The MCP Trust Index.

LexiLint MCP

Offline spell check and BYOK grammar checking for AI assistants. 100% offline spell check via nspell (zero tokens, zero API calls). BYOK grammar checking with your own Gemini, OpenAI, or Claude API key. Works with Claude Desktop, Cursor, ChatGPT, and any MCP-compatible tool. 8 languages supported.

raunakkathuria/lexilint-mcp

Competitive Analysis

Produce a comprehensive competitive landscape report that compares rivals, positioning, and differentiators. Identify strengths, weaknesses, market gaps, and opportunities to refine strategy. Save hours of research with a clear, ready-to-share summary for stakeholders.

janwilmake/competitive-analysis-demo

Chess

Integrates with Spring AI and chess libraries to enable interactive gameplay and automated analysis for AI-assisted chess applications.

alexandreroman/mcp-chess

HyperChat

HyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to achieve the best Chat experience, as well as implementing productivity tools through the MCP protocol.

BigSweetPotatoStudio/HyperChat

aidroid

Search official Microsoft and Azure documentation to ground your answers with trusted, first-party content. Fetch complete articles when you need step-by-step guides, troubleshooting, and prerequisites. Retrieve the latest official code samples across languages to accelerate implementation.

ren89752/aidroid

dandi-query-server

Enables complex queries over data on the DANDI Archive and provides a system for managing text notes. It features tools for note creation, resources for note access via custom URIs, and prompts for generating summaries.

bendichter/dandi-query-mcp

mediawiki

yuhuison/mediawiki

Google Jules MCP

An MCP server for automating Google Jules that enables seamless integration for task creation, code analysis, and AI-powered development workflows. It supports multiple session modes including Browserbase and cookie-based authentication for both local and cloud environments.

samihalawa/google-jules-mcp

Coolify MCP Server

Enables management of Coolify instances to control applications, databases, and servers through the Model Context Protocol. It provides a comprehensive set of tools for deploying services and monitoring self-hosted infrastructure using natural language.

JoshuaRileyDev/coolify-mcp-server

hass-mcp-server

MCP server for full Home Assistant control, enabling AI agents to manage dashboards, automations, files, apps, entities, and more via REST API, WebSocket, and SSH.

jarahkon/hass-mcp-server

Onos Mcp Server

Model Context Protocol (MCP) for the ONOS SDN controller. This server exposes the network state (topology, flows, statistics) to AI agents, facilitating automation and intelligent monitoring of SDN networks.

ortega-kb/onos-mcp-server

Logseq MCP Server

A NestJS-based server that enables AI agents to interact with Logseq graphs through its HTTP API for managing notes, journals, and blocks. It features specialized tools for project development tracking, including progress logs, technical decisions, and workflow prompts.

software-park/logseq-mcp

Binance MCP Server

Provides over 156 tools to interact with the Binance.com global exchange API for spot trading, wallet management, and staking operations. It enables users to execute orders, retrieve market data, and manage crypto assets through natural language interfaces like Claude and ChatGPT.

nirholas/Binance-MCP

MCP Confluence Server

Enables interaction with Confluence to manage spaces, pages, and comments with support for Markdown conversion and CQL-based search. It includes advanced features for exporting Confluence content to structured Markdown files and provides optimized tools for page and comment administration.

enjoyzl/mcp-server-confluence-ts

OrbiAds

173 tools to automate Google Ad Manager — campaigns, creatives, inventory, reporting via natural language

OrbiAds/Orbiads-GAM-MCP

GitHub Code Search

Search millions of public GitHub repositories for real-world code patterns and implementation examples. Discover how developers use specific libraries and handle complex configurations in production environments. Improve coding speed and accuracy by referencing verified open-source solutions.

arjunkmrm/grep

News Feed MCP

Enables users to access up-to-date news through RSS feeds and read full article content. It provides a Model Context Protocol interface for fetching and interacting with news from various platforms.

SpaceStation09/newsFeed-mcp

lockstep-mcp

Enables multiple AI agents like Claude and Codex to coordinate on the same project through shared tasks, file locks, and a real-time dashboard, preventing conflicts and streamlining collaborative development.

Tmmoore286/lockstep-mcp

assetcache-mcp

Enables Claude to search and retrieve Unity game assets (sprites, sounds) via natural language, with automatic indexing and AI-powered labeling.

v0o0v/assetcache-mcp

whichmodel-mcp

Cost-optimized LLM model routing recommendations for AI agents — real-time pricing and benchmarks across 300+ models.

simon-foad/whichmodel-mcp

Claude-Skills

338 AI skills across 16 domains. PM is the deepest (66 skills — discovery, execution, strategy frameworks, GTM, Jira/Linear/Notion). Plus engineering, marketing, C-level (CAIO/CDO/CCO/GC/VPE), compliance + audit-prep, new research/ domain, vertical advisors. 74 expert agents, 784+ stdlib Python tools. 11 AI assistants.

borghei/Claude-Skills

Dataverse MCP Server

A Model Context Protocol server that enables CRUD operations and querying on Microsoft Dataverse through natural language.

Ajscheuer/dataverse-mcp

frenex.ai

Participate in prediction markets and share analytical opinions to build credibility. Challenge others to competitive duels and manage sponsorship portfolios. Track real-time performance, leaderboards, and platform statistics.

frenexai/frenex

Tripo AI MCP Server

Enables AI assistants to interact with the Tripo3D AI API to generate 3D models from text, images, or multiview inputs. It supports advanced features like model animation, stylization, and real-time task status tracking.

pasie15/tripo-ai-mcp-server

Icons8 MCP Server

🚀 Access MCP server SVG and PNG icons for your vibe-coding projects! 🎨 Icon Packs * 40,000+ icons * Endless creative possibilities! 🤖 Seamless Integration * Works with Windsurf, Claude Code, Cursor, and other AI coding tools 🔄 Easy Customization * Replace all icons with trendy designs * Customize with any style you prefer! ✨ Enhance Your UI * Add icons to: * Bullet lists * Feature blocks * Process steps * Navigation * And more! More info: https://icons8.com/mcp

icons8community/icons8mpc

Bitrix24 MCP Server

Enables AI agents to interact with Bitrix24 CRM through comprehensive tools for managing contacts, deals, leads, companies, tasks, and users, with advanced filtering, search capabilities, and sales team performance monitoring.

gunnit/bitrix24-mcp-server

GitHub Wiki Explorer

Navigate and understand GitHub repository documentation effortlessly by retrieving wiki structures and contents. Get direct answers to specific questions about project wikis to save time searching through manual pages. Streamline the onboarding process by quickly grasping the layout and details of any GitHub project.

arjunkmrm/devin

Cloudflare Google OAuth MCP Server

A remote MCP server deployable on Cloudflare Workers that provides integrated Google OAuth authentication for secure tool access. It serves as a reference implementation for building persistent, authenticated MCP connections using Cloudflare Durable Objects and Streamable HTTP.

zxzinn/cf-gdrive-mcp

Zillow MCP Server

Integrates Zillow real estate data with AI assistants, enabling property search, neighborhood insights, and affordability calculations through natural language.

EmilyThaHuman/zillow-mcp-server

Jira MCP Server

Enables MCP clients to interact with Jira for managing tasks, including fetching assigned issues and creating new tasks. It supports retrieving detailed task information and filtering by project or status using the Jira API.

ilidaniys/jira-mcp-server

mcp-interactive

A MCP server that collects interactive user feedback during AI-assisted development, reducing unnecessary tool calls and costs by enabling AI to confirm with users.

RealAlexandreAI/mcp-interactive

Kubit

Bring Kubit into your AI workflow — query your warehouse with natural language

Kubit-AI/mcp-server

Omics AI MCP Server

Enables AI agents to conversationally interact with genomics research networks for data analysis and discovery across multiple Omics AI Explorer platforms. It provides tools for exploring data collections, examining table schemas, and executing SQL queries against datasets like Viral AI and Neuroscience AI.

mfiume/omics-ai-mcp

mnemory

Self-hosted MCP server giving AI agents persistent memory for personalization and context across conversations.

fpytloun/mnemory

MCP Splunk

A security-focused MCP server that enables automated log retrieval and threat analysis using LangGraph orchestration and RAG. It allows users to detect suspicious activity and generate structured security insights by integrating LLM reasoning with log data and runbook documentation.

vforvishal12/mcp-splunk

agent-drugs

Digital drugs that modify AI behavior through prompt injection, enabling agents to list, take, and manage active drugs across sessions.

2389-research/agent-drugs

Aleatoric

Aleatoric Engine is deterministic market simulation infrastructure for generating reproducible, schema-stable synthetic market data used in financial research, validation, and systems testing. It prioritizes explicit configuration, reproducibility, and operational clarity over statistical novelty or predictive modeling. Given the same SimulationManifest and seed, the engine produces identical outputs, enforces strict versioned schemas at boundaries, and emits provenance metadata with every run.

aleatoric/causal-mcp

contextflow-mcp

Enables semantic code search and AI-powered Q\&A over vectorized repositories directly within Claude. It provides tools to search code chunks, answer questions grounded in source code, and inspect repository snapshot metadata.

MILLERMARRU/mcpContext

FO Semantic MCP Server

Enables AI assistants to search and analyze Microsoft Dynamics 365 Finance & Operations artifacts, read local source code, and generate context-aware solutions through natural language.

xplusplusai/fo-semantic-mcp

Remote MCP Server on Cloudflare

A Model Context Protocol server implementation designed to run on Cloudflare Workers with integrated OAuth authentication. It enables hosting and securely accessing MCP tools remotely via SSE transport from clients like Claude Desktop.

sourabharsh/remote-mcp-server

MCP Agent Mail

A coordination layer for coding agents that provides identities, message threading, and searchable history. It features file reservation leases to prevent agents from overwriting each other's work in multi-agent environments.

OmelchMichael/mcp_agent_mail

MCP Resume & Email Assistant

Enables resume parsing, querying, and email notifications via MCP tools.

ThambimuthuAnush24/mcp-server

Dataverse MCP Server

Enables comprehensive management of Microsoft Dataverse environments, including schema operations for tables, columns, and relationships through the Dataverse Web API. It also supports solution management, security role configuration, and the generation of WebAPI calls and Mermaid ERD diagrams.

WizspDemo/dataverse-mcp2

SpinupWP MCP Server

Enables AI assistants to manage SpinupWP infrastructure, including servers, WordPress sites, and SSH keys through the SpinupWP v1 JSON API. Users can perform actions like provisioning sites, purging caches, and restarting services via natural language commands.

farukgaric/spinupwp-mcp

Kyrgyz News

Access the latest news and trending stories from Kyrgyzstan. Search for specific topics using natural language and follow developing stories across multiple sources through trending clusters. Get comprehensive article summaries and related content to stay informed on local events.

fuddyduddy/kyrgyz-news-mcp

OpenWeather MCP Server

Integrates the OpenWeather API with Claude to provide real-time weather updates, 5-day forecasts, and air quality data. It enables users to query current conditions, pollution levels, and coordinate-based weather information directly within their conversations.

MadhurToshniwal/OpenWeather-MCP-server

BookStack MCP Server

Enables searching and retrieving content from BookStack knowledge bases via the BookStack API. It provides structured page data with clean HTML-to-text conversion for seamless integration with AI models.

yellowgg2/mcp-bookstack

amekala/ads-mcp

Manage Google, Meta, TikTok & LinkedIn ads. 91 tools for campaigns, analytics & optimization.

amekala/ads-mcp

Basalt MCP

A security-hardened MCP server that enables AI models to safely interact with Obsidian vaults through sandboxed file operations and todo tracking. It implements strict validation layers and resource limits to protect the local filesystem from potentially hostile tool calls.

cmillstead/basalt-mcp

fastmcp

🚀 The fast, Pythonic way to build MCP servers and clients.

PrefectHQ/fastmcp