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Model Context Protocol directory

MCP Servers List

Search 25,015 MCP server records across 12 categories. Filter by deployment type and compare provenance, tools, compatibility, package activity, and GitHub traction before connecting a server to your AI workflow.

MCP data last synced 4d ago.
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Showing 2113-2160 of 3.1K MCP servers

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MCP Explorer (ventz)

by ventz

Search

Web-based GUI for connecting to MCP servers, browsing tools, resources, and prompts, and executing them from a browser.

1

Swiss AI Labor Market

by gsalami

Search

Tracks AI's impact on the Swiss labor market through automated data collection from BFS statistics, news sources, and research publications, providing semantic search and trend analysis for employment patterns, industry disruption, and AI adoption across Switzerland's economic sectors.

1

Imgflip Meme Generator

by howardpen9

Search

Searches Imgflip templates by description and generates shareable meme image URLs.

1

Agent Browser

by hughedward

Search

Wraps Vercel's agent-browser CLI for Playwright-based browser automation with 44 tools, token-efficient element referencing, and session persistence.

1

Research Notion

by h-yanagawa

Search

Integrates with Notion to enable AI-powered survey creation, data retrieval, and analysis for research projects.

1

Bank of Korea ECOS

by hyeonseo2

Search

Retrieves economic statistics from the Bank of Korea ECOS system with time-series data, table search, and natural language query resolution.

1

Modular RAG

by icedvodka

Search

Pluggable RAG framework with hybrid search, reranking, multimodal image captioning, and Streamlit dashboard.

1

decomp.me

by jesusarcascarrera

Search

Automated decompilation on decomp.me with browser bridge and parallel agent coordination.

1

Kivv

by jeffaf

Search

Automates academic paper discovery from arXiv with daily collection, relevance scoring, and summarization, providing personalized research feeds and reading status management for researchers.

1

Jekyll Blog

by jottinger

Search

Indexes Jekyll blog posts and drafts with keyword search, category filtering, and content retrieval to enable content analysis, duplicate detection, and AI-assisted writing workflows.

1

KOFA

by khjohns

Search

Norwegian public procurement decisions from KOFA with full-text search, semantic search, and case filtering.

1

Leafly Strain Scraper

by adi2355

Search

Extracts structured cannabis strain data from Leafly.com using regex and extraction techniques to collect 66 data points including cannabinoids, terpenes, effects, and flavors for researchers and industry professionals.

1

Open Notebook

by lib4u

Search

Connects to an Open Notebook instance for managing notebooks, sources, notes, and chat sessions with vector and text search capabilities.

1

Linear Issue Tracker

by zalab-inc

Search

Integrates with Linear's issue tracking system to enable searching, creating, and updating issues, managing comments, and retrieving team information directly through conversation interfaces.

1

Oracle Vector Store

by luigisaetta

Search

Integrates with Oracle Vector Store databases to enable semantic search over document collections using vector embeddings, with enterprise-grade JWT authentication and support for both standard retrieval and Deep Research workflows.

1

Bear Notes by lukewilson2002

by lukewilson2002

Search

Integrates with the Bear note-taking app for creating, reading, searching, and organizing notes and tags.

1

PaperQA2

by menyoung

Search

Exposes PaperQA2 functionality for reading, searching, and synthesizing across a local PDF library of scientific papers.

1

Perplexity AI Search

by mkusaka

Search

Integrates with Perplexity AI's search capabilities to enable AI-powered web search queries using TypeScript and the OpenAI SDK.

1

SysML XMI Parser

by mriiot

Search

Parses SysML XMI exports to enable querying of model structures, class relationships, inheritance hierarchies, and documentation through searchable indexes and navigation tools.

1

Web Search (Serper)

by muka

Search

Integrates with the Serper API to perform web searches, enabling efficient retrieval and processing of up-to-date web content for applications.

1

YouMind

by nosugarcoffee

Search

Retrieves plain text content from YouMind crafts using unique IDs and browser session authentication.

1

Scrappey

by pim97

Search

Bridges AI models with Scrappey's web automation platform, enabling browser session management, HTTP requests, and complex browser actions while automatically handling anti-bot protections and enhancing web content with CSS selectors for interactive elements.

1

PuchAI Resume Portfolio

by jigyasurajput

Search

Serves personal resume data in multiple formats and fetches web content with automatic format conversion, validation tools, and content simplification for portfolio access and web research tasks.

1

WebScout

by pyscout

Search

Automates reverse engineering of chat interfaces through browser automation and network traffic analysis, capturing streaming API endpoints and providing browser control for analyzing chat APIs without official documentation.

1

iSearch

by quantavil

Search

Performs Google searches through a persistent Playwright browser daemon for sub-second response times.

1

Raccoon AI (LAM API)

by raccoonaihq

Search

Enables web browsing, data extraction, and task automation through Raccoon's LAM API, allowing users to search websites, fill forms, navigate UI elements, and extract structured data based on defined schemas.

1

OneMCP

by radutopala

Search

Aggregates tools from multiple MCP servers with TF-IDF semantic search for natural language tool discovery

1

ArcGIS Online

by ralouta

Search

Searches ArcGIS Online content and analyzes feature layers.

1

Browser Scraping & Search

by raghu6798

Search

Enables web scraping, internet searching, and local file interactions through Playwright, Firecrawl, and Tavily integrations for comprehensive content retrieval and manipulation.

1

Kulturpool Austria

by rklugsederoeaw

Search

Search Austrian cultural heritage collections via the Kulturpool API

1

Hexo Blog RAG

by richdavidmu

Search

Indexes Hexo blog content using vector embeddings for semantic search, content discovery, and AI-powered writing assistance.

1

KiCad EDA

by saeronlab

Search

Comprehensive KiCad 9.x integration with 39 tools for schematic editing, PCB layout, library search, design rule checking, and manufacturing file export.

1

Rock (Website Crawler)

by sethwebster

Search

Documentation crawler that indexes websites into SQLite with full-text search, enabling AI agents to search, read, and expand on crawled content on demand.

1

Draft Review

by sgasser

Search

Opens a local browser-based review window for editing, approving, or rejecting AI-generated drafts before they are sent to their destination.

1

Uber Eats Automation

by skudskud

Search

Integrates with Uber Eats to enable automated menu searches and food order placements via browser interactions, streamlining the food discovery and ordering process.

1

Markdown Spec

by sirius-cc-wu

Search

Read-only access to local markdown documentation with semantic search

1

Skald Labs Knowledge Base

by skaldlabs

Search

Integrates with Skald Labs' knowledge base platform to enable AI-generated responses with inline citations, semantic search for memos, and automated content creation and indexing for research and documentation workflows.

1

Sola

by sociallayer-im

Search

Integrates with the Social Layer (Sola) platform API to retrieve event details, search events by date ranges and keywords, fetch group information, user profiles, and venue data for event discovery and community management.

1

Observe

by rustomax

Search

Integrates with Observe platform for performance monitoring through OPAL queries, dataset management, monitor configuration, and semantic search of troubleshooting runbooks to enable natural language root cause analysis and system reliability investigations.

1

Documentation Retrieval (Python Libraries)

by sreedeep-ss

Search

Retrieves up-to-date documentation for Python libraries including LangChain, LlamaIndex, and OpenAI through targeted web searches and HTML content extraction.

1

Volcengine Knowledge Base

by suqidan

Search

Connects to Volcengine's knowledge base API for searching and retrieving organizational information with customizable search parameters and authentication via Volcengine credentials.

1

LetXipu Academic Search

by c2mv96

Search

Academic research engine with 26 sources, PDF analysis, and bilingual Spanish/English support.

1

Milvus

by tailabs

Search

Integrates with Milvus vector database to enable collection creation with custom schemas, vector similarity search with configurable metrics, data insertion with automatic type conversion, and index management for semantic search and recommendation systems.

1

Further (Ebook & OpenLibrary)

by techies-v1

Search

Combines ebook processing with OpenLibrary, Gutenberg, and Standard Ebooks discovery for metadata extraction, chapter conversion, and automated book search pipelines.

1

Matrix Playwright

by tefuirnever

Search

Comprehensive Playwright browser automation with lifecycle management, element interaction, network interception, and accessibility auditing.

1

LobsterSearch

by theoddbrick

Search

GEO-optimized local business directory with structured search, pricing, and promotions.

1

FindFiles

by thuhoai27

Search

Powerful file search tool that enables wildcard patterns, attribute filtering, and content searching across multiple directories, returning detailed file information including path, size, dates, and MIME type.

1

Kinozal

by tokezooo

Search

Integrates with kinozal.tv Russian torrent tracker for search, torrent details retrieval, and file downloads through authenticated sessions.

1
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Selection checklist

Choose an MCP server you can trust with the job

Verify provenance

Prefer an official publisher, traceable source repository, or established package. Similar names do not guarantee the same maintainer or security posture.

Inspect permissions

Read the exposed tool list and authentication requirements. A useful server may also be able to read files, access accounts, or perform irreversible writes.

Match deployment constraints

Decide whether local control or cloud convenience matters more, then test compatibility with your client before using production credentials.

Quick answers

MCP server directory questions

What is an MCP server?+

An MCP server exposes tools, resources, or prompts through the Model Context Protocol so a compatible AI client can work with external systems such as files, databases, developer tools, search services, and business applications.

How do I choose an MCP server?+

Start with the capability you need, then check client compatibility, local versus cloud deployment, authentication requirements, source provenance, maintenance status, and the exact tools exposed. Prefer official or verifiable packages when sensitive data is involved.

Are MCP servers safe to install?+

Not automatically. MCP servers can receive credentials and perform actions on your behalf. Review the source, permissions, package ownership, network access, and tool definitions before connecting one to production data or an agent with write access.

What is the difference between local and cloud MCP servers?+

Local servers run on your machine or infrastructure and can offer stronger data control, while cloud servers are usually faster to connect and maintain. The right choice depends on privacy, latency, authentication, and operational requirements.

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