Model Context Protocol directory
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.
Showing 2689-2736 of 3.1K MCP servers
Clear filtersby codefzer
Searches library catalogs across multiple Z39.50-enabled systems including Library of Congress and OCLC WorldCat.
by cellcs
Search PubMed papers and retrieve article metadata and abstracts using NCBI E-utilities.
by ccowan190
Access ProPublica Nonprofit Explorer data for tax-exempt organization research.
by capybearista
Stateless MCP server that proxies research queries to Gemini CLI, reducing agent context and model usage
by neuhausi
Generates CanvasXpress chart configurations from natural language descriptions using semantic search and RAG.
by blueskylineassets
Search Federal Acquisition Regulations for government contracting information.
by bidouilles
Cloudflare Browser Rendering API wrapper for web scraping, URL mapping, and multi-page crawling as Markdown.
by bhaveshsathawara
Search cashback offers from Atolls' network of merchants across fashion, electronics, travel, and retail categories.
by Ansvar-Systems
Polish legislation via MCP — full-text search across statutes and provisions
by bagtoad
Read-only Zendesk ticket access using browser session cookie authentication.
by Ansvar-Systems
Pakistani legislation via MCP — full-text search across statutes and provisions
by azamlerc
Vector similarity search on the andrewzc database using MongoDB and OpenAI embeddings.
by Ansvar-Systems
Norwegian legislation via MCP — full-text search across statutes and provisions
by ashkarin
Minimal read-only Confluence integration for fetching pages, searching documents, and extracting content from links.
by macrocosm-os
🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
by armandonox
Connects AI assistants to Kalshi prediction markets with tools for trading, portfolio management, market search, and order execution.
by Ansvar-Systems
Nepal legislation via MCP -- full-text search across statutes and provisions
by apex-500
Sends and reads emails via SMTP and IMAP with templated email support, inbox search, and statistics.
by aperture147
Integrates with Exa.ai to enable web searches with customizable parameters like result count and live crawling, returning structured JSON results for retrieving up-to-date information without leaving the conversation context.
by nitingramesh
Assists Dynatrace support engineers with documentation search, case triage, escalation drafting, and investigation planning.
by antoncoding
Integrates with the BrianKnows knowledge base API to enable searches and information retrieval from specialized domain-specific databases.
by ansvar-systems
Structured access to Swedish government cybersecurity standards with bilingual search and ISO 27002 cross-references.
by ansvar-systems
Structured access to Norwegian government cybersecurity standards with bilingual search and ISO 27002 cross-references.
by ansvar-systems
Belgian legislation via MCP with full-text search across statutes and provisions.
by Aiven-Open
🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
by andrijdavid
Connects AI assistants to Vinted secondhand marketplace for searching, comparing prices, and tracking trends.
by ewanlimr25
Searches for job postings via Serper API with duplicate tracking and result saving.
by ewanlimr25
Researches companies, engineering culture, and job roles using web search via the Serper API.
Analyze Shopify stores and product data for direct-to-consumer competitive research.
by alton15
Jira and Confluence integration with issue search, page retrieval, and image download support.
by alphagit
Manages Jellyfin media server instances with library scanning, media search, playlist management, and server monitoring.
by Ansvar-Systems
Luxembourg legislation via MCP — full-text search across statutes and provisions
Search ArXiv preprints and Google Scholar papers with citation counts in one query.
by Ansvar-Systems
Jamaican legislation via MCP — full-text search across statutes and provisions
by alexportswigger
Integrates with the Zoom Team Chat API for reading and sending messages, managing channels, and searching contacts.
by QuentinCody
🐍 - Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.
by alderetesergio
Performs web research using the Perplexity interface with structured query handling, source tracking, and result formatting.
by akhilvis
Integrates with Elasticsearch clusters to enable natural language searching of indices, mapping retrieval, and data discovery without requiring knowledge of Elasticsearch query syntax
by aimiten
Accesses Finnish public procurement notices from Hilma (hankintailmoitukset.fi) with search, filtering, and eForms XML retrieval.
by Ansvar-Systems
Chilean legislation via MCP — full-text search across statutes and provisions
by cevatkerim
🐍 ☁️ - Unsplash photo search with proper attribution. Returns ready-to-use attribution text and HTML for each photo, making it easy for LLMs to build content pages with properly credited images. Includes search, random photos, and download tracking.
Hosted MCP server for LinkedIn with 25 tools for profiles, messages, search, and inbox management.
by adityai
Searches local PDF documentation to generate Bitbucket pipeline configurations.
by rdowty
Hosted MCP server that connects AI assistants to RSS feed subscriptions with search, deduplication, and OPML import.
by alicederyn
Accesses and searches recipes stored in Paprika Recipe Manager.
Search builder roles — jobs where one person owns engineering, product, and QA end-to-end.
by chaoyinghua680-eng
Chrome extension bridge for AI access to browser-authenticated web data.
by hirebalzac
AI content platform providing keyword research, article writing, and CMS publishing through structured tool calls.
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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