Discover Awesome MCP Servers

PII Redaction MCP Server

Enables AI agents to redact PII from text, summarize redacted content, and manage custom redaction patterns across multiple languages.

vision-primitives-mcp

MCP server providing 26 visual tools for text-only LLMs, enabling description, coordinate location, OCR, annotation, cropping/zooming, anomaly scanning, and computer control with switchable VLM backends.

declaw-mcp-server

Runs AI-generated code in secure Firecracker microVMs with opt-in network policy enforcement, PII scanning, prompt injection defense, and audit logging. Exposes MCP tools for running commands, managing files, and the full sandbox lifecycle.

MCP JSONDiff Kel

An efficient MCP server for performing accurate, deep comparisons between JSON objects or strings using the deepdiff engine. It provides AI agents with standardized difference reports, supporting nested structures and various input formats to ensure precise data analysis.

Orchestration MCP

A TypeScript MCP server for launching, tracking, and managing external coding-agent runs across local and remote backends like Codex and Claude Code. It allows top-level agents to orchestrate subagents through tools for spawning tasks, polling events, and handling interactive sessions.

recall-mcp

Persistent memory MCP server for AI coding agents. Stores, searches, and retrieves context across sessions using SQLite and FTS5.

fathom

Pay-per-call web scrape, search, and map for AI agents. HTTP MCP at /.well-known/mcp. Settle in USDC on Base (x402) or RLUSD/XRP. No API key; provider keys stay on the server.

Markdown RAG Documentation

Enables semantic search over local Markdown documentation using hybrid retrieval combining embeddings, keyword search, and graph traversal with automatic file watching and zero-configuration setup.

MCP Terminal Monitor

Enables AI agents to monitor Docker containers, system resources, ports, and logs in real-time.

depwire

Code dependency graph and AI context engine. 10 MCP tools that give Claude, Cursor, and any MCP client full codebase context — impact analysis, dependency tracing, architecture summaries, and interactive arc diagram visualization. Supports TypeScript, JavaScript, Python, and Go.

RepoLens MCP

Transforms local Git repositories into queryable, context-rich knowledge bases via AST-aware chunking and Git metadata, enabling AI assistants to search and understand codebases with semantic precision.

NearIQ MCP Server

Connects NearIQ competitive intelligence to AI tools like Claude Desktop, Claude Code, Cursor, and Windsurf, enabling queries about competitors, reviews, rank tracking, and more.

HubSpot Extended MCP Server

A standalone MCP server that extends HubSpot functionality for post-call processing and pre-call preparation workflows.

readhn

MCP server for Hacker News that lets AI agents discover ranked stories, find domain experts, and get explainable quality signals for every result.

gsd-mcp-server

MCP server for the GSD (Get Shit Done) lifecycle framework. Exposes GSD project state, phases, milestones, and commands as MCP tools and resources.

xcode-pilot-mcp

A comprehensive MCP server for iOS/macOS development that gives AI assistants full control over Xcode build, test, simulator management, and app deployment.

Exa MCP Server

Connects AI assistants to Exa AI's search capabilities, enabling web search, company research, URL crawling, LinkedIn search, and specialized code search across GitHub repos, documentation, and Stack Overflow for finding relevant coding context and examples.

buildin-mcp

Enables LLMs to interact with Buildin.ai workspaces, providing tools to manage pages, databases, blocks, search, users, and convert Markdown content.

io.github.aybeeare/water-conditions

Provides real-time water temperature and tide predictions for any lake, river, ocean, bay, or beach using NOAA, USGS, and other sources.

Azure AI Search Integration

用于 Azure 认知搜索的模型上下文协议服务器

Artificial Analysis MCP Server

Provides access to real-time LLM pricing, speed metrics, and performance benchmarks for over 300 models from Artificial Analysis. It enables users to list, filter, and compare models based on costs, tokens per second, and intelligence indices.

Vibecoders MCP

One MCP that turns Claude Code into your whole dev stack by swallowing other MCP servers, delegating to Codex & Gemini on your CLI subscriptions, remembering projects in a searchable knowledge graph, and carrying setup across sessions — secret-free by design.

rr-mcp

MCP server for orchestrating multi-process rr debugging sessions with reverse execution, breakpoints, and dynamic session state.

MCP X++ Server

This MCP server enables Microsoft Dynamics 365 Finance & Operations development by providing tools to create, modify, delete, inspect, and search D365 objects through natural language interfaces like Claude Desktop and VS Code.

critique-mcp

Enables an agent to review pull requests by listing changed files, checking test coverage, linting changed Python files with Ruff, and posting a real review to GitHub.

mcp-server-auth-template

A reusable template for building MCP servers that act as OAuth 2.1 resource servers, verifying bearer tokens against Microsoft Entra ID or any standards-compliant OIDC authorization server.

Airframe MCP Client

Connects AI agents to Airframe's product intelligence and expert network, enabling product search, comparison, expert discovery, and market research queries.

session-recall

Enables searching and browsing past Claude Code sessions via hybrid FTS5 and vector search, with tools for session search, drill-down, coverage, and health reporting.

Unity x Claude MCP Server

An MCP server that provides 20 tools to control the Unity Editor with natural language, including scene management, component manipulation, script generation, asset handling, project settings, builds, and live C# execution.