Discover Awesome MCP Servers

neon-mcp

Lightweight MCP server that allows agents to interface with the Neon REST API, deployed on Cloudflare Workers.

Sanctuary MCP Server

Wraps any AI agent harness with kernel-level protection, cryptographic signing, and portable audit trails, ensuring your agents act within your sovereignty.

code-graph-mcp

A high-performance code knowledge graph server implementing MCP, indexing codebases into a structured AST knowledge graph with semantic search, call graph traversal, and HTTP route tracing.

Mcp Server

Triển khai Giao thức Ngữ cảnh Mô hình (Model Context Protocol) kết nối LLM của bạn với Firebolt.

ats-mcp

Test automation across web, mobile, desktop, API, and SAP GUI via ActionTestScript. 30 tools covering the Playwright MCP surface plus native multi-platform reach.

mcp-recherche-entreprise

Enables searching for French companies using the official data.gouv.fr API, with filters for name, location, activity, and certifications.

codex-cli-mcp-tool

An MCP server that allows Claude Code to interact with the OpenAI Codex CLI.

mcp-openapi

Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code. Supports Swagger 2.0, OpenAPI 3.x, Bearer/API-key/OAuth2 auth, flat parameter schemas for better LLM accuracy, and smart response truncation.

Wilma MCP Server

An MCP server for the Wilma school communication platform, enabling AI assistants to view schedules, read and send messages, and manage inbox.

Truecaller Data2 MCP Server

Enables phone number lookup through the Truecaller Data2 API, allowing users to search and retrieve information about phone numbers for identification and verification purposes.

mcp-client-slack

Listens for Slack @mentions and publishes them as real-time events to the KĀDI event bus, enabling event-driven architectures with low latency.

Context Mode

An MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.

1Forge Finance MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that provides an interface to the 1Forge financial APIs, allowing access to forex data and currency conversion services through natural language interactions.

ClawPay

Enables AI agents to make payments by securely storing encrypted card details and enforcing user-defined policies, allowing agents to fill checkout forms on any site.

Nightlife Search

Provides music events, concerts, music festivals, nightclubs and other events information.

Google Cloud MCP Server

An MCP server that enables querying and interacting with Google Cloud services including Logging, Spanner, Monitoring, and Cloud Trace through natural language.

Jupyter MCP Server

AI-powered MCP server for connecting and managing Jupyter Notebooks. Enables interactive code execution, multi-notebook management, and multimodal output for data analysis, visualization, and machine learning.

Perplexity MCP Server

Máy chủ này cho phép người dùng thực hiện tìm kiếm trên web bằng Perplexity AI, cung cấp một công cụ để truy xuất kết quả tìm kiếm thông qua giao diện API đơn giản.

MCP Firebase Server

A bridge that enables Large Language Models to read from and write to Firebase Firestore collections through Model Context Protocol (MCP) tools.

mt5-mcp

An MCP server that lets an AI agent read your MetaTrader 5 account and place trades over the Model Context Protocol, with a configurable human approval gate.

UltraThink

A Python-based MCP server that facilitates structured problem-solving through sequential thinking, branching, and confidence scoring. It allows users to track assumptions and manage multiple concurrent reasoning sessions to break down complex tasks.

Token-Optimized MCP Server

Minimizes LLM token consumption via YAML serialization, HTML-to-Markdown distillation, and pre-flight token counting, with tools for web content extraction and metrics database querying.

Local Project Sync

A Model Context Protocol (MCP) server that enables AI applications to access and analyze local code repositories without manual uploads, providing file listing, content reading, code searching, and project structure analysis capabilities.

JSON MCP Server by CData

JSON MCP Server by CData

mcp-searxng

Integrates SearXNG API to give AI assistants web search and URL reading capabilities.

github-mcp

Provides 39 tools to manage GitHub repositories, branches, issues, PRs, workflows, and more via the GitHub CLI, enabling natural language interaction with GitHub.

MCP Azure DevOps Server

A Model Context Protocol server that enables AI assistants to interact with Azure DevOps services, providing capabilities for work item management, project management, and team collaboration through natural language.

AI Develop Assistant

Assists AI developers with intelligent requirement analysis and architecture design through guided clarification questions, branch-aware management, and automated architecture generation with persistent storage.

飞书日历 MCP 服务器

将飞书日历 API 封装为 MCP 服务器，支持日历、日程、订阅和忙碌状态的查询与管理。