MCP servers

Every MCP server listed: connectors that give AI agents tools for a service or system.

MarkItDown MCP

File systems

Convert PDFs, Office files and more to Markdown

Stars: ★ 191k
Licence: MIT
Updated: 15 days ago

MCP server
Official

Everything (reference server)

Developer tools

Test server that exercises every MCP feature

Stars: ★ 91.4k
Licence: Apache-2.0 / MIT (MCP licence transition)
Updated: today

MCP server
Official

Fetch (reference server)

Browser and web automation

Fetches a web page and turns it into Markdown for the model

Stars: ★ 91.4k
Licence: Apache-2.0 / MIT (MCP licence transition)
Updated: today

MCP server
Official

Filesystem (reference server)

File systems

Read, write and search files inside folders you allow

Stars: ★ 91.4k
Licence: Apache-2.0 / MIT (MCP licence transition)
Updated: today

MCP server
Official

Git (reference server)

Developer tools

Lets an agent read and work with a local Git repository

Stars: ★ 91.4k
Licence: Apache-2.0 / MIT (MCP licence transition)
Updated: today

MCP server
Official

Memory (reference server)

AI and memory

Simple knowledge-graph memory that persists between chats

Stars: ★ 91.4k
Licence: Apache-2.0 / MIT (MCP licence transition)
Updated: today

MCP server
Official

Sequential Thinking (reference server)

AI and memory

A scratchpad tool for step-by-step reasoning

Stars: ★ 91.4k
Licence: Apache-2.0 / MIT (MCP licence transition)
Updated: today

MCP server
Official

Time (reference server)

Productivity

Current time and time-zone conversion

Stars: ★ 91.4k
Licence: Apache-2.0 / MIT (MCP licence transition)
Updated: today

MCP server
Official

Context7

Developer tools

Current library documentation for coding agents

Stars: ★ 63.3k
Licence: MIT
Updated: today

MCP server
Official

Chrome DevTools MCP

Browser and web automation

Let a coding agent inspect and debug a live Chrome

Stars: ★ 53.8k
Licence: Apache-2.0
Updated: today

MCP server
Official

PostHog MCP

Data and analytics

Feature flags, insights, errors and queries in PostHog

Stars: ★ 40.3k
Licence: MIT (outside ee/)
Updated: today

MCP server
Official

Playwright MCP

Browser and web automation

Microsoft's browser automation server built on Playwright

Stars: ★ 38.4k
Licence: Apache-2.0
Updated: 11 days ago

MCP server
Official

GitHub MCP Server

Developer tools

GitHub's own server for repos, issues, pull requests and Actions

Stars: ★ 33.8k
Licence: MIT
Updated: 4 days ago

MCP server
Official

Graphiti MCP Server

AI and memory

Time-aware knowledge-graph memory from Zep

Stars: ★ 32k
Licence: Apache-2.0
Updated: 2 days ago

MCP server
Official

Blender MCP

Design

Control Blender 3D scenes from an AI assistant

Stars: ★ 31.6k
Licence: MIT
Updated: yesterday

MCP server
Community

Serena

Developer tools

Symbol-level code search and editing for agents

Stars: ★ 30.4k
Licence: GPL-3.0-or-later (SolidLSP part MIT)
Updated: today

MCP server
Community

MCP Toolbox for Databases

Databases

Google's open-source server for many SQL and NoSQL databases

Stars: ★ 16.7k
Licence: Apache-2.0
Updated: 4 days ago

MCP server
Official

Framelink Figma MCP

Design

Give coding agents Figma layout data to build from

Stars: ★ 16k
Licence: MIT
Updated: 3 months ago

MCP server
Community

Apify MCP Server

Browser and web automation

Use thousands of ready-made Apify scrapers from an agent

Stars: ★ 12k
Licence: MIT
Updated: today

MCP server
Official

PAL MCP Server

AI and memory

Let one coding agent consult other models

Stars: ★ 11.8k
Licence: Apache-2.0
Updated: 10 months ago

MCP server
Community

Desktop Commander

Developer tools

Terminal, process and file tools on your own computer

Stars: ★ 10.1k
Licence: MIT
Updated: today

MCP server
Community

AWS MCP Servers (AWS Labs)

Cloud and infra

A large collection of servers for AWS services and docs

Stars: ★ 9.8k
Licence: Apache-2.0
Updated: 3 days ago

MCP server
Official

GitMCP

Developer tools

Turns any public GitHub repo into a docs server

Stars: ★ 8.5k
Licence: Apache-2.0
Updated: 5 months ago

MCP server
Community

Firecrawl MCP Server

Browser and web automation

Scrape, crawl and search the web as clean Markdown

Stars: ★ 7.6k
Licence: MIT
Updated: today

MCP server
Official

XcodeBuildMCP

Developer tools

Build, run and test Apple apps from an agent

Stars: ★ 6.5k
Licence: MIT
Updated: 26 days ago

MCP server
Community

21st.dev Magic MCP

Design

Generate React UI components from a description

Stars: ★ 6.1k
Licence: ISC
Updated: 1 month ago

MCP server
Official

Playwright MCP Server (ExecuteAutomation)

Browser and web automation

Community Playwright server with test-code generation

Stars: ★ 5.7k
Licence: MIT
Updated: 10 months ago

MCP server
Community

Exa MCP Server

Neural web search, page contents and code search

Stars: ★ 5.1k
Licence: MIT
Updated: 12 days ago

MCP server
Official

Notion MCP

Productivity

Search, read and edit your Notion workspace

Stars: ★ 4.7k
Licence: MIT
Updated: 29 days ago

MCP server
Official

mcp-obsidian

Productivity

Read and edit an Obsidian vault via the Local REST API plugin

Stars: ★ 4.5k
Licence: MIT
Updated: 1 month ago

MCP server
Community

Cloudflare MCP servers

Cloud and infra

Hosted servers for Workers, DNS analytics, logs, Radar and more

Stars: ★ 4.4k
Licence: Apache-2.0
Updated: 10 days ago

MCP server
Official

Basic Memory

AI and memory

Local Markdown notes that both you and the AI can edit

Stars: ★ 4.3k
Licence: AGPL-3.0
Updated: today

MCP server
Community

Azure MCP Server

Cloud and infra

One server for storage, Cosmos DB, monitoring and other Azure services

Stars: ★ 3.8k
Licence: MIT
Updated: 3 days ago

MCP server
Official

Grafana MCP Server

Cloud and infra

Search dashboards and query Prometheus and Loki through Grafana

Stars: ★ 3.6k
Licence: Apache-2.0
Updated: today

MCP server
Official

Google Analytics MCP Server

Data and analytics

Ask questions about your GA4 data

Stars: ★ 3.5k
Licence: Apache-2.0
Updated: 17 days ago

MCP server
Official

Postgres MCP Pro

Databases

Postgres access plus health checks and index tuning

Stars: ★ 3.4k
Licence: MIT
Updated: 2 months ago

MCP server
Community

Google Workspace MCP

Productivity

Gmail, Calendar, Drive, Docs and Sheets in one server

Stars: ★ 3.4k
Licence: MIT
Updated: today

MCP server
Community

Markdownify MCP

File systems

Convert PDFs, images, audio, web pages and Office files to Markdown

Stars: ★ 3k
Licence: MIT
Updated: 5 months ago

MCP server
Community

Supabase MCP Server

Databases

Manage Supabase projects, tables, migrations and logs

Stars: ★ 3k
Licence: Apache-2.0
Updated: 3 days ago

MCP server
Official

Bright Data Web MCP

Browser and web automation

Search and scrape sites that block ordinary bots

Stars: ★ 2.7k
Licence: MIT
Updated: yesterday

MCP server
Official

Perplexity MCP Server

Ask Perplexity's search and research models from your agent

Stars: ★ 2.6k
Licence: MIT
Updated: 2 days ago

MCP server
Official

Tavily MCP Server

Search, extract, map and crawl built for agents

Stars: ★ 2.4k
Licence: MIT
Updated: 4 days ago

MCP server
Official

Kubernetes MCP Server (containers)

Cloud and infra

Native Go server for Kubernetes and OpenShift

Stars: ★ 2.2k
Licence: Apache-2.0
Updated: 2 days ago

MCP server
Community

MySQL MCP Server

Databases

Inspect schemas and run queries on MySQL

Stars: ★ 2.2k
Licence: MIT
Updated: 2 months ago

MCP server
Community

Azure DevOps MCP Server

Developer tools

Work items, repos, pipelines and wikis in Azure DevOps

Stars: ★ 2.1k
Licence: MIT
Updated: today

MCP server
Official

Stripe MCP

Finance and payments

Customers, payments, invoices and Stripe docs

Stars: ★ 2k
Licence: MIT
Updated: today

MCP server
Official

Microsoft Learn MCP Server

Developer tools

Search official Microsoft documentation and code samples

Stars: ★ 2k
Licence: Free hosted service (repo docs CC-BY-4.0)
Updated: 1 month ago

MCP server
Official

Slack MCP Server (korotovsky)

Communication

Read and search Slack channels, threads and DMs

Stars: ★ 1.9k
Licence: MIT
Updated: 5 months ago

MCP server
Community

mcp-server-kubernetes

Cloud and infra

Manage a Kubernetes cluster through kubectl and Helm

Stars: ★ 1.6k
Licence: MIT
Updated: 5 days ago

MCP server
Community

Qdrant MCP Server

Databases

Store and recall memories in a Qdrant vector database

Stars: ★ 1.6k
Licence: Apache-2.0
Updated: 2 months ago

MCP server
Official

Terraform MCP Server

Cloud and infra

Terraform Registry lookups and HCP Terraform workflows

Stars: ★ 1.6k
Licence: MPL-2.0
Updated: 4 days ago

MCP server
Official

DuckDuckGo Search MCP

Keyless web search via DuckDuckGo plus page fetching

Stars: ★ 1.5k
Licence: MIT
Updated: 1 month ago

MCP server
Community

Brave Search MCP Server

Web, news, image and local search from Brave's own index

Stars: ★ 1.5k
Licence: MIT
Updated: 14 days ago

MCP server
Official

MongoDB MCP Server

Databases

Query MongoDB and manage Atlas from an agent

Stars: ★ 1.1k
Licence: Apache-2.0
Updated: today

MCP server
Official

Atlassian Rovo MCP Server

Productivity

Jira, Confluence and Compass for your assistant

Stars: ★ 1.1k
Licence: Apache-2.0
Updated: 12 days ago

MCP server
Official

Alpaca MCP Server

Finance and payments

Market data and trading through Alpaca's API

Stars: ★ 1k
Licence: MIT
Updated: 7 days ago

MCP server
Official

Neo4j MCP servers

Databases

Cypher queries, graph memory and Aura management for Neo4j

Stars: ★ 989
Licence: MIT
Updated: 1 month ago

MCP server
Official

Sentry MCP

Developer tools

Pull Sentry errors and issues into your coding agent

Stars: ★ 934
Licence: FSL-1.1-Apache-2.0
Updated: today

MCP server
Official

gcloud MCP Server

Cloud and infra

Run Google Cloud CLI commands through an agent

Stars: ★ 929
Licence: Apache-2.0
Updated: 3 months ago

MCP server
Official

ClickHouse MCP Server

Databases

Run read-only SQL against ClickHouse

Stars: ★ 889
Licence: Apache-2.0
Updated: 4 days ago

MCP server
Official

LINE Bot MCP Server

Communication

Send LINE messages from an agent via the Messaging API

Stars: ★ 789
Licence: Apache-2.0
Updated: today

MCP server
Official

MCP Filesystem Server (Go)

File systems

A Go take on secure local file access

Stars: ★ 692
Licence: MIT
Updated: 10 months ago

MCP server
Community

SonarQube MCP Server

Security

Code quality and security issues from SonarQube

Stars: ★ 665
Licence: SONAR Source-Available License v1.0
Updated: today

MCP server
Official

Neon MCP Server

Databases

Create and query Neon serverless Postgres in plain language

Stars: ★ 654
Licence: MIT
Updated: 4 days ago

MCP server
Official

Redis MCP Server

Databases

Natural-language access to data in Redis

Stars: ★ 637
Licence: MIT
Updated: 6 days ago

MCP server
Official

dbt MCP Server

Data and analytics

Run dbt, explore models and query the semantic layer

Stars: ★ 609
Licence: Apache-2.0
Updated: 4 days ago

MCP server
Official

Chroma MCP Server

Databases

Collections, documents and vector search in Chroma

Stars: ★ 600
Licence: Apache-2.0
Updated: 1 year ago

MCP server
Official

Resend MCP Server

Communication

Send and manage email through Resend

Stars: ★ 576
Licence: MIT
Updated: 3 days ago

MCP server
Official

Todoist AI (MCP)

Productivity

Manage Todoist tasks and projects from an assistant

Stars: ★ 560
Licence: MIT
Updated: today

MCP server
Official

Kagi MCP Server

Kagi search and summariser for your assistant

Stars: ★ 545
Licence: MIT
Updated: 3 months ago

MCP server
Official

MotherDuck / DuckDB MCP Server

Databases

SQL analytics on local DuckDB files or MotherDuck

Stars: ★ 532
Licence: MIT
Updated: 12 days ago

MCP server
Official

Airtable MCP Server

Databases

Read and write Airtable bases, tables and records

Stars: ★ 455
Licence: MIT
Updated: 4 days ago

MCP server
Community

Zapier MCP

Productivity

Connect an assistant to thousands of apps through Zapier

Stars: ★ 443
Licence: MIT
Updated: 2 months ago

MCP server
Official

monday.com MCP

Productivity

Boards, items and updates in monday.com

Stars: ★ 433
Licence: MIT
Updated: today

MCP server
Official

Xero MCP Server

Finance and payments

Accounting data, invoices and contacts in Xero

Stars: ★ 383
Licence: MIT
Updated: 4 months ago

MCP server
Official

Mapbox MCP Server

Data and analytics

Geocoding, places, routing and static maps from Mapbox

Stars: ★ 362
Licence: MIT
Updated: 3 days ago

MCP server
Official

Hugging Face MCP Server

AI and memory

Search models, datasets, papers and Spaces on Hugging Face

Stars: ★ 306
Licence: MIT
Updated: 6 days ago

MCP server
Official

Snowflake MCP Server (Snowflake Labs)

Databases

Cortex search and analyst, SQL and object management for Snowflake

Stars: ★ 300
Licence: Apache-2.0
Updated: 5 months ago

MCP server
Official

Razorpay MCP Server

Finance and payments

Payments, orders, refunds and payouts with Razorpay

Stars: ★ 231
Licence: MIT
Updated: 6 months ago

MCP server
Official

Meilisearch MCP

Databases

Manage indexes, documents and settings in Meilisearch

Stars: ★ 196
Licence: MIT
Updated: 1 month ago

MCP server
Official

PayPal MCP Server

Finance and payments

Invoices, orders, disputes and subscriptions in PayPal

Stars: ★ 196
Licence: Apache-2.0
Updated: 1 month ago

MCP server
Official

Make MCP Server

Productivity

Run your Make scenarios as tools

Stars: ★ 173
Licence: MIT
Updated: 4 months ago

MCP server
Official

Webflow MCP Server

Design

Edit Webflow sites, CMS collections and pages

Stars: ★ 141
Licence: MIT
Updated: 6 months ago

MCP server
Official

DigitalOcean MCP Server

Cloud and infra

Apps, droplets, databases and networking on DigitalOcean

Stars: ★ 138
Licence: MIT
Updated: today

MCP server
Official

Auth0 MCP Server

Security

Manage Auth0 applications, APIs, actions and logs

Stars: ★ 122
Licence: MIT
Updated: 2 months ago

MCP server
Official

Square MCP Server

Finance and payments

Access Square's commerce APIs from an assistant

Stars: ★ 108
Licence: Apache-2.0
Updated: 5 days ago

MCP server
Official

Heroku MCP Server

Cloud and infra

Manage Heroku apps, add-ons, dynos and Postgres

Stars: ★ 82
Licence: Apache-2.0
Updated: 7 days ago

MCP server
Official

Okta MCP Server

Security

Users, groups, apps and policies in Okta

Stars: ★ 73
Licence: Apache-2.0
Updated: 25 days ago

MCP server
Official

Pinecone Developer MCP

Databases

Search Pinecone docs and manage indexes while you code

Stars: ★ 72
Licence: Apache-2.0
Updated: 2 months ago

MCP server
Official

Netlify MCP Server

Cloud and infra

Create, deploy and manage Netlify sites

Stars: ★ 69
Licence: No licence file found
Updated: 6 days ago

MCP server
Official

Mailgun MCP Server

Communication

Send email and read delivery stats with Mailgun

Stars: ★ 62
Licence: Apache-2.0
Updated: 1 month ago

MCP server
Official

Contentful MCP Server

Productivity

Create and edit entries and assets in Contentful

Stars: ★ 61
Licence: MIT
Updated: 2 days ago

MCP server
Official

Buildkite MCP Server

Developer tools

CI pipelines, builds, jobs and test results from Buildkite

Stars: ★ 55
Licence: MIT
Updated: 4 days ago

MCP server
Official

GitGuardian MCP Server

Security

Find and fix hard-coded secrets with GitGuardian

Stars: ★ 40
Licence: MIT
Updated: 5 days ago

MCP server
Official

Adyen MCP Server

Finance and payments

Payment links, sessions, refunds and merchant management for Adyen

Stars: ★ 27
Licence: MIT
Updated: 1 month ago

MCP server
Official

LaunchDarkly MCP Server

Developer tools

Create and change feature flags from your editor

Stars: ★ 27
Licence: MIT
Updated: 14 days ago

MCP server
Official

Figma MCP server

Design

Figma's own server for design context in code editors

Licence: Proprietary
Status: Freemium

MCP server
Official

Linear MCP

Productivity

Find, create and update Linear issues and projects

Licence: Proprietary
Status: Freemium

MCP server
Official

Vercel MCP

Cloud and infra

Vercel's hosted server for projects, deployments and logs

Licence: Proprietary
Status: Freemium

MCP server
Official

More collections

Agent skills38 tools

SKILL.md skills, skill collections and prompt or workflow packs that teach agents how to do a job.

Agent tooling18 tools

Frameworks, SDKs and tools for building agents and running MCP servers.

Official MCP servers79 tools

Servers published by the company behind the service, or by the MCP project itself.

Hosted (remote) MCP servers32 tools

Servers you connect to over HTTP, usually with OAuth sign-in, with nothing to install.

MCP reference servers7 tools

The MCP steering group's reference implementations, good for learning and testing.

Anthropic's skills17 tools

Skills from Anthropic's public anthropics/skills repository.