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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 3d ago.
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Showing 2065-2112 of 3.1K MCP servers

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Arkime

by swannman

Search

Search and analyze network packet captures using the Arkime full packet capture system.

2

Downturn

by nuvotion-visuals

Search

Web page to clean Markdown converter with zero runtime dependencies, deployable as an MCP server, HTTP API, or standalone browser app.

2

Academic Hub

by bockybocky

Search

MCP server providing access to academic research resources, enabling AI assistants to search and retrieve scholarly content.

2

Korean University Regulations

by clayop

Search

Search and retrieve regulations from 14 Korean universities that share a common regulation management system.

2

Crawly

by dshein-alt

Search

Browser-backed web search and content retrieval using Playwright, supporting DuckDuckGo, Google, and Yandex with SSRF protection.

2

Memory Vault

by fusae

Search

Local-first MCP memory server with semantic search, AES-256-GCM encryption, and optional Supabase cloud sync.

2

AliExpress

by justinritchie

Search

Search AliExpress products, get shipping info, and manage cart operations.

2

Abrasio

by scrape-technology

Search

MCP server exposing Abrasio's anti-detection browser automation SDK, with 15 tools for navigation, screenshots, and interaction in local or cloud modes.

2

Multi-Agent Deep Researcher

by anubhav-77-dev

Search

Orchestrates three specialized agents (web searcher, research analyst, and technical writer) using CrewAI to automate comprehensive information gathering and synthesis workflows that combine web data retrieval, analysis, and structured report generation.

2

Minerva

by adnan-commits

Search

AI-powered research engine that searches the web, processes PDFs, and synthesizes structured reports via MCP.

2

SearXNG

by aeon-seraph

Search

Enables language models to perform web searches through SearXNG, a privacy-focused metasearch engine, with customizable parameters like categories, time ranges, and pagination.

2

agntcy Agent Directory

by agntcy

Search

MCP server for the agntcy OASF agent directory, enabling AI agents to create, validate, search, and manage agent records using the Open Agent Schema Framework.

2

Kerio Connect

by aimbitgmbh

Search

Integrates with Kerio Connect groupware to manage emails, calendar events, contacts, tasks, and notes through natural language operations including search, batch processing, and folder organization.

2

SourceSync.ai

by scmdr

Search

Integrates with SourceSync.ai's knowledge management platform to enable semantic search, document management, and content ingestion from diverse sources for AI-driven knowledge retrieval and document analysis.

145/wk

Tashan SciSpark Research Assistant

by daiduo2

Search

Automates scientific research workflows by integrating arXiv and Google Scholar for paper discovery, employing collaborative AI analysis through Mixture of Agents approach to generate novel research hypotheses, comprehensive literature reviews, and complete paper drafts across multiple scientific domains.

1

Trans.eu

by k4cper-g

Search

Freight exchange integration for Trans.eu platform with offer search, load management, and XMPP messaging.

1

Web Search

by divslingerx

Search

Integrates with Google Search using Puppeteer to enable web searches and extract structured results for real-time information retrieval and fact-checking.

1

Godot (by MhrnMhrn)

by mhrnmhrn

Search

Dependency-free Python MCP server for Godot 4.5+ with comprehensive toolset covering project creation, scene management, node editing, script attachment, shader creation, runtime execution, and documentation search.

1

DeepWebResearch

by pedrodnt

Search

Enables deep web research through parallel multi-query execution, intelligent content extraction, and screenshot capture using TypeScript and Playwright for comprehensive information gathering across multiple sources.

1

BACH FileCommander

by ellmos-ai

Search

Filesystem, process management, sessions, search, OCR, ZIP, and PDF export tools.

1

Project KG

by emersonmccuin-pixel

Search

Knowledge graph for AI-assisted knowledge work with semantic search, graph traversal, and work context connectors.

1

Technical Documentation Search

by mathieugal

Search

Connects AI assistants to technical documentation for popular libraries including LangChain, LlamaIndex, and OpenAI through targeted Google searches and content extraction.

1

X Automation

by onurerdog4n

Search

Automates tweeting, liking, retweeting, and replying on X (Twitter) across multiple accounts using Playwright browser automation.

1

GNews

by algonacci

Search

Integrates with the GNews API to enable news search, headline retrieval, and topic-specific article fetching across multiple languages and countries

1

Amadeus

by almogqwinz

Search

Integrates with Amadeus travel API to search flight offers with comprehensive filtering by airports, dates, passengers, travel class, airlines, and pricing constraints for travel planning and booking workflows.

1

AgentBrowser

by ashtonvaughan

Search

Semantic browser automation runtime that translates web pages into structured models with dynamic tool registries, site memory, and self-healing execution.

1

Autopilot Browser

by autopilotbrowser

Search

Integrates with Autopilot Browser's workflow automation platform to search for and execute pre-built browser automation workflows with custom inputs for web scraping, data extraction, and automated browser tasks.

1

Note.com

by champaya

Search

Bridges AI systems with note.com's API for searching articles by keyword, retrieving detailed information, and listing user-specific content without context switching.

1

Perplexity Research

by chew-z

Search

Enables internet research capabilities through Perplexity AI's API, retrieving up-to-date information with source citations while maintaining conversation context.

1

Flickr

by chochinlu

Search

Integrates with the Flickr API for photo search, album management, tagging, metadata updates, and group operations with OAuth authentication.

1

O'Reilly Content Search

by odewahn

Search

Connects to O'Reilly Media's content search API for discovering relevant books, articles, and technical resources with detailed metadata and filtering capabilities.

1

Role-Specific Context

by chris-june

Search

Enables AI systems to maintain distinct expert personas through role-based context management with vector search capabilities for consistent domain expertise across different specializations.

1

Gnosys

by proticom

Search

Agent-first persistent memory and knowledge management using SQLite with Markdown safety net, dream consolidation, hybrid search, and Obsidian vault export.

1

DrissionPage BetterMCP

by crmmc

Search

Comprehensive browser automation through DrissionPage with 55 tools and full element caching.

1

NixOS Search

by danielramosacosta

Search

Integrates with NixOS search API to find configuration options and packages with detailed metadata including types, defaults, descriptions, versions, and maintainer information.

1

ORION-DBs

by subugoe

Search

Explore open research datasets from OpenAlex, Crossref, ORCID, and DataCite on Google BigQuery.

1

Phenomenai Dictionary

by phenomenai-org

Search

Looks up, searches, cites, rates, and discusses AI phenomenology terms from the Phenomenai dictionary.

1

PubMed Medical Literature Research

by felixwu1110

Search

Enables search, retrieval, and analysis of academic medical literature through the NCBI PubMed database with formatted citations and researcher publication statistics.

1

Xiaohongshu Poster

by francosbaffi

Search

Automates Xiaohongshu (RedNote) photo note publishing using Playwright browser automation with session persistence and human-like typing.

1

Gmail by franciscpd

by franciscpd

Search

Reads, searches, sends, replies, forwards emails and manages Gmail labels via OAuth2.

1

Lit

by gauravfs-14

Search

Academic literature search across arXiv and DBLP databases

1

GEDCOM Genealogy

by genealogy-mcp

Search

Loads and queries local GEDCOM genealogy files for searching, browsing, and traversing family trees.

1

Google Scholar Search

by bingshuoguo

Search

Retrieves Google Scholar search results and author profiles via HTML scraping, exposing structured paper metadata as tools.

1

NCERT Curriculum

by hatchedland

Search

Turns the NCERT/CBSE curriculum (Grades 7-12) into queryable infrastructure with semantic search, explanations, and question generation.

1

163 Email

by nextonexus

Search

Integrates with 163.com email accounts via IMAP and SMTP to read, search, send, and manage emails with attachments.

1

Vector Database Go

by nilesh32236

Search

Go-based vector database MCP server with embedding storage, similarity search, and GoReleaser distribution.

1

ArXiv Intelligence

by rishimule

Search

Research assistant combining ArXiv search, PDF ingestion via DocLing, and semantic memory with ChromaDB.

1

Knowledge Base Search (ttdonovan)

by ttdonovan

Search

Indexes and searches markdown knowledge bases using BM25 ranking algorithm, built in Rust.

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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