Discover Awesome MCP Servers

finance-mcp-server

A personal finance MCP server that combines DART official disclosures, Telegram analyst chatter, and Toss Securities live trading to give LLM agents research and execution capabilities.

copilot-cloud-agent-mcp

Enables Claude or any MCP client to drive the GitHub Copilot cloud agent via its REST API, allowing it to research, edit, and open pull requests on repositories without manual intervention.

neonize-whatsapp-gateway

A WhatsApp capture and messaging layer that provides MCP tools for LLM agents to read messages, list chats, manage contacts, and send replies.

Javelin Guardrails MCP Server

Provides AI security guardrails through Javelin's platform to detect harmful content, prompt injection attempts, and language policies. Enables comprehensive content safety analysis with trust & safety detection, prompt injection protection, and language identification.

vs_claude_code

A native Visual Studio 2026 extension implementing Claude Code's IDE integration protocol: agent edits open in VS's diff viewer for accept/reject, and MCP servers expose the live debugger (stepping, data breakpoints, attach), Test Explorer runs, and Roslyn navigation with decompile to the agent.

MCP Guidelines Server

A remote MCP server that serves versioned Enterprise & Architecture guidelines (security, architecture, compliance) to LLM clients via Streamable HTTP with Bearer-token authentication.

mcp-server-muscxml

MCP server for MusicXML references.

mcp-chromium-cdp

MCP server for controlling Chromium/Chrome via Chrome DevTools Protocol. Supports cross-platform automation, auto-launch, and automatic reconnection.

MCP Filesystem Server

Provides LLM-optimized tools for advanced code analysis, repository complexity evaluation, and call graph generation. It enables users to visualize directory structures, detect code patterns, and build semantic context with significant token savings.

sovseal MCP Server

Provides a private, on-device memory with semantic search for MCP clients, enabling encrypted storage and recall of context facts without external API calls.

Elasticsearch Memory MCP

Provides persistent, intelligent memory using Elasticsearch with hierarchical categorization and semantic search for LLM contexts.

expenses-mcp-server

Enables LLM clients to manage a financial ledger by adding, listing, and summarizing expenses via a remote MCP server using SSE transport.

businys

Multi-practice operations platform for independent professionals — 221 MCP tools across 26 practices including clients, invoices, contracts, bookings, and more.

Google Sheets MCP Server

Enables comprehensive interaction with Google Sheets and Google Drive through OAuth2 authentication. Supports spreadsheet creation, data manipulation, formatting, chart creation, and advanced operations like SQL queries and batch updates.

iso20022-readiness-suite-mcp

An MCP server that provides a readiness gateway for ISO 20022 payments, offering readiness checks, automated remediation, clearing-profile linting, and bank-response simulation through a single orchestration interface.

Vulnary-MCP

MCP server for querying CVE and package vulnerability data from NVD and OSV.dev, allowing CVE lookups and dependency scanning.

Media_MCP

A modular MCP-style server for image and video processing, offering commands for tasks like background removal, resizing, compression, OCR, video trimming, GIF creation, and subtitle extraction via simple CLI tools.

openalgo-mcp

MCP server for OpenAlgo, enabling algorithmic trading operations via natural language commands.

ZeroTrusted ai PII Detection

ZeroTrusted ai PII Detection

mcp-oss-onramp

An MCP server that scouts truly beginner-friendly open-source issues from GitHub, checking availability and summarizing them for AI consumption.

Colab MCP

A Model Context Protocol server that enables users to control and interact with Google Colab instances via a reverse proxy. It supports executing shell commands, running persistent Python code, and monitoring system resources like CPU, GPU, and RAM.

mem0-mcp-toggle

A local Mem0 MCP server for macOS with a menu bar toggle, storing memories locally in Chroma and using any OpenAI-compatible LLM for fact extraction.

nuxt-cursor / vite-plugin-mcp

MCP 服务器帮助模型更好地理解你的 Vite/Nuxt 应用。

abstractapi-mcp-server

abstractapi-mcp-server

Mcp-Swagger-Server

A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.

Azure DevOps MCP Server

Enables AI assistants to interact with Azure DevOps to manage work items, Git repositories, branches, commits, and projects through natural language commands.

Agentweaver MCP Server

Exposes Agentweaver runs and outcomes as MCP tools for Claude Desktop and compatible clients.

🧠 Telegram Bot MCP Server

电报机器人 MCP 服务器 (Diànbào jīqìrén MCP fúwùqì)

TestRail MCP Server

AI-native Model Context Protocol (MCP) server for TestRail. Lets Claude, Cursor, Windsurf, and other AI assistants browse projects, create and update test cases, kick off test runs, and record results through natural-language conversation — with strongly-typed tool schemas and per-project custom field validation that helps LLMs generate valid TestRail requests on the first try.

FoundersOS

Give your AI the full context of how your business runs: CRM, finances, tasks, and memory in one self-hosted MCP server." Short + long descriptions lead with cross-domain reasoning ("which customers are behind on payment and what did we last promise them" reads the ledger and CRM in one answer) and self-hosted data ownership (your own Supabase, stdio, MIT).