Discover Awesome MCP Servers

MCP Context Server

Enables persistent multimodal context storage for LLM agents with thread-based scoping, metadata filtering, and hybrid search capabilities.

devdoc

A documentation MCP server that crawls websites and Git repositories, stores them as Markdown, and provides tools to search and retrieve documentation for local LLMs and AI agents.

InvoiceX-Ray

An MCP server for detecting Trade-Based Money Laundering (TBML) in Indian trade finance, cross-referencing invoices against commodity benchmarks, customs records, and regulatory timelines to identify over/under-invoicing, phantom shipments, and duplicate financing.

GPT Search Orchestrator

A read-only MCP server that searches Chinese and global public platforms and fetches public pages, marking evidence status without judging truth.

@misarblog/mcp

Enables AI assistants to publish and manage blog posts on Misar.Blog, including drafts, series, AI content generation, and analytics.

FiveM Enhanced MCP

An unofficial, source-grounded MCP server for FiveM for GTAV Enhanced development, providing exact native lookups, platform constraints, manifest/security reviews, NUI compatibility evidence, and direct primary sources.

Healthcare MCP Server

一个模型上下文协议服务器，为人工智能助手提供访问医疗保健数据工具的权限，包括 FDA 药品信息、PubMed 研究、健康主题、临床试验和医学术语查询。

Yandex Metrika MCP

A Model Context Protocol (MCP) server that provides access to Yandex Metrika analytics data through various tools and functions. This server allows AI assistants and applications to retrieve comprehensive analytics data from Yandex Metrika accounts.

Functional Requirements MCP Server

Enables developers to generate structured software documentation including user stories, requirements, technical specifications, and more using AI-powered prompts via the MCP protocol.

Bitbucket MCP Server

An MCP server that enables interaction with Bitbucket repositories through the Model Context Protocol, supporting both Bitbucket Cloud and Server with features for PR lifecycle management and code review.

Arthor-Agent

AI agent for security teams: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base, OpenAI/Ollama. Risks, compliance gaps, remediations. MIT.

pw-browser-mcp

Enables browser automation with Playwright, offering 17 tools for navigation, session management, Chrome profile selection, and action recording.

jadx-mcp-multisession

Enables AI clients to autonomously manage multiple jadx-gui sessions, opening, switching, and closing windows, with automatic startup and plugin compatibility.

sdp-mcp

Provides 76 tools for enterprise Solana development, enabling stablecoin issuance, payments, trading, wallet management, and compliance screening via natural language.

brain-mcp

Enables automatic knowledge capture and injection of guardrails for AI assistants like Claude and Cursor, improving code quality and preventing recurring mistakes.

FreshGen Link

Self-hosted MCP server that integrates Kie.ai image and video generation into GoHighLevel's AI tools, enabling AI agents to create media on demand.

StoryForge MCP Server

Enables AI clients to create and manage Jira tickets for Agile backlog items through natural language commands, integrating structured backlog generation with Jira board actions.

2Captcha MCP

MCP server that exposes the full 2Captcha API surface to Claude Code, enabling solving of 31 captcha types, management tools, and webhook integration for asynchronous solves.

AgentLedger AI Dossier

AI-synthesized 3-bullet DeFi risk dossier for any Base wallet. Pre-trade counterparty vetting for MEV and arbitrage bots via x402 ($0.10 USDC per query).

MCP Conductor

An orchestration system that coordinates multiple MCP servers to eliminate AI session startup overhead through intelligent project caching. It enables instant context loading and conversation continuity by synchronizing data across Memory, Filesystem, Git, and Database MCPs.

mor

Enables AI assistants to search, read, create, update, and remove personal markdown notes stored locally, providing persistent memory across sessions.

MCP Opener

Enables opening files, folders, and URLs across different operating systems with special support for Linux Flatpak Firefox installations, handling filesystem sandboxing restrictions automatically.

PostgreSQL MCP Server

Enables AI assistants to interact with PostgreSQL databases through MCP, supporting multi-database and schema access with security controls like read-only mode and SQL auditing.

map-mcp

Enables AI agents to perceive and control a live MapLibre GL map over MCP, allowing querying rendered features, reading popups, navigating, and toggling layers.

logospell-mcp-server

AI-agent image generation: cohesive image sets and single illustrations over MCP. PNG/WebP (optional transparency) or JPEG.

X Archive Daemon

Archives posts from X into a local SQLite database and provides tools for semantic analysis and natural language search. It enables agents to manage low-cost data ingestion and retrieve relevant posts using local embeddings and topic labeling.

WeixinClaw Bridge MCP

A Windows-native WeChat bridge that connects WeChat to multiple MCP clients (Web Chat, Codex, Claude Desktop, etc.) for bidirectional text, image, and file transfer without requiring OpenClaw.

Smart Docs MCP Server

Enables intelligent analysis of codebases to generate comprehensive documentation, calculate documentation coverage, and identify missing documentation with severity levels. Supports TypeScript, JavaScript, and Python with AI-powered suggestions for documentation improvements.

3ilm-mcp

Enables AI agents and security researchers to query a curated knowledge base of 1,032 verified smart contract vulnerability findings from Sherlock audit contests, including acceptance rates and examples per vulnerability pattern.

MCP YAML API

A Model Context Protocol server that creates tools from API configurations defined in YAML files, allowing easy integration of external APIs into an MCP ecosystem without coding.