Model Context Protocol
MCP Servers Directory
112 Model Context Protocol servers that connect Claude and other AI agents to real tools — filesystems, databases, browsers, and SaaS apps. Every entry is a hand-reviewed deep dive with a verified install command and tool list, ranked by real popularity.
Superpowers
A Claude Code plugin that replaces ad hoc prompting with a structured workflow — brainstorm, plan, build with TDD, review — built from composable, auto-updating skills.
World Monitor
World Monitor's MCP server puts roughly 60 tools for markets, conflict, energy, and flight tracking in front of an agent so it can generate situational briefings on demand.
Ruflo
Ruflo runs an MCP server with roughly 200 tools for agent orchestration, persistent memory, and swarm coordination, so Claude Code can manage multiple cooperating agents.
OpenSpec
OpenSpec makes an AI coding assistant agree on a written spec before it writes code, using slash commands and plain-Markdown change proposals as the source of truth.
TrendRadar
TrendRadar's MCP server puts 24 tools for cross-platform trend search, sentiment analysis, and alerting in front of an agent, on top of a crawler watching 35+ platforms.
Context7
Pipes up-to-date, version-specific library documentation straight into an agent's context, so generated code matches the API that actually exists instead of a model's stale training data.
Penpot
Penpot's own MCP server bridges an agent to a live design file over the Plugin API, letting it read layout structure, export shapes, and run code inside the plugin sandbox.
Chrome DevTools
Chrome DevTools MCP hands an agent a real, running Chrome instance — puppeteer-driven actions plus DevTools-grade network, console, and performance-trace inspection.
MindsDB
MindsDB runs an MCP server built into its own query engine, so an agent can list connected sources and run federated SQL across 200+ of them through one query tool.
Codebase Memory
Codebase Memory indexes a repository into a persistent graph of functions, classes, and call chains, so an agent queries structure directly instead of reading files one by one.
Playwright MCP
Microsoft's official MCP server that gives coding agents a real, controllable browser — driven through the accessibility tree instead of screenshots, for deterministic clicking, typing, and testing.
Next AI Draw.io
Next AI Draw.io's MCP server lets an agent build and edit draw.io diagrams with a real-time browser preview, using ID-based edits instead of hand-writing diagram XML.
GitHub MCP Server
GitHub's official MCP server — lets an agent read repositories, open issues and pull requests, review diffs, and manage workflows directly from your GitHub account.
Cognee
Cognee's MCP server gives an agent a remember/recall/forget memory API backed by a real knowledge graph, with a fast session cache for anything that doesn't need to persist.
Graphiti
Graphiti's MCP server exposes a temporally-aware knowledge graph, so an agent can add episodes, query facts as of a specific date, and track how a relationship changed.
GPT Researcher
The GPT Researcher MCP server runs deep, multi-source web research and returns a validated, cited report instead of a single raw search result.
Task Master
Task Master is an MCP server that turns a product requirements doc into a dependency-tracked task list your coding agent can work through one ticket at a time.
Serena
Serena gives a coding agent IDE-grade semantic tools — symbol search, rename, safe delete — across 40-plus languages via language servers, for free.
Blender Model Context Protocol
Blender MCP server bridges Claude and Blender over a local socket, letting an agent inspect scenes and run Python to build, texture, and pose 3D objects.
Archon
Archon is now a YAML workflow engine for AI coding agents, turning "fix this bug" into a repeatable plan, implement, test, review, and PR pipeline.
FastMCP
FastMCP is the Python framework behind official MCP server support — decorate a function with @mcp.tool and it becomes a schema-validated MCP tool.
N8n
n8n-mcp gives an agent full-text search and validation over n8n's node library, then lets it create and manage real workflows through n8n's API.
Cua
Cua's MCP server lets an agent describe a computer-use task in plain English and have it executed inside a real macOS, Linux, or Windows session.
Beads
Beads-MCP exposes Steve Yegge's graph-based issue tracker as MCP tools, giving a coding agent durable, dependency-aware memory across sessions.
FunASR
FunASR's MCP server turns a local audio file into text with one transcribe_audio tool, no cloud API key, five languages, optional timestamps.
Context Mode
Context Mode sandboxes tool output in subprocesses so an agent's context window sees a cut-down summary instead of the raw multi-hundred-KB response.
Nuclear
Nuclear is a free, ad-free streaming music player whose built-in MCP server exposes four discovery-based tools to search, queue, and control playback.
Model Context Protocol for Beginners
Microsoft's free, open-source MCP curriculum walks through protocol fundamentals with runnable code samples in Python, TypeScript, Java, C#, and Rust.
Trigger.dev
Trigger.dev's official MCP server lets an AI assistant trigger tasks, inspect runs, and debug background jobs directly from your editor.
Figma Context
Framelink's Figma MCP server feeds AI coding tools a simplified read of a Figma file's layout and styling so generated UI code matches the design.
Xiaohongshu
This MCP server lets an AI assistant log into Xiaohongshu (RedNote), publish posts and videos, search content, and reply to comments and notifications.
OpenMetadata
OpenMetadata's built-in MCP server lets an AI assistant query lineage, ownership, and glossary metadata across your data stack in plain language.
Skill Seeker
Skill Seeker turns a documentation site, GitHub repo, PDF, or video into a packaged AI skill for Claude, Cursor, or another assistant in a few commands.
ARIS (Auto-Research-In-Sleep)
ARIS is a Markdown-only skill framework that lets Claude Code run an ML research cycle — ideation to paper revision — with another model reviewing its work.
MCP Toolbox for Databases
Google's MCP Toolbox for Databases wires an AI agent up to 20+ databases with connection pooling, IAM auth, and either prebuilt or custom SQL tools.
Eino
Eino is CloudWeGo's Go framework for LLM apps; its MCP component wraps any MCP server's tools and prompts as native Eino Tool and ChatTemplate objects.
Convex
Convex's official MCP server lets an agent inspect your schema, query and paginate data, run functions, and check deployment health from the CLI.
Claude Context
Claude Context adds semantic, vector-backed code search to Claude Code, so an agent retrieves the relevant functions instead of scanning whole files.
XHS Downloader
XHS Downloader is an open-source tool that pulls note metadata and media files from XiaoHongShu (RedNote), with a built-in MCP server mode for AI clients.
Chrome Browser
Chrome MCP Server turns your everyday Chrome browser — logins, cookies, and history included — into a controllable tool for AI assistants via a Chrome extension.
Kubeshark
Kubeshark gives AI agents queryable access to cluster-wide Kubernetes network traffic, captured and TLS-decrypted at the kernel level via eBPF.
FastAPI
FastAPI-MCP mounts an MCP server directly onto an existing FastAPI app, turning its endpoints into MCP tools with the same auth already protecting them.
PAL
PAL (formerly Zen MCP) lets Claude Code and other CLI agents call out to other AI models mid-conversation for a second opinion, a deep review, or a full multi-model debate.
Pipedream
Pipedream's MCP server gives an agent OAuth-managed access to 3,000-plus APIs and 10,000-plus pre-built actions, without ever exposing credentials to the model.
Ida Pro
IDA Pro MCP bridges IDA Pro to MCP clients so an agent can decompile, disassemble, patch, and drive a live debug session inside an existing IDA database.
LanceDB
LanceDB's own reference MCP server is a minimal, serverless example of storing and retrieving embedded documents in LanceDB through three tools.
Phoenix
Phoenix's MCP server gives an agent read/write access to your LLM traces, prompts, datasets, and experiment results for observability and evaluation work.
Fullstack Dev Skills Plugin
This Claude Code plugin adds dozens of framework- and language-specific skills, plus multi-step workflows, so Claude automatically pulls in the right expertise for full-stack work.
HexStrike AI
HexStrike AI is an MCP server that wires AI agents into 150+ real offensive-security tools, plus a layer of autonomous agents that decide which tools to run and interpret the results.
QuantDinger (OpenByteInc)
QuantDinger is a self-hosted AI trading OS whose MCP server lets Cursor, Claude, and Codex read markets, backtest strategies, and place paper or live trades without ever touching your broker keys.
Xiaozhi ESP32
A backend for xiaozhi-esp32 voice hardware that pairs an ASR/LLM/TTS pipeline with an MCP access point, so ESP32 devices can register real-world tool calls an AI can invoke.
Zen
An MCP server that lets Claude Code, Codex, or Gemini CLI pull in other AI models mid-task — for a second opinion, a multi-model debate, or a full code review — without losing conversation context.
QuantDinger (brokermr810)
The founder-maintained mirror of QuantDinger, a self-hosted AI trading OS whose MCP server gives Cursor, Claude Code, or Codex scoped access to markets, backtests, and paper/live trading.
Ghidra
A Ghidra plugin plus Python bridge that exposes decompilation, renaming, and cross-reference lookups as MCP tools, so an LLM can reverse-engineer a binary function by function.
AWS
A collection of 60-plus purpose-built MCP servers from AWS Labs, each scoped to one service or workflow — documentation lookup, CDK/CloudFormation, DynamoDB, Bedrock, cost management, and more.
Desktop Commander
Gives Claude terminal control, filesystem access, and surgical file editing on your actual machine — running processes, searching files by content, and applying targeted diffs, not just chatting.
Mcp-Go
A Go implementation of the Model Context Protocol for building your own MCP servers and clients in Go, with resources, tools, prompts, and stdio/SSE/HTTP transports out of the box.
Openstatus
OpenStatus's remote MCP server lets Claude, Cursor, or ChatGPT manage your status pages, monitors, and incidents by name — list pages, file a status report, resolve it, or schedule maintenance.
Praison AI
Exposes PraisonAI's multi-agent framework as an MCP server, so any MCP client can run agents, kick off research, execute code, and search the web through 64 built-in tools.
MCP Agent
A Python framework for building AI agents on top of MCP, giving you ready-made composable patterns — router, orchestrator-workers, evaluator-optimizer, swarm — instead of wiring agent logic from scratch.
Git
GitMCP turns any GitHub repository into a documentation server an AI assistant can query directly, so it fetches real docs and searches actual code instead of guessing from stale training data.
Higress
Higress is Alibaba's Envoy-based AI gateway that hosts MCP servers as Wasm plugins and can convert any OpenAPI spec into a new remote MCP server on the fly.
Fonoster
Fonoster's MCP server lets an agent look up phone numbers and voice apps in your self-hosted telephony stack, then place a single call or a batch of calls.
YouTube Transcript MCP Server
jkawamoto's MCP server fetches YouTube captions, per-line timestamps, video metadata, and available languages for any video — no API key, browser, or scraping required.
NotebookLM
This MCP server drives a real, stealth-automated Chrome session against Google NotebookLM so an agent can ask citation-backed questions, add sources, and generate audio overviews.
Osaurus
Osaurus is a native, offline-first macOS runtime for local and cloud models that runs its own MCP server with 20+ plugins and can also aggregate tools from remote MCP providers.
Code2Prompt
Code2Prompt turns a whole codebase into one templated, token-counted LLM prompt from the CLI, and lists an experimental MCP server for serving that context to agents on demand.
Steel Browser
Steel's MCP server puts a managed, self-hostable Chromium browser behind 15 MCP tools — scrape, screenshot, run multi-step sessions, and hand off to a human mid-task.
BrowserTools
BrowserTools MCP pairs a Chrome extension with an MCP server so an agent in Cursor or another IDE can read console logs and network requests and run Lighthouse audits.
Firecrawl MCP
Turns any website into clean, LLM-ready content — scraping, crawling, and search with JavaScript rendering, batch processing, and automatic retries built in.
Bifrost
Bifrost is a high-throughput AI gateway fronting 20+ LLM providers behind one OpenAI-compatible API, with a built-in MCP gateway that adds tool-calling to any connected model.
Unstract
Unstract's MCP server lets an agent hand a document — a PDF, scan, or image — to your deployed Unstract API and get back structured, LLM-extracted JSON.
Cursor Talk to Figma
This MCP integration bridges Cursor, Claude Code, or Codex to an open Figma file over WebSocket, letting an agent read node data and bulk-create or restyle designs.
Browser
Browser MCP puts an agent in the driver's seat of your actual, already-logged-in Chrome window via a companion extension, instead of spinning up a fresh browser instance.
Windows
Windows MCP server that lets an agent operate a live Windows desktop — clicking, typing, launching apps, editing the registry, and reading the screen through an accessibility tree instead of pixels.
ChatGPT AutoExpert
A set of custom-instruction prompts that turn plain ChatGPT into a more rigorous conversational or coding assistant — not an MCP tool server, but a prompt system predating MCP.
Airweave
Airweave syncs 40+ apps and databases into one searchable index, then exposes that index to agents through an MCP server with instant, classic, and agentic search modes.
FLUJO
A local-first visual builder for chaining models and MCP tools into automated workflows, with a built-in debugger and an MCP proxy for re-exposing flows to other clients.
GreptimeDB
An MCP server that lets an agent query GreptimeDB with SQL, PromQL-style TQL, and time-range aggregations, plus manage ingest pipelines and Perses dashboards, with read-only enforcement built in.
MISP
The official MISP MCP server, giving an agent read-only search access to your MISP instance's events, indicators, tags, galaxies, and threat feeds.
Trafilatura
A Python library and CLI that strips a web page down to its main text and metadata, exporting the result as plain text, Markdown, JSON, CSV, or XML — the extraction engine several MCP scraping servers wrap around.
RealChar
An open-source platform for building and talking to customizable AI characters in real time, over voice or text, across a web app, iOS app, and terminal client.
XcodeBuild
An MCP server and CLI that lets an AI coding agent build, test, and run iOS/macOS Xcode projects and control simulators directly, without a human driving Xcode by hand.
An MCP server that connects Claude to your personal WhatsApp account for searching, reading, and sending messages, media, and voice notes, with everything stored locally.
Semble
A code search tool built for agents that returns exact, relevant snippets from a codebase in under a second, using roughly 98% fewer tokens than a typical grep-then-read loop.
Mobile Next
A platform-agnostic MCP server for automating and testing native iOS and Android apps — tapping, swiping, typing, and reading the screen on simulators, emulators, or real devices through one interface.
Klavis AI
Klavis AI is an open-source platform bundling 100+ prebuilt MCP integrations — Gmail, Slack, GitHub, Discord — behind managed OAuth and one aggregated endpoint.
Serge
Serge is a self-hosted, dockerized chat UI and REST API for running local LLMs through llama.cpp — no API keys, no cloud dependency, just a browser and a GGUF model.
Atlassian Integration
mcp-atlassian connects Jira and Confluence, Cloud or Server/Data Center, to any MCP client, exposing dozens of read/write tools for issues, pages, and comments.
UltraRAG
UltraRAG is a low-code RAG framework that turns retrieval, generation, and evaluation into standalone MCP servers you wire together with YAML instead of glue code.
Genkit
The @genkit-ai/mcp plugin lets a Genkit app consume any MCP server's tools directly, or expose its own Genkit tools and prompts as an MCP server for other clients.
Playwright MCP (ExecuteAutomation)
ExecuteAutomation's Playwright MCP server drives a real browser for an agent — navigation, clicking, screenshots, JS execution, and generating Playwright test code.
Magic
Magic MCP turns a plain-language description into a ready-to-drop React/Tailwind component, searchable against a 10,000+ component library right inside your editor.
Jsondiffpatch
The jsondiffpatch project's diff-mcp server hands an agent a single, format-flexible diff tool that compares text, JSON, YAML, TOML, XML, or HTML and returns a readable delta.
Lemonade SDK
Lemonade serves local LLMs, Whisper, and image models across CPU, GPU, and NPU hardware, and exposes them to any MCP client through a built-in MCP server.
BrowserAct Skills
BrowserAct Skills gives an agent a CLI for real-browser automation that gets through anti-bot walls, runs isolated multi-session tasks in parallel, and hands off to a human when stuck.
Viper
Viper is an open-source adversary-simulation platform that runs its own MCP server so an LLM agent can drive red-team operations across Windows, Linux, and macOS targets.
Finance Toolkit
Finance Toolkit's MCP server exposes 200+ transparent, open-source financial ratios, valuation models, and technical indicators to any MCP client, backed by live FMP data.
Filesystem MCP Server
Anthropic's reference server for reading, writing, and searching files inside sandboxed local directories — the most commonly connected MCP server for giving an agent safe filesystem access.
Git MCP Server
A reference MCP server that runs Git commands — status, diff, log, commit, branch — against a local repository so an agent can inspect and manage version control without shelling out.
Puppeteer MCP Server
A reference MCP server that drives a headless or visible Chromium browser via Puppeteer — navigation, clicking, form filling, and screenshots — for simpler automation needs than a full test framework.
Supabase MCP
Supabase's official MCP server — query the database, run migrations, read logs, check security advisors, and generate TypeScript types directly from an agent, with read-only mode as a first-class safeguard.
PostgreSQL MCP Server
A read-only reference MCP server that lets an agent inspect a Postgres database's schema and run SELECT queries — a safe way to give an agent database context without write access.
SQLite MCP Server
A reference MCP server for local SQLite databases — run queries, inspect table schemas, and build up analysis against a single file with no database server to run.
Exa MCP
Gives an agent real, current web search built on Exa's AI-native search API — designed for retrieving high-quality sources rather than raw SERP scraping.
Brave Search MCP Server
A reference MCP server that gives an agent real-time web and local search results through the Brave Search API — a straightforward way to add current information retrieval.
Notion MCP
Notion's official MCP server — search, read, create, and update pages and databases directly from an agent, using the same permissions as your Notion integration.
Sequential Thinking MCP Server
A reference server that structures an agent's reasoning into explicit, revisable steps — useful for breaking down complex problems where the first approach often needs revision.
Knowledge Graph Memory MCP Server
A reference server that gives an agent persistent memory across sessions, stored as a simple local knowledge graph of entities, relations, and observations.
Figma Dev Mode MCP Server
Figma's official Dev Mode MCP server — runs locally inside the Figma desktop app and lets a coding agent pull real code, design variables, and images directly from a selected frame.
Fetch MCP Server
A minimal reference server that fetches a URL and converts its content to clean Markdown for an agent to read — the simplest way to give an agent basic web access.
Time MCP Server
A tiny reference server that gives an agent the current time in any timezone and converts times between timezones — useful whenever a task depends on knowing "now."
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