Discover Awesome MCP Servers

Code Graph MCP

A local MCP server that indexes codebases into Neo4j and provides tools for code analysis, dependency visualization, and impact assessment.

finwatch-mcp

Enables natural language portfolio monitoring, risk analysis, and compliance checking with tools for real-time portfolio status, risk metrics, anomaly detection, SEC filings search, market KPIs, and compliance validation.

screen-capture-mcp

An MCP server that enables Claude Code and other MCP clients to take screenshots of the full screen or specific windows, with support for repeated captures over intervals.

mcp-server-microsoft365

Enables identity provisioning and management for Microsoft 365/Entra ID via Microsoft Graph, including user creation, license assignment, group membership management, and more, with a focus on least-privilege and idempotency.

Skeleton MCP Server

A template project for building Model Context Protocol servers with FastMCP framework, Docker support, and example CRUD API implementation to help developers quickly bootstrap their own MCP servers.

TickTick MCP Server

Enables interaction with TickTick task management system through MCP, allowing users to view, create, update, complete, and delete tasks and projects via natural language.

Claude Works

An MCP server that exposes a perpetual, honest job-application pipeline as typed tools an LLM agent can call, with fit scoring, verified resume building, and a submission planner enforced by code, not prompts.

tds-mcp

Enables AI assistants to compile AdvPL/TLPP sources, generate and apply patches, and inspect RPO of TOTVS Protheus servers via the TDS Language Server.

Vikunja MCP Server

Enables interaction with Vikunja task management instances through natural language. Supports comprehensive project and task operations including CRUD, assignments, labels, comments, relations, and attachments.

chat-with-audio

Enables chat-driven audio analysis and enhancement using local Claude, including denoising, EQ, compression, and loudness normalization, with an A/B viewer for synchronized comparison.

apple-mcp

A unified MCP server for macOS native apps, currently supporting Calendar and Reminders via EventKit with bidirectional sync, and Mail planned.

MCP Registry

A central registry MCP server that routes requests to specialized AI services including embeddings, PDF extraction, reranking, vector search (Qdrant), PostgreSQL, LLM completions, markup, and transcription. Includes a proxy server with RAG pipeline for document processing and retrieval.

Conan MCP Server

A Model Context Protocol server for Conan package manager integration, enabling dependency management, project creation, and security scanning via natural language.

text-to-speech

Enables text-to-speech conversion using Google Translate's TTS, supporting many languages and accents, and saving MP3 files.

@aegis-ai/mcp-scraper

Enables intelligent web scraping with support for static pages, JavaScript-rendered SPAs, and natural language data extraction.

NIST CSF 2.0 Assessment Platform

Enables comprehensive NIST Cybersecurity Framework 2.0 assessments with 40+ MCP tools for maturity scoring, gap analysis, implementation planning, risk assessment, and executive reporting across 740 security questions.

image-to-base64

Converts local images or remote image URLs to Base64 format via the MCP protocol, enabling AI assistants to process images.

YaparAI MCP Server

An all-in-one AI content creation platform with 30 tools for generating images, videos, music, and managing enterprise social media and CRM. Enables content generation, image editing, e-commerce features, and social media management directly from MCP-compatible AI assistants.

pipe-stock-analysis

Self-hostable, read-only Taiwan stock-analysis MCP server that retrieves market data and computes reproducible indicators.

Enigma MCP Server

Offers MCP tools for managing a local AI memory vault, including remembering, searching, context packing, deletion, and verification of receipts.

Mcpclient

好的，这是将“Client to demonstrate the test of an MCP server with OpenAI LLM”翻译成中文的几种方式，根据不同的语境，可以选择最合适的： **比较正式的翻译：** * **客户端演示使用 OpenAI LLM 测试 MCP 服务器。** (This is a straightforward and generally applicable translation.) **更强调动作的翻译：** * **客户端将演示如何使用 OpenAI LLM 测试 MCP 服务器。** (This emphasizes the "demonstrate how to" aspect.) **更简洁的翻译：** * **客户端演示 OpenAI LLM 对 MCP 服务器的测试。** (This is a more concise option, suitable if the context is already clear.) **更口语化的翻译：** * **客户端要演示用 OpenAI LLM 来测试 MCP 服务器。** (This is a more conversational option.) **选择哪个翻译取决于你想表达的重点和目标受众。** **In summary, here's a breakdown:** * **Most Formal/General:** 客户端演示使用 OpenAI LLM 测试 MCP 服务器。 * **Emphasis on "How to":** 客户端将演示如何使用 OpenAI LLM 测试 MCP 服务器。 * **Most Concise:** 客户端演示 OpenAI LLM 对 MCP 服务器的测试。 * **Most Conversational:** 客户端要演示用 OpenAI LLM 来测试 MCP 服务器。 希望这些选项对您有帮助！

Everything Search MCP Server

Provides fast file searching across Windows, macOS, and Linux using platform-native tools like Everything SDK, mdfind, and locate.

OpenDeepSearch

一个研究工具，它结合了顺序思考和 Brave 搜索功能，对复杂主题进行全面、深入的研究，从而提供详细且来源可靠的报告。

Bigeye MCP Server

Enables interaction with the Bigeye Data Observability platform to query data quality issues, analyze data lineage and dependencies, track AI agent data access patterns, and perform root cause analysis for data issues.

nucleotide_archive_mcp

An MCP server for searching and accessing RNA sequencing datasets from the European Nucleotide Archive (ENA), supporting bulk, single-cell, and spatial transcriptomics with advanced filtering and download capabilities.

a2db

Most database MCP servers make you run one query at a time, repeat connection details on every call, and return results double-encoded inside JSON strings. a2db fixes all of that: Pre-configured connections — define databases in .mcp.json with --register, agent queries immediately Batch queries — run multiple named queries in a single tool call

AgentReacher

Connect your AI to social media. Open-source platform for AI agents.

mitmproxy-mcp

Enables Claude Code to inspect, modify, and block HTTP traffic via mitmproxy, with tools for flow capture, filtering, and rule creation.

🦙 ollama-mcpo-adapter

将 MCPO (MCP 到 OpenAPI 的代理服务器) 工具适配为 Ollama 兼容的格式