The MCP Trust Index.

tao-skill-bank

by nvidia-tao

NVIDIA-TAO/tao-skill-bank

deer-flow

by bytedance

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

bytedance/deer-flow

korely-graphrag

by verdana86

MCP-native second brain with an automatic entity graph over your markdown notes. Honest benchmark vs vanilla RAG and nano-graphrag included.

verdana86/korely-graphrag

Istara

by henrique-simoes

Agentic Research Orchestration for UX Research and Product Development. Vibe and handcoded by a social and data scientist with background in many research domains and open-source

henrique-simoes/Istara

minority-report

by dhk

dhk/minority-report

leaflet-mcp-server

by philgebauer

MCP server providing comprehensive Leaflet.js documentation, code generation for maps, markers, layers, GeoJSON, choropleth, and debugging tools.

philgebauer/leaflet-mcp-server

Shared_Memory

by kanenasingreece

Memory Framework based on the idea of Architectural Decision Records, shared knowledge between AI agents (Claude Code, Codex, Antigravity ...). Agent installable, vector (Postgres + pgvector) + graph (Neo4j) backbone, managed through a local gateway, supporting multiple local LLM backends, with full provenance, consolidation, telemetry and more

KanenasInGreece/Shared_Memory

Nolio MCP Server

by nico-b

Provides read-only access to Nolio training data including planned workouts, completed sessions, metrics, records, and notes.

nico-b/nolio-mcp

AWS-Auth

by n0mansky

MCP server for AWS SSO authentication and profile management, enabling AI assistants to check identity, switch profiles, and manage EC2/EKS resources.

N0mansky/aws-auth

AI-PLT-MCP-SERVERS

by sekhardp

Platform MCP Servers

sekhardp/AI-PLT-MCP-SERVERS

horizon

by albertbaarsma

Personal planning app: vision, goals, projects, tasks, and week in one place — with an AI assistant wired in over MCP. Based on the RPM methodology.

albertbaarsma/horizon

srunx

by ksterx

A unified CLI, web dashboard, and Python API for SLURM job management.

ksterx/srunx

fredy

by orangecoding

❤️ Fredy - [F]ind [R]eal [E]state [D]amn Eas[y] - Fredy keeps searching for new apartments, houses, and flats in Europe on platforms like ImmoScout24, Immowelt, eBay Kleinanzeigen and instantly delivers the results to you via Slack, Telegram, Email, Discord or ntfy, so you can focus on the more important things in life ;)

orangecoding/fredy

quiver

by c-wenlong

One command to launch, resume, and analyze every AI coding CLI — Claude Code, Codex, Cursor, opencode, and more.

c-wenlong/quiver

CorpusGate

by mustafa0zdemir

Enables AI tools to securely search and retrieve relevant, source-attributed chunks from private local documents via MCP, without sending document content to third-party services.

mustafa0zdemir/corpusgate

mind-mem

by ovidiu-eremia

Drop-in memory layer for AI coding agents, upgrading them from chat history to a governed Memory OS with hybrid search, contradiction detection, and safe governance.

ovidiu-eremia/mind-mem

olivetin-mcp

by vaddisrinivas

A hardened MCP server that exposes OliveTin actions as tools with built-in human-in-the-loop approval for destructive operations.

vaddisrinivas/olivetin-mcp

aws-mcp-server

by alexei-led

A lightweight service that enables AI assistants to execute AWS CLI commands through the Model Context Protocol (MCP), allowing AI tools to retrieve AWS documentation and interact with AWS services.

alexei-led/aws-mcp-server

mcp-microsoft-ads

by wvuhskr

Enables AI assistants to manage Microsoft Advertising accounts, including campaigns, ad groups, keywords, audiences, and reporting, with safety-first write controls such as opt-in mutations, draft-and-confirm workflows, spend ceilings, and audit logging.

wvuhskr/mcp-microsoft-ads

SSH MCP

by sondt2709

SSH MCP is a Model Context Protocol tool for managing and interacting with multiple virtual machines over SSH. It simplifies executing commands on remote servers using the standard SSH config file format.

sondt2709/ssh-mcp-py

ai-platform-engineering

by caipe-io

CAIPE is an open-source AI platform for building, governing, and operating AI agents and agentic workflows for platform engineering and beyond.

caipe-io/ai-platform-engineering

sidduHERE/agentpool

by sidduhere

AgentPool is a local MCP server that monitors live usage limits of coding-agent subscriptions and allows you to offload work to providers with remaining capacity. It exposes provider, model, and session state, enabling informed manual or agent-driven task delegation.

sidduHERE/agentpool

MisakaNet

by ikalus1988

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

Ikalus1988/MisakaNet

ylang

by yann-0

Local-first personal AI efficiency layer — MCP server for prompt improvement, template library, usage tracking, and scoped memory.

Yann-0/ylang

musaddiq-dev/aws-cli-mcp-server

by musaddiq-dev

A Python MCP server that lets MCP-compatible clients inspect and operate AWS through the AWS CLI, with command execution, suggestions, region lookup, and caller identity checks.

musaddiq-dev/aws-cli-mcp-server

omie-mcp

by lucassampsouza

Enables natural language control of OMIE ERP finances, including accounts payable/receivable, bank transactions, cash flow, and supplier management through 27 MCP tools.

lucassampsouza/omie-mcp

vibesys

by uw-syfi

Can AI Agents Build Bespoke Systems?

uw-syfi/vibesys

YouTube_MCP_over_API

by cubetribe

Manages YouTube channels via Claude Desktop, enabling AI-powered metadata optimization, video scheduling, playlist management, and backups with safety guardrails.

cubetribe/YouTube_MCP_over_API

lpc-character-mcp

by gamezxz

Generates random Universal LPC spritesheet characters as full animation PNGs, compositing real sprite layers via a Cloudflare Worker with browser rendering.

Gamezxz/lpc-character-mcp-worker

Excalidraw MCP App

by rithenreddy

MCP server that streams hand-drawn Excalidraw diagrams with smooth viewport camera control and interactive fullscreen editing.

RithenReddy/excalidraw-mcp-app

dhi

by shettyodu

shettyodu/dhi

ecl_mcp

by gkastanis

Provides AI agents with access to the European Commission's Component Library documentation and code examples, enabling full-text search and recipe retrieval.

gkastanis/ecl_mcp

sabba

by 8nobletruths

MCP server for security bug-finding that proves every finding by running exploits, enabling agents to verify changes and find bugs with execution-based evidence.

8NobleTruths/sabba

docker-mcp-server

by l337-org

More than just an MCP server that covers the entire range of Docker management tasks, it helps you create workflows to easily manage your Docker environments at scale. It allows you manage multiple local or remote (TCP, TLS, SSH) docker instances and exposes things like logs and stats as resources so that you can monitor and triage all of them.

L337-org/docker-mcp

blast-scope-mcp

by atharva-jayappa

A consequence engine for shell commands. Blast Scope scores what a command would actually do before an AI agent runs it.

Atharva-Jayappa/blast-scope

cti-expert

by 7onez

CTI Expert — Cyber Threat Intelligence & OSINT analysis skill for Claude Code / Codex. 120+ commands, 57 techniques, 79 typed MCP tools, deterministic case pipeline + ICD-203 reports. No API keys required for core.

7onez/cti-expert