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 1921-1968 of 3.1K MCP servers
Clear filtersby comfucios
Connects to Obsidian vaults for intelligent search and retrieval across personal knowledge bases using hierarchical tag matching, frontmatter filtering, date range queries, and fuzzy content search with configurable weights.
by garcheng
Integrates with Jina AI's web search and content fetching APIs, enabling web searches and URL content extraction for research tasks and information retrieval directly within conversations.
by sourabh-khot65
Integrates with Typesense search to enable natural language queries for candidate profiles and resumes with powerful filtering, sorting, and grouping capabilities for recruitment workflows.
by apappascs
Integrates the Tavily Search API to perform real-time web searches for fact-checking, research, and content generation.
by falahgs
Bridges to Google's Gemini model for data analysis, email communication, and reasoning process generation with tools for Excel/CSV processing, statistical visualization, and AI-generated content.
by dryas
Read-only IMAP email access via local SQLite sync for AI agents, with full-text search and thread retrieval.
by afshawnlotfi
Enables browser automation through Puppeteer with configurable launch options for Chrome and Firefox, supporting web testing, data extraction, form filling, and interactive demonstrations
by kashiwabyte
Store and search data using VikingDB vector database.
by kenhendricks00
Search and browse the FMHY free media resource dataset by keyword, section, or URL.
by neverl805
Firefox BiDi browser automation server exposing 34 tools for navigation, DOM manipulation, screenshots, and JavaScript execution.
by paul-pfeiffer
Jira and Confluence access for instances protected by Citrix NetScaler SSO, with automated browser-based authentication.
by smotree
Chrome browser automation using real sessions with 36 tools via Chrome Extension and WebSocket.
by veridyia
Searches, compares, and retrieves parametric EQ settings for headphones and IEMs from the AutoEQ database.
by ondinc
Access LISTEN podcast data including episodes, transcripts, playback history, and search via AI editors.
by kristofferstrube
Blazor wrapper for the WebMCP browser API enabling C# applications to expose tools to AI agents.
by hougelangley
Automates Firefox browser actions including navigation, clicking, typing, scrolling, tab management, content extraction, and JavaScript execution via a WebSocket bridge extension.
by hunter-heidenreich
Search papers, retrieve metadata, download PDFs, and read full-text sections from OpenAlex, arXiv, bioRxiv, Crossref, and Wikipedia.
by pthahnix
Academic paper searching, fetching, reading, and reference exploration across arXiv, Semantic Scholar, and Unpaywall with full-text markdown conversion and AI-powered three-pass analysis.
by icen-ai
Queries China National Bureau of Statistics data with search, time series, batch comparison, and regional breakdowns.
by self-tech-labs
Integrates with the Online Kommentar legal commentary database to search Swiss legal commentaries with filters and retrieve detailed commentary information including authors, editors, and publication dates.
by niklasarnitz
Integrate with ChurchTools to query the API, create calendar appointments, and search bundled documentation through 5 tools.
by automcp-app
Integrates with Linkd API to extract LinkedIn user and company profiles, search contacts, retrieve email addresses, and perform deep research workflows for sales prospecting and recruitment.
by cyclechain
Searches, downloads, and manages AI agent skills from the SkillNet community library.
by dmontgomery40
Integrates BirdNet-Pi's bird detection capabilities with a JSON-RPC interface, enabling retrieval and analysis of acoustic monitoring data for ornithological research and conservation efforts.
by freespirit
Built for Zed to enable semantic searching of PDF documents using a Qdrant vector database and OpenAI embeddings.
by gebabygeegee
Integrates with AMap (Gaode Maps) API services in China for coordinate conversion, place searching, and transportation route planning between locations.
by heydryft
Accesses authenticated browser sessions for LinkedIn, Twitter/X, and WhatsApp through a companion Chrome extension.
by iakov-gan
Automate Microsoft Edge browser via Selenium.
by glassbead-tc
Integrates with Audius music platform API, enabling user searches, track streaming, and playlist management for music discovery and artist analytics.
by grep-juub
Semantic tool discovery system using vector search to dynamically expose relevant tools from multiple MCP servers.
by masna-ai
Integrates with Confluence Data Center to enable direct access to content through operations like searching, retrieving, creating, updating, and deleting pages without switching contexts.
by harukikaneko
Integrates with esa.io knowledge management platform to enable searching, reading, creating, updating, and deleting posts and comments with support for advanced query parameters and content management features.
by henry-insomniac
Wraps the Horizon news pipeline for AI-driven aggregation, scoring, filtering, enrichment, and multilingual summarization of tech news from RSS feeds and search engines.
by hrishi0102
Bridges to Payman AI's payment processing API, enabling creation of payees, search functionality, payment sending, and balance checking through natural language commands.
by intounknown
Enables AI to perform web searches with customizable parameters including freshness filters, domain controls, and result summarization for retrieving up-to-date information from the internet.
by ismaileneskucuk
Searches Turkish electronic component marketplaces for real-time pricing, stock availability, and product comparisons across four stores.
by justforever17
Self-evolving RAG system providing cross-session persistent memory where agents autonomously write, retrieve, and evolve knowledge through vector-based storage and semantic search.
by mrphu3074
Routes AI agents to specialized skills stored as markdown files using semantic search
by petershin23
Integrates with SeatGeek's event discovery platform to find events and generate personalized recommendations with performer-based searches, venue information, and location filtering for entertainment applications and travel planning tools.
by pranavj17
Search Graylog logs by timestamps, filter by streams, and debug production issues.
by ricardocenci
Integrates with WikiJS knowledge bases through GraphQL to enable search, page retrieval, and content discovery operations across multilingual wiki deployments with structured metadata and filtering capabilities.
by rodcar
Integrates with Peru's Central Reserve Bank (BCRP) API to retrieve macroeconomic indicators, financial statistics, and historical economic data series for financial analysis and economic research.
by sarahan774
Manages technical glossaries in Obsidian vaults with tools for creating, reading, updating, and searching markdown-formatted definitions.
by priteshshah96
Integrates with Google's Gemini API to enable searching, analyzing and exploring academic research papers with tools for citation graphs and detailed paper information retrieval
by spences10
Integrates JinaAI's search capabilities for web content discovery, information retrieval, and data extraction
by spiritherb
Intelligently routes research queries across multiple remote MCP servers by analyzing language, complexity, and time sensitivity to recommend optimal tools and execute them in parallel.
by suxyee
Queries Alibaba Cloud SLS logs with natural language, supporting multi-region search, SQL analysis, and log context tracing.
by tanmayrawal
RAG-powered document question-answering using FAISS vector search, Sentence Transformers, and Groq LLM for grounded answers from private documents.
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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