research intelligence workflows over multiple scientific knowledge sources.71MIT
- AlicenseAqualityAmaintenanceProduct entry point and evidence-discipline layer for strategic intelligence agents.246MIT
- AlicenseAqualityAmaintenanceMCP server for managing i18n translation files — gives your AI agent full control over your app's translations without dumping entire locale files into context.1325110MIT
- AlicenseAqualityFmaintenanceEnables research on prospects, pull call transcripts, and enrich leads using Gong, ZoomInfo, Clay, and LinkedIn Sales Navigator through natural language.161MIT
- AlicenseAqualityAmaintenanceFree, self-hosted MCP server that reports which URLs ChatGPT, Claude, Perplexity, Gemini, and Bing cite for any query. Install with npx -y @automatelab/citation-intelligence.241178MIT
