Model Context Protocol directory
Search 24,577 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.
Showing 433-480 of 3.1K MCP servers
Clear filtersby imatza-rh
Zuul CI — build failure analysis, log search, pipeline status, and job configuration
by imdinu
Fast MCP server for Apple Mail with batch JXA and FTS5 search index.
by com.trycloudflare.annotated-lot-operational-tourism
AI predictions, model comparison, research briefs and web search from an autonomous AI
by sunub
Search your Obsidian vault to quickly find notes by title or keyword, summarize related content, a…
by hu.xfish
XFish.hu Hungarian fishing tackle webshop. Search 90000+ products by category, brand, price.
by ibouazizi
SpecProof: Search standards specs with MCP-ready precision.
by joao-parana
A Python-based MCP server that exposes auto parts inventory data stored in Google Sheets. It enables AI assistants to search, list, and check stock levels for automotive parts via the Model Context Protocol.
by airweave-ai
MCP server for searching Airweave collections with natural language queries.
by Libres-coder
PDF parsing server with text extraction, metadata, search, images, and TOC via MCP
by evanap003300
Connects Claude to Canvas LMS accounts, enabling natural language queries about courses, assignments, grades, and files. Supports content search, file downloads, syllabus retrieval, and bulk course exports via 13 integrated tools.
by vistoya
Search and get fashion products recommendations across multiple e-ecom stores
by xpozpublic
Twitter/X, Instagram, Reddit & TikTok data for AI agents. Billions of posts. No API keys.
by Nimo1987
Agent-native commerce for SEA/China/global. 43 brands. 6 tools. 9-language search.
by inSideos-designs
Goal-driven Playwright browser sessions for LLMs, with full action traces and aria-snapshots.
by ai.shawndurrani
Search-only commerce MCP server backed by Stripe (test)
by giskard09
Pay-per-use semantic web search for AI agents. Powered by SearxNG, agents pay in sats via Lightning Network micropayments — no API keys required.
by Himalayas-App
Search and post remote jobs, browse companies, check salaries, and find talent on Himalayas.app
by lucidsoftware
Lucid’s connector creates diagrams, searches, edits, shares, and retrieves docs to summarize.
by jhytabest
Academic literature search, retrieval, and private library management on top of OpenAlex.
by mcfredrick
Search Tenkai Daily AI news for open-source releases, papers, and tools. Updated daily.
by fernandezdiegoh
A minimal MCP server that enables Claude to search, read, and manage Gmail messages and threads using official Google API libraries. It supports actions like sending emails, creating drafts, replying to threads, and managing labels through secure OAuth2 authentication.
by james-webdev
Search UK electronics products across retailers. Real-time prices, stock, and specs.
by WuChaoli
Enables AI agents to interact with Wolai knowledge bases to read, write, and search pages, as well as manage databases and file uploads. It supports comprehensive content operations including block management and hierarchy navigation via the Model Context Protocol.
by ai.smithery
Automate Attio CRM workflows with fast search and bulk operations across companies, people, deals,…
by jonashertner
956k Swiss court decisions: full-text search, citation graph, statute lookup (DE/FR/IT)
by io.github.BuyWhere
Search and compare products from Singapore, SEA, and US markets via MCP.
by GetMystAdmin
Search URDB for product integrity scores, enshittification events, and change tracking.
by Gauraviitkgp
News MCP: real-time headlines & custom news search across 7 regions. Free, just sign in with Google.
by trusteed
Agentic commerce gateway: discovery, search, checkout across Shopify/Woo/Odoo/PrestaShop.
by IlyaGusev
Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel…
by Anakin-Inc
Web data for AI agents: scrape, crawl, search, deep research, site monitoring, browser automation
by Jignesh-Ponamwar
A self-hostable, open-source, semantically-searchable Agent Skills registry delivered over MCP, with a three-tier progressive disclosure architecture.
by lineex
Search PubMed with precision using keyword and journal filters and smart sorting. Uncover MeSH ter…
by com.stockfilm
Search and license 217,000+ authentic vintage 8mm home movie clips (1930s-1980s).
by sairaj-reddy
AI agent registry — search, discover, register, and connect agents via MCP.
by atlassian
Connect to Atlassian Jira, Confluence, and Compass to search, create, and manage your work.
by com.goveda
AI-powered patent intelligence for search & analysis
by eCriswell7
Official airline award MCP. Search 12.3M+ award flights across 48 loyalty programs.
by Sambel
Search 40K+ expired domains from 12 auction platforms with SEO metrics and scores.
by tech.agentbazaar
AI Agent Marketplace — Search, execute, chain, and sell 3,000+ agents via MCP. Free, no API key.
by Brandfetch
Search brands and retrieve design assets, company data, other brand context from Brandfetch's API
by cybercraftsolutionsllc
Trust verification for MCP servers. Check scores, scan for security issues, search 4,200+ servers.
by j0hanz
🔍 Read-only MCP server for secure filesystem exploration, searching, and analysis
by HugoF1234
Gilbert meetings: list, search, and fetch transcripts & summaries via MCP.
by j0hanz
Secure filesystem MCP server for reading, writing, searching, diffing, and patching files.
by henu-wang
Search and install AI skills, prompts, MCP configs, and workflows from TokRepo.
by jacklenzotti
Search Reddit comments and submissions via PullPush.io with filtering by subreddit, author, and date
by pvliesdonk
Markdown vault MCP server with FTS5 + semantic search and frontmatter indexing
Selection checklist
Prefer an official publisher, traceable source repository, or established package. Similar names do not guarantee the same maintainer or security posture.
Read the exposed tool list and authentication requirements. A useful server may also be able to read files, access accounts, or perform irreversible writes.
Decide whether local control or cloud convenience matters more, then test compatibility with your client before using production credentials.
Quick answers
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.
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.
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.
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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