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 1441-1488 of 3.1K MCP servers
Clear filtersby adhikasp
Integrates with an unofficial LinkedIn API to retrieve feed posts, search jobs, and analyze job matches against resumes.
by finite-sample
Enables advanced econometric analysis by providing R-based statistical modeling capabilities for researchers and data scientists, supporting complex regression techniques, panel data modeling, and diagnostic testing across diverse research domains.
by hmbown
Enables models to process unlimited document sizes by providing recursive self-querying capabilities through sandboxed Python execution with tools for search, chunking, and iterative exploration that overcome traditional context window limitations.
by andybrandt
Search and analyze scientific papers from arXiv.
by meterlong
Enables creation, editing, and manipulation of Microsoft Word documents with features for text formatting, table management, content search/replace, and document styling using Python and python-docx.
by the-momentum
Query Apple Health data with natural language using ElasticSearch under the hood.
by adityak74
Integrates with arXiv to enable keyword-based searching and retrieval of academic articles for research assistance and literature reviews.
by andybrandt
Access PubMed's medical research database via the Entrez API for biomedical literature search and analysis.
by marcopesani
Integrates with the Serper API to enable web searches and webpage content extraction, supporting research, content aggregation, and data mining tasks.
by readwiseio
Integrates with Readwise to search and retrieve highlights from a user's library, enabling researchers and knowledge workers to reference saved notes during conversations without switching contexts.
by sirmews
Leverage Pinecone vector databases for semantic search and RAG.
by mshojaei77
Integrates with Exa API to enable web search capabilities with filtering options for domains, text requirements, and date ranges, returning markdown-formatted results with titles, URLs, publication dates, and content summaries for real-time internet information access.
by qualixar
Local-first AI memory with knowledge graphs and hybrid search.
by veelenga
Renders Mermaid diagrams in real-time with live preview capabilities, automatic browser refresh, and WebSocket-based updates, supporting SVG, PNG, and PDF formats with pan/zoom functionality and collaborative editing integration.
by qpd-v
Integrates semantic search and retrieval of documentation using a vector database (Qdrant), enabling efficient access to large document collections.
by madarco
Integrates with RagRabbit to crawl websites, generate vector embeddings, and enable search and question answering from indexed content for domain-specific information retrieval.
by authbits
Web research tool combining search and content extraction with Playwright.
by bcefghj
Enterprise multi-agent customer service system using MCP for standardized tool interfaces across order queries, ticket management, and knowledge base search.
by replica882
Connects to Twitter/X via browser automation with 19 tools for posting, searching, and managing interactions.
by epistates
Transforms Obsidian vaults into intelligent knowledge systems with advanced editing capabilities, full-text search, link graph analysis, and atomic batch operations for research workflows and automated vault maintenance.
by secretiveshell
Perform privacy-preserving web searches via the SearXNG metasearch engine.
by skernelx
Unified search proxy aggregating Tavily, Firecrawl, and Exa with team-shared backend and token management.
by zilongxue
Integrates with email systems through IMAP and SMTP protocols to enable searching, retrieving, analyzing, and sending emails directly within conversations.
by afrise
Integrates with academic APIs to enable searching, retrieving, and filtering scholarly papers across multiple sources for research and analysis tasks.
by aliyun
Integrates with Alibaba Cloud's monitoring and logging services, enabling log structure queries, log searches, application monitoring, and trace data analysis for troubleshooting cloud applications
by vectorize-io
Bridges Claude with Vectorize.io's vector database services for advanced document retrieval, text extraction, and research capabilities through TypeScript-based tools that handle authentication via organization IDs and API tokens.
by luyike221
Automates Xiaohongshu (Little Red Book) interactions through browser automation with persistent cookie-based authentication for social media content management and platform navigation.
by baruchiro
Enables AI to interact with Paperless-NGX document management systems for organizing, searching, and managing document collections through natural language commands.
by box-community
Integrates with Box API to enable document search, text extraction, content analysis, and structured data retrieval from files and folders within Box storage systems.
by vladimir-tutin
Integrates with Plex media servers to enable browsing, searching, and managing media libraries, including content querying, metadata editing, poster management, and playback control.
by roadwy
Integrates with the CVE-CIRCL API to enable searching and retrieving vulnerability information from the Common Vulnerabilities and Exposures database for security research, patch verification, and security assessments.
by arjunkmrm
Integrates with Minecraft to enable AI control and interaction within game environments for research, education, and automation.
by adoslabsproject-gif
Multi-agent orchestration platform with tools for posts, knowledge grounding, consensus operations, messaging, and browser automation.
by 2b3pro
Integrates with Roam Research to enable searching, creating, and manipulating graph content for automated note-taking and intelligent information retrieval.
by conechoai
Enables AI assistants to search the web in real-time through OpenAI's websearch functionality, retrieving up-to-date information beyond training data cutoffs with configurable search parameters.
by lethain
Indexes and serves Markdown knowledge bases with specialized tools for tag-based navigation, text search, and content retrieval across large document collections.
by 45645678a
Academic paper search across nine sources with PDF downloads, AI analysis, and citation graph generation.
by saidsurucu
Integrates with Turkey's EKAP v2 government procurement API to search public tenders, announcements, and procurement classifications with filtering for tender characteristics and geographic regions.
by istarwyh
Discovery and recommendation service that helps find and understand available MCP services based on natural language queries, supporting multiple search backends for exploring servers by semantic similarity.
by qpd-v
Enables deep web searches and content extraction through automated Google searches, webpage visits, and screenshot capture for comprehensive online research tasks.
by djyde
Browser extension that enables real-time interaction with web pages, allowing retrieval of content as markdown, CSS styling modifications, and browser history searches.
by baryhuang
Integrates with any OpenAPI-compliant service using dynamic tool generation and vector-based semantic search for efficient API operation discovery and interaction.
by adiom-data
Integrates with LanceDB to enable natural language querying, insertion, and management of vector data for efficient similarity search and semantic analysis.
by adspower
Enables AI-driven browser profile management through AdsPower's local API, providing tools for creating, updating, opening, and deleting browsers with customizable fingerprints and proxy configurations.
by apeyroux
Analyze Xmind mind maps on your local machine using fuzzy search and hierarchical navigation.
by simonkurtz-msft
Generates Draw.io XML diagrams programmatically with 700+ embedded Azure architecture icons, batch operations, fuzzy shape search, and layer/page/group management.
by pab1it0
Integrates with Chess.com Published Data API to access player profiles, statistics, game data, and club information in both JSON and PGN formats for chess analysis and tournament research.
by 8ensmith
Search and retrieve book and author information from the Internet Archive's Open Library
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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