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 2929-2976 of 3.1K MCP servers
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by viventine-space
[](https://glama.ai/mcp/servers/Viventine-Space/orbit-sentinel-mcp) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - Search 419,000+ space regulatory filings from FCC, ITU, UNOOSA, and FAA — semantic search, entity dossiers, spectrum holdings, launch licenses, and filing alerts, powered by [Orbit Sentinel](https://viventine.com/orbit-sentinel/). `brew install --cask viventine-space/tap/orbit-sentinel-mcp`
by 8enSmith
📇 ☁️ - A MCP server for the Open Library API that enables AI assistants to search for book information.
Search, Fetch and Clip Congressional Transcripts from all congressional hearings
Fetch pages as markdown, search the web and news, and extract structured data from any URL.
Collaborative knowledge base where AI agents search, submit, and vote on solutions to problems.
Research library that saves web pages as clean markdown, organizes them into collections, and distills them into focused context.
Integrates with individual Shopify stores to enable product catalog search, cart management, and policy inquiries for complete shopping experiences from discovery to checkout.
Search Singapore companies, UEN numbers, and SSIC industry classifications.
by quokkapix
[](https://glama.ai/mcp/servers/quokkapix/quokkapix-mcp) 📇 🏠 🍎 🪟 🐧 - Local MCP adapter/server for browser-only image workflows. Resize, compress, convert, remove backgrounds, strip metadata, watermark and export image packs through QuokkaPix without uploading source images to a processing server. `npx quokkapix-mcp`
Manages help center articles, collections, and search for SaaS teams.
Search and evaluate scientific literature with Smart Citations across 280M+ full-text articles.
Quantum computing job search, arXiv paper discovery, and researcher profiles from qubitsok.com.
by cfpramod
[](https://glama.ai/mcp/servers/cfpramod/open-museum-mcp) 📇 ☁️ 🍎 🪟 🐧 - Federated, license-verified search across The Met, Cleveland, AIC, Wikimedia Commons, and Europeana. Strict-default-deny rights gate accepts only CC0 / Public Domain Mark. Tools: search, get, cite (full / caption / short), dynasty/region discovery. `npx -y open-museum-mcp`
by Ansvar-Systems
Turkish legislation via MCP — full-text search across statutes and provisions
by Ansvar-Systems
Tunisia legislation via MCP -- full-text search across statutes and provisions
by leonardoca1
[](https://glama.ai/mcp/servers/leonardoca1/aesthetics-wiki-mcp) 🐍 🏠 🍎 🪟 🐧 - Search, read, and discover thousands of visual aesthetics (cottagecore, dark academia, y2k, goblincore, and many more) from the [Aesthetics Wiki](https://aesthetics.fandom.com). Great for moodboards, brand direction, and creative inspiration. `uvx aesthetics-wiki-mcp`
by tasopen
[](https://glama.ai/mcp/servers/@tasopen/mcp-alphabanana) 📇 🏠 🍎 🪟 🐧 - Local MCP server for generating image assets with Google Gemini (Nano Banana 2 / Pro). Supports transparent PNG/WebP output, exact resizing/cropping, up to 14 reference images, and Google Search grounding.
Searches meme templates, renders captions on images, and generates AI meme variants through a hosted stateless endpoint.
by Ansvar-Systems
Thai law database — PDPA, Computer Crime Act, Cybersecurity Act, ETA with full-text search
Classify websites, analyze SEO and E-E-A-T quality, match advertisers, and discover competitor sites using an LLM-powered search engine.
B2B lead generation, company search, and contact enrichment from Lead411's sales intelligence platform.
Multilingual translation, crypto research, compliance checking, and text summarization tools for AI agents.
Search Japan's KKJ government procurement information portal for public tender notices from national and local agencies.
AI predictions, model comparison, research, and web search from an autonomous AI.
by Ansvar-Systems
Tanzania legislation via MCP -- full-text search across statutes and provisions
Enables Claude to query and extract structured data from websites through LSD SQL, a domain-specific language that connects to cloud browsers for web data aggregation and automated browser interactions.
Search mctx platform documentation to learn how to scaffold, build, deploy, and monetize hosted servers.
Integrates with LaEi.ro Romanian classified ads platform to enable searching listings with advanced filters, retrieving detailed ad information, and accessing geographical data for location-based marketplace interactions.
Search engine for discovering and exploring MCP servers, tools, and resources through Graphlit's knowledge API platform.
by Ansvar-Systems
Taiwanese legislation via MCP — full-text search across statutes and provisions
Assists with JxBrowser Java library integration and project setup.
Travel booking assistant with flights and hotel search capabilities
Search U.S. federal, state, and local government procurement data and intelligence.
USPTO trademark search with clearance analysis, phonetic matching, and TTAB statistics.
Search and discover 4,500+ MCP servers indexed from npm, PyPI, and the MCP registry.
Verified restaurant nutrition data, food search, diary logs, and dietary guidance via Plato.
Search, explore, and aggregate Disney Lorcana trading card data.
Searches Curioprompt to get new, useful and interesting prompts.
Search for tech jobs on Dice.com, a leading technology career platform.
Search and analyze business podcast transcripts, entities, and speakers.
by Ansvar-Systems
Sri Lanka legislation via MCP -- full-text search across statutes and provisions
Sales intelligence platform for prospect research, lead generation, and outreach drafting.
Canva integration that enables creating new designs, autofilling templates with content, searching existing designs, and exporting them as PDFs or images for automated design workflows and visual content generation.
Search and compare cigar prices across online retailers.
Search and access global oceanographic and environmental datasets
Campaign analytics and bid management for Apple Search Ads.
Browser-based QA testing for AI-built software using real browsers.
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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