MCP Servers

Connect your agent to docs, search, browsers and your stack with the Model Context Protocol. Every entry links to its source.

Filters apply to the current page.

reflex

Local, offline full-text code search for coding agents using a trigram index over large codebases.

Documentation, Codebase understanding

★ 76

web-researcher-mcp

Web search via Google, Brave, Serper, SearXNG and SearchAPI.io, multi-tier content extraction, academic and patent search, and multi-source research.

Documentation, Content creation

★ 76

zaturn

Link multiple data sources (SQL, CSV, Parquet and more) and analyze the data for insights and visualizations.

Data & backend

★ 76

local-mcp

Local access to macOS apps: Mail, Calendar, Contacts, Reminders, Notes, iMessage, Finder, Safari, OmniFocus, Teams, Outlook, OneDrive and Office documents.

Business work

★ 75

ntfy-me-mcp

Send and fetch ntfy notifications on a self-hosted ntfy server, with token auth support.

Documentation

★ 75

piapi-mcp-server

Generate media with Midjourney, Flux, Kling, Hunyuan, Udio and Trellis via PiAPI.

★ 75

trading-mcp

Local stock research: screening, fundamentals, insider trades, options and Reddit sentiment, and AI news analysis.

★ 75

apple-mail-mcp

Apple Mail access: list accounts and mailboxes, fetch emails with filters, full-text search via an FTS5 index and extract attachments.

Documentation, Codebase understanding

★ 74

dati

Semantic gateway that turns common databases into MCP services, enriched with business metadata and parameterized SQL tools.

Data & backend, Business work

★ 74

memcord

Organize and search chat history with AI-generated summaries and secure memory.

Documentation, Codebase understanding

★ 74

total-agent-memory

Local memory for coding agents: temporal knowledge graph with fact invalidation, procedural and episodic memory, AST codebase ingest and cross-project analogy.

Codebase understanding

★ 74

cloud-audit

AWS security scanner with attack chain detection, breach cost estimation and remediation snippets for CLI and Terraform.

Review & security

★ 73

brainstorm-mcp

Multi-round brainstorming debates between LLMs (GPT, Gemini, DeepSeek, Groq, Ollama and more) to explore ideas from diverse perspectives.

★ 72

cn-scraper-mcp

Search and extract data from Chinese platforms including Taobao, JD, Xiaohongshu, Zhihu, Weibo, Bilibili, Douban and Dianping, with local cookie storage.

Documentation

★ 72

icloud-mcp

Apple Mail, Calendar, Contacts, Reminders, Notes, Messages and Safari via AppleScript on macOS, or iCloud over IMAP, CalDAV and CardDAV elsewhere.

Business work

★ 72

mcp

Manage Appwrite databases, auth, users, functions, storage, messaging and more.

Data & backend

★ 72

mcp-design-system-extractor

Extract component information from Storybook design systems: HTML, styles, props, dependencies, theme tokens and metadata.

Frontend, Documentation

★ 72

MCPSuno

Suno AI music generation, lyrics, covers and vocal extraction via the Ace Data Cloud API.

Documentation, Content creation

★ 72

rijksmuseum-mcp

Search artworks and get details and collections via the Rijksmuseum API.

Documentation

★ 72

weppy-roblox-mcp

Control a live Roblox Studio session via a plugin: create scripts, instances, terrain, lighting and assets, with bidirectional sync and automated playtests.

★ 72

freshdesk-mcp

Interact with Freshdesk modules and perform support operations.

★ 71

nutrient-dws-mcp-server

Convert, merge, redact, sign, OCR, watermark and extract data from PDFs and Office documents via the Nutrient DWS Processor API.

Documentation

★ 71

vrchat-mcp

Interact with the VRChat API: retrieve information about friends, worlds, avatars and more.

★ 71

agentcairn

Local-first agent memory: a Markdown Obsidian vault as source of truth plus a rebuildable DuckDB index for hybrid BM25, vector and graph recall.

Codebase understanding

★ 70

agentmail-mcp

Email for AI agents: create inboxes on the fly to send, receive and act on email.

Business work

★ 70

forgejo-mcp

Manage your repositories on a Forgejo or Gitea server.

Codebase understanding

★ 70

linkedapi-mcp

Control LinkedIn accounts and retrieve real-time LinkedIn data.

★ 70

roslyn-codelens-mcp

Roslyn-based .NET code intelligence: type hierarchies, call graphs, DI registrations, diagnostics, code fixes and complexity metrics from pre-built indexes.

Codebase understanding

★ 70

scrivener-mcp

Work with Scrivener 3 writing projects: document management, writing analysis, semantic search, character and plot memory, and content enhancement.

Documentation, Codebase understanding

★ 70

aicanvas

Search and fetch animated, shadcn-compatible React components, design systems and templates, with install commands, from the aicanvas registry.

Frontend, Documentation

★ 69

Yuque-MCP-Server

Yuque integration: manage documents, work with knowledge bases, search content and access analytics data.

Data & backend, Documentation

★ 69

android-mcp-server

Android device control via ADB: screenshots, UI tree inspection, touch automation, logcat and compound actions like tap-and-wait.

Frontend

★ 68

codebase-context

Shows agents which patterns a codebase actually uses, which files a change will affect and when there is too little context to trust an edit.

Codebase understanding

★ 68

kin

Graph-native code repository that shows what a code change might affect before you make it.

Codebase understanding

★ 68

mcp-zap-server

Self-hosted OWASP ZAP integration with guided security scans, findings summaries and report generation.

Review & security, Codebase understanding

★ 68

depwire

Dependency graphs for TypeScript, JavaScript, Python, Go, Rust and C, with arc diagram visualization, health scoring, dead code detection and a temporal graph.

★ 67

heurist-mesh-mcp-server

Access Heurist Mesh web3 AI agents for blockchain analysis, smart contract auditing, token metrics, DeFi analysis, NFT valuation and transaction monitoring.

Deployment & ops, Review & security

★ 67

lilbee

Index files, code and crawled websites and answer with source citations, using its own local models or an existing Ollama or LM Studio setup.

Documentation, Codebase understanding

★ 67

MCP-Dandan

Real-time security framework for MCP servers that detects and blocks malicious agent behavior by analyzing tool call patterns and intent.

Review & security

★ 67

research-hub

Research workspace for Zotero, Obsidian and NotebookLM: search arXiv, Semantic Scholar, PubMed and Crossref, ingest into Zotero, sync notes and verify briefs.

Documentation

★ 67

ticktick-mcp

TickTick integration built on the ticktick-py library, with improved filtering capabilities.

★ 67

cloud-finops-skills

Read-only FinOps reference library for agents: six tools that list, filter by FinOps Framework facet, and fetch guides on cloud billing mechanics, commitments,

Deployment & ops, Documentation

★ 66

go-mcp-mysql

MySQL access with a configurable read-only mode and schema inspection.

Data & backend

★ 66

icon-composer-mcp

Apple Icon Composer: create .icon bundles with Liquid Glass effects (iOS 26+), tune glass effects, set dark mode appearances and export for the App Store.

★ 66

mcp

Connect MCP hosts to apps such as Notion, Slack, Monday and Airtable.

Business work

★ 66

mcp

Connect any Bitcoin Lightning wallet to send and receive instant payments.

Business work

★ 66

MCPSpend

Real-time cost observability for MCP tool calls: a transparent proxy that attributes spend per tool, project and end customer.

Deployment & ops

★ 66

Myco

Cross-session, cross-project agent memory built on a self-validating filesystem graph derived from ASTs and Markdown links, not embeddings.

Codebase understanding

★ 66

nvim-mcp

Control Neovim instances via msgpack-RPC: read and edit buffers, run commands, send keys, query LSP diagnostics and annotate code with highlights.

Data & backend

★ 66

docx-mcp

Read and edit Word (.docx) documents with tracked changes, threaded comments, footnotes, OOXML-level validation and document auditing.

Review & security

★ 65

fast-filesystem-mcp

Filesystem operations with large-file support: read and write files, sequential reads, directory operations, search and streaming writes with backup.

Documentation, Content creation

★ 65

globalping-mcp-server

Run ping, traceroute, mtr, HTTP and DNS measurements from locations around the world via Globalping.

★ 65

hledger-mcp

Read and optionally write local hledger journals for double-entry plain text accounting.

Content creation

★ 65

job-searchoor

Search job listings with filters for date, keywords, remote work options and more.

Documentation

★ 65

join.cloud

Collaboration rooms for AI agents: create and join rooms and exchange real-time messages over MCP or A2A.

★ 65

mcp-miro

Miro integration exposing the functionality of the Miro SDK.

★ 65

devrag

Local RAG for semantic vector search over Markdown documents with sqlite-vec and multilingual-e5-small embeddings, filterable by directory and filename.

Data & backend, Documentation

★ 64

esxi-mcp-server

VMware ESXi and vCenter virtual machine management via a REST API.

★ 64

hop

SSH connection manager with a TUI dashboard for discovering, searching and running commands on remote hosts.

Documentation

★ 64

mcp-js

JavaScript sandbox that uses V8 isolation to run AI-generated code locally, with heap snapshotting for persistent sessions.

★ 64

mcp-telegram

Telegram via MTProto: read chats, search messages, download media and manage contacts, with QR code login.

Documentation

★ 64

ns-mcp-server

Dutch Railways (NS) travel information, schedules and real-time updates.

★ 64

proximo

Manage Proxmox VE, Backup Server, Mail Gateway and Datacenter Manager with dry-run plans, snapshots and a tamper-evident audit log; read-only by default.

Review & security, Planning & architecture

★ 64

tripadvisor-mcp

Tripadvisor API access: location data, reviews and photos.

★ 64

zoteus

Zotero integration: hybrid search, PDF passages with page locators, CSL bibliographies, add by DOI, group libraries and writes including PDF annotations.

Documentation, Content creation

★ 64

huly-mcp

Huly project management: query issues, create and update tasks, and manage labels and priorities.

Data & backend, Planning & architecture

★ 63

last9-mcp-server

Bring real-time production logs, metrics and traces from Last9 into your local environment to fix code.

★ 63

mcp-codebase-index

Structural codebase indexer for querying functions, classes, imports, dependency graphs and change impact.

Data & backend, Codebase understanding

★ 63

PersonalizationMCP

Aggregate personal data from Steam, YouTube, Bilibili, Spotify, Reddit and other gaming, music, video and social platforms, with OAuth2 and token management.

Content creation

★ 63

rember-mcp

Create spaced-repetition flashcards in Rember to remember what you learn in your chats.

★ 63

rms-memory-mcp

Local-first memory for coding agents: hybrid LanceDB/Tantivy search, Markdown and code indexes, per-project vaults and recall that abstains on low confidence.

Documentation, Codebase understanding

★ 63

spreadsheet-mcp

Token-efficient spreadsheet analysis and editing (xlsx/xlsm) with region detection, structured reads, formula and style inspection, forking and recalculation.

Business work

★ 63

youtube-uploader-mcp

Upload videos to YouTube directly from an AI assistant.

Content creation

★ 63

brightspace-mcp-server

Check D2L Brightspace grades, due dates, assignments, announcements, syllabus, rosters, discussions and course content.

Content creation

★ 62

contentful-mcp

Create, update and delete content, content models and assets in a Contentful space.

Content creation

★ 62

DifyWorkflow

Query and execute Dify workflows.

Data & backend, Planning & architecture

★ 62

immich-photo-manager

Manage a self-hosted Immich photo library: CLIP natural language search, GPS album curation, duplicate detection, library health reports and HTML galleries.

Documentation, Codebase understanding

★ 62

just-mcp

Justfile integration: run CLI or script commands with parameters and environment variable support.

★ 62

kranz

Local service orchestrator with a stdio MCP server for inspecting and controlling development services, logs, ports, actions and run history across live

Planning & architecture

★ 62

mcp-server-atlassian-confluence

Atlassian Confluence Cloud: work with spaces, pages and content, with automatic ADF-to-Markdown conversion.

Content creation

★ 62

nutrient-document-engine-mcp-server

Self-hosted, on-premises document processing with Nutrient Document Engine, designed for HIPAA, SOC 2 and GDPR compliance.

Frontend

★ 62

open-agreements

Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment, cloud terms) and produce signable DOCX files.

Documentation

★ 62

trade-agent-mcp

Trade stocks and crypto on brokerages such as Robinhood, E*Trade, Coinbase and Kraken via Trade Agent.

★ 62

arch-mcp

Search the Arch Wiki and AUR, get package info, check for updates, install packages and analyze PKGBUILDs, from Arch or non-Arch systems.

Documentation

★ 61

browser-mcp

Control your real, logged-in Chrome browser via an extension, with multiple concurrent color-coded sessions.

Frontend

★ 61

ChatCrystal

Local-first memory for AI coding conversations: imports chats from coding assistants into notes with semantic search, tag graphs and Markdown export.

Documentation, Codebase understanding

★ 61

context-awesome

Search curated awesome lists and fetch the most relevant resources for your agent.

Documentation

★ 61

fal-mcp-server

Generate images, videos and music with Fal.ai models such as FLUX, Stable Diffusion and MusicGen.

Content creation

★ 61

Something missing or broken? Submit a skill or MCP server or tell us.

Setup instructions and compatibility are compiled from publisher docs and community reports, not hands-on testing, unless a step is marked Tested. Check the source before relying on a setup.