Discover Awesome MCP Servers

Stela

Self-hosted MCP server for publishing, sharing, and reviewing AI agent artifacts with version history and pinned comments.

TokenDiet MCP

Compresses file reads, command output, search hits, and fetched web pages before entering agent context to reduce token usage, using deterministic transforms and a safety verifier.

Sequential Thinking MCP Server

Enables AI agents to perform dynamic and reflective problem-solving through a chain of thoughts, allowing them to break down complex problems, revise past thoughts, and explore logic branches before reaching a conclusion.

MCPuppet

MCPuppet is a workflow orchestrator that enforces policies, audits tool calls, and monitors workflow execution for AI applications using MCP servers.

Kakao API MCP Server

一个服务器，通过模型上下文协议使AI模型能够访问Kakao Map功能（地点搜索、地址查找、路线查找）和Daum搜索服务（网页、图片、博客、咖啡馆）。

mcp-pdf-utils

An MCP server for local PDF manipulation including merging, splitting, rotating, watermarking, and text extraction. It works with various MCP-compatible clients and processes PDFs entirely on-device without cloud services.

BioContextAI Knowledgebase MCP

A unified MCP server for biomedical research that connects AI systems to resources like Ensembl, EuropePMC, STRING, and more, enabling retrieval of verified domain-specific information.

ultrahuman_mcp

Exposes real-time health data from the Ultrahuman Ring to AI agents via the Model Context Protocol, providing optimized summaries with trend analysis and actionable insights.

memory-mcp

Enables reading, writing, and searching a local markdown-based memory store using MCP tools, with safety checks and index consistency.

chelaile-mcp

MCP server for Chelaile realtime public transit data in China, including bus and metro arrivals, vehicle positions, nearby stops, timetables, and route planning. It runs locally over stdio with no login or account configuration required.

text-count-mcp-server

文本计数的一个模型上下文协议服务器

exocortex

Provides retrieval and graph tools for agents to search, backlink, and navigate a markdown-based knowledge vault, enabling hybrid search and serendipitous discovery.

MIDAS

Local-first AI agent for approval-gated automation and verifiable LLM workflows.

qrz-mcp

MCP server for QRZ.com — callsign lookups, DXCC entity resolution, and logbook queries through any MCP-compatible AI assistant.

Palaryn MCP Server

Governs AI agent HTTP requests with policy enforcement, security scanning, and audit logging via MCP.

desktop-touch-mcp

Windows desktop automation MCP server — screenshot, mouse, keyboard & UI Automation. Lets LLM agents see and control your Windows desktop directly.

Polybase MCP

A universal database adapter that enables read-only queries across PostgreSQL, Supabase, and MongoDB databases via the Model Context Protocol.

tshark-mcp

An MCP server that exposes TShark as tools for AI-assisted network packet analysis, supporting PCAP analysis, live capture, TLS decryption, and telecom/SS7 signaling protocols.

confluence-adf-mcp

An MCP server for reading and writing Confluence pages in native Atlassian Document Format (ADF), enabling precise edits at the document node level without loss of formatting.

Dynamics 365 MCP Server

一个模型上下文协议服务器，它支持从 Claude Desktop 与 Microsoft Dynamics 365 CRM 进行交互，允许用户通过自然语言检索、创建和更新 CRM 数据。

resume-scorer-mcp

MCP server that scores a structured resume against a deterministic 4-category engineering rubric, providing numeric scores, evidence, bonus points, deductions, and improvement areas without an LLM call.

Google Search MCP Server Streamable HTTP

A Model Context Protocol (MCP) server that provides Google Search functionality with StreamableHTTP transport support.

hwprobe-mcp

Hardware probe MCP server that provides deep hardware inventory and live sensor telemetry for AI agents, including CPU, memory, disk, GPU, and sensor data across platforms.

bocha-mcp

MCP server for Bocha Search API, enabling web search and AI-powered search with customizable parameters like result count, freshness, and summaries.

Seedream MCP Server

Enables generating AI images using BytePlus Seedream models (4.5 and 5.0 Lite) via natural language, supporting text-to-image, reference-based editing, and sequential multi-panel sets.

agentmemo-mcp

Persistent memory and human approval for any AI agent. Give your AI agents the ability to remember across sessions and ask humans for approval before sensitive actions. Works with Claude, Cursor, OpenClaw, and any MCP-compatible client.

MCP4Modal Sandbox

A Model Context Protocol server that enables LLMs and AI assistants to create, manage, and interact with isolated cloud-based Python environments with GPU support on Modal.com.

Misc MCP Server

A collection of MCP servers that enable users to interact with AdGuard Home through natural language commands, allowing management of DNS records and filtering rules.

bitbank-lab-mcp

An MCP server that enables AI clients to analyze cryptocurrency market data from bitbank API, providing technical indicators, order book analysis, and chart visualization.

ifc-geometry-mcp

MCP server for IFC geometric audit, providing tools to detect space clashes, extract space inventories, compute surface losses, check boundaries, and verify opening correspondences in BIM models.