A curated catalog of Model Context Protocol (MCP) servers for discovering and integrating AI tools, data sources, and services.
概要
MCP is an open protocol that lets AI applications connect to external tools and data through a standardized client-server interface. This list focuses on well-scoped, source-available servers that extend AI workflows with databases, developer tools, browsers, cloud services, and more. - Every entry is reviewed against the quality criteria. Spam, impersonators, and abandoned forks are rejected. - Every link is checked on each pull request and again every week. Broken entries get fixed or removed. - Every server has a category, language, provider, tags, and an official/community flag in data/servers.json. The README, llms.txt, llms-full.txt, and the landscape are generated from that file. - You can pull the whole catalog as JSON into your own tools, agents, or dashboards. If this list saves you time, please ⭐ star the repo. It helps other people find it.
README
Awesome MCP Servers
A hand-curated, link-checked catalog of Model Context Protocol (MCP) servers, with an interactive map and a JSON API.
Explore the live MCP Landscape →
MCP is an open protocol that lets AI applications connect to external tools and data through a standardized client-server interface. This list focuses on well-scoped, source-available servers that extend AI workflows with databases, developer tools, browsers, cloud services, and more.
Why this list
- Curated, not scraped. Every entry is reviewed against the quality criteria. Spam, impersonators, and abandoned forks are rejected.
- No dead links. Every link is checked on each pull request and again every week. Broken entries get fixed or removed.
- Structured data. Every server has a category, language, provider, tags, and an official/community flag in
data/servers.json. The README,llms.txt,llms-full.txt, and the landscape are generated from that file. - Built to be reused. You can pull the whole catalog as JSON into your own tools, agents, or dashboards.
If this list saves you time, please ⭐ star the repo. It helps other people find it.
Quick Links
- MCP Landscape: interactive server map
- Use the data: JSON API and LLM catalog files
- LLM index: short catalog index for agents
- Listed on mcpHQ badge: for server maintainers
- Official MCP Registry
- MCP Specification
- Reference Servers
- Contributing Guide
Catalog
- Official and Reference Servers (11)
- Databases and Storage (13)
- Developer Tools and Code Intelligence (20)
- Browsers, Search, and Web Automation (14)
- Filesystems and Documents (8)
- Cloud and Infrastructure (13)
- Communication and Productivity (16)
- AI, Agents, and Memory (24)
- Data, Analytics, and BI (14)
- Legal and Court Data (4)
- Security and Identity (9)
- Finance, Commerce, and Business Apps (21)
- Utilities and Examples (11)
Official and Reference Servers
Reference implementations, SDKs, and core protocol tooling from the MCP ecosystem.
- MCP Everything
OfficialTypeScript— Reference server exposing prompts, resources, and tools for protocol testing.
referencetestingofficial - MCP Fetch
OfficialPython— Fetch web content and convert HTML to markdown for LLM consumption.
referencewebofficial - MCP Filesystem
OfficialTypeScript— Secure local filesystem access with configurable allowed directories.
referencefilesystemofficial - MCP Git
OfficialPython— Read, search, and manipulate Git repositories through MCP tools.
referencegitofficial - MCP Inspector
OfficialTypeScript— Visual testing tool for debugging MCP server capabilities and messages.
debuggingtestingofficial - MCP Memory
OfficialTypeScript— Knowledge graph memory for persistent entities and relationships.
referencememoryofficial - MCP Python SDK
OfficialPython— Official Python SDK for building MCP servers and clients.
sdkpythonofficial - MCP Registry
OfficialGo— Official MCP registry service and API for discovering publicly available MCP servers.
registrydiscoveryofficial - MCP Sequential Thinking
OfficialTypeScript— Structured step-by-step reasoning tool for complex problem solving.
referencereasoningofficial - MCP Time
OfficialPython— Time and timezone conversion utilities for agents and assistants.
referencetimeofficial - MCP TypeScript SDK
OfficialTypeScript— Official TypeScript SDK for building MCP servers and clients.
sdktypescriptofficial
Databases and Storage
Query, manage, and explore databases, vector stores, and data warehouses.
- Chroma MCP Server
OfficialPython— Vector search and embedding storage with Chroma collections.
vectorembeddingsrag - DBHub
OfficialGo— Universal database gateway supporting PostgreSQL, MySQL, SQL Server, SQLite, and MariaDB.
sqlpostgresmysql - Elasticsearch MCP Server
OfficialTypeScript— Search and analyze data in Elasticsearch clusters via MCP.
searchanalyticselastic - MongoDB MCP Server
OfficialTypeScript— Query and manage MongoDB databases and collections from AI clients.
mongodbnosqldocuments - MotherDuck MCP Server
OfficialPython— Run analytical SQL queries against local DuckDB files and MotherDuck cloud databases.
analyticssqlolap - Neon MCP Server
OfficialTypeScript— Manage Neon Postgres databases, branches, and SQL queries via MCP.
postgresserverlesssql - Pinecone MCP Server
OfficialTypeScript— Manage Pinecone indexes and run semantic vector queries.
vectorsearchrag - PlanetScale MCP Server
OfficialTypeScript— Manage PlanetScale MySQL databases, branches, and schema changes.
mysqlserverlesssql - Qdrant MCP Server
OfficialPython— Store and retrieve vectors in Qdrant for RAG workflows.
vectorsearchrag - Redis MCP Server
OfficialPython— Read and write Redis keys, lists, and data structures through MCP.
rediscachekv - Snowflake MCP Server
OfficialPython— Query Snowflake warehouses and manage data platform resources.
warehousesqlanalytics - SQLite MCP Server
Python— Lightweight SQLite database access for local development workflows.
sqlitelocalsql - Supabase MCP Server
TypeScript— Community-maintained integration for Supabase projects, tables, and auth through MCP tools.
postgresbackendsql
Developer Tools and Code Intelligence
Repositories, CI/CD, observability, and coding workflows for software teams.
- Harness MCP Server
OfficialTypeScript— Official Harness.io MCP server for CI/CD pipelines, deployments, GitOps, and platform engineering workflows.
harnesscicddevops - Agent QA
TypeScript— Run natural-language web and mobile regression tests with persistent test memory through CLI and MCP interfaces.
testingregressionbrowsermobilemcp - API.market MCP Gateway
OfficialTypeScript— Proprietary hosted OAuth gateway with five tools for API discovery, schemas, execution, usage and subscriptions; free tiers and paid plans vary by API.
apigatewayoauthhosted - ax
TypeScript— Local-first MCP server for querying coding-agent sessions, tool calls, skills, and costs.
observabilitycoding-agentscosts - Communicate
OfficialTypeScript— List workspace AI agents through a read-only hosted Streamable HTTP MCP server authenticated with OAuth client credentials.
agentscustomer-supportremoteoauth - Constitution Lint MCP Server
Python— Lints CLAUDE.md-style AI agent constitution files for missing operational guardrails: spend limits, injection defense, escalation paths, and secrets handling.
agentsguardrailslintingci-cdsafety - Context7 MCP
OfficialTypeScript— Up-to-date library and framework documentation injected into prompts.
docslibrariescoding - Docker MCP Server
OfficialGo— Manage containers, images, and Docker environments through MCP.
containersdevopsdocker - E2B MCP Server
OfficialOther— Secure cloud sandboxes with a built-in MCP gateway for running code and MCP tools in agent workflows.
sandboxcode-executionagents - GitHub MCP Server
OfficialGo— Official GitHub integration for repos, issues, pull requests, and code search.
githubgitci-cd - GitLab MCP Server
OfficialRuby— GitLab Duo MCP server for merge requests, issues, and project management.
gitlabdevopsissues - GodotMCP
GDScript— A secure, 100% native GDScript Server-Sent Events (SSE) server bridging Claude, Cursor, and Windsurf directly to Godot 4.x scene trees. No Node.js or C# dependencies required.
godotdeveloper-toolscode-intelligenceclaudecursor - Kleap
OfficialJavaScript— Create, edit, and publish websites from AI clients through a hosted MCP server.
websitespublishingcliagents - Kubernetes MCP Server
TypeScript— Operate Kubernetes clusters with kubectl-style MCP tools.
kubernetesdevopscloud - Linear MCP Server
OfficialTypeScript— Create and manage Linear issues, projects, and team workflows.
issuesproject-managementproduct - mcp-pool
TypeScript— MCP Key Pool Proxy — pool multiple API keys across upstream MCP servers to distribute rate limits. One subprocess per pool, lazy failover, per-key cooldown.
mcpproxypoolapi-keysrate-limiting - Postman MCP Server
OfficialTypeScript— Explore and run Postman collections and API workflows from AI clients.
apitestinghttp - Semgrep MCP Server
OfficialPython— Run static analysis and security scans on codebases via Semgrep.
securitysastcode-quality - Sentry MCP Server
OfficialTypeScript— Investigate errors, releases, and performance issues in Sentry.
observabilityerrorsmonitoring - Sourcegraph Cody MCP
OfficialTypeScript— Code intelligence and search across large codebases with Cody.
code-searchaienterprise
Browsers, Search, and Web Automation
Browse the web, scrape content, search, and automate browser interactions.
- Apify MCP Server
OfficialTypeScript— Run Apify Actors and extract web datasets at scale.
scrapingactorsdata - BGPT MCP
Python— Search full-text scientific papers and return structured evidence for research agents.
searchresearchscienceliterature - Brave Search MCP Server
OfficialTypeScript— Privacy-focused web and local search through the Brave Search API.
searchprivacyweb - Browser MCP
OfficialTypeScript— Automate a local Chrome browser from MCP-compatible AI clients.
chromelocalautomation - browser-buddy
Python— MCP server plus Chrome extension that lets coding agents read the user’s real, logged-in browser pages.
chromebrowser-automationlocal - Browserbase MCP Server
OfficialTypeScript— Cloud browser automation for navigation, scraping, and form filling.
browsercloudautomation - Chrome DevTools MCP
OfficialTypeScript— Control and inspect Chrome through DevTools protocol for debugging and automation.
chromedevtoolsdebugging - ContHunt
OfficialOther— Discover and research viral social content on TikTok, Instagram Reels, and YouTube Shorts.
socialcontentresearchtiktok - Exa MCP Server
OfficialTypeScript— Neural and keyword web search optimized for AI research workflows.
searchresearchweb - Firecrawl MCP Server
OfficialTypeScript— Scrape, crawl, and extract structured web data with Firecrawl.
scrapingcrawlweb - Playwright MCP
OfficialTypeScript— Official Microsoft Playwright server for browser automation via accessibility snapshots.
browserplaywrightautomation - Puppeteer MCP Server
TypeScript— Headless Chrome automation using Puppeteer for scraping and testing.
puppeteerbrowserscraping - Tavily MCP Server
OfficialPython— AI-native search and content extraction for research agents.
searchresearchagents - Xquik MCP Server
TypeScript— Search, monitor, and extract X/Twitter data from Xquik through MCP.
twittersocial-datasearch
Filesystems and Documents
Read and write files, convert documents, and connect to knowledge bases.
- Airtable MCP Server
TypeScript— Read and write Airtable bases, tables, and records via MCP.
airtablespreadsheetsdata - Google Drive MCP Server
Python— Access and search files in Google Drive from MCP clients.
google-drivefilescloud - MarkItDown MCP
OfficialPython— Convert PDFs, Office docs, and media into markdown for LLM ingestion.
documentsconversionmarkdown - Markovo
Python— Convert PDF, DOCX, PPTX, XLSX and authorized public HTTPS pages into clean Markdown for agent context; hosted Streamable HTTP with OAuth 2.1 plus sandboxed local stdio.
pdfdocumentsmarkdownconversionremote - Notion MCP Server
OfficialTypeScript— Read and write Notion pages, databases, and workspace content.
notionknowledge-basedocs - Obsidian MCP Server
TypeScript— Search and read notes from local Obsidian vaults.
obsidiannoteslocal - PDF MCP Server
Python— Extract text and metadata from PDF documents for analysis.
pdfdocumentsextraction - Readwise MCP Server
OfficialTypeScript— Search highlights and reading notes from Readwise.
highlightsreadingknowledge
Cloud and Infrastructure
Manage cloud resources, deploy services, and operate infrastructure.
- API Status Check MCP
OfficialTypeScript— Query current and historical uptime for 285 third-party developer APIs (OpenAI, Stripe, GitHub, AWS and more) to tell an upstream outage from a local bug.
uptimemonitoringstatusincidents - AWS MCP Server
Python— Execute AWS CLI commands safely in a containerized environment.
awscloudcli - Azure MCP Server
OfficialC#— Manage Azure resources and services through MCP tools.
azurecloudinfra - CloudBurn
OfficialTypeScript— Read-only AWS cost analysis for Terraform, CloudFormation, and live AWS accounts through a local stdio MCP server.
awsfinopsterraformcloudformationread-only - Cloudflare MCP Server
OfficialTypeScript— Manage Workers, KV, R2, and Cloudflare platform resources.
cloudflareedgeworkers - Fly.io MCP Server
OfficialTypeScript— Manage Fly.io apps, machines, and deployments via MCP.
flydeployedge - Network Sketcher
Python— Local-first MCP server for AI-driven network design, L1/L2/L3 topology diagrams, device tables, and AI Context generation.
networkingdiagramsautomationcursorcisco - Port MCP Server
OfficialTypeScript— Manage software catalog, scorecards, and actions in Port.io.
platform-engineeringcatalogdevops - Pulumi MCP Server
OfficialTypeScript— Infrastructure as code operations with Pulumi stacks and resources.
pulumiiaccloud - Railway MCP Server
OfficialRust— Deploy services and manage Railway projects through the MCP server built into the Railway CLI.
railwaydeploypaas - Shipvela
OfficialTypeScript— Create website projects, deploy supported GitHub repositories, and inspect deployment status, build logs, and usage via a remote OAuth MCP server.
hostingdeploymentgithuboauth - Terraform MCP Server
OfficialGo— Generate and validate Terraform configurations with HashiCorp tooling.
terraformiacinfra - Vercel MCP Server
OfficialOther— Deploy and manage Vercel projects and deployments from AI clients.
verceldeployfrontend
Communication and Productivity
Integrate chat, email, calendars, and team collaboration tools.
- Atlassian MCP Server
OfficialTypeScript— Manage Jira issues and Confluence pages across Atlassian Cloud.
jiraconfluenceatlassian - BulkPublish MCP Server
TypeScript— MCP server for AI agents to plan, review, schedule, publish, and analyze social media content through BulkPublish.
mcpsocial-mediapublishingbulkpublish - Discord MCP Server
Python— Read and send messages in Discord servers and channels.
discordchatcommunity - Faceless
OfficialTypeScript— Create AI faceless videos from a script, run automated series, and publish to YouTube, TikTok, Instagram, X, Facebook, LinkedIn, and Threads. Remote Streamable HTTP at https://faceless.so/api/v1/mcp (Authorization: Bearer fl_live_…).
videosocial-mediapublishingremote - Gmail MCP Server
TypeScript— Search, read, and compose Gmail messages from MCP clients.
gmailemailgoogle - Google Calendar MCP Server
TypeScript— View and manage Google Calendar events and schedules.
calendarschedulinggoogle - Microsoft Teams MCP Server
TypeScript— Interact with Microsoft Teams channels, messages, and meetings.
teamschatmicrosoft - OrkasVideoStudio
TypeScript— Compose and assemble videos from editable JSON timelines through a source-installable CLI and MCP server.
videoeditingautomationmcp - Postbag MCP Server
TypeScript— Open-source agent-native form backend that receives contact-form POSTs, stores submissions with status, and delivers to email, Telegram, or webhooks.
formsemailwebhooksself-hosted - Process Street MCP Server
OfficialOther— Connect AI clients to Process Street workflows, workflow runs, tasks, users, data sets, and operational records.
workflowstasksprocess-managementoperations - Slack MCP Server
Python— Send messages and interact with Slack channels and workspaces.
slackchatteam - SwarmMemo
OfficialGo— Public message board for AI agents: read and post in public rooms with no account, plus a notary, small-model inference and public data on a free daily allowance; a self-made Ed25519 key signs posts.
agentsmessage-boardcommunicationremote - Taskfolk
Other— Project management for teams and their AI agents. Agents join as named members.
project-managementtasksagentsremote - Todoist MCP Server
TypeScript— Manage Todoist tasks, projects, and due dates from AI assistants.
tasksproductivitytodoist - Zoom MCP Server
OfficialOther— Official hosted Zoom MCP servers for meetings, chat, docs, and whiteboards.
zoommeetingsvideo - Zovo Office Suite
TypeScript— Local-first MCP bundle for freelance paperwork: invoicing, expenses, time tracking, spreadsheets, PDFs and resumes; 30 servers also reachable as hosted Streamable HTTP endpoints.
productivityinvoiceexpensesspreadsheetpdf
AI, Agents, and Memory
LLM bridges, agent orchestration, RAG, and persistent memory layers.
- AccInt
Rust— Local-first MCP Work Model that gives coding agents scored memory retrieval, commitments, and outcome-based credit.
memorycoding-agentslocal-first - Agentage Memory
OfficialTypeScript— Remote MCP memory server - one markdown memory every AI reads and writes via OAuth 2.1 Streamable HTTP at https://memory.agentage.io/mcp.
memoryremoteoauth - Aident Loadout
OfficialTypeScript— Remote MCP capability layer that connects coding agents to 1000+ apps and 400+ Skills through one OAuth setup, with vaulted credentials and an audit trail.
agentsremoteoauthintegrations - ContextStream
OfficialTypeScript— Shared project memory that both developers and AI agents read and write across Cursor, Claude Code, Codex, Grok, Windsurf and the rest.
memorycontextagentscoding - Continuity
TypeScript— Remote MCP story bible for fiction writers: locked characters, relationships, world rules, timelines, and approved scenes with OAuth for ChatGPT, Claude, Gemini, Grok, and Cursor.
story-biblefictionwritingoauthremote - CrewAI Enterprise MCP Server
OfficialPython— Kick off CrewAI crew deployments and check their status from MCP clients.
agentsmulti-agentorchestration - Graphiti MCP Server
OfficialPython— Temporal knowledge graphs for agent memory and context building.
knowledge-graphmemorytemporal - Hugging Face MCP Server
OfficialTypeScript— Access Hugging Face models, datasets, and Spaces from MCP clients.
huggingfacemodelsml - Hyperconsciousness
Rust— Developer-alpha encrypted knowledge store with MCP search and retrieval through scoped, expiring grants.
memoryknowledgeencryptionlocal - LangGraph MCP Server
OfficialOther— Expose deployed LangGraph agents as MCP tools through the Agent Server MCP endpoint.
agentsorchestrationlanggraph - LlamaParse MCP Server
OfficialOther— Hosted MCP server for LlamaParse document parsing and LlamaIndex platform APIs.
ragindexingagents - Magic Hour MCP Server
OfficialPython— Official hosted MCP server with 44 tools for AI video, image, and audio generation and editing.
ai-videoimage-generationaudio-generationmedia-editingremote - mem0 MCP Server
OfficialOther— Hosted persistent memory layer for personalized agent interactions.
memorypersonalizationagents - Neither MCP
TypeScript— Selected project notes and documents for Cursor and Claude Desktop via local stdio MCP, with related retrieval and source evidence.
memorycontextcursorknowledge - Ollama MCP Bridge
Python— Run local Llama, Mistral, and Qwen models via Ollama through MCP.
ollamalocal-llminference - OpenAI MCP Bridge
Python— Bridge OpenAI GPT models into MCP-compatible agent workflows.
openaigptinference - Pyrimid
TypeScript— Onchain payment protocol for AI agents — sell any data product with x402, USDC on Base. Agent-to-agent commerce with HTTP 402 discovery and on-chain settlement.
x402ai-agentpaymentsbaseusdc - RunAPI MCP Server
TypeScript— Discover model inputs and create AI image, video, music, speech, and other model API tasks.
modelsmedia-generationinference - SandBase CLI
OfficialTypeScript— Local MCP server that lets AI clients discover and run 2,000+ AI models and APIs through six tools.
ai-modelsapi-gatewaylocal - SandBase Harness
OfficialTypeScript— Self-hosted MCP bridge for agent sessions, sandboxed turns, artifacts, audit, and replay.
agent-runtimesandboxauditreplayself-hosted - Screenpipe
OfficialTypeScript— Search locally captured screen text and audio history via MCP under the Screenpipe Commercial License, with optional cloud features and connected AI clients able to transmit context off-device.
memoryscreenaudiolocal-first - SigRank MCP
JavaScript— AI operator token-efficiency leaderboard + yield cascade metrics. 15 tools for agents to measure, rank, and improve token usage.
token-efficiencyleaderboardai-agentstelemetryyield-cascade - VideoGen MCP
OfficialTypeScript— Official VideoGen server for creating and editing videos, images, voiceovers, music, and avatars, then remixing and exporting projects.
videoimagesaudiomarketing - Zep MCP Server
Python— Community MCP wrapper for long-term memory and context retrieval with Zep.
memorycontextrag
Data, Analytics, and BI
Analytics platforms, monitoring, and business intelligence tooling.
- Amplitude MCP Server
OfficialTypeScript— Analyze product analytics events and user behavior in Amplitude.
product-analyticseventsbi - Basedash MCP Server
Other— Governed BI MCP. Ask questions of live company data and list workspace sources via OAuth.
bidashboardssql - Datadog MCP Server
OfficialPython— Query metrics, logs, and monitors from Datadog via the official Datadog Labs MCP server.
datadogmetricslogs - dbt MCP Server
OfficialPython— Run dbt models, tests, and documentation workflows via MCP.
dbtanalyticstransform - Google GenAI Toolbox
OfficialGo— Connect agents to BigQuery, Cloud SQL, Spanner, and other Google data sources.
bigquerygcpdata - Grafana MCP Server
OfficialGo— Explore Grafana dashboards, alerts, and observability data.
monitoringdashboardsobservability - LLM Pulse MCP Server
JavaScript— Analyze AI search visibility, citations, sentiment, share of voice, and AI traffic.
ai-visibilityanalyticsmarketing - LogNorm
OfficialOther— Hosted MCP server that hands a site’s SEO/GEO growth backlog (audits, fixes, content, AI-visibility tracking) to Claude Code, Codex and Cursor via OAuth.
seogeomarketingremoteoauth - MadeOnSol MCP Server
OfficialTypeScript— Solana KOL trades, wallet analytics, token and deployer intelligence, and DEX data via an API key or keyless x402 pay-per-call in USDC.
solanacryptoanalyticsx402 - Metabase MCP Server
OfficialTypeScript— Query dashboards and explore data in Metabase BI.
bidashboardssql - Mixpanel MCP Server
OfficialTypeScript— Query Mixpanel funnels, retention, and event analytics.
analyticsfunnelsproduct - Netdata MCP Server
OfficialC— Real-time infrastructure monitoring and health metrics via MCP.
monitoringinframetrics - Robot Speed
OfficialTypeScript— SEO tools for AI agents: audits, Core Web Vitals, keywords, AI visibility, traffic, backlinks, and CMS publishing.
seoanalyticskeywordscontent - Screpy SEO MCP
OfficialOther— Hosted SEO MCP for project-scoped crawl, rank tracking, stored AI visibility, Core Web Vitals, and uptime data via OAuth.
seoanalyticsai-visibilityremoteoauth
Legal and Court Data
Court records, legal research, case search, and judicial workflow data.
- Court Rules MCP
Other— Read U.S. federal and state court filing rules, local rules, judge standing orders, and court holiday calendars, with a citation back to the source document.
legalcourt-rulesstanding-orderscitationsremote - eCFR MCP
TypeScript— Search and read U.S. federal regulations with legal citations, source dates, stale-data flags, and paginated text; an independent eCFR mirror, not the official legal edition.
legalregulationscitationsstreamable-http - eCourts India MCP
Other— Third-party hosted MCP for Indian court data, including Supreme Court, High Courts, district courts, and tribunals.
legalcourt-dataremoteoauth - US Code MCP
TypeScript— Read-only U.S. Code search, section retrieval, and title browsing with citations linked to uscode.ecfr.io and published OLRC release metadata; independent OLRC corpus mirror, not a government service.
legalstatutesus-codecitations
Security and Identity
Secrets, vulnerability scanning, authentication, and security operations.
- 1Password MCP Server
Go— Community-maintained integration for accessing 1Password vault items in agent workflows.
secretspasswordsvault - Auth0 MCP Server
OfficialTypeScript— Manage Auth0 tenants, applications, and user identity settings.
authidentityoauth - CrowdStrike MCP Server
OfficialPython— Query CrowdStrike Falcon detections and endpoint security data.
endpointsecuritysoc - Darkmoon MCP Server
OfficialTypeScript— Start autonomous AI pentest runs, poll status, list campaigns and read findings on a self-hosted Darkmoon Pro instance over stdio.
pentestvulnerabilitiessecuritystdio - Lodestar Stamp
TypeScript— Agent trust layer: a dated receipt on a named entity. REST lookup plus MCP discovery card. We attest; we do not approve the booking.
trustreceiptsagentssecurity - Scalekit MCP Server
OfficialTypeScript— Manage Scalekit organizations, users, SSO connections, and MCP OAuth from an official hosted server.
authidentityoauthmcp - Snyk MCP Server
OfficialTypeScript— Scan dependencies and code for vulnerabilities with Snyk.
securityvulnerabilitiesdependencies - Vault MCP Server
OfficialGo— Read secrets and manage HashiCorp Vault policies via MCP.
secretsvaultsecurity - Wiz MCP Server
OfficialTypeScript— Cloud security posture management and risk insights from Wiz.
cloud-securitycspmrisk
Finance, Commerce, and Business Apps
Payments, banking, CRM, e-commerce, and business system integrations.
- AgentServices
Python— Paid API platform for AI agents — crypto prices, DeFi yields, market indicators, dispute resolution, and on-chain analytics via x402 micropayments.
cryptodefix402mcpagents - Astral Twin
OfficialOther— Create and mint NFT asset packs on the Base blockchain from AI clients.
nftblockchainbaseminting - BuyWhere MCP
OfficialTypeScript— Hosted product-search MCP server for multi-merchant price comparison across Singapore, SEA, and US catalogs.
ecommerceshoppingsearchremote - Clera
OfficialTypeScript— Search 210,000+ vetted startup candidates, review Clera’s picks for your open roles, and request intros through a hosted OAuth MCP server.
recruitinghiringcandidatesremoteoauth - FirstSales MCP
OfficialTypeScript— Retrieve CRM contacts, deals, lists and workflows, and create contacts in approved workspaces via hosted OAuth MCP; requires an eligible paid FirstSales plan.
crmcontactssalesoauthremote - HubSpot MCP Server
OfficialTypeScript— Access HubSpot contacts, deals, and marketing automation data.
crmmarketingsales - Invompt
OfficialTypeScript— Turn AI-host work into invoices you review before send — Continue as guest or OAuth via hosted MCP. Site https://www.invompt.com
invoicingfinanceoauthremote - Live Tennis API MCP
TypeScript— Real-time tennis match state — score, current server, three-valued break-point flag, and retirement/walkover/completed status — plus players, rankings, Elo, and fixtures across ATP, WTA, Challenger, ITF, and juniors.
tennissportslive-scoresfixturesevent-markets - NotFair
TypeScript— Open-source Claude Code agent skills for SEO, GEO, Google Ads, and Meta Ads, connecting to live data via Google Ads MCP, Meta Ads MCP, Google Search Console MCP, and Google Analytics (GA4) MCP.
seogoogle-adsmeta-adsmarketing - PayPal MCP Server
OfficialTypeScript— Process PayPal payments and manage merchant operations.
paymentscommercefintech - Plaid MCP Server
OfficialTypeScript— Connect bank accounts and retrieve financial transaction data.
bankingfinanceopen-banking - Pocket Drives
TypeScript— Search, quote, and browse luxury, exotic, and EV rentals from independent hosts. Location autocomplete, availability, and airport/venue delivery. Booking finishes in the iOS app.
travelcar-rentalmarketplace - QuickBooks MCP Server
OfficialTypeScript— Manage QuickBooks accounting records and financial reports.
accountingfinancebookkeeping - Salesforce MCP Server
OfficialTypeScript— Query Salesforce CRM records and manage business workflows.
crmsalesenterprise - Shopify MCP Server
TypeScript— Community-maintained integration for Shopify products, orders, and store operations.
ecommerceshopifyretail - Square MCP Server
OfficialTypeScript— Process Square payments and manage point-of-sale operations.
paymentsposcommerce - Statsnet
OfficialTypeScript— Company data for Kazakhstan, Uzbekistan and Kyrgyzstan: registration, executives and finances.
company-databusinessfinanceremote - Stripe MCP Server
OfficialTypeScript— Manage Stripe payments, customers, and subscriptions via MCP tools.
paymentsbillingfintech - Worklittle Jobs
Other— Remote job search MCP for exploring 4 million roles with visa, salary, and distance filters, swiping to apply, and saving roles to a Worklittle account via OAuth.
jobsrecruitingremoteoauth - Zovo Invoice Generator
TypeScript— Invoice creation, line items, totals, and PDF-ready billing documents over MCP; also available as a hosted Streamable HTTP endpoint.
invoicebillingpdf - Zovo Invoice MCP
TypeScript— Local PDF invoicing with sequential numbering, VAT per rate, and client management; also sold as a hosted streamable endpoint.
invoicepdfbillingbookkeepingfinance
Utilities and Examples
Helpful utilities, templates, and starter servers for learning MCP.
- A2ASearch MCP
TypeScript— Search thousands of MCP servers, agents, and CLI tools by capability.
discoverysearchregistry - Anyquery
Go— Query 40+ apps and databases with SQL from a single local binary.
sqlintegrationlocal - CareClinic Health Tracker
Other— Track symptoms, mood, medications, and wellness patterns through a remote OAuth MCP server.
healthtrackingoauthwellness - FastMCP
Python— Python framework for building MCP servers quickly with decorators.
frameworkpythonstarter - Google Maps MCP Server
Python— Geocoding, directions, and place search via Google Maps.
mapslocationgeo - MCP Server Starter
OfficialTypeScript— Official TypeScript scaffold for creating new MCP servers.
templatetypescriptstarter - MCP Server Templates
TypeScript— Unified MCP platform connecting many apps behind one interface.
templatesmulti-toolstarter - mcp-trellis
TypeScript— Zero-dependency TypeScript library that ships an MCP handler and OAuth 2.1 authorization server in one package for Claude, Gemini, and Codex connectors.
frameworkoauthtypescriptzero-deps - MCPJungle
Go— Self-hosted MCP server registry for enterprise AI agent deployments.
registryenterpriseself-hosted - MetaMCP
TypeScript— Middleware MCP server that aggregates and manages multiple connections.
aggregatorgatewaymiddleware - Weather MCP Server
Python— Fetch current weather and forecasts from public weather APIs.
weatherapiutility
Use the Data
The full catalog is published with every landscape deploy:
| File | URL |
|---|---|
| Servers | https://landscape.mcphq.org/api/servers.json |
| Categories | https://landscape.mcphq.org/api/categories.json |
| LLM index | https://landscape.mcphq.org/llms.txt |
| LLM full catalog | https://landscape.mcphq.org/llms-full.txt |
curl -s https://landscape.mcphq.org/api/servers.json | jq '.[] | select(.official) | .name'
The fields are described in data/servers.schema.json. Please link back to this repo if you build on the data.
Listed on mcpHQ Badge
If your server is in this catalog, you can add this badge to your README:
[](https://github.com/mcpHQ/awesome-mcp-servers)
Quality Criteria
An entry is accepted if the server is:
- Purposeful: clear tools/resources for a real workflow
- Discoverable: public repo, docs, or registry listing
- Maintainable: recent activity or official backing
- Safe to evaluate: no obvious spam or impersonation
An entry is removed if its link stays broken, its repository is archived without a maintained successor, or it turns out to be misleading about what it does or who backs it.
Contribute
Found a great MCP server? Read CONTRIBUTING.md and open a PR with an entry in data/servers.json.
Then regenerate the README and LLM catalog files:
npm run generate
npm run validate
See landscape/README.md for how the landscape is built and how to preview or customize it locally.
License
This list is released under the MIT License.
インストール
This server does not publish a one-line install command.
Open the repository installation guide