MCP server
Fetch
by Model Context Protocol
A Model Context Protocol server that provides web content fetching capabilities.
developer workflow
Docs reviewed★ 90k
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FIELD NOTES / 001Best MCP Servers for Codex
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MCP server
Filesystem
by Model Context Protocol
Node.js server implementing Model Context Protocol (MCP) for filesystem operations.
developer workflow
Docs reviewed★ 90k
MCP server
Git
by Model Context Protocol
A Model Context Protocol server for Git repository interaction and automation.
code and repositories
Docs reviewed★ 90k
MCP server
Memory
by Model Context Protocol
A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats.
developer workflow
Docs reviewed★ 90k
MCP server
Sequentialthinking
by Model Context Protocol
An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.
developer workflow
Docs reviewed★ 90k
MCP server
Time
by Model Context Protocol
A Model Context Protocol server that provides time and timezone conversion capabilities.
developer workflow
Docs reviewed★ 90k
MCP server
Context7 MCP
by Upstash
Retrieve version-specific library documentation in your agent.
documentationlibraries
Docs reviewed★ 62k
MCP server
Chrome DevTools
by ChromeDevTools
Chrome DevTools for agents (chrome-devtools-mcp) lets your coding agent (such as Antigravity, Claude, Cursor or Copilot) control and inspect a live...
puppeteerchrome-devtools
Docs reviewed★ 52k
MCP server
Playwright MCP
by Microsoft
Inspect and interact with a browser through structured snapshots.
browserplaywright
Docs reviewed★ 37k
MCP server
GitHub MCP Server
by GitHub
Give Codex tools for GitHub repositories, issues and pull requests.
githubissues
Docs reviewed★ 33k
MCP server
Serena
by Oraios AI
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent.
agentai
Docs reviewed★ 30k
MCP server
MCP Toolbox for Databases
by Google APIs
MCP Toolbox for Databases is an open source MCP server for databases.
genaiagent
Docs reviewed★ 16k
MCP server
Figma Context
by Graham Lipsman
MCP server to provide Figma layout information to AI coding agents like Cursor.
aicursor
Docs reviewed★ 16k
MCP server
AWS
by Amazon Web Services - Labs
A suite of specialized MCP servers that help you get the most out of AWS, wherever you use MCP.
awsmcp-client
Docs reviewed★ 9.7k
MCP server
Desktop Commander
by Eduard Ruzga
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities.
agentai
Docs reviewed★ 9.7k
MCP server
GitMCP
by Ido Salomon
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project.
agentic-aiagents
Docs reviewed★ 8.4k
MCP server
Apify
by Apify
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using...
agentsai
Docs reviewed★ 7.8k
MCP server
Firecrawl
by Firecrawl
Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
batch-processingclaude
Docs reviewed★ 7.5k
MCP server
Browser Tools
by AgentDeskAI
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
aianthropic
Docs reviewed★ 7.3k
MCP server
Browser MCP
by Browser MCP
Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser.
browser-automationbrowser-extension
Docs reviewed★ 7.1k
MCP server
Atlassian
by Hyeonsoo Lee
MCP server for Atlassian tools (Confluence, Jira).
atlassianconfluence
Docs reviewed★ 5.9k
MCP server
21st.dev Magic
by 21st Labs
It's like v0, but in your Cursor / Claude Code / Windsurf: search 10,000+ React/Tailwind components, generate new UI with AI, and publish your own —...
21stclaude
Docs reviewed★ 5.9k
MCP server
Playwright (ExecuteAutomation)
by ExecuteAutomation
Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More.
browser and testing
Docs reviewed★ 5.7k
MCP server
Exa
by Exa Labs
Exa MCP for web search and web crawling!
code-searchcodesearch
Docs reviewed★ 5.0k
MCP server
Notion
by Notion
Official Notion MCP Server.
docs and knowledge
Docs reviewed★ 4.6k
MCP server
Obsidian
by Markus Pfundstein
MCP server that interacts with Obsidian via the Obsidian rest API community plugin.
docs and knowledge
Docs reviewed★ 4.4k
MCP server
AntV Chart
by AntV AI Visualization Team
A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
antvllm
Docs reviewed★ 4.4k
MCP server
Cloudflare
by Cloudflare
Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems.
cloud and deployment
Docs reviewed★ 4.2k
MCP server
DBHub
by Bytebase
Token conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite.
aianthropic
Docs reviewed★ 3.5k
MCP server
Grafana
by Grafana Labs
A [Model Context Protocol][mcp] (MCP) server for Grafana.
observability
Docs reviewed★ 3.5k
MCP server
Postgres MCP Pro
by Crystal DBA
Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents.
databases
Docs reviewed★ 3.3k
MCP server
Google Workspace
by Taylor Wilsdon
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI...
aigmail
Docs reviewed★ 3.2k
MCP server
Supabase
by Supabase
Connect Supabase to your AI assistants.
cloud and deployment
Docs reviewed★ 2.9k
MCP server
Bright Data
by Bright Data
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
llmmodelcontextprotocol
Docs reviewed★ 2.7k
MCP server
Tavily
by Tavily AI
Production ready MCP server with real-time search, extract, map & crawl.
web search and scraping
Docs reviewed★ 2.4k
MCP server
MySQL
by Ben Borla
A Model Context Protocol server that provides read-only access to MySQL databases.
databases
Docs reviewed★ 2.1k
MCP server
Kubernetes (containers)
by Containers
Model Context Protocol (MCP) server for Kubernetes and OpenShift.
containerscontext
Docs reviewed★ 2.1k
MCP server
Stripe
by Stripe
One-stop shop for building AI-powered products and businesses with Stripe.
llmllm-agents
Docs reviewed★ 1.8k
MCP server
Language Server
by Phil
Mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.
ailanguage-server-protocol
Docs reviewed★ 1.6k
MCP server
Kubernetes
by Suyog Sonwalkar
MCP Server that can connect to a Kubernetes cluster and manage it. Supports loading kubeconfig from multiple sources in priority order.
infrastructurekubernetes
Docs reviewed★ 1.6k
MCP server
Docker MCP Gateway
by Docker
Docker mcp CLI plugin / MCP Gateway.
cloud and deployment
Docs reviewed★ 1.6k
MCP server
MCP Installer
by Ani Betts
This server is a server that installs other MCP servers for you. Install it, and you can ask Claude to install MCP servers hosted in npm or PyPi for...
developer workflow
Docs reviewed★ 1.5k
MCP server
Qdrant
by Qdrant
An official Qdrant Model Context Protocol (MCP) server implementation.
claudecursor
Docs reviewed★ 1.5k
MCP server
Terraform
by HashiCorp
The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for...
cloud and deployment
Docs reviewed★ 1.5k
MCP server
DuckDuckGo
by Nick Clyde
A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and...
web search and scraping
Docs reviewed★ 1.5k
MCP server
Brave Search
by Brave Software
An MCP server implementation that integrates the Brave Search API, providing comprehensive search capabilities including web search, local business...
web search and scraping
Docs reviewed★ 1.5k
MCP server
MySQL (designcomputer)
by Dana K. Williams
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases.
aimodel-context-protocol
Docs reviewed★ 1.4k
MCP server
Ref
by Ref.
Helping coding agents never make mistakes working with public or private libraries without wasting the context window.
coding-agentdocumentation-tool
Docs reviewed★ 1.2k
MCP server
MongoDB
by mongodb-js
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
mongodbmongodb-atlas
Docs reviewed★ 1.1k
MCP server
Fetcher
by Jaeger
MCP server for fetch web page content using Playwright headless browser.
aiplaywright
Docs reviewed★ 1.1k
MCP server
Neo4j
by Neo4j Contrib
These MCP servers are a part of the Neo4j Labs program. They are developed and maintained by the Neo4j Field GenAI team and welcome contributions...
databaseneo4j
Docs reviewed★ 984
MCP server
JetBrains IDEs
by JetBrains
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio.
idejetbrains
Docs reviewed★ 966
MCP server
ClickHouse
by ClickHouse
Connect ClickHouse to your AI assistants.
databases
Docs reviewed★ 877
MCP server
Jina AI
by Jina AI
A remote Model Context Protocol (MCP) server for the Jina Reader, Search, Embeddings and Reranker APIs.
web search and scraping
Docs reviewed★ 858
MCP server
Sentry
by Sentry
Sentry's MCP service is primarily designed for human-in-the-loop coding agents.
tag-production
Docs reviewed★ 858
MCP server
Fetch (zcaceres)
by Zach Caceres
A flexible HTTP fetching Model Context Protocol server.
web search and scraping
Docs reviewed★ 826
MCP server
Hyperbrowser
by Hyperbrowser
A MCP server implementation for hyperbrowser.
browser and testing
Docs reviewed★ 790
MCP server
Docker
by Christian Kreiling
An MCP server for managing Docker with natural language!
cloud and deployment
Docs reviewed★ 744
MCP server
Obsidian (Stavrakis)
by Steven Stavrakis
A local Model Context Protocol server that lets MCP-compatible assistants safely read and modify explicitly configured Obsidian vaults.
docs and knowledge
Docs reviewed★ 733
MCP server
Elasticsearch
by elastic
The Elasticsearch MCP Server connects your AI agents to Elasticsearch data using the Model Context Protocol (MCP).
elasticsearchvector-database
Docs reviewed★ 719
MCP server
Filesystem (Go)
by Mark III Labs
Go server implementing Model Context Protocol (MCP) for filesystem operations.
developer workflow
Docs reviewed★ 689
MCP server
WCGW
by Aman Rusia
Empowering chat applications to code, build and run on your local machine.
chatgptcustom-gpt
Docs reviewed★ 676
MCP server
SonarQube
by Sonar
Official SonarQube MCP Server for code quality and security in AI agents.
agentai
Docs reviewed★ 655
MCP server
Neon
by neondatabase
MCP server for interacting with Neon Management API and databases.
databases
Docs reviewed★ 648
MCP server
Mermaid
by hustcc
Generate mermaid diagram and chart with AI MCP dynamically. Also you can use.
mermaidmermaidjs
Docs reviewed★ 636
MCP server
Redis
by Redis
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently.
databasegenai
Docs reviewed★ 625
MCP server
dbt
by dbt Labs
A MCP (Model Context Protocol) server for interacting with dbt.
data-analyticsdata-engineering
Docs reviewed★ 609
MCP server
Chroma
by Chroma
A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma.
databases
Docs reviewed★ 597
MCP server
MotherDuck
by MotherDuck
SQL analytics and data engineering for AI Assistants and IDEs.
aiduckdb
Docs reviewed★ 523
MCP server
Prometheus
by Pavel Shklovsky
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
aidevops
Docs reviewed★ 517
MCP server
Docker (QuantGeekDev)
by Alex Andru
A powerful Model Context Protocol (MCP) server for Docker operations, enabling seamless container and compose stack management through Claude AI.
cloud and deployment
Docs reviewed★ 504
MCP server
MCP Alchemy
by Rune Kaagaard
A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB,...
databases
Docs reviewed★ 420
MCP server
Telegram
by Father of chain
Telegram MCP for managing dialogs, messages, drafts, read statuses, and more.
telegrammtproto
Docs reviewed★ 347
MCP server
Snowflake
by Snowflake Labs
MCP Server for Snowflake including Cortex AI, object management, SQL orchestration, semantic view consumption, and more.
data and analytics
Docs reviewed★ 298
MCP server
Git (cyanheads)
by Casey Hand
28 git operations organized into seven categories.
aigit
Docs reviewed★ 240
MCP server
Commands
by Wes Higbee
Model Context Protocol server to run commands (tool: runProcess).
developer workflow
Docs reviewed★ 233
MCP server
PostgreSQL (HenkDz)
by Nour Eddine Hamaidi
A Powerful PostgreSQL MCP server with 14 consolidated database management tools for AI assistants.
databases
Docs reviewed★ 200
MCP server
Meilisearch
by Meilisearch
A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.
agentmeilisearch
Docs reviewed★ 196
MCP server
PayPal
by PayPal
The PayPal Agent Toolkit enables popular agent frameworks including OpenAI's Agent SDK, LangChain, Vercel's AI SDK, and Model Context Protocol (MCP)...
payments and commerce
Docs reviewed★ 193
MCP server
Langfuse
by Langfuse
Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the...
langfusellm
Docs reviewed★ 172
MCP server
SerpApi
by SerpApi
SerpApi MCP Server for Google and other search engine results.
mcp-servers
Docs reviewed★ 171
MCP server
Confluent
by Confluent Inc.
An open-source MCP server that enables AI assistants to interact with Confluent Cloud, Confluent Platform, and standalone Apache Kafka deployments...
data and analytics
Docs reviewed★ 168
MCP server
Weaviate
by Weaviate
Weaviate ships an MCP server inside the main weaviate/weaviate binary, available as a preview from v1.37.1 onward.
databases
Docs reviewed★ 163
MCP server
ScrapeGraphAI
by ScrapeGraphAI
A production-ready Model Context Protocol (MCP) server that provides seamless integration with the ScrapeGraph AI API.
scrapingwebcrawler
Docs reviewed★ 110
MCP server
Twilio
by Twilio Labs
Monorepo providing 1) OpenAPI to MCP Tool generator 2) Exposing all of Twilio's API as MCP Tools.
aitwilio-api
Docs reviewed★ 110
MCP server
CircleCI
by CircleCI Public
A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow.
modelcontextprotocol
Docs reviewed★ 94
MCP server
Heroku
by Heroku
The Heroku Platform MCP Server is a specialized Model Context Protocol (MCP) implementation designed to facilitate seamless interaction between large...
cloud and deployment
Docs reviewed★ 82
MCP server
Slack
by Zencoder
This project includes code originally developed by Anthropic and released under the MIT License.
communication
Docs reviewed★ 75
MCP server
Pinecone
by Pinecone
Connect your Pinecone projects to Cursor, Claude, and other AI assistants.
databases
Docs reviewed★ 72
MCP server
Netlify
by Netlify
Netlify MCP Server follows the Model Context Protocol (MCP) to enable code agents to use the Netlify API and CLI—so they can create new projects,...
cloud and deployment
Docs reviewed★ 63
MCP server
Upstash
by Upstash
Upstash Model Context Server.
databases
Docs reviewed★ 60
MCP server
Filesystem (cyanheads)
by Casey Hand
A Model Context Protocol (MCP) server for platform-agnostic file capabilities, including advanced search/replace and directory tree traversal.
aifilesystem
Docs reviewed★ 51
MCP server
Cloudinary
by Cloudinary
Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems.
media and content
Docs reviewed★ 10
MCP server
Figma MCP Server
by Figma
Bring authorized design context and canvas tools into Codex.
figmadesign
Docs reviewedremote
Documentation reviewed. Runtime compatibility has not been tested. Read our standard.
A little context goes a long way