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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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  • Aerospace & Astrodynamics3
  • Aggregators109
  • Agreements & Coordination2
  • Architecture & Design30
  • Art & Culture64
  • Biology, Medicine and Bioinformatics38
  • Browser Automation81
  • Cloud Platforms157
  • Cloud Storage3
  • Code Execution672
  • Communication154
  • Conversational AI4
  • Cryptography199
  • Customer Data Platforms16
  • Data Platforms40
  • Data Science Tools35
  • Data Visualization8
  • Databases156
  • Delivery13
  • DevOps0
  • E-Commerce25
  • Education5
  • Embedded System16
  • end to end RAG platforms4
  • Environment & Nature5
  • File Systems42
  • Finance & Fintech414
  • Gaming56
  • Health & Wellness1
  • Home Automation8
  • Industrial & IoT1
  • Knowledge & Memory286
  • Legal23
  • Location Services44
  • Marketing93
  • Monitoring73
  • Multimedia Process52
  • OS Automation8
  • Other Tools and Integrations229
  • Podcasts3
  • Product Management12
  • Real Estate7
  • Research38
  • Search & Data Extraction226
  • Social Media45
  • Speech-to-Text3
  • Spirituality & Esoterica5
  • Sports29
  • Support & Service Management11
  • Text-to-Speech8
  • Translation Services5
  • Travel & Transportation45
  • Version Control25
  • Web Scraping24
  • Workplace & Productivity204
TrendingMost starsRecently updatedRecently added
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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.

01d ago
L

Browser Automation

lyrenth/lyrenth-mcp

Read any URL as a clean AIDocument (Markdown + structure) through Lyrenth's cached index.

01d ago
S

Data Science Tools

subelsky/bundler_mcp

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

01d ago
Z

Data Science Tools

zcaceres/markdownify-mcp

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

01d ago
H

Browser Automation

hanzili/comet-mcp

Connect to Perplexity Comet browser for agentic web browsing, deep research, and real-time task monitoring.

01d ago
P

Browser Automation

pskill9/web-search

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

01d 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.

01d 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.

01d 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.

01d ago
official
M

Finance & Fintech

mmxrealQQ/bobai-buyburn

Live verifiable on-chain data for the $BOBAI token on BNB Chain — price computed from pair reserves × Chainlink (no price API), liquidity depth with LP-burn proof, buyback-and-burn audit trail, fee-on-transfer-safe trade params, and an earnable NFT buy-drop. 13 read-only tools + 2 guided prompts, no API key. Remote HTTP MCP at `https://brainonbnb.com/mcp` with a plain-REST mirror.

03d ago
official
C

Databases

ClickHouse/mcp-clickhouse

run_query Execute SQL queries on your ClickHouse cluster. Input: query (string): The SQL query to execute. Queries run in read-only mode by default (CLICKHOUSE_ALLOW_WRITE_ACCESS=false), but writes can be enabled explicitly if needed. list_databases List all databases on your ClickHouse cluster. list_tables List tables in a database with pagination. Required input: database (string). Optional inputs: like / not_like (string): Apply LIKE or NOT LIKE filters to table names. page_token (string): Token returned by a previous call for fetching the next page. page_size (int, default 50): Number of tables returned per page. include_detailed_columns (bool, default true): When false, omits column metadata for lighter responses while keeping the full create_table_query. Response shape: tables: Array of table objects for the current page. next_page_token: Pass this value back to fetch the next page, or null when there are no more tables. total_tables: Total count of tables that match the supplied

4 tools · Check server health, list_databases

01d ago
A

Search & Data Extraction

apify/mcp-server-rag-web-browser

An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.

01d ago
A

Knowledge & Memory

AshutoshRaj97/agentready-mcp

Make any website queryable by AI agents. Index a site then ask questions and get cited answers grounded in its content via RAG. Tools: `list_sites` and `ask_site`. `npx -y @agentreadyweb/mcp`

01d ago
A

Architecture & Design

awdr74100/figwright

Bidirectional Figma server over a local WebSocket relay: turn a selection into framework-aware code (reusing your components and tokens), or author frames, text, styles, variables, and whole screens back onto the canvas. 92 tools, any MCP client, no Dev Mode seat or paid tier.

01d ago
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Art & Culture

gupta-kush/spotify-mcp

93-tool Spotify server with smart shuffle, natural language song search, vibe analysis, artist network mapping, taste evolution, and playlist power tools. Works after Spotify's Feb 2026 API changes.

01d ago
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Art & Culture

mikechao/metmuseum-mcp

Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.

01d ago
D

Art & Culture

djalal/quran-mcp-server

📇 ☁️ MCP server to interact with Quran.com corpus via the official REST API v4.

01d ago
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Art & Culture

rekordcloud/sonovault-mcp

Music metadata search over 90M+ tracks, artists, labels, and releases: genre, release dates, ISRC/ISWC codes, and cross-platform IDs (Spotify, Apple Music, Tidal, Beatport, Discogs, MusicBrainz, YouTube). `npx -y sonovault-mcp`

01d ago
A

Spirituality & Esoterica

astroway/astroway-mcp

Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation API — natal charts, synastry, transits, Vedic dashas (Vimshottari, Yogini, Ashtottari, Kalachakra), 16 Vargas, Tarot (Rider-Waite-Smith / Marseille / Lenormand), Numerology (5 systems), Human Design, AI horoscopes. Sub-arcsecond Swiss Ephemeris precision, 10 000 free credits/month. Install: `npx @astroway/mcp`.

01d ago
L

Browser Automation

LvcidPsyche/auto-browser

Open-source MCP-native browser agent with human takeover via noVNC, reusable auth profiles, and approval/audit rails. Playwright + FastAPI, Docker-based isolated sessions, stdio bridge for Claude Desktop and Cursor.

01d ago
M

Browser Automation

markmircea/Selenix-MCP-Server

MCP server bridging Claude Desktop with Selenix for browser automation and testing. Create, run, debug, and manage browser tests through natural language.

01d ago
J

Browser Automation

junipr-labs/mcp-server

Web intelligence API for AI agents — screenshot capture, PDF generation, page metadata extraction, and 75+ specialized data extractors for news, social media, SERP, pricing, and more. Free tier included.

01d ago
S

Browser Automation

segentic-lab/periscope-mcp

Website & web-app testing built for AI agents rather than raw browser bindings: 66 Playwright tools with hard assertions, auto form-fill, persistent authenticated sessions (incl. interactive login for 2FA/SSO), network mocking, real INP, and accessibility/SEO/GEO (llms.txt, AI-crawler access, WebMCP) + Lighthouse audits.

01d ago
N

Browser Automation

ndthanhdev/mcp-browser-kit

An MCP Server that enables AI assistants to interact with your local browsers.

01d 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.

01d 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.

01d ago
A

Code Execution

arvindand/maven-tools-mcp

Universal Maven Central dependency intelligence for JVM build tools (Maven, Gradle, SBT, Mill). Features bulk operations, version comparison, stability filtering, dependency age analysis, release patterns, and Context7 integration for upgrade guidance.

01d 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.

01d ago
A

Art & Culture

aliafsahnoudeh/shahnameh-mcp-server

MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Ferdowsi, including sections, verses and explanations.

01d 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.

01d 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`.

01d ago
official
M

Other Tools and Integrations

Mind Reasoner MCP Server

Mind Reasoner's MCP Server

01d 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`.

01d ago
official
M

Aggregators

mcpqueen/mcpqueen

The graded MCP registry: live-probes every remote server in the official registry (initialize, tools/list, schema quality, latency, provenance) and publishes evidence-backed grades — searchable by agents via its own MCP endpoint at [mcpqueen.com](https://mcpqueen.com).

01d 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.

01d 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.

01d ago

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