The MCP Trust Index.

wsl-agent-cdp

by adthonb

AI agents running inside WSL2 drive logged-in Windows browser over the Chrome DevTools Protocol.

adthonb/wsl-agent-cdp

agent-flight-recorder

by nicopavez

A black-box flight recorder for multi-agent AI systems — records agent handoffs so a failed run can actually be reconstructed after the fact.

nicopavez/agent-flight-recorder

ryoppippi/ccusage

by ccusage

MCP server implementation for ccusage data

ccusage/ccusage

openai-agents-api-examples

by rick-stevens-ai

Runnable Python and cURL examples for OpenAI Agents API sessions, hosted coding, subagents, MCP, web search, and SSE.

rick-stevens-ai/openai-agents-api-examples

cdpilot

by mehmetnadir

Zero-dependency browser automation CLI with 40+ commands. Navigate, click, fill forms, take screenshots, capture network traffic, and more — all via Chrome DevTools Protocol. Built-in accessibility tree snapshots for AI agents (500x fewer tokens than screenshot-based approaches). Works with any Chromium browser already installed. 50KB total, no Playwright or Puppeteer needed.

mehmetnadir/cdpilot

CurocX-ChatGPT-Admin

by curoc1

Local-first context, memory, profile, and project continuity control plane for AI assistants.

curoc1/CurocX-ChatGPT-Admin

context-harness

by parallax-labs

Local-first context ingestion and retrieval for AI tools. SQLite + embeddings + MCP server for Cursor & Claude.

parallax-labs/context-harness

NexusUnreal

by bytepine

Public UE 4.26 example project for NexusLink — ThirdPerson sample, UnLua, MCP e2e tests (plugin via submodule, not bundled).

bytepine/NexusUnreal

Claude-cod-top-2026

by sergeeey

Still trusting results that AI generated, tested, and declared successful by itself? This Claude Code methodology adds evidence markers, audit gates, anti-hallucination rules, and Validation Theater detection to keep AI-assisted development verifiable.

sergeeey/Claude-cod-top-2026

mcp-execution

by bug-ops

🚀 Generate executable TypeScript tools from MCP servers with 98% token savings. Progressive loading pattern for AI agents. Production-ready.

bug-ops/mcp-execution

AI-Engineering

by hakodev2k

Pick-and-copy AI engineering roles, rules, skills, safety gates, and MCP connectors for real software repositories.

hakodev2k/AI-Engineering

vaultwarden-mcp

by jr2804

MCP server for accessing Vaultwarden servers with multi-account support.

jr2804/vaultwarden-mcp

turnstile-plugin

by turnstileco

Turnstile's plugin for AI assistants: the hosted Turnstile MCP server plus the skills that drive it.

turnstileco/turnstile-plugin

mcp-security-examples

by sentnelops

Hands-on labs for MCP security and AI agent runtime governance: per-call tool authorization, audit logging, and more. Runnable, tested, vendor-neutral.

sentnelops/mcp-security-examples

munim-computer-use

by munimtechnologies

Open-source Computer Use MCP server for any coding agent — macOS, Windows, Linux. Accessibility-first, background input, agent pointer, zoom, your signed-in Chrome.

munimtechnologies/munim-computer-use

SloplessCode

by utundry

Provides operational continuity for AI coding agents, preserving task state, decisions, checkpoints, and project context across sessions and model switches via MCP.

Utundry/sloplesscode

AgentBridge

by indexflowing

Universal MCP Gateway & Agent Runtime in Rust. Securely bridges frontier AI models to local coding executors across isolated workspaces. Headless Linux daemon & desktop GUI.

IndexFlowing/AgentBridge

git-trend-sync

by juninfxp

Track AI trends and sync relevant agent updates to your project with activity-based scoring and Claude Code commands

juninfxp/git-trend-sync

dotnet-diagnostics

by pedrosakuma

On-demand .NET runtime diagnostics for live CoreCLR apps — no code changes. Ships an MCP server (let an LLM drive the investigation), a standalone CLI, and a BenchmarkDotNet diagnoser, all on one engine: counters, CPU/off-CPU/alloc sampling, heap & thread snapshots, GC/contention/threadpool events, dumps.

pedrosakuma/dotnet-diagnostics

limpet

by ksym04

Persistent memory for AI coding agents that knows when it has gone stale.

KSym04/limpet

zicato

by pedapudi

Meta-harness for multi-agent systems: rewrite the harness from runtime telemetry.

pedapudi/zicato

Unity MCP

by emeryporter

A Model Context Protocol server that integrates AI assistants like Claude and Cursor directly into the Unity Editor to automate game development workflows. It provides over 40 built-in tools for scene manipulation and project management, while offering a simple C# API for creating custom extensions.

emeryporter/UnityMCP

kestrel-rs

by rafaelpierre

Blazing fast coding assistant skill/bundle for web search

rafaelpierre/kestrel-rs

claude-org-ja

by suisya-systems

Claude Code 向け日本語ファーストのマルチエージェント運用フレームワーク。秘書・ディスパッチャー・キュレーター・ワーカーが、それぞれ明確な役割境界のもとで協働する。

suisya-systems/claude-org-ja

structor

by soul-brews-studio

Week-stamped, incremental index of Claude Code session transcripts: embedded PocketBase + LanceDB replica, Rust watcher, macOS tray, HAOS add-on, MCP with OAuth

Soul-Brews-Studio/structor

qai-appbuilder

by qualcomm

QAI AppBuilder is designed to help developers easily execute models on WoS and Linux platforms. It encapsulates the Qualcomm® AI Runtime SDK APIs into a set of simplified interfaces for running models on the NPU/HTP.

qualcomm/qai-appbuilder

KPA

by alvelda

Provides an MCP server for programmatic reading, authoring, editing, designing, and optimization of Apple Keynote presentations.

alvelda/kpa

connectors

by otomata-tech

Oto connector library (oto.tools) — open source, consommée par oto-cli (façade) et oto-mcp (serveur)

otomata-tech/connectors

Rift Links

by saltyskip

Rift is the agentic deep linking platform, one URL works two ways: humans get redirected to your app, AI agents get back structured JSON to take action directly. A developer-first replacement for Firebase Dynamic Links with native MCP support.

saltyskip/rift

agent-authority-check

by speeedy10

Static authority preflight for MCP servers and tool-using AI agents.

speeedy10/agent-authority-check

CST MCP

by bbl21

An MCP server that integrates CST Studio Suite with the Model Context Protocol to enable automated electromagnetic simulation workflows. It provides specialized tools for material definition management and direct interaction with the CST Studio Suite environment.

bbl21/cst-runtime-cli

OH-MCPStack

by 123123213weqw

A system-level MCP protocol stack for OpenHarmony that provides unified tool discovery, caching, security, and statistics for agents, reducing context overhead and improving throughput via a user-space daemon (mcpd).

123123213weqw/oh-mcpstack

EvolvMem

by 1942293420

A fully-local, three-layer memory plugin for Claude Code with Chinese support, offering hybrid FTS5/trigram and HNSW vector search, self-iterating memory management, consolidation, and a web console.

1942293420/Evolvmem_MCP

MCP Git Tools

by lileeei

Git tool integration library for the Model Context Protocol (MCP).

lileeei/mcp-git-tools

blacknode-robot

by temiroff

This is a Blacknode extension package - it does not run on its own. It plugs generic robot setup into the Blacknode visual > workflow editor: discover USB serial robot ports, diagnose permissions, launch driver processes, and expose a standard robot > profile to workflows or AI agents over MCP.

temiroff/blacknode-robot

seo-skills

by seranking

Claude SEO Skills — production Claude Agent Skills for the SE Ranking MCP server. Content briefs, AI Search share of voice, audits, backlink gaps, keyword clusters, schema, sitemap, GEO, and more.

seranking/seo-skills

lseg-intelligence-hub

by erturkm

Multi-agent relationship intelligence demo on Microsoft Copilot Studio, Power Automate and Dataverse, powered by the LSEG Data & Analytics MCP connector. Unofficial demo.

erturkm/lseg-intelligence-hub

narsil-mcp

by postrv

Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more

postrv/narsil-mcp

SecondBrain

by bitbemol

Local Markdown note vault and PDF reference library with Git auto-commit, full-text search, image-based PDF reading, and soft deletes.

bitbemol/second-brain-mcp

Soma

by dinglebear-ai

RMCP runtime for provider-backed agents with CLI, REST, HTTP MCP, plugins, and scaffold support.

dinglebear-ai/soma

patchloom

by patchloom

Structured file edits for AI agents (JSON/YAML/TOML, markdown, AST, dry-run, MCP). Not a generic filesystem MCP.

patchloom/patchloom

design-doc-generator-mcp

by sanskriti17

Turns Claude Code session work into professional design docs with a slash command, no copy-pasting or signup needed.

sanskriti17/design-doc-generator-mcp

vocotype

by 233stone

VocoType 是一款运行在本地端侧的隐私安全语音输入工具，通过快捷键即可将语音实时转换为文字并自动输入到当前应用。支持语音转文字MCP、AI 优化文本、自定义替换词典、录音视频转文字等功能，让语音输入更高效、更安全。

233stone/vocotype-cli

mcp-opencode-blender

by khalidsat

Enables programmatic control of Blender via OpenCode, supporting 3D model creation, material application, and export through a Model Context Protocol server.

khalidSAT/mcp-opencode-blender

Where's My DB?

by dewalt-1

A Claude skill + MCP server that tells you how Deutsche Bahn delays will affect your trip — not just whether your train is late.

dewalt-1/wheres-my-db