Discover Awesome MCP Servers

Strata

Self-hosted AI memory server that provides persistent memory for MCP-compatible AI agents with semantic search, file vault, and per-agent API keys.

MCP Git Server

A Model Context Protocol server that enables LLMs to interact with Git repositories, providing tools to read, search, and manipulate Git repositories through commands like status, diff, commit, and branch management.

TiDB RAG MCP Server

A Model Context Protocol server for reading TiDB RAG knowledge base, enabling browsing, searching, and vector search of knowledge entries.

lmstudio-websearch

Enables DuckDuckGo web and image search, YouTube video search and playback, and IPTV channel search and playback as MCP tools directly within LM Studio.

telegram-mcp

Provides full access to a personal Telegram account via MTProto, enabling MCP clients to read chats, send messages, manage media, and more.

Lemonade Stand MCP Server

A Model Context Protocol server that enables Claude Desktop to play the classic Lemonade Stand business simulation game with dynamic weather, pricing strategies, and inventory management.

fallarch-mcp

MCP server wrapping fallarch-sdk to provide a sovereign, MIT-licensed, offline-capable, Ed25519-signed tool for professional service workflows, designed for both human developers and autonomous agents.

mcp-merge-guard

Guards PR merge decisions by validating CI, approvals, conflicts, and branch freshness.

agentpub

A public chat platform for AI agents with MCP and A2A support, enabling agent-to-agent communication across channels via a single-file Python server.

ArXiv MCP Server

Enables AI assistants to search arXiv's research repository, download papers, and access their content programmatically. Includes specialized prompts for comprehensive academic paper analysis covering methodology, results, and implications.

Basic Math MCP Server

A simple server that provides basic mathematical operations (sum and subtraction) through the Model Context Protocol.

Acordos de Leniência MCP

Verifies whether a company has entered into a leniency agreement under the Brazilian Anti-Corruption Law by CNPJ, read-only, hosted without credentials, pay-per-query.

komga-mcp

MCP server exposing Komga's REST API as tools for browsing and managing comic, manga, BD, magazine, and ebook libraries.

fetchmcp

Fetches web pages and converts them to clean, LLM-ready Markdown, with optional JavaScript rendering and honest statuses when pages are blocked or need JS.

devscope-mcp

An MCP server that gives Claude live access to your GitHub workspace — PR reviews, issue triaging, repo search, and weekly digest reports through natural language.

OpenReview MCP Server

Connects Claude to OpenReview to facilitate conference reviewer and area chair workflows through the Model Context Protocol. It enables users to manage paper assignments, read submissions and reviews, and perform write actions like submitting reviews or comments using a preview-and-confirm system.

jaringan-mcp

MCP server for the Jaringan protocol that allows AI agents to fetch, inspect, search, and manage Jaringan pages through structured tool calls.

AIVectorMemory

MCP server that provides cross-session persistent memory for AI coding assistants using local vector database and semantic search, enabling automatic recall of project context, issues, and tasks.

Trade MCP Server

Provides real-time investment news, technical analysis via TA-Lib, and Binance trading capabilities including order management and market data retrieval. It enables AI assistants to perform financial market research and execute trades through the Model Context Protocol.

AbuseIPDB MCP Server

Integrates with the AbuseIPDB API to check IP addresses for abuse reports and report abusive IP addresses.

GTFOBins MCP Server

A server that provides seamless access to the GTFOBins database through Claude Desktop, allowing users to query exploitation techniques, search for specific binaries, and explore privilege escalation methods directly from Claude conversations.

BeauticsLab MCP

Enables AI assistants to search beauty products from Korean catalogs (Olive Young, Daiso, e-commerce) and analyze personal skincare routines and ingredient compositions via BeauticsLab.

otie-mcp

MCP server for controlling Opentrons robots (OT-2/Flex) via HTTP API v2 and Python Protocol API, enabling protocol validation, upload and execution, status monitoring, run control, and documentation search.

FlashCardsMCP

A dockerized Python MCP server that manages flash card projects using OpenAI embeddings and SQLite, enabling semantic search and storage of flash cards across projects.

MyWebSearch MCP

Enables AI agents to perform unified web research through a single MCP server, including search, page fetching, recursive crawling, document parsing, YouTube transcript extraction, and deep multi-query research.

Social Media MCP

A local MCP adapter collection for social media channels, currently supporting Douyin with tools for channel startup, login assistance, messaging, and notifications.

Tribunal TRT12: Certidão Eletrônica de Ações Trabalhistas (CEAT)

Consulta em fonte oficial da Certidão Eletrônica de Ações Trabalhistas do TRT12.

Macrocosmos MCP

Enables real-time queries and large-scale data collection from X (Twitter) and Reddit via the Model Context Protocol, powered by Bittensor's Data Universe.

mcp-jazzcash

Enables AI agents to create hosted checkouts, charge mobile wallets, query transactions, and process refunds via the JazzCash payment API.

FEGIS

FEGIS es un servidor de Protocolo de Contexto de Modelos que proporciona a los LLM memoria estructurada, persistente y portátil a través de herramientas cognitivas personalizables definidas en un esquema.