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 3d ago.
AllDevSearchDatabase
Productivity
Communication
Utility
Design
Finance
Automation
Security
Analytics
Other
Deploy:AllCloudLocalCloud + Local

Showing 1585-1632 of 3.1K MCP servers

Clear filters

Writer Blog Search (Substack & Medium)

by jonathan-politzki

Search

Connect to your Substack/Medium blogs via their RSS feeds, fetches your posts, and permanently caches them locally. It also generates embeddings for each post, enabling semantic search to find the most relevant essays based on your queries.

28

Jina AI

by joebuildsstuff

Search

Integrates with Jina AI's web services to enable web content extraction, search, and fact-checking through natural language interactions.

28

Kernel Platform

by kernel

Search

Integrates with Kernel platform's cloud deployment and browser automation services to enable app deployment with dependency resolution, browser session management with stealth capabilities, and automated testing workflows through OAuth2-secured API access.

28

Website Screenshot Fast

by chongzixuan-ai

Search

Captures full web pages and automatically tiles them into 1072x1072 pixel chunks optimized for vision model processing with intelligent browser management and memory optimization.

27

Meeting BaaS

by meeting-baas

Search

Automates meeting management across Zoom, Google Meet, and Microsoft Teams with tools for recording, transcribing, searching, and sharing meeting content without manual note-taking.

27

Deep Research (Tavily)

by pinkpixel-dev

Search

Enables comprehensive web research by leveraging Tavily's Search and Crawl APIs to aggregate information from multiple sources, extract detailed content, and structure data specifically for generating technical documentation and research reports.

27

Web Browser (Playwright)

by random-robbie

Search

Integrates with Playwright to enable cross-browser web automation for tasks like scraping, testing, and content extraction.

27

Gemini DeepSearch

by alexcong

Search

Performs automated multi-step web research using Google Search API and Gemini models to generate diverse search queries, conduct parallel searches, and synthesize comprehensive answers with proper source citations through configurable research depth levels.

27

Obsidian Omnisearch

by anpigon

Search

Integrates Obsidian vaults to enable searching and retrieving notes, leveraging personal knowledge for various applications.

2616/wk

JMComic

by hect0x7

Search

Integrates with JMComic platforms for manga searching, downloading, and collection management with batch operations and PDF generation.

26

Pinterest

by terryso

Search

Pinterest image search and information retrieval

26

Journal RAG

by estevaom

Search

Enables semantic search through personal markdown journal entries using vector database technology for effortless retrieval of past experiences, thoughts, and activities.

25

Inkeep RAG

by inkeep

Search

Enables Claude to search and retrieve relevant documentation through Inkeep's RAG API, returning structured citation data for technical support and knowledge-based interactions.

25

Grep

by erniebrodeur

Search

Exposes the system grep binary's functionality for searching files with regular expressions, supporting common options like case-insensitive matching, context lines, and recursive directory searching.

2413/wk

DigiKey

by bengineer19

Search

Integrates with DigiKey's Product Search API to enable electronic component discovery, detailed specifications retrieval, pricing information, product substitution finding, and datasheet access for electronics engineers and procurement teams.

24

SAP Cloudification Repository

by clementringot

Search

Searches SAP released objects, APIs, and migration successors with Clean Core Level filtering for ABAP Cloud migration planning.

24

Google Search (via Chrome)

by cmann50

Search

Integrates Google search and webpage content extraction via Chrome browser automation, enabling access up-to-date web information for tasks like fact-checking and research.

24

Ticketmaster

by delorenj

Search

Integrates with Ticketmaster's Discovery API to search and retrieve detailed event, venue, and attraction data for entertainment planning and ticketing assistance.

24

Qdrant Knowledge Graph

by delorenj

Search

Integrates a knowledge graph with semantic search capabilities, enabling efficient storage, retrieval, and querying of structured information for context-aware applications.

24

Onyx Knowledge Base

by lupuletic

Search

Bridges Onyx knowledge bases with semantic search and chat capabilities, enabling teams to access organizational knowledge through RAG-powered document retrieval with configurable context windows.

24

Crawl4AI (Web Scraping & Crawling)

by ritvij14

Search

Integrates web scraping and crawling capabilities with tools for single-page content extraction, metadata retrieval, and Google search functionality, enabling workflows that require web content analysis, data collection, or online research tasks.

24

RobotMem

by robotmem

Search

Persistent memory system for robotic agents with hybrid BM25 and vector search, spatial retrieval, and session-based memory consolidation.

24

Ontology Lookup Service

by seandavi

Search

Integrates with the Ontology Lookup Service API to search biomedical ontology terms, retrieve detailed ontology information, explore term hierarchies, and discover semantically similar terms across standardized ontologies like Gene Ontology and Human Phenotype Ontology.

24

iCloud Photos

by siddhant-k-code

Search

Integrates with local iCloud Photos libraries on macOS to enable efficient searching and retrieval of photo metadata based on various criteria like dates, locations, people, and labels.

24

SEO Checker

by hostinger

Search

Professional SEO analysis server that evaluates websites across multiple optimization dimensions including meta tags, content quality, technical factors, and social media tags, generating detailed reports with actionable recommendations and scoring algorithms for improving search engine visibility.

23

Context7

by lrstanley

Search

HTTP streaming access to Context7's documentation platform for searching and retrieving software library documentation

23

Fetch Browser

by thesethrose

Search

Fetch Browser enables headless web content retrieval and Google searching without API keys, supporting multiple output formats for web scraping and content analysis tasks.

23

Web Security Scanner

by 9olidity

Search

Enables automated web security testing for XSS and SQL injection vulnerabilities through Playwright-powered browser automation with screenshot capture and comprehensive error handling.

22

Synthetic Web Search

by parnexcodes

Search

Integrates with the Synthetic API to perform real-time web searches and retrieve structured results containing URLs, titles, text snippets, and publication dates.

22

Limitless Lifelog

by boyleryan

Search

Enables AI access to personal lifelogs recorded via the Limitless Pendant, providing tools for retrieving, listing, and searching recordings to extract summaries, action items, and key topics.

22

Pulsar

by milkymap

Search

Semantic router that enables intelligent tool discovery and execution across multiple MCP servers using embeddings and vector search to eliminate context bloat while providing natural language tool access and progressive exploration.

22

BrowserLoop

by mattiasw

Search

Captures web page screenshots using Playwright with support for full-page, element-specific, and viewport screenshots in PNG, JPEG, and WebP formats, featuring cookie authentication, domain filtering, and configurable quality settings for web testing and visual verification workflows.

22

Safari (MCPSafari)

by epistates

Search

Native Safari browser automation on macOS with 24 tools via Swift and Manifest V3 extension.

21

Plasmate

by plasmate-labs

Search

Browser engine for agents that compiles HTML into a Semantic Object Model with 10-800x token compression and V8 JavaScript execution.

21

PLAUD

by audiobridge-ai

Search

Accesses PLAUD AI recordings, transcripts, summaries, and audio files with automated browser-based authentication and multi-format transcript output.

21

Security Infrastructure

by jmstar85

Search

Integrates with Splunk SIEM, CrowdStrike EDR, and Microsoft MISP to enable cross-platform threat hunting, security event searches, detection retrieval, and threat intelligence queries for SOC operations.

21

SharePoint

by briancusack

Search

Integrates with SharePoint through Microsoft Graph API to enable direct access, search, and analysis of organizational documents, folders, and sites without leaving your assistant interface.

21

Solr Vector Search

by allenday

Search

Bridges Apache Solr search indexes with vector embeddings for hybrid keyword and semantic document retrieval, enabling contextual searches against structured data repositories without direct database access

20

Google Jobs

by chanmeng666

Search

Integrates with Google Jobs search via Serp API to enable efficient querying and retrieval of job listings for career guidance, labor market analysis, and automated job matching.

20

Web Research

by chuanmingliu

Search

Enables web browsing capabilities through Google searches and webpage content extraction using Playwright for browser automation and Turndown for HTML-to-Markdown conversion.

20

ShowRun

by useshowrun

Search

Task pack framework for deterministic browser automations with JSON DSL, teach mode, and real-time monitoring.

20

Social Media Sync

by tayler-id

Search

Enables cross-platform social media content creation by integrating Twitter, Mastodon, and LinkedIn through a unified server that leverages multiple AI models for generating and posting content with robust platform-specific formatting and research capabilities.

20

Telegram Personal

by bchewy

Search

Personal Telegram account integration for chat summarization, message search, and reply drafting.

20

Twitter Search

by 0xgval

Search

Enables Claude to search Twitter with natural language queries, filtering by keywords, users, dates, and engagement metrics with formatted markdown results.

20

The Guardian

by jbenton

Search

Integrates with The Guardian's Open Platform API to search articles, retrieve full content, browse sections, and perform analytical operations like author profiling and topic trend analysis with 17 specialized tools including Long Read discovery and content timeline analysis.

1922/wk

MedSci

by omar-a-hassan

Search

Biomedical research platform with drug discovery, protein analysis, omics pipelines, medical imaging, and literature synthesis powered by MedGemma and TxGemma.

19

Elasticsearch Knowledge Graph

by j3k0

Search

Elasticsearch-based knowledge graph that tracks access patterns to prioritize recent, important, and frequently accessed information with advanced search capabilities and complete CRUD operations.

19

OpenPyXL Excel

by jonemo

Search

Enables Excel file interaction with capabilities for retrieving cell values, searching ranges, examining formatting and formulas, and listing worksheet information for data analysis workflows.

19
PreviousPage 34 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.