Discover Awesome MCP Servers

QGIS MCP

An MCP server that enables AI assistants to directly control QGIS for tasks like layer management, feature editing, and map rendering. It provides a suite of 50 tools to execute processing algorithms and manage GIS projects through natural language commands.

claude-text-lab-mcp

MCP server for Claude Text Lab, enabling fact-preserving regeneration of Claude-generated text through inspect, sanitize, audit, rewrite, and benchmark operations, with auditable local quality gates and an unverified provenance verdict.

ce-analyzer-mcp

A bounded MCP server for C++ analysis through Compiler Explorer, providing compiler discovery, compilation, assembly comparison, analyzers, and shortlink sharing.

unpaywall-mcp

Enables looking up free-to-read versions of scholarly papers by DOI and searching article titles for Open Access matches via the Unpaywall API.

postgrest-mcp

MCP server for PostgREST that turns PostgreSQL databases into RESTful APIs, providing 10 tools for schema discovery, CRUD operations, filtering, resource embedding, and RPC.

Laravel Cloud MCP Server

MCP server for Laravel Cloud to manage projects, environments, deployments, and other resources.

WeatherForcast-MCP-using-playwright

Enables fetching weather forecasts for the USA via NWS API and for Israel via browser automation using Playwright.

Nautobot MCP Server v2

Enhanced Nautobot 3.1.0 integration for NetClaw with GraphQL reads, REST writes, ITSM-gated changes, and live-vs-SoT reconciliation. Provides 13 tools covering devices, interfaces, VLANs, prefixes, IP addresses, cables, raw GraphQL, write operations, and reconciliation.

WhatsMyBudgetMCP

MCP server for the WhatsMyBudget Analytics API, providing tools to query budget periods, categories, accounts, and summaries.

codemenu-mcp

Enables AI assistants to search and retrieve code snippets from the CodeMenu snippet manager via the local HTTP API.

OpenAPI to MCP

A standalone proxy that transforms any OpenAPI or Swagger-described REST API into an MCP server by mapping API operations to executable MCP tools. It enables AI clients to interact with existing web services through automated HTTP requests based on their official documentation.

Federal Reserve Economic Data (FRED) MCP Server

Provides access to over 800,000 economic time series from the Federal Reserve, allowing users to browse, search, and retrieve data for indicators like GDP and unemployment. It supports custom date ranges and data transformations such as percentage changes or frequency aggregations.

Regex Toolkit MCP Server

Enables LLM agents to extract, validate, and mask personally identifiable information using deterministic regular expressions, reducing token usage and hallucination risks.

Terraform MCP Assistant

이 프로젝트는 자연어를 통해 Terraform infrastructure-as-code 작업을 노출하는 MCP (Model Context Protocol) 서버를 제공합니다. 이를 통해 LLM은 특정 명령 구문 지식 없이도 Terraform 명령을 실행하고 인프라에 대한 정보를 검색할 수 있습니다.

agentic-detection-lookups

Machine-readable detection lookups for SIEM enrichment and AI agents. Query 800+ LOLBAS and GTFOBins binaries plus process parent-child baselines — get risk levels, abuse categories, and MITRE ATT\&CK mappings without embedding data in prompts.

sifter-mcp

Structure any document, query it like a database. Sifter turns documents into typed, schema-defined records, queryable in natural language from any MCP client.

shared-url-mcp

An MCP server with one job: read a shared AI conversation link and write the whole thing to Markdown.

dochost

Publish Markdown or HTML to a clean, shareable public link straight from your AI assistant — OAuth sign-in, no API keys. Tools: publish and list_my_pages.

io.github.nickklos10/querypilot

QueryPilot enables AI agents to safely generate, validate, repair, and execute SQL against fixture databases, with eval-driven regression testing to ensure reliability.

Refero MCP

Enables searching the Refero design catalog in plain English and generates DESIGN.md files for any project.

genesys-mcp

MCP server for Genesys Cloud that enables AI assistants to build and manage queues, skills, users, wrap-up codes, and Architect flows, including a flow builder that renders diagrams and publishes via Genesys' validation pipeline.

superposition-mcp

Provides a deterministic, keyless two-pole terrain map from an agent's task framings to counter premature collapse in reasoning, working offline or via API.

remote-mcp-server

Deploys a remote MCP server on Cloudflare Workers with OAuth login, enabling tool calls via SSE from clients like Claude Desktop.

Reality Calendar MCP Server

Enables interaction with tool data stored in Google Drive Excel files through cached SQLite database. Provides access to tool information and descriptions with automatic background synchronization and OpenWebUI compatibility via OpenAI proxy.

claude-fidelity-mcp

Enables interaction with Fidelity Investments brokerage accounts using Playwright browser automation to manage balances, positions, and trades. It supports secure 2FA authentication and session persistence for seamless account management via Claude.

SearchCAIE MCP Server

Enables searching and retrieving CAIE past-paper questions with filters for subjects, years, and specific topics. It provides LLM-friendly responses including concise text previews and structured JSON data for single or multi-topic queries.

Kaspa MCP Server

Enables interaction with Kaspa blockchain nodes via RPC, providing tools for querying node info, block data, addresses, balances, UTXOs, and mempool transactions.

Mochi

Browser automation MCP server with persistent memory for AI assistants, enabling automated web testing and workflow replay with self-healing selectors.