AI Tools Scout
Open-source ToolsLLM ProjectsMCP ServersMethodology
AI Tools Scout

An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

Explore
Open source AI projectsOpen source LLM projectsMCP servers list
More
SkillsContentAbout
Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
  1. Home
  2. /MCP Servers

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.
AllDevSearchDatabase
Productivity
Communication
Utility
Design
Finance
Automation
Security
Analytics
Other
Deploy:AllCloudLocalCloud + Local

Showing 2161-2208 of 3.1K MCP servers

Clear filters

Peeky Search

by tripcreighton

Search

Privacy-focused web search using local SearXNG with BM25 scoring to extract relevant content snippets from web pages.

1

Xiaohongshu (RedNote)

by twn39

Search

Automates Xiaohongshu (RedNote) interactions through browser automation for searching posts, extracting content, and analyzing trends.

1

Markdown Web Extractor

by vishwajeetdabholkar

Search

Extracts clean markdown content from web pages using headless Chrome browser, filtering out navigation and advertisements while handling JavaScript-heavy sites.

1

Thread Manager

by yugui923

Search

Saves and manages conversation threads to local files or remote servers with Markdown and JSON output formats, featuring thread management operations, intelligent search with relevance scoring, and deduplication for message updates.

1

Feishu Open Platform Docs

by ztxtxwd

Search

Searches and retrieves Feishu (Lark) Open Platform API documentation with automatic HTML-to-markdown conversion for improved readability.

1

Zutrix

by zutrix-technologies

Search

SEO platform integration for rank tracking, keyword research, competitor analysis, backlink monitoring, and site audits.

1

Browser Automation

by diamond-it-615

Search

Enables browser automation through a WebSocket-connected browser extension, providing tools for extracting page content as markdown, injecting custom CSS styles, retrieving URLs, and searching browser history for web scraping, testing, and content analysis workflows.

1

SociaVault

by olamide-olaniyan

Search

Integrates with SociaVault API to retrieve profile information and content from Instagram, TikTok, Twitter/X, Threads, YouTube, Facebook, and Reddit for social media analysis, content research, and influencer monitoring.

1

Sherlock Domains

by fewsats

Search

Enables AI to search, purchase, and manage internet domains through Sherlock Domains API, handling authentication, ICANN requirements, and DNS configuration behind the scenes.

1

ClickUp

by csevero

Search

Integrates with ClickUp's REST API to retrieve task details including name, description, and attachments by searching with custom task IDs for quick project management lookups.

1

Documentation Search (Groq + Serper)

by aiwithhassan

Search

Combines web search through Serper API with Groq's language models to intelligently extract and structure clean, readable content from documentation sites for popular libraries like LangChain, LlamaIndex, OpenAI, and UV package manager.

1

Honey

by shareed2k

Search

Search service instances across GCP, AWS, Kubernetes, Consul, and Proxmox.

1

Snowflake Cortex AI

by thisisbhanuj

Search

Integrates with Snowflake's Cortex AI services to convert natural language queries into SQL using semantic models, search PDF documents stored in Snowflake stages, and execute queries against data warehouses for conversational data exploration.

1

Puppeteer

by jwaldor

Search

Integrates Puppeteer-based browser automation for web scraping, testing, and AI model interaction with live web content.

1

Jina Supabase RAG

by croakingtoad

Search

Crawls and indexes documentation websites using Jina AI Reader API and Crawl4AI for intelligent content extraction, automatically discovering URLs through sitemaps and recursive crawling, then chunks and embeds the content into Supabase with pgvector for semantic search and retrieval-augmented generation workflows.

1

BirdStats

by dmontgomery40

Search

Integrates BirdNET-Pi and eBird APIs to enable cross-referencing bird detection data with observation records for ecological research and bird watching insights.

1

Asana

by cristip73

Search

Integrates with Asana's API to enable task management, project organization, and collaboration workflows through 30+ tools for searching, creating, and visualizing projects and tasks.

1

Airbnb

by domoteek

Search

Integrates with Airbnb's search and listing details functionality to enable vacation rental discovery and analysis with filters for location, dates, guests, amenities, and pricing

1

Search1API

by flow-product

Search

Integrates with Search1API to enable web searches, website crawling, and content extraction with configurable parameters, featuring specialized tools for image search and integration with Coze AI for generating structured research plans.

1

Lilith Gmail

by agent-lilith

Search

Privacy-aware Gmail integration that syncs to PostgreSQL with PII sanitization, semantic search, and configurable redaction levels.

1

PinchTab

by ai-firelab

Search

Bridges browser automation through PinchTab's accessibility-tree snapshots and element references for web navigation, form filling, clicking, scrolling, and screenshot capture.

1

eat-pray-ai/yutu

by eat-pray-ai

Search

🏎️ 🏠 🍎 🐧 🪟 - A fully functional MCP server and CLI for YouTube to automate YouTube operation

ElevenFlo

Search

Court-grounded Chapter 11 bankruptcy research over hosted remote MCP.

Wegmans

by brianvia

Search

Search products, manage carts, and analyze purchase history from Wegmans grocery stores.

Audioscrape Audio Intelligence

Search

Search podcast transcripts, speakers, and entities across 250K+ shows with audio intelligence.

browserbase/mcp-server-browserbase

by browserbase

Search

🎖️ 📇 - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)

Fedlex Swiss Law

by janmanuelwinkler

Search

Access Swiss federal law via the Fedlex platform with SPARQL-powered search and full text retrieval.

European Trains

by oliver-virt

Search

Search train schedules, find stations, and check disruptions across European rail networks.

louis030195/easy-obsidian-mcp

by louis030195

Search

📇 🏠 🍎 🪟 🐧 - Interact with Obsidian vaults for knowledge management. Create, read, update, and search notes. Works with local Obsidian vaults using filesystem access.

Pyppeteer Browser Automation

by devalexandre

Search

Enables AI assistants to control headless browsers for web automation tasks including navigation, screenshot capture, element interaction, and dynamic page information access.

Science

by l4b4r4b4b4

Search

Enables research workflows with paper ingestion, semantic search, citation graph traversal, and knowledge synthesis.

WirLernenOnline

by janschachtschabel

Search

Search German open educational resources from WirLernenOnline.de.

Kineticdirt MicroSearch

by kineticdirt

Search

Lexical retrieval server using BDH chunk graphs with multi-iteration storage and four-tool retrieval ladder.

boldsign/boldsign-mcp

by boldsign

Search

📇 ☁️ - Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/).

MoviePilot

by q2a3z4w

Search

Manage subscriptions, downloads, and media search in MoviePilot.

blazickjp/arxiv-mcp-server

by blazickjp

Search

☁️ 🐍 - Search ArXiv research papers

Report Generator

by jongwon

Search

Generate structured reports with web research, charts, and document export.

Log Analyzer by frannuca

by frannuca

Search

Log file analysis with pattern detection, semantic search, and LLM-powered summaries.

Salesforce

by usama-dtc

Search

Integrates with Salesforce to enable querying records, managing custom objects/fields, executing DML operations, and handling complex SOSL searches using TypeScript and JSForce

Dice Job Search

by vish150988

Search

Searches Dice.com job listings with filters for keywords, location, salary range, and employment type.

SimSense

Search

Deploy live widgets (sims) to any screen with a browser.

Joomil

by valmo-sarl

Search

Searches and retrieves classified ads from Joomil.ch, Switzerland's French-speaking marketplace with over 45,000 active listings.

browsermcp/mcp

by browsermcp

Search

📇 🏠 - Automate your local Chrome browser

blackwhite084/playwright-plus-python-mcp

by blackwhite084

Search

🐍 - An MCP python server using Playwright for browser automation,more suitable for llm

Markdown Notes (iCloud)

by rodmachen

Search

Reads and writes markdown notes stored on iCloud Drive with configurable directory access and full-text search.

Thunderbird Email

by overthelex

Search

Email management through Thunderbird with send, read, search, and folder operations.

Bluraysuchmaschine

Search

Searches Blu-ray and 4K UHD movies, featured titles, and detailed film information from a German catalog.

HatmanStack/ragstack-mcp

by HatmanStack

Search

🐍 ☁️ 🍎 🪟 🐧 - MCP server for RAGStack serverless knowledge bases. Search, chat with AI-generated answers, upload documents/media, scrape websites, and analyze metadata through an AWS-powered RAG pipeline (Lambda, Bedrock, S3, DynamoDB).

PreviousPage 46 of 66Next

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.

Weekly AI open-source movers

Get the fastest-growing projects, useful MCP servers, and technical reads in one weekly email.