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 1297-1344 of 3.1K MCP servers

Clear filters

TheirStack

by com.theirstack

Search
OfficialVerified

Search job postings, companies, and technology stacks across 10M+ companies.

NetworkOS

by com.thenetworkos

Search
OfficialVerified

Your professional network in Claude — search contacts, log notes, and send warm intros.

academic-research-mcp-server

by com.thenextgennexus

Search
OfficialVerified

ArXiv preprints + Google Scholar papers, with citation counts in one query.

ecommerce-intelligence-mcp-server

by com.thenextgennexus

Search
OfficialVerified

Shopify store + product analysis for DTC competitive research.

patents-trademarks-ip-mcp-server

by com.thenextgennexus

Search
OfficialVerified

Patent & trademark IP search — patents, assignees, and inventors via Google Patents.

reddit-mcp-server

by com.thenextgennexus

Search
OfficialVerified

Post + comment + subreddit search with comment-level depth for sentiment work.

sports-mcp-server

by com.thenextgennexus

Search
OfficialVerified

Live and historical NBA/NFL/NHL data — fantasy bots, content sites, betting research.

yahoo-finance-mcp-server

by com.thenextgennexus

Search
OfficialVerified

Yahoo fundamentals: earnings, P/E, analyst targets, peer comparisons for equity research.

tomesphere

by com.tomesphere

Search
OfficialVerified

Search 8.5M scientific papers with LLM TLDRs, citations, linked entities, figures, and full text.

Tosheroon

by com.tosheroon

Search
OfficialVerified

Real-time Amazon prices, product search, 90-day history, AI forecasts, and price drop alerts.

TranscriptMax

by com.transcriptmax

Search
OfficialVerified

Transcribe YouTube via Whisper. Summaries, chapters, semantic-search across your corpus.

Trellistate

by com.trellistate

Search
OfficialVerified

Free public real estate listing exchange. Search, retrieve, and submit inquiries on listings.

True Value Rankings

by com.truevaluerankings

Search
OfficialVerified

Cryptocurrency fundamentals research and education. Model-derived scores and valuation estimates.

caesar

by com.trycaesar

Search
OfficialVerified

Web search and page-reading for AI agents. One-click OAuth connect, or a Caesar API key.

UAE Juris

by com.uaejuris

Search
OfficialVerified

Search and cite UAE law (federal, Dubai, Abu Dhabi, DIFC, ADGM) with verifiable citations.

discoverGPT

by com.vairetail

Search
OfficialVerified

REST API + MCP gateway for AI commerce: search, catalog enrichment, feeds/GEO, and virtual try-on.

VarynForge

by com.varynforge

Search
OfficialVerified

SEO research SaaS exposed as 30+ MCP tools. Forge niche analysis, plans, and writer-ready briefs.

mcp-server

by com.venturu

Search
OfficialVerified

The Venturu MCP server. Search and contact business listings and brokers on Venturu.

Verity RMS MCP Server

by com.verityrms

Search
OfficialVerified

Verity RMS — AI-powered investment research management. Search your notes, meetings, and research.

versedb-mcp

by com.versedb

Search
OfficialVerified

Comic book database — search comics, creators, characters, and manage your collection.

commerce-context-layer

by com.vviinn

Search
OfficialVerified

Context layer with semantic and visual search and discovery for agentic commerce — by vviinn.

xDog Trading

by com.xdogtrading

Search
OfficialVerified

27 live market-research tools for trading agents: scans, options flow, sentiment, valuation, alerts

Zernote

by com.zernote

Search
OfficialVerified

User research workspace to transcribe interviews and turn conversations into insights.

talent

by cv.d

Search
OfficialVerified

Talent discovery for AI. Search and read agent-readable candidate profiles; cite by URL.

dm-drogerie-markt

by de.dm.mcp

Search
OfficialVerified

Real-time product data, semantic search and more from dm-drogerie markt, Europe's leading drugstore.

FoodtruckNation

by de.foodtruck-nation

Search
OfficialVerified

Search food trucks in Germany and request catering quotes on foodtruck-nation.de

Netzhandwerker Energy Research Hub

by de.netzhandwerker.energy

Search
OfficialVerified

German and EU energy intelligence for AI agents, paid per call with x402 USDC on Base.

AI Cortex Storage

by dev.aic0rt3x.memory

Search
OfficialVerified

Persistent cloud memory for AI agents. Store and search key-value memories across sessions.

mcp

by dev.cite42

Search
OfficialVerified

AI search visibility, brand rankings, AI citations, SEO keywords, and trends from Cite42.

Patent Connector

by dev.patent

Search
OfficialVerified

Search patents & trademarks from EPO, USPTO & DPMA: claims, legal status, prosecution, PTAB

RMCP

by dev.rmcp

Search
OfficialVerified

Search remote Model Context Protocol servers and tools discovered by BuiltWith, without an API key.

ScrapeNest

by dev.scrapenest

Search
OfficialVerified

Web search, scraping, RAG answers with citations, and translation as MCP tools.

SearchStack

by dev.searchstack

Search
OfficialVerified

Agent-driven search: build, import, tune, search, and score result quality — all over MCP.

Suzuri

by dev.suzuri

Search
OfficialVerified

Semantic search across Japan's government white papers, in English or Japanese. Free beta.

Reecopedia

by eco.reeco

Search
OfficialVerified

Regulatory search engine for EU textile sustainability law: ESPR, DPP, CSRD, CBAM, CWA 18291.

City24.ee - Real Estate marketplace

by ee.city24

Search
OfficialVerified

Live Estonia real estate listings with search, geo filters, and property metadata.

Tech.eu Funding Explorer

by eu.tech.funding

Search
OfficialVerified

Search European tech funding rounds, companies, investors and exits — sourced, EUR-normalized.

LONG Events

by events.belong

Search
OfficialVerified

Search events, conference weeks, cities, venues and artist schedules via remote MCP.

Akkilahdot travel search

by fi.akkilahdot

Search
OfficialVerified

Realtime package holiday and charter flight prices from Finland. Inventory not on Google Flights.

knowledge-base

by finance.double.agent4

Search
OfficialVerified

AI-powered knowledge base for Double - Thank You with semantic search and question answering.

CarHunt

by fr.carhunt

Search
OfficialVerified

French used-car search across LeBonCoin, LaCentrale, L'Argus and more, with price estimates.

publish

by games.playfrog

Search
OfficialVerified

Publish browser games to Playfrog and get a shareable play link. Free, no account needed.

Cocktail Glass

by glass.cocktail

Search
OfficialVerified

Search 500 cocktail recipes, get full recipes, find drinks by ingredient, suggest random picks.

storefront

by guru.goanywhere

Search
OfficialVerified

US college admissions fit (College Scorecard bands) + verified admitted-student mentor search.

flights

by il.co.alice

Search
OfficialVerified

Search flights by route, dates, passengers, and cabin class. By Alice, Israel's travel app.

Pollen Store Catalog

by in.elytron

Search
OfficialVerified

Search a Pollen-connected store's enriched catalog: products, facts, variants, availability.

Ninelayer

by in.ninelayer

Search
OfficialVerified

Agent-native search engine with live web research optimized for AI agents.

Sambodh IAS

by in.sambodh-ias

Search
OfficialVerified

UPSC prep: interactive quizzes, previous-year questions, daily current affairs, cited study search

PreviousPage 28 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.