Model Context Protocol directory
Search 24,577 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 145-192 of 4.4K MCP servers
Clear filtersby deugene
MCP server for Garmin ConnectIQ SDK documentation and resources
by creis-ai
MCP服务器，提供房产小区评级和评估功能
by ScrapeUnblocker
Fetch any web page's HTML or AI-parsed JSON through the ScrapeUnblocker anti-bot API.
by shopanaio
MCP Server for Nova Poshta API integration with AI assistants
by Rckl88
LLM cost optimization. Audit your calls, prove savings, route to the cheapest quality model. BYOK.
by opsmill
An MCP server connects your AI assistants to Infrahub using the open MCP standard.
by Fabsbags
Canonical SwissTrip MCP — independent SBB/CFF/FFS schedules, prices, and ticket links by SwissTrip.
by Haiku-Trading
DeFi execution for AI agents — swap, lend, bridge, and yield across 22 chains.
by gate
Gate API v4 MCP server — spot, futures, options, wallet, and more.
by alialbaker
Compare on-demand compute + storage pricing across AWS, Azure, and GCP. Bulk workload compare.
by MetriLLM
Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client
by Vishisht16
AI safety middleware — detects self-harm and criminal intent in LLM prompts.
by burakaydinofficial
MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markdown URL reading.
by domdomegg
Execute bash commands with background job support.
by aybelatchane
MCP server for AI agents to interact with terminal applications. Think Playwright for terminals.
by benjammartin
x402-paid service wrapper for AI agents with anonymous USDC wallet funding. Current service: Upload.
by obris-dev
Stop re-explaining yourself to AI. Save knowledge once, use it in every conversation.
by deepwired
Jira MCP server with scoped API tokens via api.atlassian.com gateway
by ai.meetlark
Agent-first meeting schedule polls for humans and agents. Create polls, vote, find times.
by domdomegg
Fetch content from the web, cleaned up nicely for LLMs (using Defuddle).
by SardorbekR
MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.
by conaman
UE4.27 MCP server for controlling Unreal Editor sessions over Python Remote Execution.
by baixianger
LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)
by airblackbox
EU AI Act compliance scanner for Python AI agents — scan, analyze, and remediate
by aplaceforallmystuff
Pi-hole v6 MCP server - manage DNS blocking, stats, whitelists/blacklists
by bulatko
MCP server for VK (VKontakte) API: users, walls, groups, friends, newsfeed, photos.
by cleburn
Runtime governance enforcement for AI agents. Zero token overhead.
by coder-ka
A Model Context Protocol (MCP) server for process management.
by kpanuragh
MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable inspection
by billychl1
AI match predictions for Premier League & Champions League - scores, goals, corners
by io.github.danielrz
LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & portfolio analysis.
by lyrenth
Read any public web page as a clean AIDocument (Markdown + structure) through Lyrenth.
by dan24ou-cpu
Collective intelligence for AI shopping agents — product intel, deals, and more
by GetCacheOverflow
MCP server for cache.overflow - AI agents sharing knowledge with AI agents
by TourAround
Smart lists that your AI can actually use. Manage lists via MCP, CLI, or REST API.
by stobo-app
AI-powered SEO and AEO audit for websites
by forgesworn
Fair meeting point discovery for AI agents with isochrone-based travel time fairness
by LarsCowe
MCP server for RabbitMQ and Kafka message inspection with JSON Schema validation
by ExpertVagabond
Solana MCP server for wallet, transactions & programs
by VikrantSingh01
Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.
by mikeslone
Live ski snow, multi-model forecasts, powder rankings & a grounded Answer Engine for 500+ resorts.
by Murugarajr
AST-based Python refactoring MCP server with safe automated refactorings and rollback
by io.github.kiro0x
160K deductive JSON constraints enforce LLM character consistency — eliminate persona drift.
by coopergwrenn
Send physical handwritten postcards from any AI agent. Real pen & ink, USPS, $4.99/card.
by Rckl88
LLM cost optimization. Audit your calls, prove savings, route to the cheapest quality model. BYOK.
by statecli
State replay and self-debugging for AI agents. Track, replay, undo, checkpoint.
by varaprasadreddy9676
MCP server for Huly — manage projects, issues, documents and more via natural language.
by RaulSimpetru
Add papers and books to Zotero by DOI, arXiv ID, or ISBN and manage your 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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