MCP100 Index and review queue

Find reviewed MCPs without confusing popularity for trust.

Selected entries meet MCP100's published evidence standard for a defined use case. Each profile keeps task fit, trust, maintenance, and popularity evidence separate. Popularity can trigger a review, but it cannot override a security veto.

How selection works →

Watchlist candidates

54 results · 0 selected · 54 watchlist

AgentPhone

Watchlist

Give AI agents real phone numbers, messages, and voice calls via MCP.

115 stars663 30-day package downloadsUpdated Jun 25, 2026
CommunicationBest fit: Specialized workflowsCommunity implementation · io.github.AgentPhone-AI

Industries: Telecommunications

Decision caution

Evidence reviewed Aug 14, 2026

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

1.4k starsNo public package download dataUpdated Aug 11, 2026
Search & ResearchBest fit: Specialized workflowsFirst-party MCP · Brave

Industries: Education & Research

Decision caution

Evidence reviewed Aug 14, 2026

Build and query a semantic graph of a software codebase.

61 stars5.5k 30-day package downloadsUpdated Aug 10, 2026
Developer ToolsBest fit: Developer workflowsFirst-party MCP · CodeGraph AI

Industries: Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

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

58 stars19.3k 30-day package downloadsUpdated Aug 7, 2026
Content & KnowledgeBest fit: Specialized workflowsFirst-party MCP · Contentful

Industries: Media & Marketing

Decision caution

Evidence reviewed Aug 14, 2026

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

234 stars6.8k Weekly downloads · zPlatform · Third-party38.2k last-month downloads · PyPI Stats · Third-partyUpdated Aug 10, 2026
SecurityBest fit: Specialized workflowsFirst-party MCP · CrowdStrike

Industries: Cybersecurity

Decision caution

Evidence reviewed Aug 14, 2026

Query transparent financial ratios, models, market data, and economic indicators through the Finance Toolkit MCP server.

5.2k shared-repository stars41.3k last-month downloads · PyPI Stats · Third-partyUpdated Jul 14, 2026

Shared or parent metric is non-comparable. Not used for ranking.

Finance & PaymentsBest fit: Specialized workflowsFirst-party MCP · Jeroen Bouma

Industries: Financial Services & Investing · Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

Godot MCP

Watchlist

MCP server for full Godot 4.x engine control with 165 tools for AI-driven game development

407 stars280 30-day package downloadsUpdated Mar 7, 2026
Other ToolsBest fit: Specialized workflowsCommunity implementation · io.github.tugcantopaloglu

Industries: Sports & Entertainment

Decision caution

Evidence reviewed Aug 14, 2026

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

966 stars48k 30-day package downloadsUpdated Jun 16, 2026
Productivity & CollaborationBest fit: Team productivityFirst-party MCP · Microsoft

Industries: Professional Services

Decision caution

Evidence reviewed Aug 14, 2026

Use store-specific hosted MCP endpoints for shopping, cart, and checkout workflows.

No public repository starsNo public package download dataUpdate date unavailable
Retail & E-commerceBest fit: Specialized workflowsFirst-party MCP · BigCommerce

Industries: Retail & E-commerce

Decision caution

Evidence reviewed Jul 30, 2026

Read and search PDFs with structured text, tables, OCR evidence, and page citations.

891 starsNo public package download dataUpdated Aug 7, 2026
Files & KnowledgeBest fit: Local files and knowledgeFirst-party MCP · SylphxAI

Industries: Education & Research · Legal & Compliance

Decision caution

Evidence reviewed Aug 14, 2026

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

27 starsNo public package download dataUpdated Aug 14, 2026
Cloud & DevOpsBest fit: Cloud operationsFirst-party MCP · LaunchDarkly

Industries: Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

Neon MCP

Watchlist

Manage Neon Postgres projects, branches, databases, migrations, and queries.

624 stars6.4k 30-day package downloadsUpdated Sep 16, 2025
Data & DatabasesBest fit: Working with structured dataFirst-party MCP · Neon

Industries: Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

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

75 stars25.6k Weekly downloads · zPlatform · Third-partyNo public package download dataUpdated Jul 15, 2026
Monitoring & ObservabilityBest fit: Specialized workflowsFirst-party MCP · PagerDuty

Industries: Cybersecurity

Decision caution

Evidence reviewed Aug 14, 2026

onion access, blockchain intel, exploit search, stealer logs, malware analysis — unified into a single MCP server.

307 starsNo public package download dataUpdated Aug 11, 2026
Security & TestingBest fit: Specialized workflowsCommunity implementation · github:badchars

Industries: Cybersecurity

Decision caution

Evidence reviewed Aug 14, 2026

Figma MCP Bridge

484 starsNo public package download dataUpdated Aug 10, 2026
Design & CreativeBest fit: Specialized workflowsCommunity implementation · github:gethopp

Industries: Media & Marketing

Decision caution

Evidence reviewed Aug 14, 2026

groq

Watchlist

Use Groq inference and multimodal workflows through an official MCP server.

43 starsNo public package download dataUpdated Aug 13, 2026
AI & ReasoningBest fit: Specialized workflowsFirst-party MCP · ecosystem:groq

Industries: Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

Expose Jenkins jobs, builds, logs, and approved automation through an installed MCP plugin.

105 starsNo public package download dataUpdated Aug 14, 2026
Automation & WorkflowsBest fit: Specialized workflowsFirst-party MCP · ecosystem:jenkins-mcp-plugin

Industries: Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

Attio MCP

Watchlist

Read and update authorized Attio CRM objects, records, lists, and notes.

No public repository starsNo public package download dataUpdate date unavailable
CRM & Customer OperationsBest fit: Specialized workflowsFirst-party MCP · Attio

Industries: Professional Services · Software & Technology

Decision caution

Evidence reviewed Jul 30, 2026

Run managed browser sessions through Browserbase's hosted MCP endpoint.

No public repository starsNo public package download dataUpdate date unavailable
Browser AutomationBest fit: Specialized workflowsFirst-party MCP · Browserbase

Industries: Software & Technology

Decision caution

Evidence reviewed Jul 30, 2026

Parse, convert, and structure PDF, DOCX, XLSX, PPTX, CSV, HTML, and other documented inputs.

707 stars38.7k last-month downloads · PyPI Stats · Third-partyUpdated Aug 14, 2026
Files & KnowledgeBest fit: Local files and knowledgeFirst-party MCP · Docling Project

Industries: Education & Research · Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

Create, deploy, inspect, and configure applications hosted on Netlify.

56 stars15.7k 30-day package downloadsUpdated Nov 11, 2025
Cloud & DevOpsBest fit: Cloud operationsFirst-party MCP · Netlify

Industries: Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

Create, read, and edit documented DOCX, XLSX, and PPTX Office files through separate local MCP servers.

91 starsNo public package download dataUpdated Aug 13, 2026
Files & KnowledgeBest fit: Local files and knowledgeCommunity implementation · theWDY

Industries: Professional Services · Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

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

2.4k stars19.7k Weekly downloads · zPlatform · Third-party93.3k 30-day package downloadsUpdated Jul 27, 2026
Search & ResearchBest fit: Specialized workflowsFirst-party MCP · Perplexity

Industries: Education & Research

Decision caution

Evidence reviewed Aug 14, 2026

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

296 stars11.9k Weekly downloads · zPlatform · Third-party39.4k 30-day package downloadsUpdated Jul 24, 2026
Developer ToolsBest fit: Developer workflowsFirst-party MCP · Postman

Industries: Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

MCP server for GSC, Bing, and GA4. Includes analytics, health checks, and SEO insights.

270 stars6.5k 30-day package downloadsUpdated Aug 9, 2026
Developer ToolsBest fit: Developer workflowsCommunity implementation · io.github.saurabhsharma2u

Industries: Media & Marketing

Decision caution

Evidence reviewed Aug 14, 2026

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

1.5k starsNo public package download dataUpdated Aug 14, 2026
Cloud & DevOpsBest fit: Cloud operationsFirst-party MCP · HashiCorp

Industries: Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

Zotero MCP

Watchlist

Search, read, annotate, and add to your Zotero research library, local or web.

4.7k stars26.6k last-month downloads · PyPI Stats · Third-partyUpdated Aug 6, 2026
Other ToolsBest fit: Specialized workflowsCommunity implementation · io.github.54yyyu

Industries: Education & Research

Decision caution

Evidence reviewed Aug 14, 2026

It leverages the **Model Context Protocol (MCP)** to allow AI models (like Claude) to interact directly with your workspace's task management system.

1.1k starsNo public package download dataUpdated Aug 8, 2026
Productivity & CollaborationBest fit: Team productivityCommunity implementation · github:agentrq

Industries: Professional Services

Decision caution

Evidence reviewed Aug 14, 2026

Unity MCP Server AI-Powered Unity Editor & Hub Control

369 starsNo public package download dataUpdated Jul 27, 2026
Other ToolsBest fit: Specialized workflowsCommunity implementation · github:anklebreaker-studio

Industries: Sports & Entertainment

Decision caution

Evidence reviewed Aug 14, 2026

auth0

Watchlist

Manage authorized Auth0 tenant resources through a scoped official MCP server.

112 starsNo public package download dataUpdated Aug 13, 2026
SecurityBest fit: Specialized workflowsFirst-party MCP · ecosystem:auth0

Industries: Cybersecurity

Decision caution

Evidence reviewed Aug 14, 2026

This project enables AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).

2.1k starsNo public package download dataUpdated Apr 22, 2025
Productivity & CollaborationBest fit: Team productivityCommunity implementation · github:chongdashu

Industries: Sports & Entertainment

Decision caution

Evidence reviewed Aug 14, 2026

XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.

6.2k stars511.2k 30-day package downloadsUpdated Jul 23, 2026
Productivity & CollaborationBest fit: Team productivityCommunity implementation · com.xcodebuildmcp

Industries: Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

Query authorized Dynatrace Managed observability data through a self-hosted MCP server.

27 starsNo public package download dataUpdated Aug 11, 2026
Monitoring & ObservabilityBest fit: Specialized workflowsEcosystem official · ecosystem:dynatrace-managed

Industries: Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.

6.2k stars511.2k 30-day package downloadsUpdated Jul 23, 2026
Productivity & CollaborationBest fit: Team productivityCommunity implementation · io.github.cameroncooke

Industries: Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games.

3.9k shared-repository starsNo public package download dataUpdated Aug 10, 2026

Shared or parent metric is non-comparable. Not used for ranking.

Developer ToolsBest fit: Developer workflowsCommunity implementation · io.github.IvanMurzak

Industries: Sports & Entertainment

Decision caution

Evidence reviewed Aug 14, 2026

Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

3.1k stars79.8k last-month downloads · PyPI Stats · Third-partyUpdated Jul 29, 2026
Developer ToolsBest fit: Developer workflowsCommunity implementation · io.github.blazickjp

Industries: Education & Research

Decision caution

Evidence reviewed Aug 14, 2026

Connect compatible AI clients to Containers community's documented MCP capabilities.

2k stars60.5k 30-day package downloadsUpdated Jul 31, 2026
Cloud & DevOpsBest fit: Cloud operationsCommunity implementation · Containers community

Industries: Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

MCP server for iOS and Android Mobile Development, Automation and Testing

5.9k stars95.4k 30-day package downloadsUpdated Aug 9, 2026
Productivity & CollaborationBest fit: Team productivityCommunity implementation · io.github.mobile-next

Industries: Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

penpot

Watchlist

Read and update Penpot design documents through an official MCP integration.

426 starsNo public package download dataUpdated Mar 19, 2026
Design & CreativeBest fit: Specialized workflowsFirst-party MCP · ecosystem:penpot

Industries: Media & Marketing · Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

Qdrant MCP

Watchlist

Store and retrieve semantic memories and code context in Qdrant.

1.5k stars1.5M 30-day package downloadsUpdated Dec 10, 2025
Data & DatabasesBest fit: Working with structured dataFirst-party MCP · Qdrant

Industries: Education & Research · Software & Technology

Decision caution

Evidence reviewed Aug 14, 2026

runway-api

Watchlist

Generate authorized image and video assets through the Runway API.

22 starsNo public package download dataUpdated Aug 10, 2026
AI & ReasoningBest fit: Specialized workflowsFirst-party MCP · ecosystem:runway-api

Industries: Media & Marketing · Sports & Entertainment

Decision caution

Evidence reviewed Aug 14, 2026

square

Watchlist

Use authorized Square commerce and payment-development workflows through official MCP tools.

106 starsNo public package download dataUpdated Apr 9, 2026
Finance & PaymentsBest fit: Specialized workflowsFirst-party MCP · ecosystem:square

Industries: Financial Services & Investing · Retail & E-commerce

Decision caution

Evidence reviewed Aug 14, 2026

Publish videos to TikTok, Reels, Shorts, X, and Facebook through Taisly.

255 stars589 30-day package downloadsUpdated Jul 6, 2026
Design & CreativeBest fit: Specialized workflowsCommunity implementation · io.github.taisly

Industries: Media & Marketing

Decision caution

Evidence reviewed Aug 14, 2026

Manage and query Pinecone indexes and search Pinecone documentation.

No public repository stars2.1k 30-day package downloadsUpdated Feb 5, 2026
Data & DatabasesBest fit: Working with structured dataFirst-party MCP · Pinecone

Industries: Education & Research · Software & Technology

Decision caution

Evidence reviewed Jul 29, 2026

Adyen MCP

Watchlist

Use Adyen Checkout and Management API workflows through an official MCP package.

No public repository starsNo public package download dataUpdate date unavailable
Finance & PaymentsBest fit: Specialized workflowsFirst-party MCP · Adyen

Industries: Financial Services & Investing · Retail & E-commerce

Decision caution

Evidence reviewed Jul 30, 2026

Diagnose and control supported CircleCI pipeline and job workflows through hosted or CLI MCP.

No public repository starsNo public package download dataUpdate date unavailable
Automation & WorkflowsBest fit: Specialized workflowsFirst-party MCP · CircleCI

Industries: Software & Technology

Decision caution

Evidence reviewed Jul 30, 2026

Manage authorized Contentstack content and platform resources through an official package.

No public repository starsNo public package download dataUpdate date unavailable
Content & KnowledgeBest fit: Specialized workflowsFirst-party MCP · Contentstack

Industries: Media & Marketing · Retail & E-commerce

Decision caution

Evidence reviewed Jul 30, 2026

Investigate Cypress Cloud runs, failures, and test results through a hosted MCP endpoint.

No public repository starsNo public package download dataUpdate date unavailable
Browser AutomationBest fit: Specialized workflowsFirst-party MCP · Cypress

Industries: Software & Technology

Decision caution

Evidence reviewed Jul 30, 2026

Use GitLab projects, issues, merge requests, repositories, users, and CI/CD through an OAuth MCP endpoint.

No public repository starsNo public package download dataUpdate date unavailable
Developer ToolsBest fit: Developer workflowsFirst-party MCP · GitLab

Industries: Software & Technology

Decision caution

Evidence reviewed Jul 30, 2026

Expose governed Microsoft SQL data operations through Data API Builder and MCP.

No public repository starsNo public package download dataUpdate date unavailable
Data & DatabasesBest fit: Working with structured dataFirst-party MCP · Microsoft

Industries: Software & Technology

Decision caution

Evidence reviewed Jul 30, 2026

Use authorized New Relic discovery, alerting, and telemetry tools through regional hosted endpoints.

No public repository starsNo public package download dataUpdate date unavailable
Monitoring & ObservabilityBest fit: Specialized workflowsFirst-party MCP · New Relic

Industries: Software & Technology

Decision caution

Evidence reviewed Jul 30, 2026

Use Plaid Dashboard diagnostics and analytics through an official hosted MCP endpoint.

No public repository starsNo public package download dataUpdate date unavailable
Finance & PaymentsBest fit: Specialized workflowsFirst-party MCP · Plaid

Industries: Financial Services & Investing

Decision caution

Evidence reviewed Jul 30, 2026

Strapi MCP

Watchlist

Expose built-in Strapi content-management capabilities through MCP.

No public repository starsNo public package download dataUpdate date unavailable
Content & KnowledgeBest fit: Specialized workflowsFirst-party MCP · Strapi

Industries: Media & Marketing · Software & Technology

Decision caution

Evidence reviewed Jul 30, 2026

Use generated Zoho CRM MCP endpoints for authorized CRM operations.

No public repository starsNo public package download dataUpdate date unavailable
CRM & Customer OperationsBest fit: Specialized workflowsFirst-party MCP · Zoho

Industries: Professional Services · Retail & E-commerce

Decision caution

Evidence reviewed Jul 30, 2026