Discover Awesome MCP Servers

toad-mcp-server

MCP server exposing portfolio AI tools including semantic search, evaluation framework, and prompt management, enabling natural language interaction with these services via Claude Desktop.

vision_kit

MCP server that enables AI agents to read and analyze math/geometry diagrams, extracting structured data like vectors, matrices, coordinates, and angles with validation and retry logic.

iRacing MCP

iRacing 데이터를 사용하여 채팅할 수 있는 모델 컨텍스트 프로토콜 서버.

e-conomic MCP Server

Enables natural language management of e-conomic accounting, including customers, products, and invoices, with full CRUD and PDF download capabilities.

Claude Synergy

Provides a local, queryable mirror of changelogs from Anthropic and related AI dev tools, enabling agents to discover cross-product workflows and sync updates via MCP.

Custom MCP Server for Cursor

Cursor에 연결하고 LlamaIndex를 사용하여 Linkup 및 RAG 기능을 통해 딥 웹 검색을 활성화합니다.

Figma MCP Server

A server that converts Figma designs into pseudo-code structures optimized for LLMs to understand design context, allowing easy extraction of visual elements and code-like representations from Figma files.

Dominican Congress MCP Server

이 MCP 서버는 도미니카 공화국 의회에 대한 정보, 예를 들어 입법 의제, 의원 활동, 그리고 새로운 법안 등을 제공합니다.

Plexus

PLEXUS federates the world's knowledge — government records, scientific literature, legal databases, financial data, cultural archives, and more — into a single normalized API. Get intelligence, not raw data. Pay per call in USDC via x402. No subscriptions, no API keys.

MCP-REPL

메모리 보호, 시간 초과 처리, 그리고 포괄적인 오류 보고 기능을 갖춘 샌드박스 환경에서 코드 조각을 실행할 수 있도록 하는 안전한 JavaScript REPL 서버.

mcp-excel

Provides full read and write access to Excel workbooks (sheets, cell ranges, tables, formulas, formatting, and cross-workbook references) via MCP, running locally or as an HTTP/SSE service.

COA Goldfish MCP

A lightweight short-term memory MCP server that automatically stores and recalls working context, session state, and task progress for AI agents. Memories auto-expire after 24 hours and integrate seamlessly with workspace-aware storage across multiple projects.

Evergreen

Enables AI agents to read, write, and maintain documentation through an MCP server, providing tools for asking questions, generating docs, checking drift, and exploring knowledge graph.

openscad-mcp

An MCP server that lets AI assistants create, edit, render, and export 3D models using OpenSCAD.

Databricks Docs MCP Server

Enables semantic search over Databricks docs, API reference, Terraform provider docs, and knowledge base via tools like search_databricks_docs and research.

slack-read-mcp

A read-only MCP server for Slack that reads messages from channels the bot is invited to, without storing data. It provides tools to fetch channel history, thread replies, and resolve user IDs, with access controlled solely by channel invitations.

kaiten-mcp

MCP server for interacting with Kaiten project management through its REST API. Enables managing spaces, boards, cards, comments, checklists, tags, and time logs.

mcp-openfda

Enables querying FDA drug label information including adverse reactions, warnings, and indications through natural language.

Documentation MCP Server

Fetches GitHub PR and issue data server-side and combines it with a documentation template, providing formatted context to LLMs for automated documentation generation.

GPT-MCP Bridge

Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT models (GPT-5, GPT-5-mini, o3) with conversation history and session management. Features advanced controls like reasoning effort settings, token tracking, and parallel conversation sessions for efficient AI workflows.

BrewBoard CRM MCP Server

Connects Claude.ai to the BrewBoard Supabase database for analytics and post-visit customer messaging, exposing tools like revenue summary, peak hours, orders, and a simulated revisit message.

API-to-MCP Converter

Converts any REST API into MCP-compatible tools instantly by providing an OpenAPI/Swagger spec, enabling seamless integration with AI agents.

gmail-mcp-server

A secure MCP server that enables Claude to read, search, send, reply, forward, and manage Gmail messages and labels through natural language commands.

Schematic MCP Server

Enables AI assistants to manage billing, plans, features, and entitlements via Schematic. Supports company lookup, plan management, feature creation, and override configuration through natural language.

Cryo MCP

Enables natural language querying of blockchain data, including blocks, transactions, logs, and more, powered by Cryo and Reth, with optional micropayment integration via Payflow.

Paparats MCP

Provides AI coding assistants with deep, semantic understanding of local codebases via AST-aware chunking, cross-repo symbol graphs, and architectural memory, enabling context-aware code search and dependency tracing.

mcp-google_maps

Provides geocoding, place search, directions, distance matrix, and elevation data from Google Maps. Enables natural language queries to locate places, get directions, and retrieve map-related information.

lema

Your coding agent can read the code. It can't read the argument behind it. lema-mcp gives your agent the recorded why — and the alternatives a project already ruled out — cited to the source. For React, Kubernetes, and Rust out of the box, and for your own repo with one command.

ContextForge MCP Gateway

A comprehensive gateway and registry that unifies MCP, REST, and Agent-to-Agent services into a single secure endpoint for AI clients. It provides advanced capabilities including federation, virtual servers, rate-limiting, and OpenTelemetry observability.

ATLAS MCP Server

An integrated advisory system that transforms Claude into a personal career coach, life strategist, and business consultant with persistent memory, accountability tracking, and multi-lens analysis.