Discover Awesome MCP Servers

vectordb-mcp

Local RAG system that ingests documents into a vector database using FAISS and SQLite, then enables Claude to search over them via MCP tools, all running locally with no API key required.

Scout Intel MCP

Web intelligence MCP server for AI agents. 7 tools for SERP analysis, competitor research, market trends, content gap analysis, keyword insights, audience discovery, and citation tracking.

mcp-remote-ssh

MCP server giving AI agents full SSH access with persistent sessions, structured command output, SFTP file transfer, and port forwarding.

CivicDataForge

Provides MCP-compatible agents structured access to official government records, including short-term rental permits, healthcare exclusions, childcare licensing, and NYC film permits.

SIFTAgent

An MCP server that transforms Claude Code into an autonomous DFIR analyst by providing typed, audited forensic tools for disk, memory, timeline, registry, and IOC analysis on the SANS SIFT Workstation.

gh-self-reviewer

用于 GitHub Pull Request 自我审查的 MCP 服务器工具

Xero MCP Server

Enables interaction with the Xero Accounting API to manage contacts, invoices, payments, accounts, and financial reports. It provides a suite of tools for natural language access to accounting records and business performance data.

Project MCP

Intent-based project documentation server that automatically maps natural language queries to the right sources (plans, todos, roadmap, docs) and provides comprehensive task management with dependency tracking, backlog promotion, and archival workflows.

school-record-validator-mcp

Validates 2026 elementary school record narratives against official Korean MOE guidelines, detecting prohibited or review-required expressions, checking input lengths, and providing cited official sources via seven MCP tools.

Rutherford MCP Server

Enables one AI coding agent to delegate tasks to, and build consensus across, multiple other coding CLIs (Claude Code, Codex, etc.) by orchestrating them as headless subprocesses.

DNIT: Infrações (CNPJ)

Consult DNIT traffic fines for companies by CNPJ from official source. Provides a read-only tool to query vehicle infractions registered against a CNPJ.

claude-host

Deploy Claude-generated websites to EliteSpec hosting in one tool call. deploy_site / update_site / list_sites tools give the model a live URL on elitespec.co.nz seconds after writing HTML/CSS/JS.

Personal Finance MCP Server

Enables Claude to analyze personal finances by reading bank CSVs or connecting to Plaid for live transactions, categorizing spending, flagging overspending against benchmarks, and generating actionable reports and savings tips.

synapse-research

A deep-research MCP server exposing a single task-augmented tool that runs GPT-Researcher with Tavily search, Anthropic Claude, and OpenAI embeddings, streaming progress via MCP tasks and Upjack entity stream.

nessus_mcp_server

Enables AI assistants to manage Nessus vulnerability scans, analyze results, and generate reports through the MCP protocol.

Resend MCP Server

An MCP server for the Resend email API, enabling AI assistants to send emails, manage contacts, audiences, and domains through natural language.

OpenAPI MCP Server

Dynamically exposes any OpenAPI/Swagger API as tools for AI assistants, automatically generating MCP tools from OpenAPI specs with authentication support.

mcp-server-ticktick

Enables interacting with TickTick tasks and projects through natural language via Claude and other MCP clients.

Zvec MCP Bridge

Indexes project source files into a local Zvec vector database and provides semantic search through MCP tools, enabling natural-language queries over code.

Freya MCP Server

A powerful filesystem MCP server for AI agents with extensive system access, including filesystem operations, shell execution, Windows tools, reverse engineering, code intelligence, and agent orchestration.

Snowflake Cortex MCP Server

Enables users to query both structured and unstructured data in Snowflake using Cortex AI features including Cortex Search for RAG applications, Cortex Analyst for semantic modeling, and Cortex Agent for agentic orchestration across data types.

Replit MCP Server

A production-ready MCP server for coding workflows on Replit, enabling file management, sandboxed code execution, Git operations, and package management via natural language.

snowflake-mcp

Enables interaction with Snowflake databases through MCP, providing tools to list databases, schemas, tables, describe tables, run read/write queries, create tables, and append insights.

MySQL MCP Server

Enables comprehensive MySQL database operations including cross-database queries, performance analysis, health monitoring, and AI-assisted database management with role-based access control.

Weather MCP Server

Enables fetching weather alerts for US states and detailed 7-day forecasts for any US location via the National Weather Service API.

AAP MCP Server

Enables comprehensive management of Ansible Automation Platform Controller and Gateway through 17 specialized tools covering job execution, inventory management, workflows, credentials, user administration, and system monitoring.

Keyword Extractor AI MCP

Keyword Extractor AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

GitHub MCP Server

Enables interaction with GitHub API for repository management, commits, pushes, and pulls through natural language.

MCP Debug Server

An MCP server for debugging Windows processes using WinDbg and CDB. It enables users to attach to processes, manage breakpoints, inspect memory, and control execution flow through natural language.