The MCP Trust Index.

LightRAG MCP Server

by lalitsuryan

Enables AI assistants to manage documents, query knowledge graphs, and perform retrieval-augmented generation using LightRAG with 30 tools and multiple query modes.

lalitsuryan/lightragmcp

Octopoda-OS

by ryjoxtechnologies

The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.

RyjoxTechnologies/Octopoda-OS

argus-qa

by ironclawdevs27

AI-powered QA testing platform — catches JS errors, accessibility failures, visual regressions, API loops, security issues, and more via Chrome DevTools MCP

ironclawdevs27/Argus

Code Executor

by aberemia24

Secure sandboxed TypeScript/Python execution with Docker isolation and token-efficient wrapper generation

aberemia24/code-executor-mcp

AIGEN Protocol

by aigen-protocol

Open bounty protocol for AI agents combining paid missions with EVM token safety scanning.

aigen-protocol/aigen-protocol

koralpaper

by karagos

A design studio where AI draws, charts and animates: agents create fully editable hand-drawn visuals, build charts from data, and their edits become stop-motion GIF and video animations. Free, offline, zero-dependency, MIT.

karagos/koralpaper

Serena

by ryota-murakami

A coding agent toolkit that provides IDE-like semantic code retrieval and editing tools, enabling LLMs to efficiently navigate and modify codebases using symbol-level operations instead of basic file reading and string replacements.

ryota-murakami/serena

cv-resume-builder-mcp

by eyaab

eyaab/cv-resume-builder-mcp

daemon

by kevinjian16

Personal AI daemon system

KevinJian16/daemon

illiad

by ogatalars

ogatalars/illiad

sociona-mcp-server

by fav-devs

fav-devs/sociona-mcp-server

RiskModels

by bluewatercorp

RiskModels decomposes any US stock or portfolio into market, sector, subsector, and residual risk components with executable ETF hedge ratios — enabling portfolio managers to understand risk exposure and construct precise hedges programmatically.

BlueWaterCorp/RiskModels_API

youtube-mcp

by prajwal-ak-0

A Model Context Protocol server that analyzes YouTube videos, enabling users to extract transcripts, generate summaries, and query video content using Gemini AI.

Prajwal-ak-0/youtube-mcp

PyWry

by deeleeramone

PyWry is a cross-platform app factory, rendering engine and UI toolkit for Python that produces native desktop, web, and notebook experiences from a single API.

deeleeramone/PyWry

odysseus-x-jarvis

by thatperplextion

thatperplextion/odysseus-x-jarvis

Aegis

by acacian

Governs AI agent actions with YAML-based policies, approval gates, audit trails, and risk classification.

acacian/aegis

AI Intervention Agent

by xiadengma

Enables real-time user intervention for MCP agents through a web UI, allowing users to review context and provide feedback when AI agents drift from intent, keeping them on track.

XIADENGMA/ai-intervention-agent

SmartDB MCP

by wenb1n-dev

A universal database gateway implementing the Model Context Protocol, enabling MCP-compatible clients to connect, explore, and manage multiple databases with advanced features like OAuth2 authentication, health checks, and SQL optimization.

wenb1n-dev/SmartDB_MCP

Serena

by chrisgreenx-ctrl

A coding agent toolkit that provides IDE-like semantic code retrieval and editing tools, enabling LLMs to efficiently navigate and modify codebases at the symbol level rather than working with entire files.

chrisgreenx-ctrl/serena

1C Metacode MCP

by roctup

MCP сервер с встроенным AI агентом для поиска по графу метаданных и кода конфигураций 1С

ROCTUP/1c-mcp-metacode

datto-bcdr-mcp

by wyre-technology

An MCP server for Datto BCDR (Business Continuity and Disaster Recovery), enabling management of backup jobs, restore points, and disaster recovery operations through Datto's API.

wyre-technology/datto-bcdr-mcp

cline-browser-use-mcp

by ztobs

Enables browser automation using Python scripts, offering operations like taking webpage screenshots, retrieving HTML content, and executing JavaScript.

ztobs/cline-browser-use-mcp

rootly-mcp

by wyre-technology

MCP server for the Rootly incident management platform — alerts, incidents, on-call schedules

wyre-technology/rootly-mcp

void

by mkarthik730

A privacy-first AI desktop assistant with a glassmorphic floating UI, local LLM (Qwen3b), OCR, voice control, and deep system integration — built with PyQt6.

MKarthik730/void

liongard-mcp

by wyre-technology

An MCP server for the Liongard platform, providing tools to manage inspectors, systems, metrics, alerts, and environments through Liongard's API.

wyre-technology/liongard-mcp

ninjaone-mcp

by imburr-bel

Enables MCP clients to interact with NinjaOne, providing tools for managing devices, organizations, alerts, and tickets. Uses a decision tree architecture to load domain-specific tools on demand.

Imburr-BEL/ninjaone-mcp

vs-token-safer

by jsungmin

Token-safe code search for AI agents: queries the language-server index (clangd / Roslyn / tsserver / pyright) instead of grep and returns a token-capped file:line list — ~20x fewer tokens. Symbol-level editing + a grep→index rewrite hook. Local-only, no IDE.

JSungMin/vs-token-safer

AR LABS Admin MCP Server

by abdulrehmanfatehali1-ui

Full-access MCP server for managing AR LABS (Viral AI Prompts & Guides), enabling post creation, editing, deletion, image uploads, push notifications, comment moderation, and site stats via AI assistants.

abdulrehmanfatehali1-ui/ar-labs-mcp-server

restia

by psmithul

Restia local-first personal AI assistant

psmithul/restia

OneTool MCP

by beycom

One MCP for developers — no tool tax, no context rot. 100+ tools including Brave, Google, Tavily, Context7, Excalidraw, AWS, Excel, Database, Playwright, Chrome DevTools, and more. Install once, access everything.

beycom/onetool-mcp

mcp-restart

by sje397

A supervisor MCP server that starts, stops, and restarts local agents as child processes over HTTP, allowing agents to restart themselves and evolve without human intervention.

sje397/mcp-restart

Serena MCP Server

by raheem-19

Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling precise code understanding and manipulation in large codebases via the Model Context Protocol.

Raheem-19/serena-optimized

Ai-system

by gangadhar0424

gangadhar0424/Ai-system

mysql-mcp-server

by dpflucas

An MCP server that provides read-only access to MySQL databases.

dpflucas/mysql-mcp-server

MinsC2Rust_V2

by kangzhezhe

Kangzhezhe/MinsC2Rust_V2

Umbra

by elberacasa

Umbra is the trust layer for AI-generated code. It scores any repo 0-100 with file:line evidence (security, slop, Docker-verified build/boot, and claim receipts that catch agents lying about tests), and guards agent file writes mid-stream blocking leaked keys, alg:none JWTs, and git-hook plants before they land. Tools: scan_repo, guard_content, get_score.

elberacasa/umbra

Chains API

by johnaverse

Enables AI assistants to query blockchain chain data, including chain details, RPC endpoints, and chain relationships, through a Model Context Protocol server.

Johnaverse/chains-api

Gatherings (Expense Sharing)

by abutbul

Manages shared expenses in social events by tracking costs, calculating reimbursements, and settling balances between friends through a TypeScript wrapper around a Python backend with SQLAlchemy persistence.

abutbul/gatherings-mcp

Scavio

by scavio-ai

An MCP server connecting AI agents to Google, YouTube, Amazon, Walmart, TikTok, and Reddit. 21 tools for web search, product lookup, video discovery, and social media analysis.

scavio-ai/scavio-mcp

AI Reasoning Commons

by chenyuan35

Search, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth.

chenyuan35/aineedhelpfromotherai

mcp-github-project-manager

by kunwarvivek

Provides comprehensive tools for managing GitHub projects, milestones, tasks, and sprints. This server integrates deeply with GitHub Projects V2, offering features like automated kanban workflows, sprint planning, and custom field management.

kunwarVivek/mcp-github-project-manager