Discover Awesome MCP Servers

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.

google_scholar_mcp

MCP server for searching academic papers via Google Scholar, retrieving metadata and abstracts, with support for Chinese queries and auto-translation.

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.

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.

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.

Git Polite

Enables AI agents to intelligently organize Git changes into clean, focused commits with autopilot mode or surgical line-by-line staging precision. Supports partial staging of untracked files and handles large diffs with smart truncation.

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.

MemMCP

A Byzantine fault-tolerant MCP Memory server that uses SQLite write-ahead logging and FAISS hybrid vector search for deterministic, secure memory operations.

Plausible Analytics MCP Server

Enables AI assistants to query website statistics from Plausible Analytics, providing access to metrics like real-time visitors, traffic trends, and page performance. It supports both Plausible Cloud and self-hosted instances through the Stats API v2.

rollin-mcp-server

Wheelchair accessibility data for 105,000+ locations across 15 US states. Enables search, details, and feedback submission through natural language.

SQL MCP Server

Enables natural-language querying and analysis of an e-commerce SQLite database via MCP, with read-only SQL execution, table inspection, and AI-generated answers.

akta pro

akta.pro gives AI agents and teams structured access to 20M+ private companies and real-time news signals — entity-resolved, deduplicated, and pay-as-you-go.

Mintline MCP Server

Connects AI assistants to Mintline receipts and transactions via the Model Context Protocol. It enables users to search, filter, and manage financial records, including matching receipts with bank transactions through natural language.

carbonstop-mcp

Enables AI assistants to automatically call Carbonstop Cloud API for carbon footprint modeling, product query, and emission analysis through natural language.

Mind Forge

Ingest, query, and generate study materials from documents (PDF, DOCX, Markdown, images, web pages) using vector search, knowledge graph, and study tools through OpenCode chat.

vaultrecall-mcp

A local MCP server that turns an Obsidian vault into a searchable second brain for Claude with meaning-based search, note read/write, and insight reports like contradictions and stale TODOs.

EPO Register MCP

MCP server that retrieves document metadata from the European Patent Register using the get_ep_register_documents tool.

apogeoapi-mcp

Geographic data (250+ countries, 150K+ cities), live exchange rates with 25 base currencies, and IP geolocation for AI assistants. Powered by ApogeoAPI.

youtube-music-mcp

An MCP server for managing YouTube Music playlists via Claude. Add and remove songs, create playlists, and ask Claude to suggest music — all through conversation.

Lifesign

Enables AI agents to read real-time device status and health data (battery, location, network) reported from a mobile phone, acting as a single-port HTTP/MCP telemetry server.

dsh-mcp-sync

Automatically synchronizes and deduplicates MCP configurations from Claude Code, Codex CLI, Cursor Agent, and custom sources, providing a centralized view and management interface.