Discover Awesome MCP Servers

MCP Server Boilerplate

A starter template for building custom MCP (Model Context Protocol) servers that can integrate with Claude, Cursor, or other MCP-compatible AI assistants. Provides a clean foundation with TypeScript support, example implementations, and installation scripts for quickly creating custom tools, resources, and prompts.

Perplexity MCP Server

Perplexity API를 사용하여 Claude가 인용문과 함께 채팅 완료를 요청할 수 있도록 하는 MCP 서버.

Kratos MCP

Ultra-lean memory system for AI coding tools that stores project knowledge locally with SQLite and enables AI to remember your project across sessions.

mqtt-mcp-server

Enables AI agents to query MQTT message history stored in SQLite, including topic inventories, last values, historical data, silent devices, and collector connection gaps. Supports publishing messages when write mode is enabled.

Processos Judiciais (Simplificada) MCP

Enables simplified consultation of Brazilian judicial cases for individuals or companies using CPF or CNPJ, read-only, hosted, and paid per query with prepaid credits.

mcp-kr-g2b

Enables AI assistants to query and analyze Korean public procurement data from the Korea Public Procurement Service (G2B/Nuri) via 14 services and 156 operations, including bid announcements, contracts, prices, and statistics.

db-legacy-migration-agent

MCP server that parses legacy relational database schemas (Oracle, DB2, MySQL, MSSQL) and transpiles them to PostgreSQL with generated Prisma schema and TypeScript query helpers.

brain-mcp

A local MCP server that acts as long-term memory for AI coding assistants, storing lessons and patterns in a local SQLite database with optional hybrid vector search via Ollama.

Narrative MCP Server

Integrates with Narrative's Data Collaboration Platform, enabling AI assistants to search attributes, list datasets, manage access rules, and execute NQL queries via MCP tools and prompts.

Esquie

MCP server providing computation, encoding, and note-taking tools for AI-assisted reverse engineering, including Python scripting in a sandboxed Docker container.

OrgX MCP

Provides organizational memory for AI agents, enabling shared company memory, decision recall, artifact management, approval review, task delegation, and initiative tracking.

MCP Server PR Pilot

A Model Context Protocol server that generates pull request descriptions, commit messages, and code reviews from actual code changes using git diff.

soapnoteapi-mcp

Enables AI agents to turn clinical transcripts or audio recordings into structured SOAP notes, ICD-10/CPT billing codes, patient summaries, and visit summaries via SOAPNoteAPI.

Zoteus

An MCP server that gives AI assistants complete, safe access to your Zotero library for searching, citing, adding papers, and formatting bibliographies, with local-first privacy.

Textra Japanese to English Translator

Translates Japanese text into English using the Textra API service, enabling LLMs with limited Japanese understanding to process Japanese instructions.

Advanced Prompting Engine

An MCP server that provides a multidimensional philosophical framework for prompt engineering by mapping intent across ten distinct branches of thought. It generates a principled construction basis, including active constructs and spectrum tensions, to guide the creation of structured and intentional prompts.

mail-mcp-custom

Custom MCP server for Gmail integration, enabling email listing, reading, searching, and sending via natural language.

DOSBox-X MCP Debugger

This MCP server enables AI agents to inspect and control the native DOSBox-X debugger through bounded MCP tools, including breakpoint management, execution control, register/memory inspection, and disassembly for DOS program debugging and reverse engineering.

tela

Self-hostable, markdown-native team wiki with a built-in MCP server: agents search, read, and write your wiki pages (ranked Postgres full-text + semantic search, backlink traversal). Plus Atlas, which auto-generates a cited, coverage-checked wiki from your git repos and Jira.

Stacks Clarity MCP Server

Enables comprehensive Stacks blockchain development with 30+ specialized tools for Clarity smart contracts, SIP compliance, security analysis, and performance optimization. Provides complete access to SIP standards, token development templates, security-first patterns with mandatory post-conditions, and full-stack dApp development guidance.

@vforvaick/pi-codebase-memory-mcp

MCP server that wraps codebase-memory-mcp to provide code indexing, search, tracing, and architecture analysis tools with automatic reindexing after source changes.

ticktick-mcp

Enables AI assistants to manage TickTick tasks and projects via natural language, including CRUD operations, moving tasks, and advanced filtering.

hp-mcp

Exposes the kotoragk homepage public API as read-only tools, enabling users to fetch news, company info, and news details via natural language.

mcp-google

Exposes 25 tools for Claude Code across Gmail, Calendar, Drive, Docs, Sheets, and Slides. Supports multi-account, local-first, encrypted OAuth tokens.

MCP Forensic Toolkit

A secure, AI-ready local server that provides digital forensics tools for analyzing logs, verifying file integrity, and generating audit-grade reports.

logoloom

AI logo design MCP server — generates SVG logos with text-to-path conversion, SVG optimization, and full brand kit export (favicon, social media sizes, color palette). 4 tools: text_to_path, optimize_svg, export_brand_kit, image_to_svg.

Tattoo Feed

Enables browsing and curating posts from Instagram tattoo artists via Business Discovery API, with features like inspiration feed, bookmarking, and preference tracking, optimized for ChatGPT integration.

AGI Cognitive MCP Server

Provides programmatic access to causal discovery, topological data analysis, Gaussian process belief updating, thermodynamic auditing, and HCHL inference for agents and researchers.

YAPI MCP Server

Enables AI assistants to manage YAPI API documentation by providing tools to create, update, and retrieve interface details. It also supports running automated tests and managing API data across multiple configured projects.