Top MCP Servers

Enables clients to interact with Xero Accounting Software via a Model Context Protocol server, supporting authentication, data retrieval, and transaction creation.

Access and analyze social media metrics, campaign data, and schedule posts via the Metricool API.

Provides comprehensive access to Raygun's API V3 endpoints for crash reporting and real user monitoring via the Model Context Protocol.

Provides live 3D printer status, webcam snapshots, and remote control through a free, secure cloud server.

Enables SaaS applications to manage feature flags directly within TypeScript code, offering client‑side and server‑side SDKs for React, Vue, browser, Node.js, plus a CLI for type generation and integration with OpenFeature.

Provides a GPT‑powered co‑pilot that reads a user’s public LinkedIn posts and can create, analyze, rewrite, or brainstorm new content using Claude or ChatGPT, all driven by the Model Context Protocol.

Organize, summarize, and search Claude Desktop chat histories locally, providing infinite memory with privacy‑first storage.

Enables analysts to converse with OpenCTI using natural language through Claude Desktop, turning plain‑English questions into instant, context‑rich threat‑intelligence answers.

Enables AI assistants such as Claude to retrieve, create, review, and upload content in microCMS via a Model Context Protocol server.

Run controlled experiments that compare an MCP server‑enabled LLM against a baseline LLM on real software‑engineering tasks such as bug‑fixing, exploit generation, and tool‑selection, producing quantitative performance metrics.

Provides IMAP/SMTP email access for AI agents, offering multi‑account management, auto‑discovery of provider settings, and a set of composite tools for searching, reading, sending and organizing messages.

Provides AI agents with deep, structured read, write, search, tag, link‑graph, canvas, and semantic capabilities over an Obsidian vault, all through the Model Context Protocol.

Extracts text, subtitles, metadata, videos, covers, images, and public comments from Douyin, Xiaohongshu, Bilibili and YouTube, with optional GetNote and Volcengine cloud ASR for transcription.

Provides an open‑source AI gateway that runs entirely on Cloudflare Workers, delivering OpenAI‑compatible and Anthropic‑compatible chat endpoints with SSE streaming, multi‑vendor provider routing, virtual API keys, per‑tenant D1 isolation, quotas, guardrails, response caching, durable metering, and an integrated Model Context Protocol server.

Provides programmatic access to Amazon Advertising resources—including Sponsored Products, Brands, and Display campaigns, ad groups, keywords, product ads, targeting, and performance reports—through a Model Context Protocol server, enabling plain‑English queries and integration with Claude or other MCP‑compatible clients.

Enables MCP clients to create and join virtual rooms, facilitating coordinated interactions among multiple agents with optional transcript storage.

Provides a universal interface allowing AI agents to retrieve metadata and execute SQL operations on AnalyticDB for MySQL databases.

Provides a Model Context Protocol server that exposes LINE Bot conversations through FastAPI endpoints, enabling language models to read and analyze chat messages.

Provides current weather conditions, forecasts, historical data, alerts, air quality, astronomy information, location search, timezone data, and sports events via an MCP server built with FastAPI.

Provides a streamable HTTP Model Context Protocol server for interacting with Bitcoin via the Maestro API, enabling exploration of blocks, transactions, addresses, and additional blockchain data.

Enables AI‑driven conversational management of Terraform Cloud resources, allowing creation, modification, and monitoring of workspaces, runs, plans, state versions, variables, and more through natural language interactions.

Provides LLM-accessible operations for Stellar Classic and Soroban smart contracts, including account management, payments, asset handling, and transaction queries.

Provides AI models and agents with structured, multi‑chain blockchain context via a JSON‑RPC stdio interface, eliminating the need for custom node RPC handling or chain‑specific data parsing.

Enables AI assistants to interact with Paper's trading API, fetching real‑time quotes, placing simulated orders, and inspecting portfolio positions and P&L.

Provides remote MCP servers with OAuth 2.1 authentication and authorization for workshop applications.

Provides a comprehensive toolkit for blockchain data analysis, secure wallet operations, decentralized file handling, and natural‑language‑driven blockchain interactions through modular services such as Insight, Engine, EngineCloud, Storage, and Nebula.

Provides AI assistants with instant, citation‑rich access to the contents of an Obsidian vault by building a local SQLite index that combines BM25 full‑text, trigram fuzzy matching, and vector similarity.

Provides terminal‑first local retrieval‑augmented generation (RAG) for files, code, scanned documents, and crawled websites, supporting semantic + hybrid search, AI chat, OCR, an auto‑built wiki, and a browsable GGUF model catalog—all offline by default.

A curated collection of ready‑to‑run Model Context Protocol servers packaged as Apify Actors, offering pay‑per‑use pricing, global hosting, scaling, analytics, OAuth authentication, and multi‑transport support.

Automates KiCad schematic capture, PCB layout, ERC/DRC checks, DFM analysis, BOM generation, and manufacturing export through AI agents by exposing a Model Context Protocol server.

Provides AI‑assisted pull‑request reviews that combine hybrid retrieval‑augmented generation, a structural code graph, and Claude Code to deliver inline, grounded comments with whole‑repository context.

Provides deterministic, version‑controlled MCP servers that expose federal contracting and policy data from SAM.gov, USASpending, GSA CALC+, BLS OEWS, eCFR, Federal Register, Regulations.gov, and Acquisition.gov.