Independent editorial recommendation directory

Find the MCPs worth using.

MCP100 is an independent, evidence-led editorial index of MCP servers selected to collectively cover important AI workflows and use cases.

Search by task or industry. Explore selected MCPs and watchlist candidates. Review the evidence before you connect.

💡 What is MCP?Model Context Protocol securely bridges LLMs (Claude, Cursor) to databases, APIs & tools.
Common capabilitiesDeveloper ToolsBrowser AutomationSearch & WebData & DatabasesFiles & Knowledge

Official & first-party MCPs covered

Independent editorial coverage. No affiliation or endorsement. All trademarks belong to their respective holders.

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Independent recommendations · No paid placements

MCP100 decision standard

4 evidence dimensions

Evidence before scores. Fit before popularity.

MCP100 is not a popularity ranking. Popularity may trigger editorial review but never guarantees selection. MCP100 does not fill empty seats simply to reach 100.

See how evidence is reviewed →

Task fit

What should it help with?

Match the MCP to a concrete workflow, client, and environment.

Trust evidence

What does the evidence show?

Review identity, permissions, credentials, installation, and known risks.

Maintenance

Is it still cared for?

Keep source reachability and dated repository or package activity visible.

Adoption

Is there real usage?

Use comparable stars and downloads for discovery, never as proof of safety.

Showing 20 of 83 Selected MCPs

MCP100 Selected recommendations

Selected entries are editorial recommendations based on the current record. Evidence gaps remain visible, and selection is not a safety, compatibility, or suitability guarantee.

Review the Admission rules →

Azure MCP Server

Core Selected

Connect agents to Azure resources and more than forty Azure services.

3.7k shared-repository stars537.5k package downloads / 30 daysMetrics updated Sep 24, 2026

microsoft/mcp is a catalog/monorepo containing multiple official Microsoft MCP server implementations; its stars are a shared repository signal, not Azure-MCP-specific adoption. Not used for ranking.

Cloud & DevOpsBest fit: Cloud operationsFirst-party MCP · Microsoft

Industries: Government & Public Sector · Manufacturing & Industrial · Software & Technology

Core evidence reviewed

Evidence reviewed Sep 24, 2026

Chrome DevTools MCP

Core Selected

MCP server for Chrome DevTools

52.5k stars7.9M package downloads / 30 daysMetrics updated Sep 24, 2026
AI & ReasoningBest fit: Specialized workflowsCommunity implementation · io.github.ChromeDevTools

Industries: Software & Technology

Core evidence reviewed

Evidence reviewed Sep 24, 2026

Cloudflare MCP

Core Selected

Access supported Cloudflare developer platform capabilities.

880 starsNo public package download dataMetrics updated Sep 24, 2026
Cloud & DevOpsBest fit: Cloud operationsFirst-party MCP · Cloudflare

Industries: Software & Technology

Core evidence reviewed

Evidence reviewed Sep 24, 2026

Codebase Memory MCP

MCP100 Selected

Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

44.9k stars28k package downloads / 30 daysMetrics updated Sep 25, 2026
Files & KnowledgeBest fit: Local files and knowledgeFirst-party MCP · DeusData

Industries: Software & Technology

Reviewed evidence

Evidence reviewed Sep 25, 2026

Contentful MCP Server

MCP100 Selected

Connect compatible AI clients to Contentful's documented MCP capabilities.

61 stars21.6k package downloads / 30 daysMetrics updated Sep 25, 2026
Content & KnowledgeBest fit: Specialized workflowsFirst-party MCP · Contentful

Industries: Media & Marketing

Reviewed evidence

Evidence reviewed Sep 25, 2026

Context7 MCP

Core Selected

Retrieve current library and framework documentation for coding agents.

62.4k stars3.5M package downloads / 30 daysMetrics updated Sep 24, 2026
Developer ToolsBest fit: Developer workflowsFirst-party MCP · Upstash

Industries: Education & Research · Software & Technology

Core evidence reviewed

Evidence reviewed Sep 24, 2026

Docker MCP Gateway

Core Selected

Discover and run MCP servers through Docker's MCP gateway.

1.6k starsNo public package download dataMetrics updated Sep 24, 2026
Developer ToolsBest fit: Developer workflowsFirst-party MCP · Docker

Industries: Software & Technology

Core evidence reviewed

Evidence reviewed Sep 24, 2026

GitHub MCP

Core Selected

Work with repositories, issues, pull requests, and GitHub workflows.

33.2k starsNo public package download dataMetrics updated Sep 24, 2026
Developer ToolsBest fit: Developer workflowsFirst-party MCP · GitHub

Industries: Education & Research · Software & Technology

Core evidence reviewed

Evidence reviewed Sep 24, 2026

Grafana Cloud MCP

Core Selected

Query Grafana Cloud metrics, logs, dashboards, and observability context.

No public repository starsNo public package download dataUpdated Sep 24, 2026
Monitoring & ObservabilityBest fit: Specialized workflowsFirst-party MCP · Grafana Labs

Industries: Manufacturing & Industrial · Software & Technology

Core evidence reviewed

Evidence reviewed Sep 24, 2026

Hugging Face MCP

Core Selected

Search Hugging Face Hub resources and use explicitly enabled Jobs, sandboxes, and community Space tools.

296 starsNo public package download dataMetrics updated Sep 24, 2026
Search & WebBest fit: Web search and researchFirst-party MCP · Hugging Face

Industries: Education & Research · Media & Marketing · Software & Technology

Core evidence reviewed

Evidence reviewed Sep 24, 2026

Google MCP Toolbox for Databases

Core Selected

Connect MCP clients to enterprise databases with prebuilt or explicitly defined tools.

16.5k starsNo public package download dataMetrics updated Sep 24, 2026
Data & DatabasesBest fit: Working with structured dataFirst-party MCP · Google

Industries: Financial Services & Investing · Healthcare & Life Sciences · Software & Technology

Core evidence reviewed

Evidence reviewed Sep 24, 2026

Perplexity MCP

Core Selected

Connect compatible AI clients to Perplexity's documented MCP capabilities.

2.5k stars135.6k package downloads / 30 daysMetrics updated Sep 24, 2026
Search & WebBest fit: Web search and researchFirst-party MCP · Perplexity

Industries: Education & Research

Core evidence reviewed

Evidence reviewed Sep 24, 2026

Redis MCP

Core Selected

Manage and search Redis data through Redis's MCP server.

628 starsNo public package download dataMetrics updated Sep 24, 2026
Data & DatabasesBest fit: Working with structured dataFirst-party MCP · Redis

Industries: Retail & E-commerce · Software & Technology

Core evidence reviewed

Evidence reviewed Sep 24, 2026

Sentry MCP

Core Selected

Investigate Sentry errors, issues, projects, and telemetry.

858 stars417.2k package downloads / 30 daysMetrics updated Sep 24, 2026
Security & TestingBest fit: Specialized workflowsFirst-party MCP · Sentry

Industries: Software & Technology

Core evidence reviewed

Evidence reviewed Sep 24, 2026

Supabase MCP

Core Selected

Connect AI tools to Supabase projects and development workflows.

2.9k stars406.9k package downloads / 30 daysMetrics updated Sep 24, 2026
Data & DatabasesBest fit: Working with structured dataFirst-party MCP · Supabase

Industries: Software & Technology

Core evidence reviewed

Evidence reviewed Sep 24, 2026

Terraform MCP

MCP100 Selected

Connect compatible AI clients to HashiCorp's documented MCP capabilities.

1.5k stars1.42M OCI pulls · cumulativeMetrics updated Sep 25, 2026
Cloud & DevOpsBest fit: Cloud operationsFirst-party MCP · HashiCorp

Industries: Software & Technology

Reviewed evidence

Evidence reviewed Sep 25, 2026

Exa MCP

Core Selected

Search the web, retrieve pages, find code, and run research workflows through Exa.

5k stars248k package downloads / 30 daysMetrics updated Sep 24, 2026
Search & ResearchBest fit: Specialized workflowsFirst-party MCP · Exa

Industries: Education & Research · Software & Technology

Core evidence reviewed

Evidence reviewed Sep 24, 2026

Google Search Console MCP Server for SEOs

Core Selected

Google Search Console MCP Server for SEOs

1.7k starsNo public package download dataMetrics updated Sep 24, 2026
Other ToolsBest fit: Specialized workflowsCommunity implementation · github:aminforou

Industries: Media & Marketing

Core evidence reviewed

Evidence reviewed Sep 24, 2026

Ghidra MCP Server

Core Selected

A production-ready Model Context Protocol (MCP) server that bridges Ghidra's powerful reverse engineering capabilities with modern AI tools and automation frameworks.

4k starsNo public package download dataMetrics updated Sep 24, 2026
Productivity & CollaborationBest fit: Team productivityCommunity implementation · github:bethington

Industries: Cybersecurity

Core evidence reviewed

Evidence reviewed Sep 24, 2026

browserstack

Core Selected

Run and investigate BrowserStack real-device and browser testing workflows.

152 stars61.5k package downloads / 30 daysMetrics updated Sep 24, 2026
Browser AutomationBest fit: Specialized workflowsFirst-party MCP · ecosystem:browserstack

Industries: Software & Technology

Core evidence reviewed

Evidence reviewed Sep 24, 2026

Three ways to explore

Start with the question you can answer

Find by task

What do you want your AI to accomplish?

Build and test an application

Developer tools, documentation, browser testing, and source control

Search and research the web

Current web search, extraction, crawling, and cited research

Work with company knowledge

Files, notes, documents, and team knowledge bases

Query databases

Read, analyze, and safely operate structured data

Automate GitHub workflows

Repositories, issues, pull requests, and CI activity

Operate cloud infrastructure

Cloud resources, deployments, logs, and observability

Browse by capability

What should the MCP help your AI do?

Developer Tools34Source control, documentation, coding, and developer workflows.Browser Automation4Browser control, testing, screenshots, and page interaction.Search & Web13Web search, crawling, extraction, and current online information.Data & Databases22SQL, NoSQL, analytics, and structured data operations.Files & Knowledge14Documents, notes, local files, memory, and knowledge bases.AI & Reasoning10Planning, reasoning, orchestration, and agent support.Cloud & DevOps19Cloud resources, containers, deployment, and infrastructure.Security & Testing11Error investigation, security checks, quality, and reliability.Productivity & Collaboration23Projects, tasks, team workspaces, and business workflows.Communication2Email, messaging, notifications, and team communication.Finance & Payments14Payments, billing, commerce, and financial operations.Design & Creative8Design systems, visual assets, media, and creative workflows.

Browse by industry

Where will you use it?

Software & Technology132Financial Services & Investing16Healthcare & Life Sciences4Retail & E-commerce19Media & Marketing30Education & Research20Manufacturing & Industrial5Travel, Transportation & Aviation1Government & Public Sector3Legal & Compliance3Telecommunications2Hospitality1Human Resources1Cybersecurity14Professional Services16Sports & Entertainment7

Why trust MCP100?

MCP100 is an independent editorial directory of AI tools and MCP servers. Payment cannot buy a recommendation. Every recommendation is based on practical evaluation, real-world usefulness, long-term maintenance, and how well tools work together—not popularity alone.

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