Discover Awesome MCP Servers

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.

mcp-cli-tools

MCP server that gives AI coding agents (Claude Code, Cursor, Cline, etc.) access to multiple AI models through Antigravity CLI and OpenAI Codex CLI, enabling mid-conversation model consultation and code review.

@takeokunn/metabase-mcp

A Model Context Protocol server for Metabase that enables AI assistants to interact with Metabase instances, providing 418 tools across 58 categories for database, card, dashboard, collection, user, permissions, and more management.

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.

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.

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.

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.

themeseed

MCP server that analyzes a CMS's active theme and generates realistic demo content tailored to it, letting users judge themes with real-looking articles, images, and embeds.

discord-sovereign-mcp

Enables full-lifecycle Discord server management from any LLM, including creation, administration, and scaffolding, with a sovereignty guard ensuring mutations only occur when the client has the highest role.

MCP-Server-CollageAI

Provides tools for querying student academic data such as subjects, marks, performance reports, timetable, exams, fees, events, holidays, and assignments via natural language.

Polygraph MCP Server

Provides MCP tools that expose runtime-proven data lineage verdicts from Polygraph, allowing agents to verify declared catalog lineage, detect undeclared sources and phantom edges, and retrieve incident reports.

mssql-mcp-server

Enterprise-grade MCP server for Microsoft SQL Server, enabling semantic schema discovery, table profiling, safe data operations with preview/confirm, and multi-environment support.

flowvenue-mcp-server

Conversational business process runtime for AI agents with workflow orchestration, enterprise operations, KPI exploration, and process management capabilities.

A2A MCP Server

Exposes A2A (Agent-to-Agent) protocol as MCP tools, enabling Goose to call remote A2A agents via External Subagent mechanism.

lo-mcp

A stdio MCP server for LibreOffice Writer that enables creating, editing, and exporting Writer documents via natural language commands.

system-command-mcp

Enables AI to execute registered system commands across platforms using a stable program + args interface, without requiring shell-specific syntax or tool discovery.

AgentWall

Policy-enforcing MCP proxy that blocks dangerous tool calls before they execute. Protects credentials, filesystem, shell, and databases across Claude Desktop, Cursor, Windsurf, and OpenClaw.

GitHub MCP Server

Enables interacting with GitHub repositories for pull requests, code, and reviews through natural language.

datanika-mcp

Read-only-by-default MCP server for Datanika, an open-source dlt + dbt-core data pipeline platform: browse connections, introspect and preview source tables, compile and run dbt transformations, and monitor pipeline runs. 25 tools (17 read-only, plus 8 write tools gated behind --allow-write); source lives in the datanika-mcp/ subdirectory of the repo.