Awesome MCP Servers

A curated, community-driven list of awesome Model Context Protocol (MCP) servers, tools, frameworks, clients, and utilities. MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations.

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What is MCP?

MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

Tutorials

Community

⚠️ Security Warning

When running MCP servers without proper sandboxing, they can execute arbitrary code on your system with the same permissions as the host process. This creates significant security risks.

Warning summary:

System Access: Full access to files, network, and system resources
Code Execution: Can run commands on your machine
Prompt Injection: Malicious prompts could trigger unintended server actions
Data Exposure: Sensitive data may be accessed or leaked

Best practices:

Use official implementations (marked with ⭐) when available
Run servers in VMs or isolated containers
Review code and configuration before installation
Limit permissions to the minimum required
Monitor server activity and logs

Examples of Supported Clients

Many MCP clients and UIs can connect to servers listed here. Examples include (but are not limited to):

Claude Desktop / Claude clients
Zed
Sourcegraph Cody
Cursor
Visual Studio Code
LibreChat
Various CLI and browser-based clients

(Icons and links for specific clients are commonly shown on the individual server/project pages.)

Legend:

⭐ Official protocol implementation
1,2,3,… Implementation ordering when multiple exist

Reference Servers

These are example/reference servers and core SDK examples demonstrating MCP features.

Everything (Reference / test server with prompts, resources, and tools)
- https://github.com/modelcontextprotocol/servers/blob/main/src/everything
Fetch
- https://github.com/modelcontextprotocol/servers/tree/main/src/fetch
Filesystem
- https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem
Git
- https://github.com/modelcontextprotocol/servers/tree/main/src/git
Memory
- https://github.com/modelcontextprotocol/servers/tree/main/src/memory
Sequential Thinking
- https://github.com/modelcontextprotocol/servers/tree/main/src/sequentialthinking
Time
- https://github.com/modelcontextprotocol/servers/blob/main/src/time

Official Servers

Official integrations are maintained by companies building production-ready MCP servers for their platforms. (Marked with ⭐ when present)

1mcpserver — https://github.com/particlefuture/1mcpserver
21st.dev Magic — https://github.com/21st-dev/magic-mcp
4everland/4everland-hosting-mcp — https://github.com/4everland/4everland-hosting-mcp
Adfin — https://github.com/Adfin-Engineering/mcp-server-adfin
Agent Mindshare — https://agentmindshare.com
AgentQL — https://github.com/tinyfish-io/agentql-mcp
AgentRPC — https://github.com/agentrpc/agentrpc
Aiven — https://github.com/Aiven-Open/mcp-aiven
AlibabaCloud DevOps MCP — https://github.com/aliyun/alibabacloud-devops-mcp-server
Apify Actors — https://github.com/apify/actors-mcp-server
Box — https://github.com/box-community/mcp-server-box (⭐)
Cloudflare — https://github.com/cloudflare/mcp-server-cloudflare (⭐)
GitHub — https://github.com/github/github-mcp-server (official)
Notion — https://github.com/makenotion/notion-mcp (official)
Stripe — https://github.com/stripe/agent-toolkit/tree/main (⭐)
PayPal — https://github.com/paypal/agent-toolkit/tree/main (⭐)
Tinybird — https://github.com/tinybirdco/mcp-tinybird (⭐)
Cloud-run, AWS, Azure, Google offerings — various official MCP servers in the awslabs and Google repos under modelcontextprotocol.

(For a full list of official servers and vendor-maintained implementations, see the “Official Servers” and “Reference Servers” in this document and the linked repos.)

Tools & Utilities

Helpful utilities to discover, install, manage, and work with MCP servers.

Server Managers:

mcp-get — CLI tool to install and manage MCP servers (Claude Desktop oriented) — https://github.com/michaellatman/mcp-get
mxcp — An open-source framework for building secure enterprise MCP tools — http://github.com/raw-labs/mxcp
Remote MCP — Solution for remote MCP communication — https://github.com/ssut/Remote-MCP
yamcp — Model Context Workspace Manager — https://github.com/hamidra/yamcp
ToolHive — Lightweight utility to simplify deployment & management — https://github.com/StacklokLabs/toolhive
MCP Installer — https://github.com/anaisbetts/mcp-installer

Other utilities:

Secure Fetch — secure fetch to prevent access to local resources — https://github.com/appsec-innovation-labs/secure-mcp-fetch
mcp-cli — CLI inspector for MCP servers — https://github.com/wong2/mcp-cli
mcp-get, mcp-installer, and similar utilities to simplify installation and discovery.

Category: File Systems (📂)

Provides access to local or remote file systems with configurable permissions.

Backup — https://github.com/hexitex/MCP-Backup-Server
FileStash — https://github.com/mickael-kerjean/filestash/tree/master/server/plugin/plg_handler_mcp
FileSystem (modelcontextprotocol reference) — https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem (1)
FileSystem (mark3labs) — https://github.com/mark3labs/mcp-filesystem-server (2)
Everything Search — https://github.com/mamertofabian/mcp-everything-search
fast-filesystem-mcp — https://github.com/efforthye/fast-filesystem-mcp
llm-context — https://github.com/cyberchitta/llm-context.py

Category: Sandbox & Virtualization (📦)

Secure sandbox environments for code execution.

Microsandbox (⭐) — https://github.com/microsandbox/microsandbox
E2B (⭐) — https://github.com/e2b-dev/mcp-server
Docker (QuantGeekDev) — https://github.com/QuantGeekDev/docker-mcp

Category: Version Control (🔄)

Git and version control related MCP servers.

GitHub (1) — https://github.com/github/github-mcp-server (official)
GitHub Repos Manager — https://github.com/kurdin/github-repos-manager-mcp
GitLab — https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab
Git (direct) — https://github.com/modelcontextprotocol/servers/tree/main/src/git
Phabricator — https://github.com/baba786/phabricator-mcp-server
Gitingest-MCP — https://github.com/puravparab/Gitingest-MCP

Category: Cloud Storage (☁️)

Access to cloud storage platforms.

Google Drive — https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive
Box (⭐) — https://developer.box.com/guides/box-mcp/
VideoDB (agent-toolkit) — https://github.com/video-db/agent-toolkit/tree/main/modelcontextprotocol (⭐)
Microsoft 365 — https://github.com/softeria/ms-365-mcp-server

Category: Databases (🗄️)

Database access with schema inspection and query capabilities.

PostgreSQL — https://github.com/modelcontextprotocol/servers/tree/main/src/postgres
SQLite — https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite
DuckDB — https://github.com/ktanaka101/mcp-server-duckdb
Excel — https://github.com/haris-musa/excel-mcp-server
BigQuery — https://github.com/LucasHild/mcp-server-bigquery (1) & https://github.com/ergut/mcp-bigquery-server (2)
Neon (⭐) — https://github.com/neondatabase/mcp-server-neon
Qdrant (⭐) — https://github.com/qdrant/mcp-server-qdrant/
MongoDB — https://github.com/kiliczsh/mcp-mongo-server
MongoDB Lens — https://github.com/furey/mongodb-lens
MySQL — https://github.com/designcomputer/mysql_mcp_server
Airtable — https://github.com/domdomegg/airtable-mcp-server
Snowflake — https://github.com/isaacwasserman/mcp-snowflake-server
DBUtils — https://github.com/donghao1393/mcp-dbutils
TiDB — https://github.com/c4pt0r/mcp-server-tidb
NocoDB — https://github.com/edwinbernadus/nocodb-mcp-server
Couchbase (⭐) — https://github.com/Couchbase-Ecosystem/mcp-server-couchbase
Redis (⭐) — https://github.com/redis/mcp-redis
Many other DB-specific servers are listed in Community Servers.

Category: Communication (💬)

Integration with chat and messaging platforms.

Slack — https://github.com/korotovsky/slack-mcp-server
LINE Official Account (⭐) — https://github.com/line/line-bot-mcp-server
Linear — https://github.com/jerhadf/linear-mcp-server
Atlassian — https://github.com/sooperset/mcp-atlassian
Carbon Voice (⭐) — https://github.com/PhononX/cv-mcp-server
ntfy — https://github.com/gitmotion/ntfy-me-mcp

Category: Monitoring (📈)

Access observability and monitoring systems.

Metoro — https://github.com/metoro-io/metoro-mcp-server
Raygun — https://github.com/MindscapeHQ/mcp-server-raygun
Sentry — https://github.com/modelcontextprotocol/servers/tree/main/src/sentry
sslmon — https://github.com/firesh/sslmon-mcp
Signoz — https://github.com/DrDroidLab/signoz-mcp-server
VictoriaMetrics — https://github.com/VictoriaMetrics-Community/mcp-victoriametrics

Category: Search & Web (🔍)

Web fetching, scraping, and search.

Puppeteer — https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer
Brave Search — https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search
Bright Data — https://github.com/luminati-io/brightdata-mcp
Dumpling AI — https://github.com/Dumpling-AI/mcp-server-dumplingai
Fetch — https://github.com/modelcontextprotocol/servers/tree/main/src/fetch
Kagi Search — https://github.com/ac3xx/mcp-servers-kagi
Exa Search (⭐) — https://github.com/exa-labs/exa-mcp-server
NYTimes — https://github.com/angheljf/nyt
Google News — https://github.com/ChanMeng666/server-google-news
Scrapeless — https://github.com/scrapeless-ai/scrapeless-mcp-server
Search1API — https://github.com/fatwang2/search1api-mcp
RivalSearchMCP — https://github.com/damionrashford/RivalSearchMCP
Tavily — https://github.com/Tomatio13/mcp-server-tavily
ArXiv — https://github.com/blazickjp/arxiv-mcp-server
PapersWithCode — https://github.com/hbg/mcp-paperswithcode
Playwright — https://github.com/executeautomation/mcp-playwright
Websearch (SearXNG) — https://github.com/mnhlt/WebSearch-MCP and https://github.com/ihor-sokoliuk/mcp-searxng
Apify Actors & RAG Web Browser — https://github.com/apify/actors-mcp-server and https://github.com/apify/mcp-server-rag-web-browser
Scrapeless and many web-scraping-focused MCP servers are listed in Community Servers.

Category: Location Services (🗺️)

Mapping and geolocation.

Campertunity — https://github.com/campertunity/mcp-server
Google Maps — https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps
IPLocate — https://github.com/iplocate/mcp-server-iplocate
IP2Location.io — https://github.com/ip2location/mcp-ip2location-io
QGIS — https://github.com/jjsantos01/qgis_mcp

Category: Marketing (🎯)

Marketing and analytics tools.

Agent Mindshare — https://agentmindshare.com
Open Strategy Partners Marketing Tools — https://github.com/open-strategy-partners/osp_mark
Fathom Analytics — https://github.com/mackenly/mcp-fathom-analytics
Facebook Ads — https://github.com/gomarble-ai/facebook-ads-mcp-server
Google Ads — https://github.com/gomarble-ai/google-ads-mcp-server

Category: Note Taking (📝)

Personal knowledge and notes integrations.

eBook-mcp — https://github.com/onebirdrocks/ebook-mcp
Obsidian (1/2) — https://github.com/MarkusPfundstein/mcp-obsidian and https://github.com/calclavia/mcp-obsidian
Notion (1/2) — https://github.com/danhilse/notion_mcp and https://github.com/suekou/mcp-notion-server
Apple Notes — https://github.com/sirmews/apple-notes-mcp (macOS)
Slite — https://github.com/fajarmf/slite-mcp
Todoist — https://github.com/abhiz123/todoist-mcp-server
Google Keep — https://github.com/feuerdev/keep-mcp

Category: Cloud Platforms (⚡)

Cloud vendors and orchestration.

Cloudflare (⭐) — https://github.com/cloudflare/mcp-server-cloudflare
Kubernetes (multiple implementations) — https://github.com/strowk/mcp-k8s-go (1), https://github.com/weibaohui/k8m (2), https://github.com/StacklokLabs/mkp (3)
Tinybird (⭐) — https://github.com/tinybirdco/mcp-tinybird
Google Cloud Run — https://github.com/GoogleCloudPlatform/cloud-run-mcp
Render — https://render.com/docs/mcp-server

Category: Workflow Automation (⚙️)

Automation platforms and workflow tools.

Make (⭐) — https://github.com/integromat/make-mcp-server
Taskade (⭐) — https://github.com/taskade/mcp
Zapier — https://zapier.com/mcp
Pipedream — https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol
Tool aggregators like Rube, Rube/Composio and MCPJungle are listed in Aggregators.

Category: System Automation (🤖)

Shell, OS, and task automation.

Shell (wcgw) — https://github.com/rusiaaman/wcgw
Windows CLI — https://github.com/SimonB97/win-cli-mcp
Windows Control — https://github.com/Cheffromspace/nutjs-windows-control
Command Line — https://github.com/phialsbasement/cmd-mcp-server
Apple Shortcuts — https://github.com/recursechat/mcp-server-apple-shortcuts

Social platforms integration.

BlueSky — https://github.com/keturiosakys/bluesky-context-server
YouTube — https://github.com/anaisbetts/mcp-youtube and https://github.com/kimtaeyoon83/mcp-server-youtube-transcript
Spotify — https://github.com/varunneal/spotify-mcp
TikTok — https://github.com/Seym0n/tiktok-mcp
Instagram DMs — https://github.com/trypeggy/instagram_dm_mcp
X/Twitter — https://github.com/mbelinky/x-mcp-server

Category: Gaming (🎮)

Game engines and tooling.

Unity Engine (various) — https://github.com/IvanMurzak/Unity-MCP, https://github.com/CoderGamester/mcp-unity, https://github.com/codemaestroai/advanced-unity-mcp

Category: Finance (💹)

Payments, market data, and finance tools.

Octagon (⭐) — https://github.com/OctagonAI/octagon-mcp-server
CoinMarket — https://github.com/anjor/coinmarket-mcp-server
Chargebee (⭐) — https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol
DexPaprika (⭐) — https://github.com/donbagger/dexpaprika-mcp-server
Mercado Pago — https://mcp.mercadopago.com/
PayPal (⭐) — https://github.com/paypal/agent-toolkit
Stripe (⭐) — https://github.com/stripe/agent-toolkit
LongPort OpenAPI (⭐) — https://github.com/longportapp/openapi/tree/main/mcp

Category: Research & Data (🧬)

Papers, datasets, and domain data.

ArXiv — https://github.com/blazickjp/arxiv-mcp-server
Ancestry — https://github.com/reeeeemo/ancestry-mcp
Probe.dev — https://mcp.probe.dev
OpenNutrition — https://github.com/deadletterq/mcp-opennutrition
Congress (legislative data) — https://github.com/amurshak/congressMCP

Category: AI Services (🤝)

AI model & ML service integrations.

Agentset AI — https://github.com/agentset-ai/mcp-server
OpenAI — https://github.com/pierrebrunelle/mcp-server-openai
OpenAI Compatible Chat — https://github.com/pyroprompts/any-chat-completions-mcp
Perplexity — https://github.com/tanigami/mcp-server-perplexity
LlamaCloud — https://github.com/run-llama/mcp-server-llamacloud
HuggingFace Spaces — https://github.com/evalstate/mcp-hfspace
PiAPI — https://github.com/apinetwork/piapi-mcp-server
Chronulus AI — https://github.com/ChronulusAI/chronulus-mcp
Creatify — https://github.com/TSavo/creatify-mcp
ZenML (⭐) — https://github.com/zenml-io/mcp-zenml

Category: Development Tools (💻)

Developer-focused MCP servers and tools.

CentralMind/Gateway — https://github.com/centralmind/gateway
Currents (⭐) — https://github.com/currents-dev/currents-mcp
Octocode — https://github.com/bgauryy/octocode-mcp
OpenAPI Schema Explorer — https://github.com/kadykov/mcp-openapi-schema-explorer
OpenRPC — https://github.com/shanejonas/openrpc
Postman — https://github.com/delano/postman-mcp-server
QA Sphere (⭐) — https://github.com/Hypersequent/qasphere-mcp
marimo (⭐) — https://github.com/marimo-team/codemirror-mcp
Figma — https://github.com/GLips/Figma-Context-MCP
Comet Opik (⭐) — https://github.com/comet-ml/opik-mcp
VSCode Devtools — https://github.com/biegehydra/BifrostMCP
Mastra/mcp (⭐) — https://github.com/mastra-ai/mastra/tree/main/packages/mcp
Bucket — https://github.com/bucketco/bucket-javascript-sdk/tree/main/packages/cli#model-context-protocol
DefangLabs/defang — https://github.com/DefangLabs/defang
many others in Community Servers and Official Servers

Category: Data Visualization (📊)

Charting and diagram tools.

VegaLite — https://github.com/isaacwasserman/mcp-vegalite-server
Chart (AntV) — https://github.com/antvis/mcp-server-chart
ECharts — https://github.com/hustcc/mcp-echarts
Mermaid — https://github.com/hustcc/mcp-mermaid
unified-diff-mcp — https://github.com/gorosun/unified-diff-mcp

Category: Identity (🆔)

Identity and access management.

Keycloak — https://github.com/ChristophEnglisch/keycloak-model-context-protocol

Category: Aggregators (🔗)

Single MCP endpoints that expose many integrations.

MCPJungle — https://github.com/mcpjungle/MCPJungle
Rube — https://rube.composio.dev
Pipedream — https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol
Zapier — https://zapier.com/mcp
Plugged.in — https://github.com/VeriTeknik/pluggedin-mcp-proxy
MCP Aggregator / Combine — https://github.com/nazar256/combine-mcp
Magg — https://github.com/sitbon/magg

Category: Language & Translation (💬)

Translation and language services.

Lara (⭐) — https://github.com/translated/lara-mcp

Category: Security (🔒)

Security-focused servers and scanning tools.

Semgrep — https://github.com/semgrep/mcp
Microsoft Entra ID — Microsoft-related MCPs for identity
Netwrix (⭐) — https://github.com/netwrix/mcp-server-naa
OSV — https://github.com/StacklokLabs/osv-mcp
Vulert — https://vulert.com
Thales / CDSP servers — various MCP integrations for secrets & keys

Category: IoT (🔌)

MCP servers for device and IoT integration.

Coreflux MQTT — https://github.com/CorefluxCommunity/CorefluxMCPServer

Category: Art & Literature (🧑‍🎨)

Books, libraries, and creative tools.

MCP Open Library — https://github.com/8enSmith/mcp-open-library
Pollinations — https://github.com/pollinations/model-context-protocol

Category: E-Commerce (🛒)

Commerce and marketplace integrations.

Mercado Libre — https://mcp.mercadolibre.com/
ShopSavvy (⭐) — https://github.com/shopsavvy/shopsavvy-mcp-server

Category: Data Platforms (📦)

Orchestration and data pipeline platforms.

Keboola (⭐) — https://github.com/keboola/keboola-mcp-server

Category: Robotics & Physical AI (🤖)

Robotics and device control.

Bagel — https://github.com/Extelligence-ai/bagel

Community Servers

A broad collection of community-maintained MCP servers (selected highlights — many more are available in the ecosystem):

AllInOneMCP / MCP Discovery / MCP of MCPs — https://github.com/particlefuture/MCPDiscovery
Airtable — https://github.com/domdomegg/airtable-mcp-server
Agentset — https://github.com/agentset-ai/mcp-server
Alertmanager — https://github.com/ntk148v/alertmanager-mcp-server
Algorand — https://github.com/GoPlausible/algorand-mcp
Android MCP — https://github.com/minhalvp/android-mcp-server
AniList — https://github.com/yuna0x0/anilist-mcp
AnkiConnect — https://github.com/spacholski1225/anki-connect-mcp
APISIX-MCP — https://github.com/api7/apisix-mcp
Apple Notes — https://github.com/RafalWilinski/mcp-apple-notes
Apple Shortcuts — https://github.com/recursechat/mcp-server-apple-shortcuts
AWS EC2 Pricing — https://github.com/trilogy-group/aws-pricing-mcp
Backup — https://github.com/hexitex/MCP-Backup-Server
Basecamp — https://github.com/georgeantonopoulos/Basecamp-MCP-Server
BigQuery servers — https://github.com/LucasHild/mcp-server-bigquery and https://github.com/ergut/mcp-bigquery-server
Binary Ninja integration — https://github.com/fosdickio/binary_ninja_mcp
Bing Webmaster Tools — https://github.com/isiahw1/mcp-server-bing-webmaster
Bluesky — https://github.com/keturiosakys/bluesky-context-server
BloodHound-MCP — https://github.com/MorDavid/BloodHound-MCP-AI
Box community server — https://github.com/hmk/box-mcp-server
Browser MCPs — multiple implementations for local and remote browser automation
bytebase/dbhub — https://github.com/bytebase/dbhub
Calculator — https://github.com/githejie/mcp-server-calculator
CalDAV MCP — https://github.com/dominik1001/caldav-mcp
Context-aware & discovery servers (context-awesome, ref, etc.)
Currents — https://github.com/currents-dev/currents-mcp
DINO-X, Digma, Driflyte, DreamFactory, Dash0, DB-specific servers, and many more.

(For the exhaustive long list of community servers and links, refer to the aggregated listings in community and official sections across the MCP ecosystem. This README collects and organizes the major categories and many example projects; the community maintains a rapidly growing set of servers — check the linked repos for the latest.)

Clients

Clients and UI tools that consume MCP servers:

MBro — https://github.com/sitbon/magg/blob/main/docs/mbro.md
mcp-cli — https://github.com/wong2/mcp-cli
mcp-client — https://github.com/rakesh-eltropy/mcp-client
MCP-Bridge — https://github.com/SecretiveShell/MCP-Bridge
MCP-Chatbot (⭐ CLI) — https://github.com/3choff/mcp-chatbot
Zed — https://github.com/zed-industries/zed
genkit — https://github.com/firebase/genkit
Continue — https://github.com/continuedev/continue
gpt-computer-assistant — https://github.com/Upsonic/gpt-computer-assistant
MCP-Connect — https://github.com/EvalsOne/mcp-connect
codemirror-mcp — https://github.com/marimo-team/codemirror-mcp
LibreChat — https://www.librechat.ai/
mcphub.nvim — https://github.com/ravitemer/mcphub.nvim
Nerve — https://github.com/evilsocket/nerve
Shinkai — http://github.com/dcSpark/shinkai-apps/
mcps-playground — https://mcpsplayground.com/chat

Frameworks

Frameworks and scaffolding for building MCP servers:

create-mcp-ts — https://github.com/stephencme/create-mcp-ts
LiteMCP — https://github.com/wong2/litemcp
mcp-framework — https://github.com/QuantGeekDev/mcp-framework
MCP Plexus — https://github.com/super-i-tech/mcp_plexus
oatpp-mcp — https://github.com/oatpp/oatpp-mcp
centralmind/gateway — https://github.com/centralmind/gateway
ToolHive — https://github.com/Stacklok/toolhive
many others to simplify server creation, type-safety, and security best practices

Notes & Recommendations

Always run untrusted or community MCP servers in an isolated environment (container or VM) and restrict access to sensitive resources.
Prefer official vendor-maintained servers (marked with ⭐) for production use.
Check each server repo for documentation about transports (stdio, SSE, HTTP), authentication, and example clients.
This ecosystem evolves rapidly — many new servers, clients, and frameworks are added frequently. If you maintain a server, ensure the repo has clear installation and security instructions.