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 1873-1920 of 3.1K MCP servers
Clear filtersby sepinetam
Enables AI assistants to search and extract information from American Economic Association journals with filtering by title, abstract, author, and JEL classification for economic research and literature reviews.
by shogo-ma
Connects AI systems to DocBase document management platform for searching, retrieving, creating, and updating posts through a clean Go-based API requiring minimal configuration.
by shlomico-tr
Integrates with eToro's API to fetch financial portfolios, instrument details, and search capabilities for investment analysis and portfolio tracking without CORS restrictions.
by articles-research
Queries early-stage orphan drug therapies ranked by success potential for rare disease research.
by strand-ai
Converts PDFs into searchable markdown with local embeddings for semantic search, enabling efficient document retrieval without loading entire papers into context.
by tkc
Enables persistent task management with SQLite storage, allowing creation, updating, deletion, and searching of TODOs with completion tracking and due date features beyond context limitations.
by suwi-lanji
MCP server providing AI assistants with real-time access to FilamentPHP v5 documentation via TF-IDF semantic search.
by cr7258
Enhances AI model responses with real-time search results from various engines through Higress ai-search, supporting internet, academic, and internal knowledge searches.
by cloudsmithy
Integrates with Elasticsearch and OpenSearch clusters for index management, document operations, search queries, snapshot handling, and cluster monitoring across large datasets.
by kogarashi86
Ingest Confluence page trees and rebuild them as structured Markdown wikis with full-text search and MCP server access.
by koyach
Course syllabus search for Keio University's Shonan Fujisawa Campus with tools for searching, filtering, and retrieving course details.
by 0x-professor
Integrates with CTFtime.org to retrieve cybersecurity competition data including upcoming events, team rankings, historical results, and event search capabilities for tracking competitive cybersecurity performance and planning competition schedules.
by luskb
Search geoscience literature across CNKI, SPE, EAGE, AAPG, SPWLA, and other academic databases with unified metadata enrichment.
by linductor-alkaid
Searches Semantic Scholar, arXiv, and OpenAlex for academic papers with citation metrics and impact factors.
by holetron
Hierarchical vector memory for AI agents combining Hindsight's semantic search with MemPalace's room/hall/layer taxonomy.
by mihailo2501
MCP server providing B2B GTM research tools for LinkedIn data, web scraping, and decision-maker discovery.
by aleksvin8888
Integrates with self-hosted Docmost wiki for listing spaces, searching documents, and retrieving page content.
by omilia
Integrates with Omilia Cloud Platform to manage voice applications and dialog systems through miniapp search, prompt management, orchestrator app canvas retrieval, dialog log analysis, phone number integration, and environment variable collection with OAuth authentication and multi-environment support.
by cornelcroi
Local-first bookmark management with semantic search and AI-powered organization
by chirag127
Implements five stochastic algorithms including Markov Decision Processes, Monte Carlo Tree Search, Multi-Armed Bandit models, Bayesian Optimization, and Hidden Markov Models to enable probabilistic decision-making that breaks out of deterministic patterns for strategic planning, exploration-exploitation balance, and uncertainty-aware optimization in game playing, A/B testing, hyperparameter tuning, and route optimization tasks.
by dakrin
Enables Claude Desktop to interact with Google's Gemini 2.5 Pro model through a TypeScript server with Google Search integration for grounded responses and detailed token usage reporting.
by odewahn
Integrates with O'Reilly's learning platform API to search and retrieve technical content from their extensive library, returning structured metadata including titles, authors, ratings, and URLs.
by freevue
Searches and retrieves Korean independence merit records from the national veterans affairs database.
by packative
Integrates with Naver SearchAd API to manage Korean advertising campaigns, ad groups, and keywords while retrieving performance statistics with flexible date ranges and breakdown dimensions.
by gorakudo
Access Japanese dictionary databases from the Yomitan browser extension offline.
by hironow
Local issue tracking system with SQLite database providing Linear-compatible project management including issues, teams, milestones, and full-text search.
by hwillgit
Enables browsing and interaction with shared OneNote notebooks through browser automation for reading/writing pages, capturing diagrams, and maintaining session state
by infosec-us-team
Integrates with Immunefi bug bounty platform through cached API to search programs, retrieve assets, bounty amounts, rewards structures, and filter by language, ecosystem, or bounty ranges.
by joelgombin
Integrates with Wikidata to search entities, retrieve detailed information, execute SPARQL queries, and explore knowledge graph relationships for fact-checking, research, and structured data access.
by kinshukk
Retrieves and processes published books from Library Genesis, delivering text content in manageable chunks with proper metadata for in-depth analysis and research.
by lincest
Integrates with arXiv to enable keyword searches, paper retrieval, and tracking of recent submissions across scientific categories.
by mariadb-roelvandepaar
Combines MariaDB's native vector search with real-time web search through Brave API integration, enabling hybrid retrieval workflows that query both internal knowledge bases and external web results simultaneously.
by mercy719
Enables browsing and monitoring of Goofish (Xianyu), China's largest secondhand marketplace, via Playwright browser automation.
by mfreeman451
Analyzes JSON log files from Python applications with tools for searching by level, module, function, and time ranges, aggregating data by various criteria, and generating statistics for debugging and performance monitoring.
by msaltnet
Searches and reads Excel files from local directories with tools for discovering spreadsheet files, converting worksheets to JSON format, and finding specific text within workbooks.
by quanticsoul4772
Enhances structured problem-solving and analytical reasoning with tools for research verification, statistical analysis, logical reasoning, and multi-perspective generation for data analysts, researchers, and decision-makers.
by rishab87
Enables secure autonomous purchasing by creating single-use Privacy.com virtual cards with spending limits and automatically filling payment forms across websites using intelligent browser automation.
by chenxilol
Integrates with Perplexity AI search API to enable real-time web searches with customizable parameters for recency filtering, domain-specific queries, and citation support.
by scrape-hub
Browser-impersonating web fetch that bypasses bot detection using Rust and BoringSSL.
by seo-review-tools
Integrates with SEO Review Tools API for website traffic analysis, authority scoring, backlink discovery, SERP data retrieval, keyword research, and content optimization recommendations.
by subconscious-ai
Run conjoint experiments and causal research through AI-powered behavioral simulations
by supavec
Integrates with Supavec to efficiently retrieve contextually relevant embeddings and associated content for enhancing knowledge retrieval and semantic search applications.
by techkwon
Integrates Google's Gemini model with real-time web search and YouTube data to enhance AI responses with up-to-date information from the internet.
by v0idpwn
Enables AI systems to search and retrieve Elixir documentation from HexDocs across multiple packages with formatted results including titles, references, types, and content.
by wzh4464
Interactive visual Mermaid diagram editing with browser-based drag-and-drop canvas, live preview, and multi-round iteration.
by rezi-io
Connect AI assistants to your Rezi account to read, create, and update resumes and search job listings.
by psychquant
Native Swift Apple Mail integration with SQLite-powered millisecond search across 250K+ emails.
by derberg
Extensible RAG library for building AI-powered documentation search with semantic search, keyword matching, and hybrid retrieval.
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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