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
Catalog
Official and Reference Servers
Reference implementations, SDKs, and core protocol tooling from the MCP ecosystem.
- MCP Everything
Official TypeScript — Reference server exposing prompts, resources, and tools for protocol testing.
reference testing official
- MCP Fetch
Official Python — Fetch web content and convert HTML to markdown for LLM consumption.
reference web official
- MCP Filesystem
Official TypeScript — Secure local filesystem access with configurable allowed directories.
reference filesystem official
- MCP Git
Official Python — Read, search, and manipulate Git repositories through MCP tools.
reference git official
- MCP Inspector
Official TypeScript — Visual testing tool for debugging MCP server capabilities and messages.
debugging testing official
- MCP Memory
Official TypeScript — Knowledge graph memory for persistent entities and relationships.
reference memory official
- MCP Python SDK
Official Python — Official Python SDK for building MCP servers and clients.
sdk python official
- MCP Registry
Official Go — Official MCP registry service and API for discovering publicly available MCP servers.
registry discovery official
- MCP Sequential Thinking
Official TypeScript — Structured step-by-step reasoning tool for complex problem solving.
reference reasoning official
- MCP Time
Official Python — Time and timezone conversion utilities for agents and assistants.
reference time official
- MCP TypeScript SDK
Official TypeScript — Official TypeScript SDK for building MCP servers and clients.
sdk typescript official
Databases and Storage
Query, manage, and explore databases, vector stores, and data warehouses.
- Chroma MCP Server
Official Python — Vector search and embedding storage with Chroma collections.
vector embeddings rag
- DBHub
Official Go — Universal database gateway supporting PostgreSQL, MySQL, SQL Server, SQLite, and MariaDB.
sql postgres mysql
- Elasticsearch MCP Server
Official TypeScript — Search and analyze data in Elasticsearch clusters via MCP.
search analytics elastic
- MongoDB MCP Server
Official TypeScript — Query and manage MongoDB databases and collections from AI clients.
mongodb nosql documents
- MotherDuck MCP Server
Official Python — Run analytical SQL queries against local DuckDB files and MotherDuck cloud databases.
analytics sql olap
- Neon MCP Server
Official TypeScript — Manage Neon Postgres databases, branches, and SQL queries via MCP.
postgres serverless sql
- Pinecone MCP Server
Official TypeScript — Manage Pinecone indexes and run semantic vector queries.
vector search rag
- PlanetScale MCP Server
Official TypeScript — Manage PlanetScale MySQL databases, branches, and schema changes.
mysql serverless sql
- Qdrant MCP Server
Official Python — Store and retrieve vectors in Qdrant for RAG workflows.
vector search rag
- Redis MCP Server
Official Python — Read and write Redis keys, lists, and data structures through MCP.
redis cache kv
- Snowflake MCP Server
Official Python — Query Snowflake warehouses and manage data platform resources.
warehouse sql analytics
- SQLite MCP Server
Python — Lightweight SQLite database access for local development workflows.
sqlite local sql
- Supabase MCP Server
TypeScript — Community-maintained integration for Supabase projects, tables, and auth through MCP tools.
postgres backend sql
Repositories, CI/CD, observability, and coding workflows for software teams.
- Harness MCP Server
Official TypeScript — Official Harness.io MCP server for CI/CD pipelines, deployments, GitOps, and platform engineering workflows.
harness cicd devops
- Agent QA
TypeScript — Run natural-language web and mobile regression tests with persistent test memory through CLI and MCP interfaces.
testing regression browser mobile mcp
- API.market MCP Gateway
Official TypeScript — Proprietary hosted OAuth gateway with five tools for API discovery, schemas, execution, usage and subscriptions; free tiers and paid plans vary by API.
api gateway oauth hosted
- ax
TypeScript — Local-first MCP server for querying coding-agent sessions, tool calls, skills, and costs.
observability coding-agents costs
- Communicate
Official TypeScript — List workspace AI agents through a read-only hosted Streamable HTTP MCP server authenticated with OAuth client credentials.
agents customer-support remote oauth
- 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.
agents guardrails linting ci-cd safety
- Context7 MCP
Official TypeScript — Up-to-date library and framework documentation injected into prompts.
docs libraries coding
- Docker MCP Server
Official Go — Manage containers, images, and Docker environments through MCP.
containers devops docker
- E2B MCP Server
Official Other — Secure cloud sandboxes with a built-in MCP gateway for running code and MCP tools in agent workflows.
sandbox code-execution agents
- GitHub MCP Server
Official Go — Official GitHub integration for repos, issues, pull requests, and code search.
github git ci-cd
- GitLab MCP Server
Official Ruby — GitLab Duo MCP server for merge requests, issues, and project management.
gitlab devops issues
- 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.
godot developer-tools code-intelligence claude cursor
- Kleap
Official JavaScript — Create, edit, and publish websites from AI clients through a hosted MCP server.
websites publishing cli agents
- Kubernetes MCP Server
TypeScript — Operate Kubernetes clusters with kubectl-style MCP tools.
kubernetes devops cloud
- Linear MCP Server
Official TypeScript — Create and manage Linear issues, projects, and team workflows.
issues project-management product
- 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.
mcp proxy pool api-keys rate-limiting
- Postman MCP Server
Official TypeScript — Explore and run Postman collections and API workflows from AI clients.
api testing http
- Semgrep MCP Server
Official Python — Run static analysis and security scans on codebases via Semgrep.
security sast code-quality
- Sentry MCP Server
Official TypeScript — Investigate errors, releases, and performance issues in Sentry.
observability errors monitoring
- Sourcegraph Cody MCP
Official TypeScript — Code intelligence and search across large codebases with Cody.
code-search ai enterprise
Browsers, Search, and Web Automation
Browse the web, scrape content, search, and automate browser interactions.
- Apify MCP Server
Official TypeScript — Run Apify Actors and extract web datasets at scale.
scraping actors data
- BGPT MCP
Python — Search full-text scientific papers and return structured evidence for research agents.
search research science literature
- Brave Search MCP Server
Official TypeScript — Privacy-focused web and local search through the Brave Search API.
search privacy web
- Browser MCP
Official TypeScript — Automate a local Chrome browser from MCP-compatible AI clients.
chrome local automation
- browser-buddy
Python — MCP server plus Chrome extension that lets coding agents read the user's real, logged-in browser pages.
chrome browser-automation local
- Browserbase MCP Server
Official TypeScript — Cloud browser automation for navigation, scraping, and form filling.
browser cloud automation
- Chrome DevTools MCP
Official TypeScript — Control and inspect Chrome through DevTools protocol for debugging and automation.
chrome devtools debugging
- ContHunt
Official Other — Discover and research viral social content on TikTok, Instagram Reels, and YouTube Shorts.
social content research tiktok
- Exa MCP Server
Official TypeScript — Neural and keyword web search optimized for AI research workflows.
search research web
- Firecrawl MCP Server
Official TypeScript — Scrape, crawl, and extract structured web data with Firecrawl.
scraping crawl web
- Playwright MCP
Official TypeScript — Official Microsoft Playwright server for browser automation via accessibility snapshots.
browser playwright automation
- Puppeteer MCP Server
TypeScript — Headless Chrome automation using Puppeteer for scraping and testing.
puppeteer browser scraping
- Tavily MCP Server
Official Python — AI-native search and content extraction for research agents.
search research agents
- Xquik MCP Server
TypeScript — Search, monitor, and extract X/Twitter data from Xquik through MCP.
twitter social-data search
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.
airtable spreadsheets data
- Google Drive MCP Server
Python — Access and search files in Google Drive from MCP clients.
google-drive files cloud
- MarkItDown MCP
Official Python — Convert PDFs, Office docs, and media into markdown for LLM ingestion.
documents conversion markdown
- 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.
pdf documents markdown conversion remote
- Notion MCP Server
Official TypeScript — Read and write Notion pages, databases, and workspace content.
notion knowledge-base docs
- Obsidian MCP Server
TypeScript — Search and read notes from local Obsidian vaults.
obsidian notes local
- PDF MCP Server
Python — Extract text and metadata from PDF documents for analysis.
pdf documents extraction
- Readwise MCP Server
Official TypeScript — Search highlights and reading notes from Readwise.
highlights reading knowledge
Cloud and Infrastructure
Manage cloud resources, deploy services, and operate infrastructure.
- API Status Check MCP
Official TypeScript — 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.
uptime monitoring status incidents
- AWS MCP Server
Python — Execute AWS CLI commands safely in a containerized environment.
aws cloud cli
- Azure MCP Server
Official C# — Manage Azure resources and services through MCP tools.
azure cloud infra
- CloudBurn
Official TypeScript — Read-only AWS cost analysis for Terraform, CloudFormation, and live AWS accounts through a local stdio MCP server.
aws finops terraform cloudformation read-only
- Cloudflare MCP Server
Official TypeScript — Manage Workers, KV, R2, and Cloudflare platform resources.
cloudflare edge workers
- Fly.io MCP Server
Official TypeScript — Manage Fly.io apps, machines, and deployments via MCP.
fly deploy edge
- Network Sketcher
Python — Local-first MCP server for AI-driven network design, L1/L2/L3 topology diagrams, device tables, and AI Context generation.
networking diagrams automation cursor cisco
- Port MCP Server
Official TypeScript — Manage software catalog, scorecards, and actions in Port.io.
platform-engineering catalog devops
- Pulumi MCP Server
Official TypeScript — Infrastructure as code operations with Pulumi stacks and resources.
pulumi iac cloud
- Railway MCP Server
Official Rust — Deploy services and manage Railway projects through the MCP server built into the Railway CLI.
railway deploy paas
- Shipvela
Official TypeScript — Create website projects, deploy supported GitHub repositories, and inspect deployment status, build logs, and usage via a remote OAuth MCP server.
hosting deployment github oauth
- Terraform MCP Server
Official Go — Generate and validate Terraform configurations with HashiCorp tooling.
terraform iac infra
- Vercel MCP Server
Official Other — Deploy and manage Vercel projects and deployments from AI clients.
vercel deploy frontend
Communication and Productivity
Integrate chat, email, calendars, and team collaboration tools.
- Atlassian MCP Server
Official TypeScript — Manage Jira issues and Confluence pages across Atlassian Cloud.
jira confluence atlassian
- BulkPublish MCP Server
TypeScript — MCP server for AI agents to plan, review, schedule, publish, and analyze social media content through BulkPublish.
mcp social-media publishing bulkpublish
- Discord MCP Server
Python — Read and send messages in Discord servers and channels.
discord chat community
- Faceless
Official TypeScript — 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_...).
video social-media publishing remote
- Gmail MCP Server
TypeScript — Search, read, and compose Gmail messages from MCP clients.
gmail email google
- Google Calendar MCP Server
TypeScript — View and manage Google Calendar events and schedules.
calendar scheduling google
- Microsoft Teams MCP Server
TypeScript — Interact with Microsoft Teams channels, messages, and meetings.
teams chat microsoft
- OrkasVideoStudio
TypeScript — Compose and assemble videos from editable JSON timelines through a source-installable CLI and MCP server.
video editing automation mcp
- 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.
forms email webhooks self-hosted
- Process Street MCP Server
Official Other — Connect AI clients to Process Street workflows, workflow runs, tasks, users, data sets, and operational records.
workflows tasks process-management operations
- Slack MCP Server
Python — Send messages and interact with Slack channels and workspaces.
slack chat team
- SwarmMemo
Official Go — 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.
agents message-board communication remote
- Taskfolk
Other — Project management for teams and their AI agents. Agents join as named members.
project-management tasks agents remote
- Todoist MCP Server
TypeScript — Manage Todoist tasks, projects, and due dates from AI assistants.
tasks productivity todoist
- Zoom MCP Server
Official Other — Official hosted Zoom MCP servers for meetings, chat, docs, and whiteboards.
zoom meetings video
- 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.
productivity invoice expenses spreadsheet pdf
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.
memory coding-agents local-first
- Agentage Memory
Official TypeScript — Remote MCP memory server - one markdown memory every AI reads and writes via OAuth 2.1 Streamable HTTP at https://memory.agentage.io/mcp.
memory remote oauth
- Aident Loadout
Official TypeScript — 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.
agents remote oauth integrations
- ContextStream
Official TypeScript — Shared project memory that both developers and AI agents read and write across Cursor, Claude Code, Codex, Grok, Windsurf and the rest.
memory context agents coding
- 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-bible fiction writing oauth remote
- CrewAI Enterprise MCP Server
Official Python — Kick off CrewAI crew deployments and check their status from MCP clients.
agents multi-agent orchestration
- Graphiti MCP Server
Official Python — Temporal knowledge graphs for agent memory and context building.
knowledge-graph memory temporal
- Hugging Face MCP Server
Official TypeScript — Access Hugging Face models, datasets, and Spaces from MCP clients.
huggingface models ml
- Hyperconsciousness
Rust — Developer-alpha encrypted knowledge store with MCP search and retrieval through scoped, expiring grants.
memory knowledge encryption local
- LangGraph MCP Server
Official Other — Expose deployed LangGraph agents as MCP tools through the Agent Server MCP endpoint.
agents orchestration langgraph
- LlamaParse MCP Server
Official Other — Hosted MCP server for LlamaParse document parsing and LlamaIndex platform APIs.
rag indexing agents
- Magic Hour MCP Server
Official Python — Official hosted MCP server with 44 tools for AI video, image, and audio generation and editing.
ai-video image-generation audio-generation media-editing remote
- mem0 MCP Server
Official Other — Hosted persistent memory layer for personalized agent interactions.
memory personalization agents
- Neither MCP
TypeScript — Selected project notes and documents for Cursor and Claude Desktop via local stdio MCP, with related retrieval and source evidence.
memory context cursor knowledge
- Ollama MCP Bridge
Python — Run local Llama, Mistral, and Qwen models via Ollama through MCP.
ollama local-llm inference
- OpenAI MCP Bridge
Python — Bridge OpenAI GPT models into MCP-compatible agent workflows.
openai gpt inference
- 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.
x402 ai-agent payments base usdc
- RunAPI MCP Server
TypeScript — Discover model inputs and create AI image, video, music, speech, and other model API tasks.
models media-generation inference
- SandBase CLI
Official TypeScript — Local MCP server that lets AI clients discover and run 2,000+ AI models and APIs through six tools.
ai-models api-gateway local
- SandBase Harness
Official TypeScript — Self-hosted MCP bridge for agent sessions, sandboxed turns, artifacts, audit, and replay.
agent-runtime sandbox audit replay self-hosted
- Screenpipe
Official TypeScript — 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.
memory screen audio local-first
- SigRank MCP
JavaScript — AI operator token-efficiency leaderboard + yield cascade metrics. 15 tools for agents to measure, rank, and improve token usage.
token-efficiency leaderboard ai-agents telemetry yield-cascade
- VideoGen MCP
Official TypeScript — Official VideoGen server for creating and editing videos, images, voiceovers, music, and avatars, then remixing and exporting projects.
video images audio marketing
- Zep MCP Server
Python — Community MCP wrapper for long-term memory and context retrieval with Zep.
memory context rag
Data, Analytics, and BI
Analytics platforms, monitoring, and business intelligence tooling.
- Amplitude MCP Server
Official TypeScript — Analyze product analytics events and user behavior in Amplitude.
product-analytics events bi
- Basedash MCP Server
Other — Governed BI MCP. Ask questions of live company data and list workspace sources via OAuth.
bi dashboards sql
- Datadog MCP Server
Official Python — Query metrics, logs, and monitors from Datadog via the official Datadog Labs MCP server.
datadog metrics logs
- dbt MCP Server
Official Python — Run dbt models, tests, and documentation workflows via MCP.
dbt analytics transform
- Google GenAI Toolbox
Official Go — Connect agents to BigQuery, Cloud SQL, Spanner, and other Google data sources.
bigquery gcp data
- Grafana MCP Server
Official Go — Explore Grafana dashboards, alerts, and observability data.
monitoring dashboards observability
- LLM Pulse MCP Server
JavaScript — Analyze AI search visibility, citations, sentiment, share of voice, and AI traffic.
ai-visibility analytics marketing
- LogNorm
Official Other — 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.
seo geo marketing remote oauth
- MadeOnSol MCP Server
Official TypeScript — Solana KOL trades, wallet analytics, token and deployer intelligence, and DEX data via an API key or keyless x402 pay-per-call in USDC.
solana crypto analytics x402
- Metabase MCP Server
Official TypeScript — Query dashboards and explore data in Metabase BI.
bi dashboards sql
- Mixpanel MCP Server
Official TypeScript — Query Mixpanel funnels, retention, and event analytics.
analytics funnels product
- Netdata MCP Server
Official C — Real-time infrastructure monitoring and health metrics via MCP.
monitoring infra metrics
- Robot Speed
Official TypeScript — SEO tools for AI agents: audits, Core Web Vitals, keywords, AI visibility, traffic, backlinks, and CMS publishing.
seo analytics keywords content
- Screpy SEO MCP
Official Other — Hosted SEO MCP for project-scoped crawl, rank tracking, stored AI visibility, Core Web Vitals, and uptime data via OAuth.
seo analytics ai-visibility remote oauth
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.
legal court-rules standing-orders citations remote
- 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.
legal regulations citations streamable-http
- eCourts India MCP
Other — Third-party hosted MCP for Indian court data, including Supreme Court, High Courts, district courts, and tribunals.
legal court-data remote oauth
- 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.
legal statutes us-code citations
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.
secrets passwords vault
- Auth0 MCP Server
Official TypeScript — Manage Auth0 tenants, applications, and user identity settings.
auth identity oauth
- CrowdStrike MCP Server
Official Python — Query CrowdStrike Falcon detections and endpoint security data.
endpoint security soc
- Darkmoon MCP Server
Official TypeScript — Start autonomous AI pentest runs, poll status, list campaigns and read findings on a self-hosted Darkmoon Pro instance over stdio.
pentest vulnerabilities security stdio
- 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.
trust receipts agents security
- Scalekit MCP Server
Official TypeScript — Manage Scalekit organizations, users, SSO connections, and MCP OAuth from an official hosted server.
auth identity oauth mcp
- Snyk MCP Server
Official TypeScript — Scan dependencies and code for vulnerabilities with Snyk.
security vulnerabilities dependencies
- Vault MCP Server
Official Go — Read secrets and manage HashiCorp Vault policies via MCP.
secrets vault security
- Wiz MCP Server
Official TypeScript — Cloud security posture management and risk insights from Wiz.
cloud-security cspm risk
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.
crypto defi x402 mcp agents
- Astral Twin
Official Other — Create and mint NFT asset packs on the Base blockchain from AI clients.
nft blockchain base minting
- BuyWhere MCP
Official TypeScript — Hosted product-search MCP server for multi-merchant price comparison across Singapore, SEA, and US catalogs.
ecommerce shopping search remote
- Clera
Official TypeScript — Search 210,000+ vetted startup candidates, review Clera's picks for your open roles, and request intros through a hosted OAuth MCP server.
recruiting hiring candidates remote oauth
- FirstSales MCP
Official TypeScript — Retrieve CRM contacts, deals, lists and workflows, and create contacts in approved workspaces via hosted OAuth MCP; requires an eligible paid FirstSales plan.
crm contacts sales oauth remote
- HubSpot MCP Server
Official TypeScript — Access HubSpot contacts, deals, and marketing automation data.
crm marketing sales
- Invompt
Official TypeScript — Turn AI-host work into invoices you review before send — Continue as guest or OAuth via hosted MCP. Site https://www.invompt.com
invoicing finance oauth remote
- 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.
tennis sports live-scores fixtures event-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.
seo google-ads meta-ads marketing
- PayPal MCP Server
Official TypeScript — Process PayPal payments and manage merchant operations.
payments commerce fintech
- Plaid MCP Server
Official TypeScript — Connect bank accounts and retrieve financial transaction data.
banking finance open-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.
travel car-rental marketplace
- QuickBooks MCP Server
Official TypeScript — Manage QuickBooks accounting records and financial reports.
accounting finance bookkeeping
- Salesforce MCP Server
Official TypeScript — Query Salesforce CRM records and manage business workflows.
crm sales enterprise
- Shopify MCP Server
TypeScript — Community-maintained integration for Shopify products, orders, and store operations.
ecommerce shopify retail
- Square MCP Server
Official TypeScript — Process Square payments and manage point-of-sale operations.
payments pos commerce
- Statsnet
Official TypeScript — Company data for Kazakhstan, Uzbekistan and Kyrgyzstan: registration, executives and finances.
company-data business finance remote
- Stripe MCP Server
Official TypeScript — Manage Stripe payments, customers, and subscriptions via MCP tools.
payments billing fintech
- 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.
jobs recruiting remote oauth
- Zovo Invoice Generator
TypeScript — Invoice creation, line items, totals, and PDF-ready billing documents over MCP; also available as a hosted Streamable HTTP endpoint.
invoice billing pdf
- Zovo Invoice MCP
TypeScript — Local PDF invoicing with sequential numbering, VAT per rate, and client management; also sold as a hosted streamable endpoint.
invoice pdf billing bookkeeping finance
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.
discovery search registry
- Anyquery
Go — Query 40+ apps and databases with SQL from a single local binary.
sql integration local
- CareClinic Health Tracker
Other — Track symptoms, mood, medications, and wellness patterns through a remote OAuth MCP server.
health tracking oauth wellness
- FastMCP
Python — Python framework for building MCP servers quickly with decorators.
framework python starter
- Google Maps MCP Server
Python — Geocoding, directions, and place search via Google Maps.
maps location geo
- MCP Server Starter
Official TypeScript — Official TypeScript scaffold for creating new MCP servers.
template typescript starter
- MCP Server Templates
TypeScript — Unified MCP platform connecting many apps behind one interface.
templates multi-tool starter
- 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.
framework oauth typescript zero-deps
- MCPJungle
Go — Self-hosted MCP server registry for enterprise AI agent deployments.
registry enterprise self-hosted
- MetaMCP
TypeScript — Middleware MCP server that aggregates and manages multiple connections.
aggregator gateway middleware
- Weather MCP Server
Python — Fetch current weather and forecasts from public weather APIs.
weather api utility
Use the Data
The full catalog is published with every landscape deploy:
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.
一个人工整理、逐条核对过链接的 Model Context Protocol(MCP)服务器目录——这些工具能让 AI 应用连接数据库、开发工具、浏览器、云服务等各种外部服务。