The MCP Trust Index.

CloudStack MCP

by walteh

proof of concept MCP server for apache cloudstack

walteh/cloudstack-mcp

agent-egress-bench

by bilkulsahi1235

Provide an open test corpus to assess and improve AI agent egress security through validated cases and automated workflows.

bilkulsahi1235/agent-egress-bench

GoMCP

by zhangpanda

About The fast, idiomatic way to build MCP servers in Go. Gin-like DX with struct-tag auto schema, middleware, adapters for Gin/OpenAPI/gRPC.

zhangpanda/gomcp

Factcheck

by carlisia

Validates content against MCP specification using semantic search and AI-powered validation

carlisia/mcp-factcheck

chatcli

by diillson

ChatCLI is a command-line application that utilizes LLMs—such as those from Anthropic, OpenAI, and others—to facilitate interactive conversations within the terminal. At its core, it features a specialized agent and tools that provide unique expertise.

diillson/chatcli

ggsrun

by tanaikech

High-performance Google Drive CLI and Model Context Protocol (MCP) Server for LLM/AI agents. Natively execute Google Apps Script (GAS) under a secure whitelisted runtime sandbox, automate transfers, and manage Drive infrastructure.

tanaikech/ggsrun

Cairn

by vellixia

The open-source context & reliability layer for AI agents — memory, lean context, guardrails, and multi-device sync in one self-hosted Rust binary.

Vellixia/Cairn

donmai

by renseiai

Donmai is an open-source workflow runtime that runs, retries, and audits multi-step agent tasks on your machine. The same binary powers Rensei in production. MIT-licensed.

RenseiAI/donmai

video-transcriber-mcp

by nhatvu148

Enables high-performance, offline transcription of videos from 1000+ platforms and local files using whisper.cpp, with support for multiple model sizes, languages, and output formats over stdio or HTTP.

nhatvu148/video-transcriber-mcp-rs

Casper

by ashutosh-swain-git

Query and manage Terraform infrastructure with tools for resource discovery, change simulation, AWS drift detection, and YAML-based policy enforcement.

ashutosh-swain-git/casper-mcp

chronos

by klarlabs-studio

Embeddable time-series pattern detection engine — spike, drop, trend, anomaly, seasonality, correlation, change-point. Pure Go, in-process via chronos/embed or standalone via CLI / HTTP / MCP. Backends: memory / sqlite / postgres / mysql / libsql.

klarlabs-studio/chronos

agentchecksum

by f0rknturkoglu

Language-agnostic dependency fingerprint and behavioral regression gate for AI agents. Know what changed in your agent — and whether it broke.

f0rknturkoglu/agentchecksum

lockvet

by matteo-sung

Explain any lockfile change: bumps release-verified against 22 registries, vulns (OSV), ages, deprecations, typosquats, integrity tampering — 61 formats incl. pdm.lock, vcpkg, mise.lock, build.gradle, pom.xml, go.sum, GitHub Actions, GitLab CI, Dockerfiles, Kubernetes, Helm, SBOMs. CLI + CI gate + MCP server + playground. By an AI agent.

matteo-sung/lockvet

jdwp-mcp

by dronsv

Сonnects to live JVMs via JDWP protocol, enabling LLM agents to autonomously debug Java applications — attach to a running process, pause threads, set breakpoints (including conditional), inspect stacks with auto-resolved object fields, evaluate methods, set variable values, and diagnose issues like deadlocks and hung queries.

dronsv/jdwp-mcp

microsoft-todo-mcp

by hromadkom

MCP server exposing only Microsoft To Do, over Streamable HTTP, on a single delegated Graph scope

hromadkom/microsoft-todo-mcp

kmp

by underpass-ai

KMP (Kernel Memory Protocol) — temporal, multidimensional, auditable AI agent memory.

underpass-ai/kmp

mcp-server-qdrant

by vaporif

MCP server for Qdrant vector database with local BERT embeddings. Enables semantic search and vector storage operations through natural language.

vaporif/mcp-server-qdrant

conductor

by s-nakamur-a

A Rust terminal UI for AI-assisted development: manage multiple git worktrees, run Claude Code sessions in embedded PTYs, and review diffs with structured inline comments — all from one TUI.

S-Nakamur-a/conductor

goa-ai

by goadesign

Design-first agentic systems in Go: declare agents, tools, MCP servers, policies, and structured model output in Goa, then generate the durable runtime.

goadesign/goa-ai

vdroid_scripter

by vaaskout

👓 Computer vision–based automation tool for remotely controlling Android devices via Go server and custom client.

VaasKout/vdroid_scripter

remix-mcp

by christopherwxyz

A Rust MCP server that enables AI assistants to control Ableton Live via OSC, offering 266 tools for transport, tracks, clips, scenes, devices, and more.

christopherwxyz/remix-mcp

standardoc

by vacuous-franchisetax789

Convert code into a queryable knowledge graph for humans and AI agents using live AST indexing for LSP and MCP.

vacuous-franchisetax789/standardoc

Org Mode

by 2arons

Provides semantic search, backlink traversal, and full-text search across Emacs org-mode and org-roam knowledge bases.

2arons/org-mcp

mcp

by smeldr

MCP server for Smeldr. Typed tools generated from your content model. Agents read, write, and operate on content directly.

Smeldr/mcp

loofah

by bart6114

Free, open-source Markdown knowledge vault for macOS. Record and transcribe meetings locally, keep notes as files you can carry across tools, and give agents read-only MCP access. No accounts, subscriptions, telemetry, or cloud backend.

bart6114/loofah

gofastr

by donaldmurillo

The framework that doesn't get in the way of you or your agents.

DonaldMurillo/gofastr

mie

by kraklabs

Persistent memory graph for AI agents. Facts, decisions, entities, and relationships that survive across sessions, tools, and providers. MCP server — works with Claude, Cursor, ChatGPT, and any MCP client.

kraklabs/mie

kaeru

by lamantinai

Cognitive memory for LLM agents — local-first, and shareable across a team through the cloud.

LamantinAI/kaeru

isopod

by me1iissa

Firecracker-microVM sandbox for Claude Code: ephemeral hardware-isolated runs (~0.4s boot) + content-addressed environment stages, as MCP tools and a CLI

me1iissa/isopod

sts2-mcp-server

by ai-ascension

Thin MCP tool adapter that maps approved calls to the authenticated gateway API without bypassing it.

AI-Ascension/sts2-mcp-server

gum

by ehmo

CLI and MCP server for discovering and calling Google APIs from agents and scripts.

ehmo/gum

agentfence

by dgenio

Policy firewall for AI agents and MCP tools. Intercepts tool calls, enforces allow/deny/ask rules, redacts secrets, validates arguments, and writes auditable logs before agents touch your filesystem, GitHub, browser, or APIs.

dgenio/agentfence

ControlFreak

by subhransu-de

A native Windows MCP server for safe and visible computer control.

Subhransu-De/ControlFreak

code

by helixdevelopment

AI Coding Agent

HelixDevelopment/code

Bamboo-agent

by bigduu

Bamboo — a local-first Rust agent harness and runtime with sessions, tools, skills, MCP, sub-agents, workflows, schedules, and context assembly over HTTP, SSE, and WebSocket.

bigduu/Bamboo-agent

Gocode

by alleybo55

Claude Code reimplemented in Go as a fast AI coding agent runtime with MCP server support.

alleybo55/gocode

agentic-toolkit

by pedromvgomes

CLI and shared catalog for initializing repos with skills, rules, and instructions across multiple agentic coding platforms.

pedromvgomes/agentic-toolkit

kaimahi

by kaimahi-agents

Build and govern cloud-native AI agents on Kubernetes. kmx is the developer entry point; budgets, credential custody, tool controls, audit and bounded approvals come built in.

kaimahi-agents/kaimahi

Trabuco

by arianlopezc

Generates and manages production-ready Java multi-module Maven projects with database, messaging, and CI/CD configurations.

arianlopezc/trabuco

SageThumbs-2k

by lunarwerxs

Windows 11 shell extension (Rust): Explorer thumbnails for 331 file types Windows can't show, including camera RAW, PSD, HEIC/AVIF, video, ebooks, comics and CAD. Crash-isolated, source-available rebuild of SageThumbs.

LunarWerxs/SageThumbs-2k

videre

by erhangundogan

Multimedia file management tool

erhangundogan/videre

skrun

by domehahn

Policy-bound runtime execution and isolation engine for immutable AI agent skill artifacts

domehahn/skrun

frama-c-mcp

by sysprog21

MCP server that gives AI agents Frama-C: EVA, WP, and sandboxed ACSL iteration

sysprog21/frama-c-mcp

FluxGuard

by suiflex

FluxGuard gives coding agents resource awareness: when to explore, when to parallelize, when to conserve, and when to finish.

suiflex/FluxGuard

MinuteMail MCP

by minutemailco

Ephemeral mailboxes and a mock OAuth IdP for testing email and auth flows — 39 API-driven tools covering mailboxes, mails, attachments, domains, teams, and mock identities.

minutemailco/mcp-server

Yokai MCP Template 🏗️

by suraj1245

MCP server template based on the Yokai Go framework.

Suraj1245/yokai-mcp-template