Discover Awesome MCP Servers

low-hallucination-vision

A low-hallucination vision MCP server that uses OpenAI-compatible multimodal models with structured prompts, confidence gating, and forced JSON to reduce false claims in image analysis.

universal-context-mcp

A context preservation engine for AI agents that bundles project state into a markdown package and syncs it to clipboard or cloud, enabling zero knowledge loss across sessions.

@aiwerk/mcp-server-vault

MCP server for secure AI agent access to Bitwarden/Vaultwarden vaults with BYOK, exposing tools to list items, reveal secrets via encrypted Sends, get TOTP codes, and save credentials.

MystoraX MCP Server

Enables MCP clients to interact with the MystoraX Conductor for routing, surface management, and goal submission via HTTP and native plugins.

mcp-slskd

MCP server for searching and downloading music from the Soulseek peer-to-peer network via slskd. Enables AI assistants to discover and download music directly.

medicover-mcp

Enables AI agents to manage appointments on Medicover's Polish patient portal, including booking, rescheduling, and slot searching for patients and dependents.

x-wing-mcp

An MCP server for X (Twitter) that enables creating posts, threads, likes, follows, and DMs, plus reading posts, timelines, mentions, and search results via a unified OAuth 2.0 connection.

AI Readiness

Check whether a website is visible to AI search engines (ChatGPT, Perplexity, Claude, Google AI Overviews). Returns a 0-100 readiness score, a grade, and a specific fix for each gap. Dependency-free, no API keys.

app.anakior/atlas-mind

Atlas Mind MCP server exposes 24 tools to read, write, triage, map, rewind, and audit a knowledge base stored as plain files in a git repository, enabling AI assistants to act as an external brain.

Inliner MCP Server

Enables AI coding agents to manage image projects, generate and edit images, and check usage via Inliner.ai through natural language commands.

ai-log-mcp-server

Enables querying and managing AI logs through tools like listing logs, retrieving jobs, and performing AI-powered chat queries. Also provides access to gateway security reports and guardrail testing.

mcp-memories

Captures code build sessions and publishes them to a shared team knowledge base, making past work discoverable via semantic search.

dremio-mcp-lite

A lightweight MCP server for exploring Dremio data catalogs. It provides read-only tools for browsing catalogs, querying tables, and previewing data.

codex-claude-subagent

Enables Codex to delegate tasks to interactive Claude Code sessions as role-controlled subagents for exploration, code review, and implementation, using the existing Claude Code installation on macOS.

n8n-mcp

A Python-based MCP server adapted from the n8n_agent project that implements a note storage and summarization system. It enables users to create, retrieve, and summarize notes through the Model Context Protocol.

crisisnet-mcp

Minimal MCP server for calculator operations, built with NitroStack template for learning purposes.

TetherIQ

A zero-config local desktop proxy gateway for AI coding agents, providing model failovers, spend caps, and 1-click MCP tool syncing across multiple client environments.

Http-tools Universal MCP Server

Provides a standardized MCP interface for interacting with HTTP tools and services, enabling unified API access and management.

notebooklm-mcp

Enables AI assistants to programmatically interact with Google NotebookLM, allowing them to create and manage notebooks, add sources, query content, generate audio/video, and perform research tasks through natural language commands.

Deep Learning with Python MCP Knowledge Base

An MCP (Model Context Protocol) server that turns the book Deep Learning with Python (François Chollet) into a searchable knowledge base, so Claude can act as a deep-learning/ML expert grounded in the book's content.

Estonian Law MCP Server

Enables querying Estonian legislation from Riigi Teataja, including full-text search across 1,602 statutes and 63,624 provisions, with EU law integration and citation validation.

Artefact Revenue Intelligence MCP Server

An MCP server that provides AI agents with ICP Triangulation Framework™ for scoring prospects across firmographics, behaviors, and growth signals, plus RFM analysis and pipeline health scoring, with optional HubSpot integration.

fd-find-data-business-mcp

Provides login-gated access to FindData's crawled business data, enabling users to read indicators over time, list concepts, search via natural language, and run graph queries.

memgit

Provides git-like version-controlled persistent memory for AI assistants, enabling context persistence, diffing, rollback, and sync across sessions and AI tools via MCP.

SpaceTraders MCP Server

An MCP server that enables AI agents to interact with the SpaceTraders API, managing agents, fleets, contracts, and trading operations in the SpaceTraders universe.

MCP Server

Workspace-scoped AI agent infrastructure for .NET enabling context retrieval, TODO orchestration, session logging, repository operations, GitHub automation, GraphRAG, and agent orchestration over HTTP and MCP STDIO transports.

Swagger MCP

Dynamically generates MCP tools from Swagger/OpenAPI specifications by extracting swagger.json files at runtime. Enables natural language interaction with any REST API that has Swagger documentation.

memory-mcp

A persistent memory MCP server for Claude Code that automatically saves conversations and retrieves relevant history across sessions to provide context.

BNB Chain MCP Server

Enables AI assistants to interact with BNB Chain, including wallet creation, balance queries, token transfers, swaps via PancakeSwap V3, and price data from Binance Oracle.

logodev-mcp

Enables looking up company logos and brand data via the logo.dev API.