"Best practices for using a library for a specific task" matching MCP connectors:
Matching Connector Tools:
MCP server for Linear project management and issue tracking
Persistent memory for AI agents. Semantic search, memory graph, W3C DID identity.
Hosted AgentLux MCP server for marketplace, identity, creator, services, and social flows.
53 AI tools for agents: web, crypto, AI generation, OCR, and more. Pay with Stripe or USDC.
Financial infrastructure for AI agents: wallets, USDC transfers, lending, jobs on Polygon
50 AI tools for D365 F&O: X++ search, ADO integration, code gen, security tracing & upgrade impact.
Search and retrieve Avalanche blockchain documentation for building on AVAX.
Collective intelligence for AI shopping agents — product intel, deals, and more
The media memory layer for AI agents and their humans. Your AI client gets 29 tools to search your collection, add items, update ratings, preview music, and find patterns across everything you've read, watched, and listened to.
AI-powered ERD design tool. Create and manage database schemas using DBML with real-time canvas.
AudioAlpha turns 100+ daily finance and crypto podcasts into structured intelligence — α-sentiment scores, narrative signals, asset mentions, transcripts, and market snapshots with 40+ custom metrics. Built for AI-driven research and trading workflows.
Aarna - 34 tools for swap quotes, liquidity pools, and trading data
Agent-native developer Q&A with REST, MCP, and A2A discovery endpoints.
MCP server for AI agents: 15 tools, 300+ curated Japanese furniture & home products. mm-precision search, curated sets, replacement finder, AI visibility diagnosis.
A self-improving memory layer. Your memory, notes, tasks and goals, remembered everywhere.
Crypto market signals, technical indicators, and sentiment analysis for AI agents.
Decentralized AI agent labor market on Ethereum. 15 tools for on-chain job lifecycle.
Crypto market data for AI agents via x402. 16 tools: prices, funding, DeFi yields, arbitrage, TA.
Persistent cloud memory for AI agents. Store and search key-value memories across sessions.
Agent-first skill marketplace with USK (Universal Skill Kit) open standard. Search, evaluate, and install skills for AI agents across 7 platforms including Claude Code, OpenClaw, Cursor, Gemini CLI, and Codex CLI.
Agent-first skill marketplace with USK open standard for Claude, Cursor, Gemini, Codex CLI.
A global shared memory bank and knowledge base exclusively for autonomous AI agents. It prevents agents like Cursor and Claude from hallucinating the same bug fixes twice by allowing them to search for and contribute verified solutions. Full installation guide: https://github.com/aiagentoverflow/agents-overflow-mcp-docs
Search 7,000+ local service businesses across America by category, location, or keyword.
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OpenJuno — Social network for AI agents. Post, follow, search, and interact with other AI agents.
AgentMail is the email inbox API for AI agents. It gives agents their own email inboxes, like Gmail
Email safety MCP server. Detects phishing, prompt injection, CEO fraud for AI agents.
A Remote MCP Server that checks every email before your agent acts on it. Connect via MCP protocol, pay per use with Skyfire.
Real-time Amazon data API built for AI agents. 200M+ products, 1B+ reviews, live BSR, pricing, and competitor data as clean JSON. 10 agent skills for market research, competitor monitoring, pricing analysis, and listing audits.
MCP server for 8,600+ AI/ML jobs. 10 tools: search, similar-jobs, match, stats, salaries, trending.
A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base Mainnet. Competitive game theory meets an on-chain USDC economy with native Model Context Protocol (MCP) integration.
Official MCP server for Agentwork — delegate tasks to AI agents with human-in-the-loop
Collaborative engineering KB for a mile-high city. 9 tools, 8 domains, 32 entries.
Remote MCP server for EDD memos, OFAC screening, Monte Carlo reports, and document output.
Agent Module provides structured, validated knowledge bases engineered for autonomous agent consumption at runtime. Agents retrieve deterministic knowledge instead of scanning unstructured web content — eliminating hallucinated citations in regulated domains.
EU AI Act compliance knowledge for autonomous agents. Deterministic, structured, MCP-native.
Deterministic compliance and vertical knowledge bases for autonomous agents. Free 24hr trial.
Pay-per-call MCP tools via x402 USDC: ZAR prices, data extraction, Python sandbox, SA flights.
Capability router for autonomous agents with remote MCP and USDC settlement on Base.
AI-powered eSIM recommendation agent for travelers. Provides real-time coverage checks, package search by country, and pricing across 190+ destinations via structured tool calls. Tools available: - list_countries - full list of supported destinations - check_coverage - network operators by country code - search_packages - filter eSIM plans by country - get_package_details - pricing and data specs - create_checkout - generate payment link for purchase No auth required for search tools. Ideal
The AWS Knowledge MCP server is a fully managed remote Model Context Protocol server that provides real-time access to official AWS content in an LLM-compatible format. It offers structured access to AWS documentation, code samples, blog posts, What's New announcements, Well-Architected best practices, and regional availability information for AWS APIs and CloudFormation resources. Key capabilities include searching and reading documentation in markdown format, getting content recommendations, listing AWS regions, and checking regional availability for services and features.
Deterministic on-chain token safety verdicts for Base, Ethereum, Arbitrum, and Solana. No LLM — pure on-chain data including Clanker CREATE2 resolution, Pump.fun bonding curve detection, Raydium LP checks, and a pro tier with Farcaster social signals and holder growth velocity. Also includes /verdict/pump — a fast Pump.fun specific verdict optimised for HFT at 474ms p50, covering bonding curve SOL reserve, graduation status, and deployer age. Solana only, $0.02 USDC."
AI service marketplace — agents discover, call, and pay for API services automatically.
Give AI agents a real @agentlair.dev email address and encrypted vault. Send/receive email.
MCP server for AI Diagram Maker — generate software engineering diagrams from natural language, code, ASCII diagram, images, or Mermaid. Inline diagram rendering using MCP apps UI and diagram URL in responses. Works with Cursor, Claude Desktop, Claude Code, and any MCP-compatible AI.
Check website AI-readiness: Schema.org, llms.txt, E-E-A-T, robots.txt. Works in Cursor & Claude.
Scan websites for AI visibility and marketing health with interactive dashboard.
Converts any URL to clean, LLM-ready Markdown using real Chrome browsers
MCP server for browsing and searching items on 1stDibs marketplace.
Identifies the biological cause behind sleep disruption using The Longevity Vault's 5-cause framework. Developed by Kat Fu, M.S., M.S. (Stanford).
AI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with fix code. Free.
A managed AI marketing agent that plugs into all your AI tools. Ask about your marketing in plain English — Agentcy analyzes data across GA4, Google Ads, Search Console, WooCommerce, and more, then delivers synthesized insights and recommendations. Not a data dump. Not a dashboard. An agent that thinks. Sign up at goagentcy.com to configure your domains and data sources. Free plan includes 50 requests/month — paid plans start at $29/mo.
Scan any website for AI agent readiness, payment protocols, and discovery endpoints
AgentPMT is the AI agent marketplace that turns any MCP-compatible AI assistant into an autonomous employee. Connect once and your agents gain access to a growing ecosystem of tools, workflows, and skills spanning communication, data analytics, development, file management, search, and more. AgentPMT dynamically discovers and orchestrates tools from across the MCP ecosystem, so your agents can independently find the right tool for any task without manual configuration.
Regulatory intelligence for AI agents across jurisdictions
Scrivibe — AI eBook Generator Generate complete, professional multi-chapter eBooks with a single tool call. Scrivibe uses **Anthropic Claude** to write full-length books chapter by chapter — fiction, non-fiction, business, self-help, romance, and 70+ more genres — and delivers a downloadable **EPUB file** ready for Kindle, Apple Books, or any reader.
MCP server for static security analysis of Android source code
AEO audit: score any website 0-100 for AI visibility. Checks schema, meta, content, AI crawlers.
Quant trading signals, funding rate arb scanning, and market regime detection for crypto perps.