Discover Awesome MCP Servers

intacct-docs

Enables AI assistants to search, browse, and generate example payloads from Sage Intacct REST API documentation using OpenAPI specs.

bazi

Bazi MCP is an AI based Bazi calculator that provides accurate Bazi chart data for personality analysis and destiny prediction.

Mail MCP Server

Enables AI assistants to send, read, and manage emails via SMTP and IMAP, with support for attachments, threads, and mailbox organization.

Lark Base MCP Server

A Model Context Protocol server that provides LLMs with read and write access to Feishu Base (飞书多维表格) databases, enabling them to inspect schemas and manipulate records through natural language.

ONES Doc MCP

MCP server for reading ONES documents in intranet environments, supporting authentication via account/password or browser session reuse.

voice-mcp

An MCP server for AI voice synthesis with an inline audio player, allowing users to give their AI assistant a custom cloned voice using DashScope or ElevenLabs.

flowindex

Enables AI coding agents to analyze codebase behavior through entrypoints, call paths, and tests, providing impact analysis and context packs for code changes.

Everything MCP Server

A test MCP server that exercises all MCP protocol features, including prompts, tools, resources, and sampling, for client builders.

NVIDIA NIM MCP Server

Enables local task execution using the user's NVIDIA NIM API quota, with tools to process file contents through LLMs, send chat prompts, and list available models.

Kahuna

A persistent memory MCP server for AI copilots that automatically surfaces relevant context across sessions, projects, and teams, eliminating the need to repeat information.

Jira-GitLab MCP Server

Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, create branches, and automate SRE workflows from issue detection to fix deployment. Features AI-powered analysis for intelligent code generation and comprehensive automation across both platforms.

Md2svg-mcp

Converts Markdown text into customizable SVG images, supporting elements like headings, lists, and tables. It enables MCP clients to visualize Markdown content in a scalable vector graphic format with custom dimensions and padding.

tlon-mcp-server

Enables interaction with Urbit ships via Tlon agents, supporting direct messaging, group management, channel operations, reactions, and profile management through natural language commands.

airis-mcp-supabase-selfhost

MCP server for self-hosted Supabase with RLS-aware PostgreSQL and PostgREST layers, enabling safe database introspection, SQL queries, and PostgREST access via natural language.

Gavelin

Search bills and speaker-attributed hearing transcripts across all 50 US state legislatures.

Tripleshot MCP Server

Streamable HTTP MCP server that fronts api.tripleshot.ai, enabling AI clients to search, fetch, and render prompts from the Tripleshot prompt library.

StatusCraft

Live operational status for 2,400+ major software services — AWS, GitHub, Stripe, OpenAI, Cloudflare, and more — pulled from each provider's official status page and returned as a normalised up / degraded / down result for any service you ask about.

chuk-mcp-geocoder

An MCP server providing geocoding and place discovery services via Nominatim and OpenStreetMap. It enables users to perform forward and reverse geocoding, extract bounding boxes, and find nearby places or administrative hierarchies.

ts-review-graph

Enables Claude Code to query a TypeScript dependency graph and retrieve the minimal set of files needed for code review, implementation, or debugging.

mcp-server-yapi

MCP server for YApi that enables LLMs to manage API interfaces, projects, and categories through natural language, supporting multiple projects and path fuzzy matching.

LangChain MCP

A Multi-Server Control Plane system that enables natural language querying of job listings and employee feedback data through two specialized servers built with LangChain.

MCP Refactoring

Enables LLMs to apply Martin Fowler's 71+ refactoring patterns to codebases through a pluggable, language-agnostic architecture. Supports previewing and applying refactorings, analyzing code smells, and inspecting code structure with safe-by-default operations.

MCP RAG Agent Server

This MCP server enables intelligent API testing automation by combining RAG knowledge retrieval with tool execution capabilities. It allows QA engineers to perform natural language-driven API testing with contextual knowledge support.

KNMI MCP Server

Provides access to Dutch weather data (current conditions, forecasts, alerts, and historical data) via the KNMI API, with automatic location name resolution for Dutch cities.

MCP for Flarum

Provides MCP-compatible AI clients with full access to a Flarum forum's API, enabling reading, searching, creating discussions, replying, moderation, and management of users, tags, and groups.

mcp_server_image_selector

Enables interactive selection of image regions from images and PDFs, with OCR support and automated export of selected regions as separate files.

Signal MCP

The most complete Signal MCP server and CLI.

Driflyte MCP Server

Enables AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.

gimp-mcp

MCP server that bridges GIMP 3.0 with natural language commands, enabling conversational image editing through Claude Desktop and other MCP clients. Exposes GIMP's full PyGObject API for AI-powered image manipulation.

PromptLab MCP Server

Sirve plantillas de prompts a través de un protocolo estandarizado para transformar consultas básicas de usuarios en prompts optimizados para sistemas de IA.