Discover Awesome MCP Servers

Docs Vector MCP

Enables AI agents to semantically search GitHub repository documentation by automatically fetching, vectorizing, and indexing content into an Upstash Vector database. It provides a standard MCP interface for agents to retrieve relevant documentation snippets through natural language queries.

cronalert-mcp

MCP server for CronAlert uptime monitoring — manage monitors, check results, and incidents from any MCP-compatible AI client.

MCPWorks

Cuts AI token costs by running user code in a secure sandbox, so data never enters the context window, enabling efficient data processing with MCP protocol.

npm-guardian

Audits npm packages for supply-chain attacks (typosquatting, malicious install scripts, credential exfiltration) before installation, returning a SAFE/SUSPICIOUS/DANGEROUS verdict.

open-greenhouse-mcp

Production-ready MCP server for Greenhouse ATS that provides comprehensive recruitment tools—screening, pipeline analytics, search, and safe write operations—across read-only, recruiter, and full profiles.

opencode-mcp-bridge

Exposes opencode's coding agent and shell as MCP tools, enabling MCP-only AI clients to execute shell commands, manage files, and run agent sessions with async job handling.

mcp-docsearch

Semantic search over any markdown corpus using local embeddings. Provides tools to search, reindex, and get index stats, with results including file paths, line numbers, and header breadcrumbs.

MultiBaas MCP Server

Enables AI assistants to interact with blockchain data and smart contracts through Curvegrid's MultiBaas platform, providing seamless access to blockchain operations and contract functionality.

GAM Seller MCP Node

A governed, read-only MCP server for ad inventory discovery from Google Ad Manager, exposing three tools (well_known_capabilities, discover_products, get_forecast) to buyer-side agents without modifying or accessing the ad server.

remotessh-mcp

Provides local command execution, remote SSH, interactive terminals, file read/write, and source search for AI CLI through stdio, with large output pagination and safety confirmations.

frame-check-mcp

Enables structural framing analysis of documents, identifying perspectives, omissions, and reader positioning, with numerical claim verification against authoritative sources.

CodeArts MCP

Unified MCP server that wraps 8 Huawei Cloud CodeArts modules (Req, Repo, Pipeline, Check, TestPlan, Deploy, Build, Artifact) into a standardized toolset, supporting local stdio and shared HTTP modes with session isolation and encrypted credential storage.

Backtrader MCP

Local-first MCP server for building and running reproducible Backtrader strategies offline, with tools to inspect datasets, manage drafts, and execute backtests via controlled subprocess runs. It supports multiple hosts including Claude, Codex, OpenCode, and OpenClaw through stdio.

Twitter241 MCP Server

Provides tools to access Twitter data including tweets, user profiles, communities, lists, trends, and more via the Twitter241 API.

Devedores da União (PGFN)

Verifica se uma pessoa ou empresa consta na Lista de Devedores da União (PGFN) a partir do CPF ou CNPJ, com consulta somente leitura.

Rove

Hosted Playwright browser automation for AI agents. Returns accessibility trees instead of screenshots, cutting token usage by 77%. Navigate, interact, extract structured data, and take screenshots — all via MCP. Zero infrastructure, credit-based pricing.

ViaCEP Brasil MCP Server

Enables AI tools to query Brazilian addresses by CEP or search CEPs by address via the ViaCEP API.

browserless-mcp

MCP server for Browserless.io: scrape and automate any site, bypass captchas and enable stealth mode

French Open Data & IGN

Provides access to French public data through data.gouv.fr, IGN cartographic services (maps, tiles, geographic data), address geocoding, and administrative divisions with demographic information.

Spider MCP Server

Enables AI agents to crawl, scrape, search, and automate browsers with anti-bot bypass, providing fast web access via 22 tools.

macos-sys-assist

A secure, constraint-based macOS OS-level automation MCP server for AI assistants.

Jira MCP Server

Enables users to fetch and search Jira tickets, comments, and attachments directly within Claude Code. It features JQL support and automatically exports linked Figma designs to provide comprehensive project context.

Trade MCP Server

Provides real-time investment news, technical analysis via TA-Lib, and Binance trading capabilities including order management and market data retrieval. It enables AI assistants to perform financial market research and execute trades through the Model Context Protocol.

AbuseIPDB MCP Server

Integrates with the AbuseIPDB API to check IP addresses for abuse reports and report abusive IP addresses.

GTFOBins MCP Server

A server that provides seamless access to the GTFOBins database through Claude Desktop, allowing users to query exploitation techniques, search for specific binaries, and explore privilege escalation methods directly from Claude conversations.

BeauticsLab MCP

Enables AI assistants to search beauty products from Korean catalogs (Olive Young, Daiso, e-commerce) and analyze personal skincare routines and ingredient compositions via BeauticsLab.

weather_mcp_project

Provides real-time weather forecasts through an MCP server, using Google Gemini for AI-powered interactions and a Streamlit interface.

Hyperion MCP Server

Enables seamless interaction with the Hyperion blockchain, including wallet management, token transactions, ERC20 token deployment, and smart contract operations through standardized MCP endpoints.

crypto_mcp

Provides cryptocurrency market data (prices, symbols) and a gated demo trading flow via MCP tools, with safety defaults like dry-run and confirmation gates.