Discover Awesome MCP Servers

Zoo MCP Server

Enables interaction with Zoo's CAD and 3D modeling APIs through natural language, including executing KCL code and accessing Zoo's design tools.

BuildAutomata Memory MCP Server

Provides AI agents with persistent, searchable memory that survives across conversations using semantic search, temporal versioning, and smart organization. Enables long-term context retention and cross-session continuity for AI assistants.

SingleStore MCP Server

SingleStore 데이터베이스와 상호 작용하기 위한 서버로, 안전한 SSL 지원 및 TypeScript 안전성을 통해 테이블 쿼리, 스키마 설명, ER 다이어그램 생성을 가능하게 합니다.

mcp-c

C 언어로 작성된 MCP 서버 프레임워크, 효율적이고 간편하게 개발 가능

arXiv MCP Server

Enables querying and discovering the latest arXiv papers by category or keyword, providing structured metadata including titles, authors, summaries, and links for research assistance and literature review workflows.

deep-search-mcp

A deep web search MCP server using LinkUp API that provides a deep_search tool for performing deep web searches with optional max results.

NLP Database MCP Server

Connect your LLMs to SQL databases safely and intuitively using the Model Context Protocol (MCP). NLP Database acts as a secure, read-only bridge that allows AI agents to explore schemas and query data using natural language.

outline-wiki-mcp

Safe MCP server bootstrap for Outline Wiki providing connection validation, capability reports, and diagnostics in a read-only, agentic mode.

kokoro-tts-mcp

Text-to-speech MCP server using the Kokoro-82M model accelerated with MLX on Apple Silicon, enabling local Claude and Codex clients to speak text aloud and convert text to audio.

admission-mcp-server

Enables searching 2027 Korean university early admissions information (types, quotas, methods, minimum SAT scores) and checking if given SAT grades meet the minimum requirements.

sema

Content-addressed vocabulary protocol: 452 cognitive patterns with cryptographic identity. Agents sharing a handle (e.g. StateLock#5602) provably share meaning — mismatched vocabularies halt rather than silently drift.

CCXT MCP Server

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IDA-MCP

Enables interaction with multiple IDA Pro instances through MCP, allowing users to list functions, search instances, and manage reverse engineering analysis across different binary files. Supports multi-instance coordination with automatic discovery and tool forwarding between IDA Pro sessions.

webserver-mcp

Enables AI agents to edit and serve a static website via natural language, providing file management tools over MCP and HTTP hosting.

tokopedia-mcp

MCP server for searching Tokopedia products, retrieving product details and reviews, designed for use from LLM clients like Claude Desktop.

Water Chemistry MCP Server

An advanced MCP server powered by PHREEQC for industrial wastewater treatment modeling, offering 17 tools for chemical equilibrium, kinetic reactions, and optimization like lime softening and phosphorus removal.

MCP Manager

AI 모델과 도구 간의 통신을 가능하게 하는 유연한 서버로, 다수의 MCP 서버를 지원하며 Claude, MCP Dockmaster 및 기타 MCP 클라이언트와 호환됩니다.

property-finance-mcp

Four UK property finance calculators for AI assistants: bridging cost, development appraisal, BTL stress test, and UK stamp duty (SDLT, LBTT, LTT). Built by FD Commercial, a specialist UK property finance broker.

kdb-mcp

Gives your AI the super power of traveling back in time to find what went wrong and fix the bug timeline.

cloudcompare-mcp

Enables AI assistants to process 3D point clouds and meshes using CloudCompare through natural language commands.

Context Gateway

A tiny always-loaded gateway that lets any MCP-capable client discover all context assets on demand via progressive search, avoiding token cost.

Spreadsheet MCP Server

LLM이 Google 스프레드시트 데이터에 직접 접근하고 상호 작용할 수 있도록 하는 모델 컨텍스트 프로토콜(MCP) 서버를 제공합니다.

alpaca-mcp-server

Enables natural language trading operations for stocks, options, crypto, and portfolio management via Alpaca's Trading API through AI assistants.

Searchfox MCP Server

Provides access to Mozilla's Searchfox code search service, enabling AI assistants to search through Mozilla's codebases and retrieve file contents from repositories like mozilla-central, autoland, and ESR branches.

Ferret MCP

An MCP server that extracts complete knowledge from any codebase — architecture, patterns, dependencies, API surface. Combines static analysis with AI-powered deep interpretation.

MkDocs MCP Search Server

Enables Claude and other LLMs to search through any published MkDocs documentation site using the Lunr.js search engine, allowing the AI to find and summarize relevant documentation for users.

Tasks MCP Server

A task management MCP server that provides tools to create, list, complete, and delete tasks using pluggable storage backends. It enables users to interact with their task lists through natural language using MCP-compatible clients like Claude Desktop.

Edgar MCP Service

Enables deep analysis of SEC EDGAR filings through universal company search, document content extraction, and advanced filing search capabilities. Provides AI-ready access to business descriptions, risk factors, financial statements, and full-text search across any public company's SEC documents.

astronomy-oracle

Accurate astronomical catalog data and observing session planner for LLM assistants. Stops hallucinated magnitudes, coordinates, and visibility.