Каталог MCP-серверов

Token-efficient access to OpenAPI/Swagger specs via MCP Resources

philrox/ris-mcp-ts ☁️ - Access Austrian federal laws, state laws, court

tickadoo ☁️ - Discover and book theatre, shows, events, tours and

An MCP server for searching job listings with filters for date, keywords, remote work options, and more

renoun-mcp ☁️ - Structural observability for AI conversations.

The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic algebra, numerical computing, and data visualization

Read and write Apple Notes with bidir

agentkits-memory 🪟 - Persistent memory for AI coding

- Navigate your Aiven projects and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services

Supabase MCP Server with support for SQL query execution and database exploration tools

recallnest 🪟 - Persistent memory MCP server for AI coding agents (

MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai

A MCP server for taking screenshots of webpages to use as feedback during UI developement

MCP for LLM to search and read papers from arXiv

MCP to search and read medical / life sciences papers from PubMed

An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave

Crawl websites into clean Markdown, search pages, and e

central-intelligence ☁️ - Persist

upload and manipulation of IPFS storage

MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless

openhive-mcp ☁️ - Shared knowledge base where

Enterprise-grade Anki integration with natural language interaction, comprehensive note/deck management, and one-click MCPB installation. Built on NestJS with comprehensive test coverage

Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering

DocSentinel ☁️ 🪟 - MCP server for AI agent for cybersecu

dragon-mcp ☁️ - MCP server for Greater China local life s

backloghq/backlog 🪟 - Persistent, cross-session task management for Cl

Korean & global crypto exchange routing, arbitrage signals, and x402 USDC micropayments for AI agents. 16 tools, 9 exchanges, 11 bridge coins

AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one

Create crafted UI components inspired by the best 21st.dev design engineers

codebeamer-mcp ☁️ 🪟 - Codebeamer ALM integration for mana

AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization

iOS code quality analysis and test automation server. Provides comprehensive Xcode test execution, SwiftLint integration, and detailed failure analysis. Operates in both CLI and MCP server modes for d

MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter). Makes EchoRift's agent infrastructure callable as MCP tools so any MCP client can treat EchoRift like a

Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time

AWS Single Sign-On (SSO) integration enabling AI systems to securely interact with AWS resources by initiating SSO login, listing accounts/roles, and executing AWS CLI commands using temporary credent

Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram"

Read and analyze GitHub repositories with your LLM

Local image and video processing MCP server with 13 tools for resize, convert, compress, crop, thumbnail, metadata extraction, rotate, flip, filters, and ffmpeg-based video operations. No API keys req

AI-powered video editing MCP server with 10 tools for timeline editing, 5-layer compositing, semantic operations, and FFmpeg rendering (1920x1080, 30fps H.264+AAC)

3aKHP/prts-mcp ☁️ - MCP Server for Arknights, querying the PRTS Wiki API and

AlexanderLawson17/revettr-python ☁️ - Count

A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-archit

A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with

alexpota/cloudscope-mcp ☁️ - Azure cloud cost management — sp

A Node.js MCP server that spins up isolated Docker-based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation and clean teardown

agent-deploy-dashbaord ☁️ - Unified dep

nakkas 🪟 - MCP server that turns AI into an SVG artist. One rendering engine

arnstarn/mcp-server-spotinst ☁️ - MCP server for Sp

MCP server for analyzing ROADrecon gather results from Azure tenant enumeration

Enterprise-grade Jenkins CI/CD integration with multi-tier caching, pipeline monitoring, artifact management, and batch operations. Features 21 MCP tools for job management, build status tracking, and

MCP server for detecting, monitoring, and analyzing potential wildfires globally using multiple data sources including NASA FIRMS, OpenWeatherMap, and Google Earth Engine

alilxxey/openobserve-community-mcp 🪟

alimuratkuslu/byok-observability-mcp ☁️ 🪟

AI agent activity logger & monitor MCP server with 20 tools. Post logs, create articles, manage social interactions, and monitor AI agent activities on the Alog platform

Comprehensive DevOps and networking MCP server providing standardized access to essential infrastructure tools. Features network monitoring, system diagnostics, automation workflows, and infrastructur

A Model Context Protocol server for managing, monitoring, and querying data in CockroachDB

Manage pfSense firewalls through AI

Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications

Use natural language to explore LLM observability, traces, and monitoring data captured by Opik

Universal deployment tracker for AI assistants with live status badges and deployment monitoring

Interact with Edge Delta anomalies, query logs / patterns / events, and pinpoint root causes and optimize your pipelines

Unified agent work logging and observability across ChatGPT, Claude, Cursor, Codex, and OpenClaw with config-first schemas and pluggable sinks

unphurl-mcp ☁️ - URL intelligence for AI agents. 13 tools for securit

MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via th

Real-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across multiple threat detection engines

Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them

agentgraph-co/agentgraph ☁️ 🪟 - Trust verification and se

agent-ward 🪟 - Permission control plane for AI agents. MCP

Solana blockchai

Security-focused MCP server that provides safety guidelines and content analysis for AI agents

air-blackbox-mcp 🪟 - EU AI Act compliance scan

ajitpratap0/GoSQLX ️ ☁️ - 7 SQL tools (validate, format, parse, lint, s

MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent

shield-api-mcp ☁️ 🪟 - Security intelligence for AI ag

Persistent memory and guardrails for Claude Code. Features mistake tracking, loop detection, scope guard, and hooks that block risky edits. Runs locally with Ollama

A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation

A MCP server for the Open Library API that enables AI assistants to search for book information

A local MCP server that generates animations using Manim

aegis 🪟 - Policy-based governance for AI agent tool calls. YAML policies, appr

AceDataCloud/MCPNanoBanana ☁️ - NanoBanana AI image gen

AceDataCloud/MCPSeedream ☁️ - ByteDance Seedream image gene

AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds

MCP server for working with Blender

icogenie-mcp ☁️ - AI-powered SVG icon generation MCP serv

Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required

MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)

AceDataCloud/MCPFlux ☁️ - Flux AI image generation and editing (Bla

An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web i

PiAPI MCP server makes users able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps

Provides the ability to generate images via Replicate's API

doctorm333/promptpilot-mcp-server ☁️ - Ge

AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, budget enforcement, reserve-burn-refund billing

A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls

Run queries against InfluxDB OSS API v2

Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated

prompeteer-mcp ☁️ - Generate A+ prompts for ChatGPT, Cl

Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude Desktop

CLI and MCP server for AI video and image generation with unified access to 7 models (Kling, Veo, Sora, Seedance, Flux, Grok Imagine). Provides 9 tools for generating, managing, and browsing media

AceDataCloud/MCPSuno ☁️ - Suno AI music generation, lyrics, covers,

An MCP server that installs other MCP servers for you

sats4ai ☁️ - Bitcoin-powered AI tools via Lightning Network micropaymen

Generate high-quality text-to-speech and text-to-voice outputs using the DAISYS platform and make it able to play and store audio generated

brainiall-mcp-server ☁️ - AI-powered speech t

gpu-bridge-mcp-server ☁️ 🪟 - Unified GPU inference API with 30

Let the agent speak things out loud, notify you when he's done working with a quick summary

MCP Telephony server for automating voice calls with Speech-to-Text and Speech Recognition to summarize call conversations. Send and receive SMS, detect voicemail, and integrate with Vonage APIs for a

MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket

Spix-HQ/spix-mcp ☁️ - Give AI agents a real phone number and voice. Make ou

This service provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file

transloadit/node-sdk ☁️ 🪟 - Agent-native media processing via Tr

Web content extraction for AI agents. 10 tools: scrape, crawl, m

A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts

Native Safari browser automation for

Browser automation capabilities using Puppeteer, both support local and remote browser connection

Coinmarket API integration to fetch cryptocurrency listings and quotes

agent-scraper-mcp ☁️ - Web scraping MCP server fo

Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more

An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown

An MCP server for browser automation using Playwright

Lightweight browser automation MCP server in Rust with zero dependencies

Alpha Vantage API integration to fetch both stock and crypto information

MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent

Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN

Kagi search API integration

AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX

Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations

MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users

Web search capabilities using Brave's Search API

connectrylab-architect-cert-mcp MCP server](https://glama.ai/mcp/servers/Connectry-io/connectrylab-architect-cert-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Connectry-io/connectrylab-architec

Work with Kagi *without* API access (you'll need to be a customer, tho). Searches and summarizes. Uses Kagi session token for easy authentication

An MCP server providing curated Swift and SwiftUI best practices from leading iOS developers, including patterns and real-world code examples from Swift by Sundell, SwiftLee, and other trusted sources

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled w

Pay-per-use semantic web search

A Model Context Protocol Server for SearXNG

A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more

mingle-mcp ☁️ - Agent-to-agent networking. Your AI publishes what you nee

An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents

TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!

An MCP server to interface with the Google Tasks API

agent-mq ☁️ - Message queue for AI coding assistants. Le

benmonopoli/open-greenhouse-mcp ☁️ 🪟 - Prod

A MCP server that send desktop notifications with sound effect when agent tasks are completed

Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status

IMAP/SMTP email MCP server with 42 tools for reading, searching, sending, scheduling, and managing emails across multiple accounts. Supports IMAP IDLE push, AI triage, desktop notifications, and auto-

MCP server for Mattermost API. List channels, read/post messages, manage threads and reactions, monitor topics. Supports flexible configuration via CLI args, environment variables, or config files

gws-mcp-server ☁️ 🪟 - Google Workspace MCP serv

job-gpt-mcp-server ☁️ 🪟 - MCP server for JobGP

Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion

Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time

Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session context management

Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowledge graphs, specialist expertise hats, and multi-tenant isolation. Free 7-day trial

mengram ☁️ 🪟 - Human-like memory layer for AI agents with sema

A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready feature

arthor-agent ☁️

A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently

MCP server for full control of Apple Keynote throug

Local-first AI memory with causal graphs and citation verification. Semantic search, confidence decay when code drifts, and zero network connections. Works across Claude Code, Cursor, VS Code, and 7 m

cg3-llc/prior_mcp ☁️ - Shared knowledge base where AI agents exchange pro

propstack-mcp ☁️ 🪟 - Propstack CRM MCP: search contacts, mana

Production-ready MCP server for Method CRM API integration with 20 comprehensive tools for tables, files, users, events, and API key management. Features rate limiting, retry logic, and dual transport

mcp-vtenext 🪟 - MCP server for VTENext CRM (

MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations

Allows AI clients to manage records and notes in Attio CRM

Allows AI clients to manage contacts, opportunities and tasks in Capsule CRM including Claude Desktop ready DTX-file

Personal CRM — manage contacts, interactions, tasks, notes, daily journal, and tags through 42 MCP tools

Allows you to automate or monitor business operations, sales recorder, POS software, CRM

asterpay-mcp-server ☁️ - EUR settlement for AI

frihet-mcp ☁️ - AI-native business management — invoices, expenses,

Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local HLedger accounting journals

4dmrkey/cryptopolitan-mcp ☁️ - Real-time cryptocurrency ne

free & fully local

deckrun-mcp ☁️ - Generate presentation PDFs, narrated video

Access institutional-grade alternative financial data directly in your LLM workflows

Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names

Allow AI agents to interact with Alchemy's blockchain APIs

Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders )

Trade Indian stocks on Zerodha Kite via natural convers

Enable AI LLMs to execute trades using MetaTrader 5 platform

Interact with Twitter search and timeline

A Model Context Protocol server for TikTok Ads API integration, enabling AI assistants to manage campaigns, analyze performance metrics, handle audiences and creatives with OAuth authentication flow

Fetch YouTube subtitles

AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities

Instagram MCP server for analytics and insights. Get account overviews, posts, followers, following lists, post insights, and search for users, hashtags, or places

Turn URLs int

X/Twitter algorithm optimizer with post drafting, review scoring, and AI image generation for maximum engagement

Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,000+ transcript segments with YouTube timestamps. Perfect for PRDs, strategy, and PM career advice

vk-mcp-server ☁️ - MCP server for VK (VKontakte) social network A

A comprehensive MCP server that enables LLMs to explore and interact with the Fediverse through ActivityPub protocol. Features WebFinger discovery, timeline fetching, instance exploration, and cross-p

Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manage engagement, upload media. No API keys needed, uses browser cookies. Pay per call from $0.001 via x402 micropayments

citedy-seo-agent ☁️ - Full-stack AI marketing toolkit with

Use Amazon Nova Canvas model for image generation

embeddedlayers/mcp-analytics ☁️ - Statistical anal

dsers-mcp-product ☁️ - Automate AliExpress/Alibaba dropship

manage inventory, track orders, analyze sales, and optimize listings

Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations

Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefront API

E-commerce and business intelligence M

Model Context Protocol (MCP) server that interacts with Shopify Dev

Full Figma control: create shapes, text, components, set styles, auto-layout, variables, export. 80+ tools

Provide coding agents direct access to Figma data to help them one-shot design implementation

Translates des

Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets maintenance and full screens implementations

text-to-model 🪟 - Turn natural language into 3D mod

m-moire — Design system MCP server. 20 tools: extract design tokens fr

Figma MCP server with full read/wri

MCP server connecting Claude to Metabase

Official MCP server for dbt (data build tool) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities

evc-spark-mcp ☁️ 🪟 - Search and discover AI agents, skills

Compare Uber and Lyft prices for any route in real-time with fare estimates, surge pricing info, and cheapest option recommendations

MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation

heap-seance 🪟 - Java memory leak diagnostics via

AI-native collaborative spreadsheet MCP server for session management, knowledge base, task tracking, and sheet operations. Integrates with Claude Code, Cursor, and Cline

subhatta123/twilize 🪟 - Programmatic Tableau workbook (.twb/.twbx)

MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages

Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features

A still point for AI agents in fog

MCP server for the Registry Broker. Discover, register, and chat with AI agents on the Hashgraph network

MCP server that provides comprehensive WHOIS loo

An OpenStreetMap MCP server with location-based services and geospatial data

An MCP server that provides comprehensive US legislation

A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform accurate geospatial operations

roslyn-codelens-mcp #️⃣ 🪟 - Rosly

Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis, and file I/O (Shapefile, GeoJSON, GeoPackage)

MikkoParkkola/mcp-gateway ️ 🪟 - Universal MCP gateway w

mikusnuz/dynadot-mcp ☁️ - MCP server for the Dynadot domain registr

alex-gon/thegamecrafter-mcp-server ☁️ -

The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community det

buildepicshit/Wick #️⃣ 🪟 - Native C# MCP server for Godot Engine — 53

butterlatte-zhang/unity-ai-bridge #️ 🪟

Claude Code knowledge platform & marketplace MCP server. Search and share snippets, prompts, Q&A solutions, error fixes, and MCP server configurations from the ClaudeCodeNavi community

MCP Server for Unity3d Game Engine integration for game development

A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects

Search and discover hundreds of thousands of video games on any platform through the GameBrain API

godot-runtime-mcp 🪟 - MCP server for Godot 4.x with

godot-forge 🪟 - Godot 4 development companion with test running

Teamfight Tactics champion, trait, item, and augment re

HadiCherkaoui/crafty-mcp 🪟 - MCP server for managing Min

Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control

mockd ️ 🪟 - Multi-protocol API mock server with 18 MCP tools. Mock HTTP, Grap

Workflow for fixing build issues in ESP32 series chips using ESP-IDF

An MCP server that standardizes and contextualizes industrial Modbus data

MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information

Access Home Assistant data and control devices (lights, switches, thermostats, etc)

The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform

An MCP server for Matter Controller, enabling AI agents to control and interact with Matter devices

A QR code generation MCP server that converts any text (including Chinese characters) to QR codes with customizable colors and base64 encoding output

Shipi MCP server to create shipments, track packages, and compare rates with 18 tools for various carriers. Supports remote MCP

AceDataCloud/MCPShortURL ☁️ - Free URL shortening with batc

supports ARM Cortex-M, RISC-V debugging via J-Link, ST-Link, and more

A comprehensive MCP server for serial port communication

Allows the AI to read from your Bear Notes (macOS only)

nightlife](https://glama.ai/mcp/servers/alcylu/nightlife-mcp/badges/score.svg)](https://glama.ai/mcp/servers/alcylu/nightlife-mcp) ☁️ - MCP server for Tokyo nightlife event discovery, venue search, p

MCP that simulates a set of smart home and lifestyle devices, allowing you to test agent's reasoning and discovery capabilities

MCP server and Claude Plugin for a full ENCODE

An MCP server that allows checking local time on the client machine or current UTC time from an NTP server

 🪟 - Control WeMo smart home devices via AI assistants using natural language. Built on pywemo for 100% local co