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 2833-2880 of 3.1K MCP servers
Clear filtersby overthelex
Email management through Thunderbird with send, read, search, and folder operations.
Browse and search luxury design items on 1stDibs marketplace
Search 3,500+ US universities, check admission chances, and build personalized college lists.
Search and compare 120+ AI agents across 12 categories in the Agentry directory.
by rodmachen
Reads and writes markdown notes stored on iCloud Drive with configurable directory access and full-text search.
by blackwhite084
π - An MCP python server using Playwright for browser automation,more suitable for llm
by browsermcp
π π - Automate your local Chrome browser
by valmo-sarl
Searches and retrieves classified ads from Joomil.ch, Switzerland's French-speaking marketplace with over 45,000 active listings.
Deploy live widgets (sims) to any screen with a browser.
by vish150988
Searches Dice.com job listings with filters for keywords, location, salary range, and employment type.
by usama-dtc
Integrates with Salesforce to enable querying records, managing custom objects/fields, executing DML operations, and handling complex SOSL searches using TypeScript and JSForce
by frannuca
Log file analysis with pattern detection, semantic search, and LLM-powered summaries.
by jongwon
Generate structured reports with web research, charts, and document export.
by blazickjp
βοΈ π - Search ArXiv research papers
by q2a3z4w
Manage subscriptions, downloads, and media search in MoviePilot.
by boldsign
π βοΈ - Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/).
by kineticdirt
Lexical retrieval server using BDH chunk graphs with multi-iteration storage and four-tool retrieval ladder.
by janschachtschabel
Search German open educational resources from WirLernenOnline.de.
by l4b4r4b4b4
Enables research workflows with paper ingestion, semantic search, citation graph traversal, and knowledge synthesis.
by devalexandre
Enables AI assistants to control headless browsers for web automation tasks including navigation, screenshot capture, element interaction, and dynamic page information access.
by louis030195
π π π πͺ π§ - Interact with Obsidian vaults for knowledge management. Create, read, update, and search notes. Works with local Obsidian vaults using filesystem access.
by oliver-virt
Search train schedules, find stations, and check disruptions across European rail networks.
by PhungXuanAnh
π π π πͺ π§ - A Model Context Protocol server providing web automation capabilities through Selenium WebDriver
by pskill9
π π - An MCP server that enables free web searching using Google search results, with no API keys required.
by LeonTing1010
[](https://glama.ai/mcp/servers/LeonTing1010/tap) π π π πͺ π§ - MCP server that compiles AI browser automation into deterministic `.tap.json` plans (25-op closed union, zero runtime LLM), runs on your logged-in Chrome, and detects drift via semantic fingerprint diff when sites change. 65+ open community taps on 40+ sites.
by adawalli
π βοΈ - AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.
by aliasunder
[](https://glama.ai/mcp/servers/aliasunder/vault-cortex) π π βοΈ - MCP server for Obsidian vaults β hybrid search, notes & files, memory, tasks, link graph, OAuth-protected.
by andrelaptenok
[](https://glama.ai/mcp/servers/andrelaptenok/redmine-mcp-stdio) π π π πͺ π§ - Search, read, create and update Redmine issues, projects and time entries from any MCP client. 12 tools with MCP safety annotations: full-text search, issue journals with attachments, comments and time tracking. `npx -y redmine-mcp-stdio`
by billster45
π βοΈ - MCP server for Claude to talk to ChatGPT and use its web search capability.
by selic
[](https://glama.ai/mcp/servers/selic/mcp-itglue) π βοΈ - MCP server for IT Glue, the MSP documentation platform. Semantic vector search over documentation, document and flexible-asset read/write, role-based access control, and bring-your-own-key support.
by janmanuelwinkler
Access Swiss federal law via the Fedlex platform with SPARQL-powered search and full text retrieval.
by browserbase
ποΈ π - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
by cinderwright-ai
[](https://glama.ai/mcp/servers/cinderwright-ai/cinderwright-api) π βοΈ - x402 Discovery Hub. Search engine for the agent economy with 1450+ services indexed. Pay with USDC on Base via x402.
by ricocf
π π βοΈ - An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.
by alejoacelas
Search and read 140+ articles on nonprofit governance, compliance, HR policies, and fiscal sponsorship from the AntiEntropy Resource Portal.
by musharna
[](https://glama.ai/mcp/servers/musharna/data-aggregator-mcp) π π π πͺ π§ - Search and fetch research datasets across Zenodo, DataCite (Dryad/Figshare/Dataverse/OSF), NCBI omics (GEO/SRA/BioProject), and literature (PubMed/OpenAIRE) behind one normalized model β DOI deduplication, NCBI-Taxonomy synonym expansion, paperβdata linking, and checksum-verified download. `uvx data-aggregator-mcp`.
by reefapi
[](https://glama.ai/mcp/servers/reefapi/reefapi-mcp) π βοΈ - One MCP for 160+ live web-data APIs β search engines, social (Reddit, TikTok, Threads, Bluesky), e-commerce (Amazon, eBay, AliExpress, Etsy), real estate (Zillow, Redfin), jobs, travel, news, finance and company/people intel. Clean JSON from sites that block scrapers; one key, one shared credit pool, free tier. Remote streamable-http at api.reefapi.com/mcp.
by iamfurukawa
RAG server using Qdrant vector database for knowledge retrieval and semantic search.
Real-time data API platform for AI agents providing stock quotes, weather, forex, logistics tracking, web search, web scraping, news, and IP geolocation.
by jpnqs
MCP server for semantic search over team documentation using local embeddings and vector similarity search.
by agentic-governance
Search and analyze 85.7M judicial decisions across 90 jurisdictions with citation network analysis and legal risk assessment.
by emilychimbobit
Manages OneDrive files via Microsoft Graph API with 9 tools for CRUD, search, and sharing.
by nolanfoster
Remote Brave Search wrapper deployed as a Cloudflare Worker with Durable Objects and optional Zero Trust auth.
by acedatacloud
Google search results via SERP API through the AceDataCloud API platform.
by agentbodegastore
[](https://glama.ai/mcp/servers/agentbodegastore/agentbodega) π βοΈ - AgentBodega MCP gives agents a live catalog of 65 x402-payable HTTP tools across search, public data, social media, status checks, media conversion, and agent-readiness checks. No API keys; install with `npx -y @agentbodega/mcp`.
by agentic-mcp-tools
π π βοΈ - Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session context management.
by juangb87
Accesses the FlexOffers affiliate marketing network to search advertisers, links, and commissions.
Manages online bookmarks with AI-powered organization, search, and folder management.
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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