Discover Awesome MCP Servers

vision-mcp

Enables text-only models to perceive images via a vision-language model, supporting image analysis with simple descriptions or structured JSON for technical diagrams.

TaskFlow MCP

A task management server that helps AI assistants break down user requests into manageable tasks and track their completion with user approval steps.

Behavioral Audit MCP

Checks draft support replies for missing policy disclosures that the customer's situation makes relevant, returning a pass/gap verdict with suggestions.

ingress2gateway-aws-mcp

Enables conversion of Nginx Ingress resources to AWS Gateway API (ALB/NLB) YAML through a conversational interface, with validation and migration reporting.

data-aggregator-mcp

Searches and fetches research datasets across Zenodo, DataCite (Dryad/Figshare/Dataverse/OSF), NCBI omics archives (GEO/SRA/BioProject), and the literature (PubMed/OpenAIRE) through one normalized model — deduplicating by DOI, expanding organism queries with NCBI Taxonomy synonyms, and bridging papers to the datasets they produced. Resolves citations and open-access full text, and downloads files.

Markdown to Card - MCP工具

A powerful MCP tool that converts Markdown documents into beautiful knowledge card images with 20+ card styles, suitable for sharing on blogs and social media.

Codex MCP Telegram

Enables remote execution of Codex CLI commands and provides an MCP tool for AI agents to escalate questions to humans via Telegram, allowing for human-in-the-loop workflows when away from the machine.

DA Admin MCP Server

An MCP server that provides tools for interacting with the Document Authoring Admin API to manage content, versions, and configurations in DA repositories.

agent-mem0

Provides persistent cross-session memory for Claude Code, enabling it to remember user preferences, decisions, and project context across new sessions.

OmniCommanderMCP

Enables full local computer control from MCP clients, including terminal commands, file system operations, application management, screen capture, and input device automation across Windows, macOS, and Linux.

Timing Jeju FastAPI MCP

Internal MCP server for itinerary calculation and AI functions, receiving structured facts from a Spring backend via stateless MCP Streamable HTTP.

AllFlyghts MCP Server

Enables flight search, location lookup, and city information retrieval using the AllFlyghts public API through MCP tools.

shadowgate-mcp

A defensive gateway and firewall for AI agents using MCP servers, scanning tool calls, responses, and manifests for prompt injection, secrets, dangerous commands, and drift before allowing execution.

llm-battle-mcp

Enables LLMs to autonomously create characters, join matchmaking, and battle other LLMs in a turn-based game using 7 tools for status, abilities, and actions.

MolTrust

MolTrust MCP Server provides AI agents with identity verification, reputation scoring, and verifiable credentials through W3C DID-based trust infrastructure. Includes ERC-8004 on-chain agent registration and Base blockchain anchoring for tamper-proof credential verification.

edge-ai-MCP

Enables ArduPilot drone control through MAVSDK plugins, supporting mission upload, telemetry, and flight commands via MCP tools.

Todoist MCP Server

Enables task, project, section, label, and comment management via Todoist's API. Supports batch operations and pagination.

amap-weather-server

一个带有 MCP 的高德地图天气服务器

app.wishpool/turkey-payments-mcp

A remote MCP server that lets any AI agent accept payments in Turkey: local Turkish cards with taksit, international cards via iyzipay's hosted checkout.

GDMU MCP Server

Bridges AI assistants with the Zhengfang V-9.0 educational system (CAS + MFA), offering 15 tools for course, grade, and academic management.

Plex MCP Account Finder

Connects to multiple Plex accounts to perform fuzzy searches for users across servers by email, username, or display name, and generates authentication tokens for new account access.

solfleet

Agent-safe management of independent Solana validators and RPC nodes over MCP and CLI: Solana-aware status, in-place upgrades, and DNS failover. Every change is dry-run by default, policy-gated, and audited, and it never touches keypairs.

MCP Apps Todo

A Todo app leveraging MCP Apps to provide interactive UI within conversations, allowing users to manage todos via Claude Desktop or Claude Code.

MCP Server

This MCP server provides tools like weather lookup and follows the Model Context Protocol for tool calling, resource sharing, and prompt templates.

Naukri MCP Server

MCP server for scraping and managing Naukri job postings, with tracking, filtering, and Excel export capabilities.

Oceanir Memory

Provides persistent long-term memory for AI coding agents by storing entities, relations, and observations across different sessions. It enables users to manage and query structured knowledge like coding preferences, project patterns, and technical solutions via a graph-based storage system.

Ares DevOps MCP Server

An MCP server that provides seamless interaction with Azure DevOps Git repositories, enabling users to manage repositories, branches, pull requests, and pipelines through natural language.

MCP SQLite Server (Read-Only)

Enables AI agents to safely inspect and query a SQLite database through read-only MCP tools for listing tables, describing schemas, and running paginated SELECT queries.

Weather MCP

A Model Context Protocol server that enables natural language weather queries for global cities, integrating with OpenWeather API to provide real-time weather information in an easy-to-read format.

Element MCP Server

Connects Claude with Matrix/Element to read and search messages across rooms. Enables listing rooms, viewing room information, retrieving message history, and searching conversation content from your Matrix account.