Discover Awesome MCP Servers

Memory Server

Provides persistent memory management with SQLite, enabling storage and retrieval of conversational context with metadata via MCP tools and REST API.

jira-github-mcp

An MCP server for end-to-end Jira and GitHub integration, enabling AI agents in the IDE to automate workflows from issue tracking to pull request management.

Elastic MCP Server

Provides comprehensive tools for managing Elasticsearch clusters, including security management, search operations, and index administration. It enables users to monitor cluster health, handle InfoSec tasks, and execute complex queries using Elasticsearch Query DSL and ES|QL.

WEEEK MCP Server

Enables AI coding agents to read and write WEEEK projects, boards, tasks, and comments directly, without context switching.

Resilient MCP

Servidor MCP para interagir com ResilientDB

Amazon Shopping with Claude

Servidor MCP da Amazon para pesquisar e comprar produtos usando o L402.

QwikVault MCP

Enables AI agents to read and write structured, human-verified wiki knowledge inside a project repo, providing reliable context without interfering with the AI's reasoning.

OpenFate Bazi MCP

Enables AI agents to calculate deterministic Bazi (Four Pillars) charts with True Solar Time and Earthly Branch interactions, avoiding LLM hallucination of calendrical math.

Botverse

MCP tools for video transcoding, document conversion, and multi-step pipelines — callable by any AI agent.

Agent to Figma MCP

Enables AI agents like Claude to interact with Figma designs through 50+ tools for creating, styling, and manipulating design elements, components, and variables via a WebSocket relay and Figma plugin.

SurrealDB MCP Server

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RMV MCP Server

Enables querying nearby stations and departure boards using the RMV public transport API.

Vexa

Open-source meeting bot API with MCP server. Search, retrieve, and analyze meeting transcripts from Google Meet, Zoom, and Microsoft Teams directly from your AI tools.

Sherlock MCP Server

Enables username enumeration across 400+ social media platforms using the Sherlock OSINT tool. Perfect for open-source intelligence gathering, cybersecurity research, and investigating social media presence through AI assistants.

arXiv MCP Server

Enables LLMs to search, fetch, and manage arXiv research papers across various categories. It allows users to browse recent publications, query specific metadata, and retrieve full abstracts through a local database.

openai-agents-sdk-mcp

Provides MCP tools to list and search OpenAI Agents SDK documentation, enabling LLMs to retrieve documentation topics and content via natural language queries.

Figma MCP Server

Enables integration with Figma through the Model Context Protocol, allowing users to interact with Figma designs and files using their Personal Access Token. Provides containerized deployment options and Server-Sent Events endpoint for real-time communication.

Google Search Console + GA4 MCP Server

Enables querying Google Search Console and Google Analytics 4 data to retrieve search performance and site analytics. It provides tools for listing web properties and running detailed reports using secure Google OAuth authentication.

Team Manager MCP

Enables users to plan, coordinate, and govern multi-agent teams using MongoDB for shared context, token budgets, and checkpoint recovery.

noveletary

A local MCP server for maintaining internal consistency in fiction writing, with constraint-based fact checking, branching, and author-oracle conflict resolution.

hansatic-mcp

Enables AI agents to pack trucks and shipping containers by generating validated 3D load plans with metrics like LDM, linear feet, and pallet positions through the Hansatic packing API.

adaptive-memory-graph

Enables persistent, intelligent memory across sessions using a weighted, interconnected graph that evolves through conversation.

mcp-arxiv

An MCP server that enables AI assistants to search arXiv papers, retrieve metadata, and access PDFs.

NexMem MCP

A plug-and-play MCP memory server with pluggable database backends that gives AI coding agents a persistent, shared knowledge graph for teams.

zenrows-mcp

Scrape any webpage and return clean markdown, HTML, or structured JSON. Bypasses anti-bot protection, renders JavaScript (React/Vue/Angular), supports premium residential proxies and CSS extraction. Works with any MCP client — no local install required.

Expense Tracker MCP Server

Enables users to track and manage daily expenses through SQLite storage, supporting operations like adding, updating, deleting expenses, calculating totals by category, and filtering expenses by date range or category.

r2-uploader-mcp

Enables uploading PR screenshots to Cloudflare R2 via presigned URLs, allowing Claude to attach images to PR descriptions without binary data passing through MCP.

pulsenetwork-mcp

One MCP install that lets your AI agents discover and pay (x402 micropayments, USDC on Base + Solana) for 66 specialized real-time intelligence APIs - finance, crypto, insurance, immigration, legal, markets and more. 68 tools, pey-per-query, no subscription.

Dynatrace Managed MCP Server

Enables AI assistants to interact with self-hosted Dynatrace Managed environments to retrieve observability data, security insights, and performance metrics. It allows users to query problems, logs, events, and SLOs through natural language interfaces in both local and remote modes.