MCP server registry
Inspect the declared scopes and known issues for an MCP server before installing.
How we collect
We crawl GitHub's mcp-server topic plus official and community registries periodically. For each server we record declared scopes (file R/W, network, exec), download count, maintainer trust, and known issues.
⚠️ Before installing
Servers combining exec + network + file scopes are effectively RCE. We strongly recommend running community or unverified servers inside containers or VMs.
Clipboard Stealer (example)
mcp:unverified/clipboard-stealer
⚠️ 시드 예시. 실제 등재된 악성 패턴의 예 — 클립보드 전체를 외부로 전송.
Shell Runner (community)
mcp:community/shell-runner
임의 쉘 명령 실행을 허용하는 커뮤니티 서버. 샌드박스 없음.
better-design
mcp:marvkr/better-design
🎨 Open-source design MCP server + shadcn/ui registry — AI design systems for Claude Code, Cursor, Codex, GitHub Copilot & any MCP client. 31 brand-grade themes (Linear, Stripe, Vercel, Notion, Apple, Supabase, Figma…) + design tokens, UI principles & WCAG rules. Install any component with one command.
model-compose
mcp:hanyeol/model-compose
Portable AI runtime inspired by docker-compose. Compose agents, RAG pipelines, and MCP servers in one YAML file and run them anywhere.
tiger-cli
mcp:timescale/tiger-cli
Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP server for helping coding agents write production-level Postgres code.
wmux
mcp:openwong2kim/wmux
Run Claude Code, Codex & Gemini in parallel on Windows & macOS — git worktree fan-out with atomic hunk adoption, approval gates, reboot-surviving sessions
olcli
mcp:aloth/olcli
Overleaf CLI - pull, push, sync, compile LaTeX projects from your terminal. Git remote helper, MCP server for AI agents, and TypeScript library.
bernstein
mcp:sipyourdrink-ltd/bernstein
Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline, without rerunning it. Cluster mode, air-gap deploy. https://bernstein.run
open-computer-use
mcp:wide-moat/open-computer-use
MCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source, pluggable into any model.
OnionClaw
mcp:jacobjandon/onionclaw
OnionClaw™ — OpenClaw skill for full Tor dark web access: search .onion sites, fetch hidden services, rotate identity, run OSINT pipeline, craw.
mcptools
mcp:f/mcptools
A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.
heym
mcp:heymrun/heym
Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and keep humans in control. Deploy Heym on your own infrastructure.
DashClaw
mcp:ucsandman/dashclaw
🛡️ The approval and policy layer for AI agents. Intercept risky actions before they run, block them, or approve them remotely.
Uni-CLI
mcp:olo-dot-io/uni-cli
One command for every interface—search, run, and inspect real software across APIs, browsers, desktops, local tools, and MCP.
hookdeck-cli
mcp:hookdeck/hookdeck-cli
CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Event Gateway resources (sources, connections, destinations, events), run the MCP server for AI agents. Free for dev.
tunnel-client
mcp:openai/tunnel-client
Customer-run client for Secure MCP Tunnel: connect private or localhost MCP servers to ChatGPT, Codex, the Responses API, and AgentKit without exposing them to the public internet.
squeez
mcp:claudioemmanuel/squeez
Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI). Up to 95% bash compression, signature-mode for code reads, cross-call dedup, MCP server, self-teaching protocol. Zero runtime deps.
design-extract
mcp:manavarya09/design-extract
Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.
gemini-cli
mcp:google-gemini/gemini-cli
An open-source AI agent that brings the power of Gemini directly into your terminal.
lemonade
mcp:lemonade-sdk/lemonade
Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk
google-drive-mcp
mcp:piotr-agier/google-drive-mcp
A Model Context Protocol (MCP) server that provides secure integration with Google Drive, Docs, Sheets, Slides and Calendar. It allows Claude Desktop and other MCP clients to manage files in Google Drive through a standardized interface.
matlab-mcp-server
mcp:matlab/matlab-mcp-server
Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.
iam-policy-autopilot
mcp:awslabs/iam-policy-autopilot
IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine as your application evolves. This tool is available as a command-line utility and MCP server for use within AI coding assistants for quickly building IAM policies.
sandbase-harness
mcp:sandbaseai/sandbase-harness
Local-first AI agent runtime with sandboxed sessions, MCP tools, memory, credentials, audit/replay, and a built-in console. Run OpenAI, Anthropic, MiniMax, DeepSeek V4, and OpenAI-compatible models on your infrastructure.
cloud-run-mcp
mcp:googlecloudplatform/cloud-run-mcp
MCP server to deploy apps to Cloud Run
slackdump
mcp:rusq/slackdump
Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.
itasca-mcp
mcp:yusong652/itasca-mcp
MCP server connecting AI agents to ITASCA engines (PFC, FLAC, 3DEC, MPoint, MassFlow) — run numerical simulations through natural conversation
onedrive-cli
mcp:lionello/onedrive-cli
Command line interface and MCP for OneDrive
toolhive-studio
mcp:stacklok/toolhive-studio
ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents
ouroboros
mcp:q00/ouroboros
Agent OS: the agent gets smarter on its own. We just hold the line: the grading command and expected result never make it into the success contract we hand it. Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 13 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more.
mcp-engine-public
mcp:maxanatsko/mcp-engine-public
The SemanticOps MCP (formerly MCP Engine) is a Power BI tool that lets AI assistants like Claude interact with your Power BI models programmatically: read your model structure, run DAX queries, modify your semantic model, and perform advanced analytics - all through natural conversation.
alpaca-mcp-server
mcp:alpacahq/alpaca-mcp-server
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs
mcp-apache-spark-history-server
mcp:kubeflow/mcp-apache-spark-history-server
MCP Server and CLI for Apache Spark History Server. Debug Spark applications from AI agents, scripts, or the terminal.
wcgw
mcp:rusiaaman/wcgw
Shell and coding agent on mcp clients
hexstrike-ai
mcp:0x4m4/hexstrike-ai
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.
notion-mcp-server
mcp:awkoy/notion-mcp-server
Notion MCP server for Claude, Cursor, ChatGPT & Claude Desktop. Connect AI agents to Notion via Model Context Protocol — pages, databases, blocks, comments, files.
tweetclaw
mcp:xquik-dev/tweetclaw
OpenClaw plugin to search tweets, search replies, post tweets, export followers, manage media, monitor X/Twitter, and run giveaway draws via Xquik. Not affiliated with X Corp.
cynical-sally
mcp:w1ckedxt/cynical-sally
Brutally honest senior-engineer code reviews for Claude Code, Cursor & Windsurf - and your terminal. Scores, evidence-backed issues, usable fixes.
tree-sitter-analyzer
mcp:aimasteracc/tree-sitter-analyzer
Cross-language-safe code-intelligence MCP for AI agents — 13 languages, family-gated call graph (CodeGraph wires 745 cross-language mis-wires on this repo, TSA 6 — ~390x cleaner). Run miswire-audit on your repo. 8 facade tools, TOON output, 100% local. Python.
mcp-python-interpreter
mcp:yzfly/mcp-python-interpreter
MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, Code Executor
seerai
mcp:dralkh/seerai
AI Research assistant plugin for Zotero 9. Chat with your library, run federated scholarly search, RAG, OCR, systematic reviews, and manage cloud storage. Includes standalone MCP, Agentic capabilities, and skills library.
pfc-mcp
mcp:yusong652/pfc-mcp
MCP server connecting AI agents to ITASCA PFC — run DEM simulations through natural conversation
spring-ai-playground
mcp:spring-ai-community/spring-ai-playground
Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow — cross-platform desktop app powered by Spring AI.
GhostDesk
mcp:yv17labs/ghostdesk
Give any AI agent a full desktop — it sees the screen, clicks, types, and runs apps like a human. Automate anything with a UI: browsers, legacy software, internal tools. No API needed. One Docker command.
matlab-mcp-core-server
mcp:matlab/matlab-mcp-core-server
Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.
Tabby-MCP
mcp:gentlemanhu/tabby-mcp
MCP server for Tabby terminal, 34 MCP tools including SFTP support, full control your Tabby!
Perigon.CLI
mcp:aterdev/perigon.cli
This is a tool that helps you quickly build backend services based on Asp.Net Core and EF Core. It provides command line, WebUI and IDE MCP support. In a well-designed project architecture that has been put into practice, code generation and LLM technology are used to reduce various template codes and greatly improve development efficiency!
ncp
mcp:portel-dev/ncp
Natural Context Provider (NCP). Your MCPs, supercharged. Find any tool instantly, load on demand, run on schedule, ready for any client. Smart loading saves tokens and energy.
ipybox
mcp:gradion-ai/ipybox
Unified execution environment for Python code, shell commands, and programmatic MCP tool calls.
Handler
mcp:alduncanson/handler
A2A protocol client for your terminal
golf
mcp:golf-mcp/golf
Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents
Web Fetch (community)
mcp:community/web-fetch
임의 URL의 콘텐츠를 가져와 모델에 전달.
SQLite (community)
mcp:community/sqlite-server
로컬 SQLite 파일에 SQL 쿼리. 읽기 전용 모드 지원.
phpMyFAQ
mcp:thorsten/phpmyfaq
phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL and other databases
SHAFT_ENGINE
mcp:shafthq/shaft_engine
Java test automation framework for web, mobile, API, CLI, database, and desktop E2E testing with a fluent API and built-in reporting.
yantrikdb-server
mcp:yantrikos/yantrikdb-server
Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, AGPL, ships as library / MCP server / HTTP cluster.
pullmd
mcp:aeternalabshq/pullmd
Self-hosted URL- and file-to-Markdown service for humans and AI agents - web pages, documents, images, audio, YouTube. PWA + REST + MCP + Claude Code skill, Reddit-aware, refreshable share links.
memex
mcp:iamtouchskyer/memex
Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, VS Code Copilot, Codex, Windsurf & any MCP client. No vector DB — just markdown + git sync.
Ctxo
mcp:alperhankendi/ctxo
MCP server for AI coding agents. Instead of reading files one by one, your agent gets dependency graphs, git intent, blast radius, and change health in a single call. Works with any language deep analysis for TypeScript,Java, Go, and C#.
db-mcp-server
mcp:freepeak/db-mcp-server
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
monet
mcp:zenolab124/monet
Monet — Multi-engine mission control for coding agents (Claude Code and Codex today). Browse, search, and drive your agent sessions from a native desktop app.
airbroke
mcp:icoretech/airbroke
🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
dbhub
mcp:bytebase/dbhub
Token conscious database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.
unifi-mcp
mcp:sirkirby/unifi-mcp
MCP servers for the UniFi suite of applications, Network, Protect, Access, and Drive
CloudBase-AI-Toolkit
mcp:tencentcloudbase/cloudbase-ai-toolkit
Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.
tabularis
mcp:tabularisdb/tabularis
Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 15+ more databases like DuckDB, ClickHouse, Redis and Firestore. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN.
Wax
mcp:christopherkarani/wax
Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pure Swift
dagu
mcp:dagucloud/dagu
Self-hostable workflow orchestrator for teams whose main work isn't orchestration. Declarative YAML over your scripts, SSH commands, containers, etc; keep workflows separate from business logic. One binary, no database, runs on limited H/W resources. Alternative to Airflow / Cron / Job Scheduler.
vexor
mcp:scarletkc/vexor
A semantic search engine for files and code.
ratel
mcp:ratel-ai/ratel
Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.
stashbase
mcp:liliu-z/stashbase
Turn local files into searchable context for AI agents.
android-remote-control-mcp
mcp:danielealbano/android-remote-control-mcp
An MCP Server for Android running on the phone, optmized for token usage, supports also files downloads and cloudflare and ngrok automated tunnelling.
sentry-mcp
mcp:getsentry/sentry-mcp
An MCP server for interacting with Sentry via LLMs.
solomd
mcp:zhitongblog/solomd
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.
OmniFocus-MCP
mcp:themotionmachine/omnifocus-mcp
Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.
roam-code
mcp:cranot/roam-code
Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 285 commands, 244 MCP tools, change-safety gates, audit evidence, zero API keys.
guild
mcp:mathomhaus/guild
Shared context, memory, and task coordination across AI coding agents. Single Go binary, local SQLite, hybrid keyword and semantic search.
google_workspace_mcp
mcp:taylorwilsdon/google_workspace_mcp
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool
zen
mcp:sheshbabu/zen
Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage
ggsrun
mcp:tanaikech/ggsrun
High-performance Google Drive CLI and Model Context Protocol (MCP) Server for LLM/AI agents. Natively execute Google Apps Script (GAS) under a secure whitelisted runtime sandbox, automate transfers, and manage Drive infrastructure.
teslamate-mcp
mcp:cobanov/teslamate-mcp
A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.
goldenmatch
mcp:benseverndev-oss/goldenmatch
Zero-config entity resolution that feeds a durable identity layer: resolve messy records from any source into stable golden entities — a Customer 360 with whole-record provenance, merge/split & audit. Splink-beating accuracy, Arrow-native/Rust, 100M rows in 9.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, MCP/REST.
adeu
mcp:dealfluence/adeu
docx ↔ LLM translator. Projects .docx office files to Markdown for editing. Projects edits back to OOXML as tracked changes (redlines). Python and Node.js implementations.
samyama-graph
mcp:samyama-ai/samyama-graph
Graph-vector database that queried 1 billion edges for $2.50. Rust, OpenCypher, vector search, 14 graph algorithms. 74M nodes / 1B edges on a single machine.
code-context-engine
mcp:elara-labs/code-context-engine
Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.
mcp-ssh-manager
mcp:bvisible/mcp-ssh-manager
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring
Orkas-VideoStudio
mcp:orkas-ai/orkas-videostudio
Turn your coding agent into a video studio: describe a video in plain language, and your agent writes the timeline and produces the file.
lumen
mcp:ory/lumen
Save 30% token costs when using Claude Code, Codex, OpenCode for free - with open source, local semantic search. Works for small and large codebases and monorepos! Enterprise-ready and fully compliant via Ollama and SQLite-vec.
mcp-server-synology
mcp:atom2ueki/mcp-server-synology
💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage files, downloads, and system operations through secure API integration. Features Docker deployment, auto-authentication, and comprehensive file system tools.
rust-mcp-filesystem
mcp:rust-mcp-stack/rust-mcp-filesystem
Blazing-fast, asynchronous MCP server for seamless filesystem operations.
mysql_mcp_server
mcp:designcomputer/mysql_mcp_server
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
TrueMemory
mcp:buildingjoshbetter/truememory
The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One SQLite file, zero cloud. Works with Claude Code, Claude CLI, Cursor, Codex CLI, Gemini CLI.
atlassian-mcp-server
mcp:atlassian/atlassian-mcp-server
Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OAuth 2.1 or API tokens.
prest
mcp:prest/prest
PostgreSQL ➕ REST, low-code, simplify and accelerate development, ⚡ instant, realtime, high-performance on any Postgres application, existing or new, MCP server
mac_messages_mcp
mcp:carterlasalle/mac_messages_mcp
An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.
anansi
mcp:mdowis/anansi
A self-healing scraper for hostile sites: broken selectors repair themselves, browser rendering kicks in when needed, and a coherent identity layer (Chrome TLS fingerprints, matched personas, vendor-aware Cloudflare/Akamai/DataDome handling) works to slip past bot detection. Ships with an MCP server so any LLM can drive a full crawl by conversation.
unreal-api-mcp
mcp:codeturion/unreal-api-mcp
Instant, accurate Unreal Engine API lookups instead of expensive source file reads, saving your agent tokens, context, and hallucinations.
TrendRadar
mcp:sansan0/trendradar
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
slack-mcp-server
mcp:korotovsky/slack-mcp-server
The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.
mcp-documentation-server
mcp:andrea9293/mcp-documentation-server
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero-setup 🎯 Perfect for: New frameworks • API docs • Internal guides
selene
mcp:tercumantanumut/selene
Selene is a desktop app that runs AI agents on your machine. Connect them to your WhatsApp, Telegram, Slack, or Discord. Write code, generate images, build personal assistants. All from one place. Your data stays on your device.
antigravity-workspace-template
mcp:study8677/antigravity-workspace-template
Give Claude Code, Cursor, Codex CLI a ChatGPT for your codebase. Multi-agent knowledge engine, grounded Q&A with file paths and line numbers. Works in any AI IDE.
Vault-Agent-Memory
mcp:zycaskevin/vault-agent-memory
Local-first memory governance for AI agents: shared, reviewable, auditable memory via SQLite and MCP.
DuDuClaw
mcp:zhixuli0406/duduclaw
Open-source AI Agent platform — 80+ MCP tools, 7 channels (Slack/Discord/LINE/Telegram), Rust + Python. Self-hostable Claude/GPT alternative for production multi-LLM systems.
claude-mem-lite
mcp:sdsrss/claude-mem-lite
Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across sessions. Hybrid FTS5 + TF-IDF search with episode batching. Single SQLite DB, no external services. Alternative to claude-mem with 600x lower cost.
Cortex
mcp:cdeust/cortex
Persistent memory for Claude Code — 36 neuroscience mechanisms, 97 papers. Reproducible via `make reproduce`: LongMemEval-S R@10 98.2% / MRR 0.915 (n=500), LoCoMo R@10 91.5% / MRR 0.805 (n=1982), BEAM-100K retrieval-proxy MRR 0.55. Clean-DB, single-process, production recall path. PostgreSQL + pgvector.
mcp-js
mcp:r33drichards/mcp-js
MCP server that exposes a V8 JavaScript runtime as a tool for AI agents like Claude and Cursor. Supports persistent heap snapshots via S3 or local filesystem, and is ready for integration with modern AI development environments.
pgconsole
mcp:pgplex/pgconsole
Minimal Postgres editor for speed, collaboration, and AI
needle
mcp:dedsec-xu/needle
Find any file on your machine instantly — a whole-machine, sub-millisecond file-search MCP for AI agents (NTFS MFT + USN, Windows)
nex-as-a-skill
mcp:nex-crm/nex-as-a-skill
Turn every AI agent session into company intelligence. Nex silently unifies every AI agent conversation with your email, Slack, CRM, and 100+ tools into one knowledge graph. The more your team works, the smarter every agent gets.
pg-aiguide
mcp:timescale/pg-aiguide
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
memcord
mcp:ukkit/memcord
🧠 Self-hosted, privacy-first MCP server for long-term AI memory — save, search & summarize Claude/ChatGPT chat history locally. No cloud, no database.
code-pathfinder
mcp:shivasurya/code-pathfinder
Static Code Analysis for security teams with Inter file taint analysis. Built for finding vulnerabilities, advanced structural search, derive insights and supports MCP
Kompl
mcp:tuirk/kompl
Knowledge compiler — turns scattered links, files, and bookmarks into a living wiki that compounds with every new source.
remindb
mcp:radimsem/remindb
An agentic memory database that cuts session tokens by 82–99%. One portable SQLite file — your agent's memory, anywhere.
Vault-for-LLM
mcp:zycaskevin/vault-for-llm
🧠 Local-first knowledge system for LLM agents — sqlite-vec + ONNX embeddings, no cloud/Docker/PyTorch dependency
mcp-server-arangodb
mcp:ravenwits/mcp-server-arangodb
This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB. It implements core database operations and allows seamless integration with ArangoDB through MCP tools. You can use it wih Claude app and also extension for VSCode that works with mcp like Cline!
pgmcp
mcp:subnetmarco/pgmcp
An MCP server to query any Postgres database in natural language.
LitterBox
mcp:blacksnufkin/litterbox
A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets an LLM agent drive analysis end to end.
excel-mcp-server
mcp:haris-musa/excel-mcp-server
A Model Context Protocol server for Excel file manipulation
mcp-google-sheets
mcp:xing5/mcp-google-sheets
This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.
Slack (Anthropic)
mcp:anthropic/slack
공식 Slack MCP. 워크스페이스 토큰으로 메시지 송수신.
GitHub (Anthropic)
mcp:anthropic/github
공식 GitHub MCP. PAT/OAuth 기반 리포지토리 접근.
Filesystem (Anthropic)
mcp:anthropic/filesystem
Reference filesystem MCP server maintained by Anthropic.
OnionClaw
mcp:christinminor459/onionclaw
Provide AI agents with full Tor network access and dark web data through a zero-config OpenClaw skill or standalone tool.
anysearch-mcp-server
mcp:anysearch-ai/anysearch-mcp-server
Unified real-time search MCP server supporting general web search, vertical domain search, parallel batch search, and full-page URL content extraction.
exa-mcp-server
mcp:exa-labs/exa-mcp-server
Exa MCP for web search and web crawling!
crw
mcp:us/crw
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud.
github-mcp-server
mcp:github/github-mcp-server
GitHub's official MCP Server
open-claude-in-chrome
mcp:noemica-io/open-claude-in-chrome
Claude in Chrome, reverse-engineered and open-source. No domain blocklist. Any Chromium browser. Same 18 MCP tools, same performance.
agency-orchestrator
mcp:jnmetacode/agency-orchestrator
🚀 One sentence → your one-person company of AI experts → complete deliverable in minutes. 267 CN + 184 EN + 5 more languages (ko/ru/pt-BR/id/ar) · zero-code YAML · auto-verified acceptance · Web Studio / Desktop / Docker · 11 LLM providers (7 key-free). 一句话组建你的「一人公司」AI 专家团队,几分钟交付完整方案;验收自动核验,网页 / 桌面 / Docker 全渠道。
jcodemunch-mcp
mcp:jgravelle/jcodemunch-mcp
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
flutter-skill
mcp:ai-dashboad/flutter-skill
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cursor, Windsurf, Copilot. Test Flutter, React Native, iOS, Android, Web, Electron, Tauri, KMP, .NET MAUI — all from natural language.
tinystruct
mcp:tinystruct/tinystruct
A lightweight, modular Java application framework for web and CLI development, designed for AI integration and plugin-based architecture. Enabling developers to create robust solutions with ease for building efficient and scalable applications.
capa
mcp:infragate/capa
One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex, Windsurf, GitHub Copilot, and 30+ other AI coding agents
firecrawl-mcp-server
mcp:firecrawl/firecrawl-mcp-server
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
Scrapling
mcp:d4vinci/scrapling
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
ai-code-interface.el
mcp:tninja/ai-code-interface.el
Unified Emacs interface supporting OpenAI Codex, Antigravity CLI, Claude Code, GitHub Copilot CLI, Opencode, and more
mcp-searxng
mcp:ihor-sokoliuk/mcp-searxng
Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client
agentrq
mcp:agentrq/agentrq
AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you want Mobile, Web, Desktop. Designed to work well with your own Claude subscriptions and any harness.
wigolo
mcp:knockoutez/wigolo
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.
MisakaNet
mcp:ikalus1988/misakanet
📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org
pm-claude-skills
mcp:mohitagw15856/pm-claude-skills
1098 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — from PRDs and postmortems to appealing a disability benefit, building a go-bag, and settling into a new country. Plain-markdown, MIT, in Anthropic's official plugin directory. Free in-browser or 'npx pm-claude-skills add'.
firefox-devtools-mcp
mcp:mozilla/firefox-devtools-mcp
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol
agent-teams-ai
mcp:777genius/agent-teams-ai
You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode/Cursor/Grok/GitHub Copilot/Kiro/Z.AI/MiniMax/Kimi(200+ models, 75+ LLM providers, free models no auth). Build your AI company with multiple teams
openanalytics
mcp:openlabs-so/openanalytics
Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.
CyberStrike
mcp:cyberstrikeus/cyberstrike
Open-source AI-augmented offensive security harness. 13+ autonomous agents, 150+ LLM providers, 5,300+ models, 7,600+ Ed25519-signed attack skills, 56+ built-in tools, 176+ MCP tools. MITRE ATT&CK, OWASP WSTG, CIS Benchmarks. Post-exploit: Linux/Windows/macOS/AWS/Azure/K8s/CI-CD. Web UI + Cloudflare Tunnel. Your AI red team.
XActions
mcp:nirholas/xactions
⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No API fees. Open source. Unfollow people who don't follow back. Monitor real-time analytics. Auto follow, like, comment, scrape, without API. Follow Bot. Like bot. Grow your account automatically.
ddgs
mcp:deedy5/ddgs
A metasearch library that aggregates results from diverse web search services
webclaw
mcp:0xmassi/webclaw
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
mcp-proxy
mcp:tbxark/mcp-proxy
An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.
remnic
mcp:joshuaswarren/remnic
Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.
opentabs
mcp:opentabs-dev/opentabs
Browser automation clicks buttons. OpenTabs calls APIs.
Embody
mcp:dylanroscover/embody
MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus git-diffable externalization.
vessel-browser
mcp:unmodeled-tyler/vessel-browser
Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Mac/Windows that provides a durable state, MCP control, and BYOK with full autonomous browsing. Use with Hermes Agent, OpenClaw, or connect to your favorite API provider.
safari-mcp
mcp:achiya-automation/safari-mcp
Native Safari browser automation for AI agents. 80 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with 40-60% less CPU/heat on Apple Silicon.
h5i
mcp:h5i-dev/h5i
Integrated sandbox for coding agents. Browser, dependencies, dev server, and workspace in one disposable environment. Local-first. No hosted sandbox. No SaaS account required.
browser-tools-mcp
mcp:agentdeskai/browser-tools-mcp
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
brightdata-mcp
mcp:brightdata/brightdata-mcp
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
idea-reality-mcp
mcp:mnemox-ai/idea-reality-mcp
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
Skill_Seekers
mcp:yusufkaraaslan/skill_seekers
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
domscribe
mcp:patchorbit/domscribe
Domscribe is a pixel-to-code development tool that bridges the gap between running web applications and their source code.
charlotte
mcp:ticktockbent/charlotte
Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps
turbo-flow
mcp:marcuspat/turbo-flow
Advanced Agentic Development Environment for DevPods, GitHub Codespaces, Rackspace Spot & more. Ruflo orchestration, 215+ MCP tools, 60+ AI agents & automatic context loading. Deploy multi-agent swarms, coordinate autonomous workflows.
ebay-mcp
mcp:yosefhayim/ebay-mcp
Local MCP server that exposes eBay Sell APIs to AI assistants with OAuth, tool gating, and stdio/HTTP transports.
gemini-skill
mcp:wjz-p/gemini-skill
gemini drawing MCP & skill through browser, can be used in openclaw or any agent that supports MCP. Gemini画图 MCP和sill,支持龙虾或任何agent使用٩(๑>◡<๑)۶
RivalSearchMCP
mcp:damionrashford/rivalsearchmcp
Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document analysis. No API keys. No in-server LLM. Structured outputs for agent chaining.
rustunnel
mcp:joaoh82/rustunnel
Self-hosted, secure tunnel server in Rust. Expose local HTTP/HTTPS/TCP/UDP services to the public internet via TLS-encrypted WebSocket. Open-source, pay-as-you-go managed option, MCP server for AI agents.
git-mcp-server
mcp:cyanheads/git-mcp-server
A Git MCP server for AI agents. STDIO & Streamable HTTP.
kindly-web-search-mcp-server
mcp:shelpuk-ai-technology-consulting/kindly-web-search-mcp-server
Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop, OpenClaw, Hermes, etc.). Supports Serper, Tavily, and SearXNG.
notebooklm-mcp
mcp:roomi-fields/notebooklm-mcp
Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude Code, Codex, Cursor, n8n, Zapier, Make.
pubmed-mcp-server
mcp:cyanheads/pubmed-mcp-server
Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms via MCP. STDIO or Streamable HTTP.
x-use
mcp:ihuzaifashoukat/x-use
Browser-native AI agents for X (Twitter): multi-account, MCP-ready, no X API key required.
Lightswind-UI-Library
mcp:codewithmuhilan/lightswind-ui-library
The AI-native CLI-first React component library. 160+ animated, accessible, production-ready components with MCP Server support for Cursor, Claude & GitHub Copilot. Copy-paste architecture — you own the code.
stealth-browser-mcp
mcp:vibheksoni/stealth-browser-mcp
The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.
mcp-proxy
mcp:sparfenyuk/mcp-proxy
A bridge between Streamable HTTP and stdio MCP transports
mcp-logseq
mcp:ergut/mcp-logseq
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.
ckb
mcp:simplyliz/ckb
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping
apitap
mcp:n1byn1kt/apitap
CLI, MCP server, and npm library that turns any website into an API — no docs, no SDK, no browser.
PyWry
mcp:deeleeramone/pywry
PyWry is a cross-platform app factory, rendering engine and UI toolkit for Python that produces native desktop, web, and notebook experiences from a single API.
aks-mcp
mcp:azure/aks-mcp
A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and AKS.
arxiv-latex-mcp
mcp:takashiishida/arxiv-latex-mcp
MCP server that uses arxiv-to-prompt to fetch and process arXiv LaTeX sources for precise interpretation of mathematical expressions in scientific papers.
web-scout-mcp
mcp:pinkpixel-dev/web-scout-mcp
A powerful MCP server extension providing web search and content extraction capabilities. Integrates DuckDuckGo search functionality and URL content extraction into your MCP environment, enabling AI assistants to search the web and extract webpage content programmatically.
MARM-Systems
mcp:lyellr88/marm-systems
Stop re-explaining yourself to AI. MARM offers persistent memory, cross-agent context sharing, write queues, swarm-ready presets, and compaction for clean recall. Includes a live web dashboard for managing memories, logs, and sessions. MCP connects over HTTP & STDIO and works with major LLMs like Claude, Codex, Grok, Gemini, and other models.
Pare
mcp:dave-london/pare
Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.
openecon-data
mcp:hanlulong/openecon-data
Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.
ops-codegraph-tool
mcp:optave/ops-codegraph-tool
Code intelligence CLI — function-level dependency graph across 34 languages, 34-tool MCP server for AI agents, complexity metrics, architecture boundary enforcement, CI quality gates, git diff impact with co-change analysis, hybrid semantic search. Fully local, zero API keys required.
mcp-zap-server
mcp:dtkmn/mcp-zap-server
Give AI agents a safe, self-hosted OWASP ZAP operator for guided web security scans, findings, reports, and production guardrails.
docker-stealthy-auto-browse
mcp:psyb0t/docker-stealthy-auto-browse
Stealth browser automation that actually works. Runs Camoufox (custom Firefox) in Docker with zero Chrome DevTools Protocol exposure, real OS-level mouse and keyboard input via PyAutoGUI, and a JSON HTTP API + MCP server to control it all remotely. Watch it live via noVNC.
one-search-mcp
mcp:yokingma/one-search-mcp
🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser, SearXNG, Tavily, DuckDuckGo, Bing, etc.
pluggedin-app
mcp:veriteknik/pluggedin-app
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI tools, workspaces, prompts, and logs from multiple MCP sources (Claude, Cursor, etc.) under one roof.
ultimate_mcp_server
mcp:dicklesworthstone/ultimate_mcp_server
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory systems
mcp-read-website-fast
mcp:just-every/mcp-read-website-fast
Quickly reads webpages and converts to markdown for fast, token efficient web scraping
sverklo
mcp:sverklo/sverklo
Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Codex CLI: symbol graph, blast radius, diff-aware review, and git-pinned decisions. MIT; no API keys or code upload.
claudex
mcp:kunwar-shah/claudex
MCP server with persistent memory + FTS5 search for Claude Code conversation history. Index your ~/.claude/projects/, expose 10 MCP tools, browse via web UI. MIT-licensed.
clinicaltrialsgov-mcp-server
mcp:cyanheads/clinicaltrialsgov-mcp-server
Search ClinicalTrials.gov trials, retrieve study details and results, and match patients to eligible trials via MCP. STDIO or Streamable HTTP.
copilot-mcp
mcp:vikashloomba/copilot-mcp
A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI.
fast-mcp-telegram
mcp:leshchenko1979/fast-mcp-telegram
MCP/HTTP Telegram Gateway — Multi-tenant, MTProto User API, 8 tools, multi-user Bearer auth, global search, session ACL, Docker
Web-Algebra
mcp:atomgraph/web-algebra
Suite of generic Linked Data/SPARQL as well as LinkedDataHub-specific MCP tools
Navidrome-MCP
mcp:blakeem/navidrome-mcp
Analyze listening patterns, build playlists, find missing albums, discover similar artists via Last.fm, fetch synced lyrics, and explore global radio. Play it all through your speakers via mpv, with a built-in web UI that makes any device with a brower act as a remote. Gives full control of your Navidrome library using natural language.