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Searchable catalog of Model Context Protocol servers. Find tools that connect your AI assistant to the services and data you use.

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MCP server directory

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  • Accessibility1
  • Aerospace & Astrodynamics3
  • Aggregators133
  • Agreements & Coordination11
  • Architecture & Design39
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  • Biology, Medicine and Bioinformatics44
  • Browser Automation99
  • Cloud Platforms183
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  • Code Execution769
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TrendingMost starsRecently updatedRecently added
P

Browser Automation

pskill9/web-search

An MCP server that enables free web searching using Google search results, with no API keys required.

01mo ago
A

Code Execution

agent-blueprint/mcp-server

8 MCP tools for exploring and downloading AI agent blueprints. List blueprints, get summaries, download full Agent Skills directories for implementation by coding agents. Vendor-agnostic output works with any enterprise platform. Install: `npx agentblueprint`.

01mo ago
B

Code Execution

BrunoKrugel/echo-mcp

A zero-configuration Go library to automatically expose any existing Echo web framework APIs as MCP tools.

01mo ago
R

Data Science Tools

reading-plus-ai/mcp-server-data-exploration

Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.

01mo ago
S

Data Science Tools

ShipItAndPray/mcp-compress

Data compression MCP server. 7 tools for gzip, brotli, deflate, and TurboQuant quantization. Auto-selects best algorithm. 60x compression on docs. Zero dependencies.

01mo ago
S

Data Science Tools

ShipItAndPray/mcp-turboquant

LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. Recommend optimal quant settings, evaluate quality, and push to Hugging Face Hub.

01mo ago
9

Data Science Tools

98lukehall/renoun-mcp

Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence across 17 channels without analyzing content.

01mo ago
S

Data Science Tools

subelsky/bundler_mcp

Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.

01mo ago
Z

Data Science Tools

zcaceres/markdownify-mcp

An MCP server to convert almost any file or web content into Markdown

01mo ago
S

Finance & Fintech

swiftnodes/swiftnodes-mcp

Multi-chain blockchain RPC data for AI agents — 75+ chains with endpoint URL templates, flat-rate pricing, weekly auto-probed JSON-RPC method support, and live endpoint probing (rpc-doctor-lite). Zero dependencies, MIT, works with Claude Desktop, Cursor, and any stdio MCP client.

03w ago
Y

Aggregators

YangLiangwei/PersonalizationMCP

Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit and other platforms integrations. Features OAuth2 authentication, automatic token management, and 90+ tools for gaming, music, video, and social platform data access.

01mo ago
S

Code Execution

stippi/code-assistant

Coding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple projects concurrently.

01mo ago
official
D

Code Execution

drumst0ck/uploadkit

🎖️ 📇 🏠 🍎 🪟 🐧 – Official MCP server for [UploadKit](https://uploadkit.dev). Gives AI assistants first-class knowledge of 40+ React upload components, Next.js route handler scaffolds, BYOS setup (S3/R2/GCS/B2), and full-text search across 88+ docs pages. Runs locally via `npx -y @uploadkitdev/mcp`.

01mo ago
official
A

Cloud Platforms

aliyun/alibaba-cloud-ops-mcp-server

A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.

01mo ago
A

Cryptography

ajipurn/fida

Local-first MCP gateway for coding agents that redacts detected secrets from file reads and command output before they reach model context.

01mo ago
H

Aggregators

hamflx/imagen3-mcp

A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.

01mo ago
S

Aggregators

scotia1973-bot/api-hub

Memory Vault: 49 MCP tools with persistent agent memory (store/recall/search), plus 45 utility tools (QR codes, crypto prices, weather, DNS, geolocation, passwords, UUIDs, text, finance, code). Free tier + $2.99/mo Pro. Install: `pip install gadgethumans-api-hub-mcp` or `uvx gadgethumans-api-hub-mcp`. Hosted at `api.gadgethumans.com/mcp`.

01mo ago
official
M

Other Tools and Integrations

Mind Reasoner MCP Server

Mind Reasoner's MCP Server

01mo ago
M

Finance & Fintech

mission69b/t2000

Non-custodial DeFi banking for AI agents on Sui. 35 tools, 20 prompts for save, borrow, invest, exchange, send, pay — with auto yield optimization across NAVI, Suilend, and Cetus.

01mo ago
K

Finance & Fintech

kukapay/crypto-whitepapers-mcp

Serving as a structured knowledge base of crypto whitepapers.

01mo ago
A

Multimedia Process

AetherWave-Studio/aetherwave-mcp

One tool surface for music, image, video, and audio generation across Suno, Grok Imagine, Seedance, Kling, Hailuo, Wan, VEO, Ideogram, and GPT Image 2. Generate, edit, upscale, reframe, and master through one API key and one credit pool. First key includes free credits, no card required. `npx -y @aetherwave-studio/mcp`

01mo ago
G

Aggregators

GarphenGate/moltline-mcp

Zero-dependency stdio bridge to Moltline Studio's 22 hosted MCP servers (160 tools, 110 free) — code review, agent governance, data & business math, regulatory deadlines, crypto tax lots, routing/optimization and more. Free tier needs no account or API key. Remote streamable-http at `mcp.moltlinestudio.com/<server>`.

03w ago
W

Code Execution

Wopee-io/wopee-mcp

Autonomous testing for web apps — dispatch AI agents that open real browsers, execute test cases, and report pass/fail with screenshots. Generate user stories, test cases, and Playwright code from your app context. 8 tools for end-to-end test automation.

01mo ago
H

Code Execution

HanSur94/matlab-mcp-server-python

Connect AI agents to MATLAB — execute code, run async jobs with progress reporting, get interactive Plotly plots, expose custom .m functions as tools, and monitor via live dashboard.

01mo ago
R

Aggregators

reefapi/reefapi-mcp

One MCP for 160+ live web-data APIs — search engines, social (Reddit, TikTok, Threads, Bluesky), e-commerce (Amazon, eBay, AliExpress, Etsy), real estate (Zillow, Redfin), jobs, travel, news, finance and company/people intel. Clean JSON from sites that block scrapers; one key, one shared credit pool, free tier. Remote streamable-http at api.reefapi.com/mcp.

01mo ago
A

Aggregators

alexar76/aimarket-plugins

**aimarket-mcp-packager** hub plugin: turn AIMarket capabilities into self-hosted MCP servers (Docker image + `mcp_manifest` + Claude Desktop `mcpServers` config). Part of 15-plugin AIMarket Hub ([modelmarket.dev](https://modelmarket.dev)); protocol discovery at `/.well-known/ai-market.json`. Install: `pip install aimarket-mcp-packager`.

01mo ago
N

Other Tools and Integrations

NON906/omniparser-autogui-mcp

This is an MCP server that analyzes the screen with OmniParser and automatically operates the GUI.

01mo ago
L

Browser Automation

Lyosis/claudeForSafari

Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control over Safari — navigate, read pages, click elements, fill forms, and manage tabs. No Playwright or WebDriver dependency.

01mo ago
K

Browser Automation

kimtth/mcp-aoai-web-browsing

A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.

01mo ago
K

Browser Automation

kimtaeyoon83/mcp-server-youtube-transcript

Fetch YouTube subtitles and transcripts for AI analysis

01mo ago
S

Browser Automation

sh6drack/zen-mcp

Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form filling, screenshots, and JavaScript evaluation. No Selenium or Playwright required.

01mo ago
C

Biology, Medicine and Bioinformatics

cafferychen777/ChatSpatial

MCP server for spatial transcriptomics analysis with 60+ integrated methods covering cell annotation, deconvolution, spatial statistics, and visualization.

01mo ago
A

Biology, Medicine and Bioinformatics

ammawla/encode-toolkit

MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments.

01mo ago
G

Code Execution

gwbischof/outsource-mcp

Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?"

01mo ago
P

Browser Automation

protostatis/unbrowser

Lightweight browser MCP server for LLM agents. Runs JavaScript, follows links, fills forms, manages cookies, and returns low-token BlockMaps from a single native binary without Chrome.

01mo ago
P

Browser Automation

PhungXuanAnh/selenium-mcp-server

A Model Context Protocol server providing web automation capabilities through Selenium WebDriver

01mo ago

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