Discover Awesome MCP Servers

ZVV-MCP

An application that combines Spice.ai with ZVV (Zurich Public Transport) data from opendata.swiss, enabling natural language queries of public transport information through LLM integration.

verifiable-memory

Memory for AI agents that can't hallucinate — answers only from stored facts with a citation, or honestly abstains. Provable forgetting (GDPR), valid-time, Merkle proofs, deterministic. MCP server, CPU-only, zero dependencies.

aprs-mcp

MCP server that exposes APRS-IS network tools to LLM agents, enabling sending APRS messages, querying positions, finding nearby stations, and listening to live packet streams.

Plain.com MCP Server

Provides comprehensive access to the Plain.com API with over 70 tools for managing support threads, customers, and help centers. It enables users to handle communications, automate support workflows, and manage documentation directly through natural language.

pixelle-mcp-Image-generation

The AIGC solution based on the MCP protocol seamlessly transforms the ComfyUI workflow into an MCP Tool with zero code, enabling LLMS and ComfyUI to join forces and focus on image generation tasks. qwen-image, flux, and FLUx-KREA can be used for image generation.

mcp-feed-reader-crunchtools

Secure MCP server for RSS/Atom feed reading with SQLite backend. Enables feed management, entry search, and OPML import/export.

rag-server

Local MCP server that provides a search_documents tool to query a RAG pipeline built with Ollama embeddings and ChromaDB, enabling Claude Desktop to retrieve relevant document chunks.

rails-ai-context

Provides AI coding agents with ground truth about a Rails app via 45 read-only tools covering schema, models, routes, controllers, views, jobs, and conventions, working over MCP or CLI and functioning even when the app cannot boot.

data-cambridge

DataCambridge MCP — Cambridge open data (data.cambridgema.gov, Socrata SODA API).

siglent-sds-mcp

Enables AI tools to remotely control a SIGLENT SDS800X HD series oscilloscope, configure acquisition, capture waveforms, and analyze signal quality safely through high-level SCPI tools.

Spring AI MCP Weather Server

Exposes tools for retrieving weather forecasts and alerts using the National Weather Service API.

db-mcp

MCP server for HighGo and MySQL databases, providing tools for querying, executing DDL, listing tables, and inspecting table structures.

dsh-harness-mcp-server

Exposes DeepSeek Harness agent capabilities as an MCP server, letting any MCP client drive Harness to execute real coding tasks with structured results, context isolation, and parallel execution.

OpenFic MCP

MCP server for OpenFic, enabling AI assistants to manage writing projects, volumes, chapters, characters, notes, and worldbooks through OpenFic's public HTTP API. Supports read-only mode by default and opt-in write operations with safety confirmations for deletions.

OpenBrowser

An enhanced MCP Playwright browser server that enables robust web automation with persistent locator caching, multi-level click fallbacks, accessibility tree interactions, and smart handling of navigation and popups.

bernard

Bernard is an MCP server that provides repo-committed, project-scoped AI memory for coding agents. It enables agents to search past decisions and record new ones, all stored as plain text in the repo without external APIs or services.

Civil 3D MCP Server

Enables AI assistants to write and execute C# code directly inside Autodesk Civil 3D, providing full API access through code generation and execution.

GitHub Read MCP Server

Read-only MCP server for the GitHub REST API that enables agents to query repositories, issues, files, and users without any write access.

DavinciVideoMcp

MCP server for DaVinci Resolve video editing, enabling AI agents to execute editing operations, manage creative libraries, and analyze media content.

My Business Account Management API MCP Server

An MCP server that enables interaction with Google's My Business Account Management API, allowing users to perform account management operations through natural language interactions.

CodeGraph MCP

Enables VS Code Copilot to understand and query codebases through semantic search, call graph analysis, and related file discovery, using a local SQLite index with graph and vector embeddings.

Weather Israel MCP

MCP server that enables LLMs to fetch weather forecasts for Israeli cities via Playwright browser automation and US weather alerts/forecasts via the NWS API.

Kitsune a11y MCP

An accessibility audit server that enforces WCAG 2.2 AA standards by running axe-core in a headless browser, providing violation details grouped by impact with fix hints.

Swiggy Deal Finder

Finds the cheapest nearby option for a dish on your own Swiggy account, ranked by final post-coupon payable amount.

creci-sp-api

MCP server for querying real estate agents registered with CRECI-SP. Enables searching by name, CRECI number, city, or status, retrieving agent details, and getting statistics.

Calculator Tools MCP Server

Provides utility tools for temperature conversion, percentage calculation, and news fetching from NewsAPI.

llm-kosh

A local-first memory cartridge for MCP-compatible AI clients, providing durable, inspectable, and auditable memory storage with a read-only-by-default MCP server.

mysql-mcp-server

A production-ready MCP server for MySQL database operations, providing secure HTTP endpoints for read-only queries, performance analysis, and server monitoring.

MCP Agent Orchestration System

상태 기반 에이전트 오케스트레이션 시스템으로, 대화 맥락을 유지하고 상태별 프롬프트를 제공하면서 다양한 상태(대기, 계획, 조사, 실행, 검토, 오류) 간 전환을 허용합니다.

Devin MCP Server

Enables interaction with Devin's API across all versions (v1, v2, v3beta1) with multi-organisation support, allowing session management, enterprise admin operations, and RBAC actions through natural language.