Discover Awesome MCP Servers

Alma Atlas

Enables AI agents to query live schema, lineage, and query-context across data warehouses, dbt projects, orchestration systems, and BI tools via MCP tools.

sefaria-api-mcp

Enables AI agents to access and interact with the Sefaria database of Jewish texts, including retrieval, search, and related content.

HedgeDoc MCP Multitenant Proxy Server

A secure, multi-tenant MCP server that proxies AI assistant requests to the HedgeDoc API, exposing 27 tools for full CRUD operations and permission management across notes, media, and profiles.

Tavily Web Search MCP Server

Enables web search capabilities through the Tavily API, allowing users to search the internet for information using natural language queries. Demonstrates MCP server implementation with external API integration.

ABsmartly MCP Server

Provides access to the ABsmartly experimentation platform with 230+ commands across 33 groups for experiment lifecycle, metrics, goals, teams, etc.

telegram-bot-mcp

Full-featured Telegram Bot API server for MCP (Model Context Protocol). 174 tools covering the entire Bot API — messages, chats, stickers, payments, forums, stories, and more.

mcp-server-redmine

Exposes 30 tools to manage Redmine resources (issues, projects, users, time entries, wiki pages, news, files, roles) via the REST API using stdio transport.

StableOps Agent Payments MCP Server

Enables configuring and running StableOps Agent Payments while keeping secrets user-controlled, with wallet-pairing via user signatures and runtime payments through a user-operated signer sidecar.

toon-memory

MCP memory server for AI coding agents to remember decisions, patterns, and bugs between sessions. Provides persistent memory with 37 MCP tools, multi-session coordination, and token-efficient recall.

Anki MCP Server

An MCP server that enables AI assistants to interact with the Anki flashcard application for studying, deck management, and note creation. It supports natural language interaction for reviewing cards, searching content, and managing media files across local and remote environments.

deepseek-vision-mcp

Provides a recognize_image tool that enables image recognition using DeepSeek's vision capabilities. Supports automatic login via browser or manual token configuration for server environments.

Weather MCP Server

Provides weather information to LLM agents via two implementations: USA using National Weather Service API and Israel using Playwright browser automation.

procurement-knowledge-mcp

MCP server for querying procurement and inventory documents (invoices, purchase orders, etc.) via structured lookups, precomputed comparisons, and full-text search.

indesign-mcp-server

Enables AI assistants to automate Adobe InDesign publishing workflows, including document creation, text formatting, image placement, PDF export, and more via 35+ professional tools.

Emulator MCP Server

Controls Android emulators from any MCP-capable client via ADB and emulator CLI, supporting AVD management, APK operations, screen interactions, and device diagnostics.

OFZ MCP Server

Enables querying OFZ, subfederal, and corporate bonds from MOEX with filters, and calculating investment returns.

MCP DevOps Test Server

Enables test execution and management through MCP clients, allowing retrieval of projects, listing tests, executing tests with browser selection, and monitoring results.

regret-mcp

A tiny local MCP memory server that stores lessons learned and resurfaces them before your AI agent repeats the same mistake. It provides tools for adding, searching, listing, forgetting, and inspecting lessons via MCP stdio.

OpenMemBrain

OpenMemBrain is the intelligent membrane for AI coding memory. It autonomously reads and learns from your coding sessions — you never have to tell it what to save. It selectively absorbs project knowledge, blocks secrets, filters noise, resolves conflicts, and persists only what matters.

trustboost-pii-sanitizer

PII sanitization layer for autonomous AI agent pipelines. Detects and redacts emails, phone numbers, national IDs, private keys, and financial data before text reaches LLMs. Supports EN, ES (LATAM), PT (BR/PT), DE, JA.

Bug Bounty Assistant MCP

An MCP server that provides passive and low-impact active reconnaissance tools for authorized bug bounty and security assessments, enabling LLMs to perform structured recon and generate reports.

Lore

Cross-agent memory server: hybrid (vector + full-text + knowledge-graph) recall, per-user private/shared visibility, write-side secret/PII redaction, and as-of-date bi-temporal fact queries. Auto-injection hooks for Claude Code / Cursor / Codex; self-hostable on PostgreSQL or SQLite.

VibeGuard MCP

Enables policy-style auditing of content through the audit_vibe MCP tool to enforce configurable guardrails. Supports both local stdio and serverless Streamable HTTP deployment via Vercel for flexible integration with MCP clients.

TDPilot

An MCP server for TouchDesigner that lets AI agents inspect, build, wire, optimize, and stabilize live TD networks with 106 tools, plus a technique memory system for reusable patterns.

a2a-bridge-mcp

MCP server for agent-to-agent communication -- capability discovery, task delegation, and result aggregation across MCP agents.

CryptoAgentMail

Public skill package and hosted MCP email infrastructure for AI agents with inbox creation, sending, memory, recovery, and Solana USDC credit payments.

MCP-TEST

MCP-TEST

medrxiv-mcp

MCP server that turns a medRxiv DOI into clean markdown full text and provides free, relevance-ranked preprint search via Europe PMC.

open-meteo-mcp-server

Provides comprehensive access to Open-Meteo weather APIs, including forecasts, historical data, air quality, marine weather, and geocoding, enabling LLMs to retrieve weather information and location data.