Discover Awesome MCP Servers

Qdrant RAG Build

Enables users to build and manage a complete retrieval-augmented generation pipeline through conversation, including file ingestion, collection management, hybrid search, reranking, citations, and a guided setup wizard.

mcp-currents

Wraps the Currents API to provide access to news articles and headlines through MCP. Enables querying current events and news data using natural language via Pipeworx gateway.

ropey

Enables coding agents to perform safe, project-wide Python refactoring (rename, move, extract, inline, change signature, organize imports, etc.) with a dry-run safety contract and LSP-coordinate addressing.

node2flow/binance-mcp

Provides 23 tools for interacting with Binance exchange, including market data, trading, order management, and account queries via the Model Context Protocol. Supports both public market data (no API key required) and authenticated operations like placing and canceling orders.

AI Developer Workspace MCP Server

Enables AI agents to manage local project files and Git operations through MCP tools, including file CRUD, search, Git status, recent commits, and project summaries.

mcp-kafka

Enables MCP-capable clients to monitor and manage Apache Kafka clusters, including topics, partitions, configs, and consumer groups with lag, while enforcing configurable security modes, topic allowlists, protected topics, and audit logging.

pref_mt_cuiaba_cnd-mcp

Enables querying negative debt certificates (Certidão Negativa de Débitos) from the Prefeitura de Cuiabá, MT, through a read-only MCP tool.

Windows Automation MCP Server

Provides comprehensive Windows system control including file operations, process management, window control, screenshots, clipboard access, PowerShell/CMD execution, and optional mouse/keyboard automation and browser control capabilities.

HAOS MCP TypeScript

A TypeScript-based Model Context Protocol (MCP) server template built with mcp-framework that provides a starting point for creating custom MCP tools with examples for tool development and integration with Claude Desktop.

supermem

Enables storing and querying a personal knowledge graph as a shared memory, allowing agents and tools to remember facts, entities, relations, and recall relevant context via natural language hybrid search.

mcp-wikivoyage

Work-in-progress MCP server that will provide travel guides and destination information from Wikivoyage via the MediaWiki API.

Unlimited Agent

Enables a private ChatGPT app to remotely control a Windows PC through file operations, PowerShell, screenshots, mouse and keyboard input, clipboard, and Chrome browser automation.

paper_research-mcp

Enables searching PubMed papers by keyword and year range, retrieving abstracts by PMID, and summarizing/interpretation in Korean using Claude.

CLIranks

CLIRank - API discovery for AI agents. APIs scored on CLI relevance: auth method, JSON responses, headless operation, pricing transparency. Search by capability, compare alternatives, read agent-contributed docs. 6 MCP tools for discovery, comparison, and documentation. Agents contribute observations back - crowdsourced API docs by machines, for machines.

SCIM MCP Server

An MCP server that connects to SCIM 2.0 APIs, enabling MCP clients to manage SCIM resources using natural language.

Agent Tools

Provides 9 utility APIs for AI agents covering DNS, email, IP, QR, WHOIS, URL health, headers, text extraction, and tech detection, with x402 micropayments on Base.

Google BigQuery MCP Server by CData

Google BigQuery MCP Server by CData

Android Proxy MCP

An MCP server that enables AI assistants to capture and analyze HTTP/HTTPS traffic from Android devices. It supports smart searching of network requests and provides tools for detailed traffic analysis via natural language.

mcp-arcgis-carlsbad

Enables searching and querying City of Carlsbad, California open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature Services. Provides tools to search datasets, query layers with SQL-like conditions, and retrieve layer schema.

Awesome Linux MCP Server

Enables AI models to securely control remote Linux servers via SSH for command execution, file operations, and system monitoring, plus browser automation capabilities for web navigation, form interaction, and screenshot capture.

vibe-code-mcp

Connects to vibe-code-best-practices.vercel.app to index 817 tools across 185 sections and 10 domains, routes the right tool/Skill for your project need, and can recommend a full stack.

@testneo/mcp-server

MCP server for TestNeo quality workflows, enabling test generation, execution, and analysis through MCP-compatible IDE clients.

BORME MCP Server

Enables querying Spain's official company registry (BORME) for company events such as incorporations, director appointments, insolvencies, and capital changes, supporting filters by date, province, and act type.

pumpfun-wallets-mcp

An MCP server that analyzes wallets’ trading activity and profitability on Pump.fun and PumpSwap.

QCViz-MCP

An MCP server for quantum chemistry that enables LLMs to perform electronic structure analysis, parse calculation outputs, and generate 3D orbital visualizations. It integrates tools like PySCF, cclib, and py3Dmol to facilitate molecular structure manipulation and bonding analysis through natural language.

ledger

Provides tamper-evident, hash-chained logging for MCP agents, enabling append, verification, and artefact-binding of action records.

MCP JIRA Server

A Model Context Protocol server that enables AI assistants to create and manage JIRA issues with rich markdown formatting and automatic conversion to Atlassian Document Format.

Bitunix MCP

Enables Claude Code to trade on BitUnix exchange via the MCP protocol, supporting futures and spot trading with advanced order management, leverage, and TP/SL.

nutrition-mcp-server

Enables natural language access to USDA's FoodData Central database with 1M+ foods, supporting search, nutrition facts, food comparison, and daily value calculations.

Coffee Company MCP Server

An MCP adapter that maps Coffee Company B2B HTTP APIs to MCP tools, allowing AI agents to query member information, benefits, coupons, and payment statuses. It enables seamless integration for AI assistants to manage coffee-related customer assets and loyalty details through natural language.